From 81f2b975192c12c2c09424f1a68a8f3f73a921c3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 21 Feb 2025 07:48:00 +0100
Subject: [PATCH 001/357] Build: Bump mkdocs-material from 9.6.4 to 9.6.5
 (#1696)

Bumps [mkdocs-material](https://github.com/squidfunk/mkdocs-material)
from 9.6.4 to 9.6.5.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/squidfunk/mkdocs-material/releases">mkdocs-material's
releases</a>.</em></p>
<blockquote>
<h2>mkdocs-material-9.6.5</h2>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8016">#8016</a>:
Tags listing not showing when when file name has spaces</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8012">#8012</a>:
Privacy plugin crashes if HTTP download fails</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/squidfunk/mkdocs-material/blob/master/CHANGELOG">mkdocs-material's
changelog</a>.</em></p>
<blockquote>
<p>mkdocs-material-9.6.5 (2025-02-20)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8016">#8016</a>:
Tags listing not showing when when file name has spaces</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8012">#8012</a>:
Privacy plugin crashes if HTTP download fails</li>
</ul>
<p>mkdocs-material-9.6.4 (2025-02-12)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/7985">#7985</a>:
Blog content sometimes not stretching to full width</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/7978">#7978</a>:
Navigation rendering bug in Safari 18.3</li>
</ul>
<p>mkdocs-material-9.6.3 (2025-02-07)</p>
<ul>
<li>Fixed rendering of arrow heads in Mermaid.js class diagrams</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/7960">#7960</a>:
Tags plugin crashes on numeric metadata titles</li>
</ul>
<p>mkdocs-material-9.6.2 (2025-02-03)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/7955">#7955</a>:
Excessively long words don't break on narrow screens</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/7947">#7947</a>:
Scope setting interferes with outdated version banner</li>
</ul>
<p>mkdocs-material-9.6.1 (2025-01-31)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/7943">#7943</a>:
Tags plugin crashing due to merge error</li>
</ul>
<p>mkdocs-material-9.6.0 (2025-01-31)</p>
<ul>
<li>Added meta plugin</li>
<li>Rewrite of the tags plugin</li>
<li>Added support for allow lists in tags plugin</li>
<li>Added support for and custom sorting in tags plugin</li>
<li>Added support for related links in blog plugin</li>
<li>Added support for custom index pages in blog plugin</li>
<li>Added support for navigation subtitles</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/7924">#7924</a>:
Anchors might require two clicks when using instant navigation</li>
</ul>
<p>mkdocs-material-9.5.50 (2025-01-18)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/7913">#7913</a>:
Social plugin renders attribute lists in page title</li>
</ul>
<p>mkdocs-material-9.5.49+insiders-4.53.15 (2025-01-15)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/7896">#7896</a>:
Scoped tags listings not rendering in subsections</li>
</ul>
<p>mkdocs-material-9.5.49 (2024-12-16)</p>
<ul>
<li>Adjusted title color in dark mode for all supported Mermaid.js
diagrams</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/7803">#7803</a>:
Privacy plugin crashes on generated files</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/7781">#7781</a>:
Mermaid.js flow chart title not visible in dark mode</li>
</ul>
<p>mkdocs-material-9.5.48 (2024-12-08)</p>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/7445b2aa608fd1312914103de10949b970b49142"><code>7445b2a</code></a>
Prepare 9.6.5 release</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/bdad6ec83f1eacb4e5176e8e3aa88117ad39da3d"><code>bdad6ec</code></a>
Formatting</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/2e837fa4cf0fa8ba97bb2b6257710079c1589f2f"><code>2e837fa</code></a>
Fixed privacy plugin crashing on HTTP errors</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/5958d7b69854126001137fe5d5a3482dd0099cad"><code>5958d7b</code></a>
Documentation (<a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8018">#8018</a>)</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/3a11e3e7e70348e40f27d49e6ba7989591313f5d"><code>3a11e3e</code></a>
Fixed tags plugin not working on filenames with whitespaces</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/2752b9eab56baa3b65394874c7eaffcd4a20f680"><code>2752b9e</code></a>
Documentation</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/e9d3ffaa528cddda3e01fef58435c796897bd15e"><code>e9d3ffa</code></a>
docs(blog): Fix highlighted line in drafts section</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/44c3b569bf228f44ed515d42b71f7ca1182543eb"><code>44c3b56</code></a>
Updated dependencies</li>
<li>See full diff in <a
href="https://github.com/squidfunk/mkdocs-material/compare/9.6.4...9.6.5">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=mkdocs-material&package-manager=pip&previous-version=9.6.4&new-version=9.6.5)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

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---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index f0a2f86c92..296e489ca1 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2401,13 +2401,13 @@ mkdocs = ">=1.0.3"
 
 [[package]]
 name = "mkdocs-material"
-version = "9.6.4"
+version = "9.6.5"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "mkdocs_material-9.6.4-py3-none-any.whl", hash = "sha256:414e8376551def6d644b8e6f77226022868532a792eb2c9accf52199009f568f"},
-    {file = "mkdocs_material-9.6.4.tar.gz", hash = "sha256:4d1d35e1c1d3e15294cb7fa5d02e0abaee70d408f75027dc7be6e30fb32e6867"},
+    {file = "mkdocs_material-9.6.5-py3-none-any.whl", hash = "sha256:aad3e6fb860c20870f75fb2a69ef901f1be727891e41adb60b753efcae19453b"},
+    {file = "mkdocs_material-9.6.5.tar.gz", hash = "sha256:b714679a8c91b0ffe2188e11ed58c44d2523e9c2ae26a29cc652fa7478faa21f"},
 ]
 
 [package.dependencies]
@@ -5532,4 +5532,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "ab4250d11db5c0425974f0c58af526d2ec3a2ea343948d14b81f6fa1f494cba2"
+content-hash = "b18158e6bf67fe4a4bd94f2641198c6878d70e511165c869b4bd1560a0bb95d5"
diff --git a/pyproject.toml b/pyproject.toml
index f8c27a04b7..c5b4334173 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -110,7 +110,7 @@ mkdocstrings-python = "1.16.1"
 mkdocs-literate-nav = "0.6.1"
 mkdocs-autorefs = "1.3.1"
 mkdocs-gen-files = "0.5.0"
-mkdocs-material = "9.6.4"
+mkdocs-material = "9.6.5"
 mkdocs-material-extensions = "1.3.1"
 mkdocs-section-index = "0.3.9"
 

From 33148c06ca5c34c76f862c3d5111886f4fb3c01b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 21 Feb 2025 09:05:11 +0100
Subject: [PATCH 002/357] Build: Bump cachetools from 5.5.1 to 5.5.2 (#1695)

Bumps [cachetools](https://github.com/tkem/cachetools) from 5.5.1 to
5.5.2.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/tkem/cachetools/blob/master/CHANGELOG.rst">cachetools's
changelog</a>.</em></p>
<blockquote>
<h1>v5.5.2 (2025-02-20)</h1>
<ul>
<li>
<p>Reduce number of <code>@cached</code> lock/unlock operations.</p>
</li>
<li>
<p>Improve documentation.</p>
</li>
<li>
<p>Update CI environment.</p>
</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/tkem/cachetools/commit/c403f9f4185e58090b904c1915345b9ba46d5a08"><code>c403f9f</code></a>
Bump version</li>
<li><a
href="https://github.com/tkem/cachetools/commit/9e11baaa26d53824aadda14a217975fe54dbd33e"><code>9e11baa</code></a>
Bump copyright year.</li>
<li><a
href="https://github.com/tkem/cachetools/commit/450cd4138791d36128fc5490ba6fc9223b5b7eaf"><code>450cd41</code></a>
Update CI environment.</li>
<li><a
href="https://github.com/tkem/cachetools/commit/d63ec416a44cfcac4a050afa9df838c4a21de7f1"><code>d63ec41</code></a>
Bump codecov/codecov-action from 4.5.0 to 5.3.1</li>
<li><a
href="https://github.com/tkem/cachetools/commit/bcd3399b358dc0a241d4753c250f0ea3e2080217"><code>bcd3399</code></a>
Bump actions/setup-python from 5.2.0 to 5.4.0</li>
<li><a
href="https://github.com/tkem/cachetools/commit/8bda7ea4130a51369e47e51dd1afc7e4cc76721c"><code>8bda7ea</code></a>
Bump actions/checkout from 4.2.0 to 4.2.2</li>
<li><a
href="https://github.com/tkem/cachetools/commit/c03a7eeb09c75cb87f3afe4f6994ea689ee62a94"><code>c03a7ee</code></a>
Fix <a
href="https://redirect.github.com/tkem/cachetools/issues/328">#328</a>:
Add note about maxsize being an actual number.</li>
<li><a
href="https://github.com/tkem/cachetools/commit/72b4a329114e78a9b55969573250f3779f166979"><code>72b4a32</code></a>
Reduce number of decorator lock/unlock operations in case of cache
miss.</li>
<li><a
href="https://github.com/tkem/cachetools/commit/225288392d3f43503d4e1ff498e2efe00429cea4"><code>2252883</code></a>
Add test case for decorator lock/unlock operations.</li>
<li><a
href="https://github.com/tkem/cachetools/commit/fef378fde88dee0db4523074b3568c5ff2c4626a"><code>fef378f</code></a>
Show missing lines in tox coverage report.</li>
<li>Additional commits viewable in <a
href="https://github.com/tkem/cachetools/compare/v5.5.1...v5.5.2">compare
view</a></li>
</ul>
</details>
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[![Dependabot compatibility
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You can trigger Dependabot actions by commenting on this PR:
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---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 296e489ca1..37039356c4 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -477,13 +477,13 @@ virtualenv = ["virtualenv (>=20.0.35)"]
 
 [[package]]
 name = "cachetools"
-version = "5.5.1"
+version = "5.5.2"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "cachetools-5.5.1-py3-none-any.whl", hash = "sha256:b76651fdc3b24ead3c648bbdeeb940c1b04d365b38b4af66788f9ec4a81d42bb"},
-    {file = "cachetools-5.5.1.tar.gz", hash = "sha256:70f238fbba50383ef62e55c6aff6d9673175fe59f7c6782c7a0b9e38f4a9df95"},
+    {file = "cachetools-5.5.2-py3-none-any.whl", hash = "sha256:d26a22bcc62eb95c3beabd9f1ee5e820d3d2704fe2967cbe350e20c8ffcd3f0a"},
+    {file = "cachetools-5.5.2.tar.gz", hash = "sha256:1a661caa9175d26759571b2e19580f9d6393969e5dfca11fdb1f947a23e640d4"},
 ]
 
 [[package]]

From 80fa623f4801ce4f4ca859ac929af2e8f936fba4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 21 Feb 2025 09:46:05 +0100
Subject: [PATCH 003/357] Build: Bump boto3 from 1.36.3 to 1.36.23 (#1694)

Bumps [boto3](https://github.com/boto/boto3) from 1.36.3 to 1.36.23.
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/boto/boto3/commit/2872f3e31394379f8f8cecb06e9af38997d1b7a9"><code>2872f3e</code></a>
Merge branch 'release-1.36.23'</li>
<li><a
href="https://github.com/boto/boto3/commit/9d6ca6c9f678651291f66b78ebd21885deb8f9e7"><code>9d6ca6c</code></a>
Bumping version to 1.36.23</li>
<li><a
href="https://github.com/boto/boto3/commit/28b67ccdfa548f489cca3ae0e0ed02385f05273f"><code>28b67cc</code></a>
Add changelog entries from botocore</li>
<li><a
href="https://github.com/boto/boto3/commit/2d180932fb8133edd46026212258ede89a1ad6a4"><code>2d18093</code></a>
Merge branch 'release-1.36.22'</li>
<li><a
href="https://github.com/boto/boto3/commit/2dd989b25915d94e362dd94d6191daa46a2dbeb1"><code>2dd989b</code></a>
Merge branch 'release-1.36.22' into develop</li>
<li><a
href="https://github.com/boto/boto3/commit/d68319305d5c52aa2bef11e1b601cc91fcd4bb05"><code>d683193</code></a>
Bumping version to 1.36.22</li>
<li><a
href="https://github.com/boto/boto3/commit/7848d23f4a4d605f14afb90bc783bc34daf12ffd"><code>7848d23</code></a>
Add changelog entries from botocore</li>
<li><a
href="https://github.com/boto/boto3/commit/3d1cda2184d1c46d88c1aed88ded17c5c1468c40"><code>3d1cda2</code></a>
Merge branch 'release-1.36.21'</li>
<li><a
href="https://github.com/boto/boto3/commit/5b0455a3be51f5e3619ef7dacdc2bdde06b5179d"><code>5b0455a</code></a>
Merge branch 'release-1.36.21' into develop</li>
<li><a
href="https://github.com/boto/boto3/commit/1ef444939086dcd0a4eed0e2a6ab217fcfcd7bc7"><code>1ef4449</code></a>
Bumping version to 1.36.21</li>
<li>Additional commits viewable in <a
href="https://github.com/boto/boto3/compare/1.36.3...1.36.23">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock | 28 ++++++++++++++--------------
 1 file changed, 14 insertions(+), 14 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 37039356c4..ee221f75c9 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -25,19 +25,19 @@ tests = ["arrow", "dask[dataframe]", "docker", "pytest", "pytest-mock"]
 
 [[package]]
 name = "aiobotocore"
-version = "2.19.0"
+version = "2.20.0"
 description = "Async client for aws services using botocore and aiohttp"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "aiobotocore-2.19.0-py3-none-any.whl", hash = "sha256:12c2960a21472b8eb3452cde5eb31d541ca1464d236f4221556320fa8aed2ee8"},
-    {file = "aiobotocore-2.19.0.tar.gz", hash = "sha256:552d5756989621b5274f1b4a4840cd76ae83dd930d0b1839af6443743a893faf"},
+    {file = "aiobotocore-2.20.0-py3-none-any.whl", hash = "sha256:02d9d727355a03f83ee1a4fc91f2fd14966862144b4d2cc3434181e82dfafd83"},
+    {file = "aiobotocore-2.20.0.tar.gz", hash = "sha256:8902d8a96e3a389c99a68d23e2ca07c8d5059439c2a55acf28a8af19e65fe293"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.9.2,<4.0.0"
 aioitertools = ">=0.5.1,<1.0.0"
-botocore = ">=1.36.0,<1.36.4"
+botocore = ">=1.36.20,<1.36.24"
 jmespath = ">=0.7.1,<2.0.0"
 multidict = ">=6.0.0,<7.0.0"
 python-dateutil = ">=2.1,<3.0.0"
@@ -48,8 +48,8 @@ urllib3 = [
 wrapt = ">=1.10.10,<2.0.0"
 
 [package.extras]
-awscli = ["awscli (>=1.37.0,<1.37.4)"]
-boto3 = ["boto3 (>=1.36.0,<1.36.4)"]
+awscli = ["awscli (>=1.37.20,<1.37.24)"]
+boto3 = ["boto3 (>=1.36.20,<1.36.24)"]
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -410,17 +410,17 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.36.3"
+version = "1.36.23"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "boto3-1.36.3-py3-none-any.whl", hash = "sha256:f9843a5d06f501d66ada06f5a5417f671823af2cf319e36ceefa1bafaaaaa953"},
-    {file = "boto3-1.36.3.tar.gz", hash = "sha256:53a5307f6a3526ee2f8590e3c45efa504a3ea4532c1bfe4926c0c19bf188d141"},
+    {file = "boto3-1.36.23-py3-none-any.whl", hash = "sha256:d59642672b1f35f55f47b317693241ce53333816f47c9e72fcc8fd0e9adc6a87"},
+    {file = "boto3-1.36.23.tar.gz", hash = "sha256:006800604c34382873521b20890b758eea7109d699696ece932131259d0a4658"},
 ]
 
 [package.dependencies]
-botocore = ">=1.36.3,<1.37.0"
+botocore = ">=1.36.23,<1.37.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.11.0,<0.12.0"
 
@@ -429,13 +429,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.36.3"
+version = "1.36.23"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "botocore-1.36.3-py3-none-any.whl", hash = "sha256:536ab828e6f90dbb000e3702ac45fd76642113ae2db1b7b1373ad24104e89255"},
-    {file = "botocore-1.36.3.tar.gz", hash = "sha256:775b835e979da5c96548ed1a0b798101a145aec3cd46541d62e27dda5a94d7f8"},
+    {file = "botocore-1.36.23-py3-none-any.whl", hash = "sha256:886730e79495a2e153842725ebdf85185c8277cdf255b3b5879cd097ddc7fcc3"},
+    {file = "botocore-1.36.23.tar.gz", hash = "sha256:9feaa2d876f487e718a5fd80a35fa401042b518c0c75117d3e1ea39a567439e7"},
 ]
 
 [package.dependencies]
@@ -447,7 +447,7 @@ urllib3 = [
 ]
 
 [package.extras]
-crt = ["awscrt (==0.23.4)"]
+crt = ["awscrt (==0.23.8)"]
 
 [[package]]
 name = "build"

From a545592a017eb75b7cffd954887f19a068c3c6d9 Mon Sep 17 00:00:00 2001
From: Om Kenge <88768848+omkenge@users.noreply.github.com>
Date: Fri, 21 Feb 2025 16:09:50 +0530
Subject: [PATCH 004/357] Fix TypeError in create_match_filter for Composite
 Keys (#1693)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

**Old Code Behavior:**

Even if there's only one such condition, the code wraps it in an Or()
operator.
But Or() is meant to combine two or more conditions (like “condition A
OR condition B”).
If you give it only one condition, it complains because it expects a
second condition.

**New Code Behavior:**

The new change checks how many conditions you have.
If there's only one condition, it simply returns that condition.
If there are more than one, it uses Or() to combine them.

---------

Co-authored-by: Fokko Driesprong <fokko@apache.org>
---
 pyiceberg/table/upsert_util.py | 15 +++++++++++++--
 tests/table/test_upsert.py     | 22 ++++++++++++++++++++++
 2 files changed, 35 insertions(+), 2 deletions(-)

diff --git a/pyiceberg/table/upsert_util.py b/pyiceberg/table/upsert_util.py
index 723a89aa20..c12351d45c 100644
--- a/pyiceberg/table/upsert_util.py
+++ b/pyiceberg/table/upsert_util.py
@@ -16,12 +16,14 @@
 # under the License.
 import functools
 import operator
+from typing import List, cast
 
 import pyarrow as pa
 from pyarrow import Table as pyarrow_table
 from pyarrow import compute as pc
 
 from pyiceberg.expressions import (
+    AlwaysFalse,
     And,
     BooleanExpression,
     EqualTo,
@@ -36,7 +38,16 @@ def create_match_filter(df: pyarrow_table, join_cols: list[str]) -> BooleanExpre
     if len(join_cols) == 1:
         return In(join_cols[0], unique_keys[0].to_pylist())
     else:
-        return Or(*[And(*[EqualTo(col, row[col]) for col in join_cols]) for row in unique_keys.to_pylist()])
+        filters: List[BooleanExpression] = [
+            cast(BooleanExpression, And(*[EqualTo(col, row[col]) for col in join_cols])) for row in unique_keys.to_pylist()
+        ]
+
+        if len(filters) == 0:
+            return AlwaysFalse()
+        elif len(filters) == 1:
+            return filters[0]
+        else:
+            return functools.reduce(lambda a, b: Or(a, b), filters)
 
 
 def has_duplicate_rows(df: pyarrow_table, join_cols: list[str]) -> bool:
@@ -86,7 +97,7 @@ def get_rows_to_update(source_table: pa.Table, target_table: pa.Table, join_cols
     if rows_to_update:
         rows_to_update_table = pa.concat_tables(rows_to_update)
     else:
-        rows_to_update_table = pa.Table.from_arrays([], names=source_table.column_names)
+        rows_to_update_table = source_table.schema.empty_table()
 
     common_columns = set(source_table.column_names).intersection(set(target_table.column_names))
     rows_to_update_table = rows_to_update_table.select(list(common_columns))
diff --git a/tests/table/test_upsert.py b/tests/table/test_upsert.py
index 0cfb0ba609..c97015e650 100644
--- a/tests/table/test_upsert.py
+++ b/tests/table/test_upsert.py
@@ -23,8 +23,11 @@
 
 from pyiceberg.catalog import Catalog
 from pyiceberg.exceptions import NoSuchTableError
+from pyiceberg.expressions import And, EqualTo, Reference
+from pyiceberg.expressions.literals import LongLiteral
 from pyiceberg.schema import Schema
 from pyiceberg.table import UpsertResult
+from pyiceberg.table.upsert_util import create_match_filter
 from pyiceberg.types import IntegerType, NestedField, StringType
 from tests.catalog.test_base import InMemoryCatalog, Table
 
@@ -366,3 +369,22 @@ def test_upsert_with_identifier_fields(catalog: Catalog) -> None:
 
     assert upd.rows_updated == 1
     assert upd.rows_inserted == 1
+
+
+def test_create_match_filter_single_condition() -> None:
+    """
+    Test create_match_filter with a composite key where the source yields exactly one unique key.
+    Expected: The function returns the single And condition directly.
+    """
+
+    data = [
+        {"order_id": 101, "order_line_id": 1, "extra": "x"},
+        {"order_id": 101, "order_line_id": 1, "extra": "x"},  # duplicate
+    ]
+    schema = pa.schema([pa.field("order_id", pa.int32()), pa.field("order_line_id", pa.int32()), pa.field("extra", pa.string())])
+    table = pa.Table.from_pylist(data, schema=schema)
+    expr = create_match_filter(table, ["order_id", "order_line_id"])
+    assert expr == And(
+        EqualTo(term=Reference(name="order_id"), literal=LongLiteral(101)),
+        EqualTo(term=Reference(name="order_line_id"), literal=LongLiteral(1)),
+    )

From c46b89fff2d0a26b82fb080402542937eb35a7c8 Mon Sep 17 00:00:00 2001
From: Drew Gallardo <imgeru@gmail.com>
Date: Fri, 21 Feb 2025 07:56:21 -0800
Subject: [PATCH 005/357] Remove parsing table name in `row_filter` (#1689)

This PR deprecates one of the three items that were planned for the
0.9.0 release.

All items marked for removal:
- [x]  Table name reference in scan expression

<https://github.com/apache/iceberg-python/blob/efc8b5ac0f16717f776e034ecf9a9e9bdabd8424/pyiceberg/expressions/parser.py#L95>

- [x]  REST catalog client AUTH_URL (#1691)

<https://github.com/apache/iceberg-python/blob/efc8b5ac0f16717f776e034ecf9a9e9bdabd8424/pyiceberg/catalog/rest.py#L324>

- [x] botocore session (#1692)

<https://github.com/apache/iceberg-python/blob/efc8b5ac0f16717f776e034ecf9a9e9bdabd8424/pyiceberg/catalog/__init__.py#L790>

Currently there are three items marked for release. However, based on
the ongoing
[discussion](https://lists.apache.org/thread/rr8lcf96jl6079dz6vfkwr5spbvlxzpm),
it appears that the other two items. have not yet been replaced with a
proper solution. As a result, this PR only addresses the deprecation of
`Table name reference in scan expression` while we await further
resolution on the others.
---
 pyiceberg/expressions/parser.py       | 11 +----------
 tests/expressions/test_expressions.py | 28 +++++++++++++++++++++++++++
 tests/expressions/test_parser.py      | 20 +++++++++++++++++++
 3 files changed, 49 insertions(+), 10 deletions(-)

diff --git a/pyiceberg/expressions/parser.py b/pyiceberg/expressions/parser.py
index 056defefb4..bad2df9550 100644
--- a/pyiceberg/expressions/parser.py
+++ b/pyiceberg/expressions/parser.py
@@ -66,7 +66,6 @@
 )
 from pyiceberg.typedef import L
 from pyiceberg.types import strtobool
-from pyiceberg.utils.deprecated import deprecation_message
 
 ParserElement.enablePackrat()
 
@@ -89,15 +88,7 @@
 
 @column.set_parse_action
 def _(result: ParseResults) -> Reference:
-    if len(result.column) > 1:
-        deprecation_message(
-            deprecated_in="0.8.0",
-            removed_in="0.9.0",
-            help_message="Parsing expressions with table name is deprecated. Only provide field names in the row_filter.",
-        )
-    # TODO: Once this is removed, we will no longer take just the last index of parsed column result
-    # And introduce support for parsing filter expressions with nested fields.
-    return Reference(result.column[-1])
+    return Reference(".".join(result.column))
 
 
 boolean = one_of(["true", "false"], caseless=True).set_results_name("boolean")
diff --git a/tests/expressions/test_expressions.py b/tests/expressions/test_expressions.py
index 87856a04f6..d351d531bb 100644
--- a/tests/expressions/test_expressions.py
+++ b/tests/expressions/test_expressions.py
@@ -1160,6 +1160,34 @@ def test_eq_bound_expression(bound_reference_str: BoundReference[str]) -> None:
     )
 
 
+def test_nested_bind() -> None:
+    schema = Schema(NestedField(1, "foo", StructType(NestedField(2, "bar", StringType()))), schema_id=1)
+    bound = BoundIsNull(BoundReference(schema.find_field(2), schema.accessor_for_field(2)))
+    assert IsNull(Reference("foo.bar")).bind(schema) == bound
+
+
+def test_bind_dot_name() -> None:
+    schema = Schema(NestedField(1, "foo.bar", StringType()), schema_id=1)
+    bound = BoundIsNull(BoundReference(schema.find_field(1), schema.accessor_for_field(1)))
+    assert IsNull(Reference("foo.bar")).bind(schema) == bound
+
+
+def test_nested_bind_with_dot_name() -> None:
+    schema = Schema(NestedField(1, "foo.bar", StructType(NestedField(2, "baz", StringType()))), schema_id=1)
+    bound = BoundIsNull(BoundReference(schema.find_field(2), schema.accessor_for_field(2)))
+    assert IsNull(Reference("foo.bar.baz")).bind(schema) == bound
+
+
+def test_bind_ambiguous_name() -> None:
+    with pytest.raises(ValueError) as exc_info:
+        Schema(
+            NestedField(1, "foo", StructType(NestedField(2, "bar", StringType()))),
+            NestedField(3, "foo.bar", StringType()),
+            schema_id=1,
+        )
+    assert "Invalid schema, multiple fields for name foo.bar: 2 and 3" in str(exc_info)
+
+
 #   __  __      ___
 #  |  \/  |_  _| _ \_  _
 #  | |\/| | || |  _/ || |
diff --git a/tests/expressions/test_parser.py b/tests/expressions/test_parser.py
index 9d7a3ac094..807aabeb6f 100644
--- a/tests/expressions/test_parser.py
+++ b/tests/expressions/test_parser.py
@@ -14,6 +14,8 @@
 #  KIND, either express or implied.  See the License for the
 #  specific language governing permissions and limitations
 #  under the License.
+from decimal import Decimal
+
 import pytest
 from pyparsing import ParseException
 
@@ -39,6 +41,7 @@
     Or,
     StartsWith,
 )
+from pyiceberg.expressions.literals import DecimalLiteral
 
 
 def test_always_true() -> None:
@@ -216,3 +219,20 @@ def test_with_function() -> None:
         parser.parse("foo = 1 and lower(bar) = '2'")
 
     assert "Expected end of text, found 'and'" in str(exc_info)
+
+
+def test_nested_fields() -> None:
+    assert EqualTo("foo.bar", "data") == parser.parse("foo.bar = 'data'")
+    assert LessThan("location.x", DecimalLiteral(Decimal(52.00))) == parser.parse("location.x < 52.00")
+
+
+def test_quoted_column_with_dots() -> None:
+    with pytest.raises(ParseException) as exc_info:
+        parser.parse("\"foo.bar\".baz = 'data'")
+
+    assert "Expected '\"', found '.'" in str(exc_info.value)
+
+    with pytest.raises(ParseException) as exc_info:
+        parser.parse("'foo.bar'.baz = 'data'")
+
+    assert "Expected <= | <> | < | >= | > | == | = | !=, found '.'" in str(exc_info.value)

From 0ec4275e2fdc29b566e1e1146c468d8acc8d9d04 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Fri, 21 Feb 2025 17:11:52 +0100
Subject: [PATCH 006/357] Raise explicit error when join columns cannot be
 found (#1698)

---
 pyiceberg/table/__init__.py |  3 +++
 tests/table/test_upsert.py  | 50 +++++++++++++++++++++++++++++--------
 2 files changed, 43 insertions(+), 10 deletions(-)

diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index 8ff299ce6a..d7d29a55ca 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -1159,6 +1159,9 @@ def upsert(
                 else:
                     raise ValueError(f"Field-ID could not be found: {join_cols}")
 
+        if len(join_cols) == 0:
+            raise ValueError("Join columns could not be found, please set identifier-field-ids or pass in explicitly.")
+
         if not when_matched_update_all and not when_not_matched_insert_all:
             raise ValueError("no upsert options selected...exiting")
 
diff --git a/tests/table/test_upsert.py b/tests/table/test_upsert.py
index c97015e650..617b7fb501 100644
--- a/tests/table/test_upsert.py
+++ b/tests/table/test_upsert.py
@@ -25,6 +25,7 @@
 from pyiceberg.exceptions import NoSuchTableError
 from pyiceberg.expressions import And, EqualTo, Reference
 from pyiceberg.expressions.literals import LongLiteral
+from pyiceberg.io.pyarrow import schema_to_pyarrow
 from pyiceberg.schema import Schema
 from pyiceberg.table import UpsertResult
 from pyiceberg.table.upsert_util import create_match_filter
@@ -328,7 +329,7 @@ def test_upsert_with_identifier_fields(catalog: Catalog) -> None:
 
     schema = Schema(
         NestedField(1, "city", StringType(), required=True),
-        NestedField(2, "inhabitants", IntegerType(), required=True),
+        NestedField(2, "population", IntegerType(), required=True),
         # Mark City as the identifier field, also known as the primary-key
         identifier_field_ids=[1],
     )
@@ -338,17 +339,17 @@ def test_upsert_with_identifier_fields(catalog: Catalog) -> None:
     arrow_schema = pa.schema(
         [
             pa.field("city", pa.string(), nullable=False),
-            pa.field("inhabitants", pa.int32(), nullable=False),
+            pa.field("population", pa.int32(), nullable=False),
         ]
     )
 
     # Write some data
     df = pa.Table.from_pylist(
         [
-            {"city": "Amsterdam", "inhabitants": 921402},
-            {"city": "San Francisco", "inhabitants": 808988},
-            {"city": "Drachten", "inhabitants": 45019},
-            {"city": "Paris", "inhabitants": 2103000},
+            {"city": "Amsterdam", "population": 921402},
+            {"city": "San Francisco", "population": 808988},
+            {"city": "Drachten", "population": 45019},
+            {"city": "Paris", "population": 2103000},
         ],
         schema=arrow_schema,
     )
@@ -356,12 +357,12 @@ def test_upsert_with_identifier_fields(catalog: Catalog) -> None:
 
     df = pa.Table.from_pylist(
         [
-            # Will be updated, the inhabitants has been updated
-            {"city": "Drachten", "inhabitants": 45505},
+            # Will be updated, the population has been updated
+            {"city": "Drachten", "population": 45505},
             # New row, will be inserted
-            {"city": "Berlin", "inhabitants": 3432000},
+            {"city": "Berlin", "population": 3432000},
             # Ignored, already exists in the table
-            {"city": "Paris", "inhabitants": 2103000},
+            {"city": "Paris", "population": 2103000},
         ],
         schema=arrow_schema,
     )
@@ -388,3 +389,32 @@ def test_create_match_filter_single_condition() -> None:
         EqualTo(term=Reference(name="order_id"), literal=LongLiteral(101)),
         EqualTo(term=Reference(name="order_line_id"), literal=LongLiteral(1)),
     )
+
+
+def test_upsert_without_identifier_fields(catalog: Catalog) -> None:
+    identifier = "default.test_upsert_without_identifier_fields"
+    _drop_table(catalog, identifier)
+
+    schema = Schema(
+        NestedField(1, "city", StringType(), required=True),
+        NestedField(2, "population", IntegerType(), required=True),
+        # No identifier field :o
+        identifier_field_ids=[],
+    )
+
+    tbl = catalog.create_table(identifier, schema=schema)
+    # Write some data
+    df = pa.Table.from_pylist(
+        [
+            {"city": "Amsterdam", "population": 921402},
+            {"city": "San Francisco", "population": 808988},
+            {"city": "Drachten", "population": 45019},
+            {"city": "Paris", "population": 2103000},
+        ],
+        schema=schema_to_pyarrow(schema),
+    )
+
+    with pytest.raises(
+        ValueError, match="Join columns could not be found, please set identifier-field-ids or pass in explicitly."
+    ):
+        tbl.upsert(df)

From 3b99fb70f6a04b6121256a5d07d49bec8fa37fee Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Fri, 21 Feb 2025 17:12:19 +0100
Subject: [PATCH 007/357] Allow upserting into an empty table (#1699)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

When you upsert into an empty table, it fails because it tries to search
for records to be updated 🤔
---
 pyiceberg/table/__init__.py    |  4 +++-
 pyiceberg/table/upsert_util.py |  4 ++++
 tests/table/test_upsert.py     | 36 ++++++++++++++++++++++++++++++++++
 3 files changed, 43 insertions(+), 1 deletion(-)

diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index d7d29a55ca..fcbd4d73c0 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -579,7 +579,9 @@ def overwrite(
             self.table_metadata.schema(), provided_schema=df.schema, downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us
         )
 
-        self.delete(delete_filter=overwrite_filter, case_sensitive=case_sensitive, snapshot_properties=snapshot_properties)
+        if overwrite_filter != AlwaysFalse():
+            # Only delete when the filter is != AlwaysFalse
+            self.delete(delete_filter=overwrite_filter, case_sensitive=case_sensitive, snapshot_properties=snapshot_properties)
 
         with self._append_snapshot_producer(snapshot_properties) as append_files:
             # skip writing data files if the dataframe is empty
diff --git a/pyiceberg/table/upsert_util.py b/pyiceberg/table/upsert_util.py
index c12351d45c..6cbafcd093 100644
--- a/pyiceberg/table/upsert_util.py
+++ b/pyiceberg/table/upsert_util.py
@@ -67,6 +67,10 @@ def get_rows_to_update(source_table: pa.Table, target_table: pa.Table, join_cols
 
     non_key_cols = list(all_columns - join_cols_set)
 
+    if len(target_table) == 0:
+        # When the target table is empty, there is nothing to update :)
+        return source_table.schema.empty_table()
+
     match_expr = functools.reduce(operator.and_, [pc.field(col).isin(target_table.column(col).to_pylist()) for col in join_cols])
 
     matching_source_rows = source_table.filter(match_expr)
diff --git a/tests/table/test_upsert.py b/tests/table/test_upsert.py
index 617b7fb501..f04a453fcc 100644
--- a/tests/table/test_upsert.py
+++ b/tests/table/test_upsert.py
@@ -372,6 +372,42 @@ def test_upsert_with_identifier_fields(catalog: Catalog) -> None:
     assert upd.rows_inserted == 1
 
 
+def test_upsert_into_empty_table(catalog: Catalog) -> None:
+    identifier = "default.test_upsert_into_empty_table"
+    _drop_table(catalog, identifier)
+
+    schema = Schema(
+        NestedField(1, "city", StringType(), required=True),
+        NestedField(2, "inhabitants", IntegerType(), required=True),
+        # Mark City as the identifier field, also known as the primary-key
+        identifier_field_ids=[1],
+    )
+
+    tbl = catalog.create_table(identifier, schema=schema)
+
+    arrow_schema = pa.schema(
+        [
+            pa.field("city", pa.string(), nullable=False),
+            pa.field("inhabitants", pa.int32(), nullable=False),
+        ]
+    )
+
+    # Write some data
+    df = pa.Table.from_pylist(
+        [
+            {"city": "Amsterdam", "inhabitants": 921402},
+            {"city": "San Francisco", "inhabitants": 808988},
+            {"city": "Drachten", "inhabitants": 45019},
+            {"city": "Paris", "inhabitants": 2103000},
+        ],
+        schema=arrow_schema,
+    )
+    upd = tbl.upsert(df)
+
+    assert upd.rows_updated == 0
+    assert upd.rows_inserted == 4
+
+
 def test_create_match_filter_single_condition() -> None:
     """
     Test create_match_filter with a composite key where the source yields exactly one unique key.

From 7c36e42fabf9992dacdc3a834b7d1eabd1a95a8e Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Fri, 21 Feb 2025 17:12:29 +0100
Subject: [PATCH 008/357] Add syntactic sugar for `and` and `or` operation
 (#1697)

I got inspired by Arrow that also allows for this.
---
 pyiceberg/expressions/__init__.py     | 14 ++++++++++++++
 tests/expressions/test_expressions.py | 14 ++++++++++++++
 2 files changed, 28 insertions(+)

diff --git a/pyiceberg/expressions/__init__.py b/pyiceberg/expressions/__init__.py
index 830637aa99..8b006a28f1 100644
--- a/pyiceberg/expressions/__init__.py
+++ b/pyiceberg/expressions/__init__.py
@@ -64,6 +64,20 @@ class BooleanExpression(ABC):
     def __invert__(self) -> BooleanExpression:
         """Transform the Expression into its negated version."""
 
+    def __and__(self, other: BooleanExpression) -> BooleanExpression:
+        """Perform and operation on another expression."""
+        if not isinstance(other, BooleanExpression):
+            raise ValueError(f"Expected BooleanExpression, got: {other}")
+
+        return And(self, other)
+
+    def __or__(self, other: BooleanExpression) -> BooleanExpression:
+        """Perform or operation on another expression."""
+        if not isinstance(other, BooleanExpression):
+            raise ValueError(f"Expected BooleanExpression, got: {other}")
+
+        return Or(self, other)
+
 
 class Term(Generic[L], ABC):
     """A simple expression that evaluates to a value."""
diff --git a/tests/expressions/test_expressions.py b/tests/expressions/test_expressions.py
index d351d531bb..4926b70121 100644
--- a/tests/expressions/test_expressions.py
+++ b/tests/expressions/test_expressions.py
@@ -698,21 +698,35 @@ def test_and() -> None:
     null = IsNull(Reference("a"))
     nan = IsNaN(Reference("b"))
     and_ = And(null, nan)
+
+    # Some syntactic sugar
+    assert and_ == null & nan
+
     assert str(and_) == f"And(left={str(null)}, right={str(nan)})"
     assert repr(and_) == f"And(left={repr(null)}, right={repr(nan)})"
     assert and_ == eval(repr(and_))
     assert and_ == pickle.loads(pickle.dumps(and_))
 
+    with pytest.raises(ValueError, match="Expected BooleanExpression, got: abc"):
+        null & "abc"  # type: ignore
+
 
 def test_or() -> None:
     null = IsNull(Reference("a"))
     nan = IsNaN(Reference("b"))
     or_ = Or(null, nan)
+
+    # Some syntactic sugar
+    assert or_ == null | nan
+
     assert str(or_) == f"Or(left={str(null)}, right={str(nan)})"
     assert repr(or_) == f"Or(left={repr(null)}, right={repr(nan)})"
     assert or_ == eval(repr(or_))
     assert or_ == pickle.loads(pickle.dumps(or_))
 
+    with pytest.raises(ValueError, match="Expected BooleanExpression, got: abc"):
+        null | "abc"  # type: ignore
+
 
 def test_not() -> None:
     null = IsNull(Reference("a"))

From 1cb061f63e01ef2b7d6e36f8e05187b1ee7bdb17 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Fri, 21 Feb 2025 18:44:02 +0100
Subject: [PATCH 009/357] Use a join for upsert deduplication (#1685)

This changes the deduplication logic to use join to duplicate the rows.
While the original design wasn't wrong, it is more efficient to push
things down into PyArrow to have better multi-threading and no GIL.

I did a small benchmark:

```python
import time
import pyarrow as pa

from pyiceberg.catalog import Catalog
from pyiceberg.exceptions import NoSuchTableError
from pyiceberg.schema import Schema
from pyiceberg.types import NestedField, StringType, IntegerType


def _drop_table(catalog: Catalog, identifier: str) -> None:
    try:
        catalog.drop_table(identifier)
    except NoSuchTableError:
        pass
def test_vo(session_catalog: Catalog):
    catalog = session_catalog
    identifier = "default.test_upsert_benchmark"
    _drop_table(catalog, identifier)

    schema = Schema(
        NestedField(1, "idx", IntegerType(), required=True),
        NestedField(2, "number", IntegerType(), required=True),
        # Mark City as the identifier field, also known as the primary-key
        identifier_field_ids=[1],
    )

    tbl = catalog.create_table(identifier, schema=schema)

    arrow_schema = pa.schema(
        [
            pa.field("idx", pa.int32(), nullable=False),
            pa.field("number", pa.int32(), nullable=False),
        ]
    )

    # Write some data
    df = pa.Table.from_pylist(
        [
            {"idx": idx, "number": idx}
            for idx in range(1, 100000)
        ],
        schema=arrow_schema,
    )
    tbl.append(df)

    df_upsert = pa.Table.from_pylist(
        # Overlap
        [
            {"idx": idx, "number": idx}
            for idx in range(80000, 90000)
        ]+
        # Update
        [
            {"idx": idx, "number": idx + 1}
            for idx in range(90000, 100000)
        ]
        # Insert
        + [
            {"idx": idx, "number": idx}
            for idx in range(100000, 110000)],
        schema=arrow_schema,
    )

    start = time.time()

    tbl.upsert(df_upsert)

    stop = time.time()

    print(f"Took {stop-start} seconds")
```

And the result was:

```
Took 2.0412521362304688 seconds on the fd-join branch
Took 3.5236432552337646 seconds on lastest main
```
---
 pyiceberg/table/__init__.py    |  7 +++++
 pyiceberg/table/upsert_util.py | 57 +++++++++++-----------------------
 tests/table/test_upsert.py     | 42 +++++++++++++++++++++++++
 3 files changed, 67 insertions(+), 39 deletions(-)

diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index fcbd4d73c0..04ac18baf3 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -1170,6 +1170,13 @@ def upsert(
         if upsert_util.has_duplicate_rows(df, join_cols):
             raise ValueError("Duplicate rows found in source dataset based on the key columns. No upsert executed")
 
+        from pyiceberg.io.pyarrow import _check_pyarrow_schema_compatible
+
+        downcast_ns_timestamp_to_us = Config().get_bool(DOWNCAST_NS_TIMESTAMP_TO_US_ON_WRITE) or False
+        _check_pyarrow_schema_compatible(
+            self.schema(), provided_schema=df.schema, downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us
+        )
+
         # get list of rows that exist so we don't have to load the entire target table
         matched_predicate = upsert_util.create_match_filter(df, join_cols)
         matched_iceberg_table = self.scan(row_filter=matched_predicate, case_sensitive=case_sensitive).to_arrow()
diff --git a/pyiceberg/table/upsert_util.py b/pyiceberg/table/upsert_util.py
index 6cbafcd093..bf28d73baa 100644
--- a/pyiceberg/table/upsert_util.py
+++ b/pyiceberg/table/upsert_util.py
@@ -59,51 +59,30 @@ def get_rows_to_update(source_table: pa.Table, target_table: pa.Table, join_cols
     """
     Return a table with rows that need to be updated in the target table based on the join columns.
 
-    When a row is matched, an additional scan is done to evaluate the non-key columns to detect if an actual change has occurred.
-    Only matched rows that have an actual change to a non-key column value will be returned in the final output.
+    The table is joined on the identifier columns, and then checked if there are any updated rows.
+    Those are selected and everything is renamed correctly.
     """
     all_columns = set(source_table.column_names)
     join_cols_set = set(join_cols)
+    non_key_cols = all_columns - join_cols_set
 
-    non_key_cols = list(all_columns - join_cols_set)
+    if has_duplicate_rows(target_table, join_cols):
+        raise ValueError("Target table has duplicate rows, aborting upsert")
 
     if len(target_table) == 0:
         # When the target table is empty, there is nothing to update :)
         return source_table.schema.empty_table()
 
-    match_expr = functools.reduce(operator.and_, [pc.field(col).isin(target_table.column(col).to_pylist()) for col in join_cols])
-
-    matching_source_rows = source_table.filter(match_expr)
-
-    rows_to_update = []
-
-    for index in range(matching_source_rows.num_rows):
-        source_row = matching_source_rows.slice(index, 1)
-
-        target_filter = functools.reduce(operator.and_, [pc.field(col) == source_row.column(col)[0].as_py() for col in join_cols])
-
-        matching_target_row = target_table.filter(target_filter)
-
-        if matching_target_row.num_rows > 0:
-            needs_update = False
-
-            for non_key_col in non_key_cols:
-                source_value = source_row.column(non_key_col)[0].as_py()
-                target_value = matching_target_row.column(non_key_col)[0].as_py()
-
-                if source_value != target_value:
-                    needs_update = True
-                    break
-
-            if needs_update:
-                rows_to_update.append(source_row)
-
-    if rows_to_update:
-        rows_to_update_table = pa.concat_tables(rows_to_update)
-    else:
-        rows_to_update_table = source_table.schema.empty_table()
-
-    common_columns = set(source_table.column_names).intersection(set(target_table.column_names))
-    rows_to_update_table = rows_to_update_table.select(list(common_columns))
-
-    return rows_to_update_table
+    diff_expr = functools.reduce(operator.or_, [pc.field(f"{col}-lhs") != pc.field(f"{col}-rhs") for col in non_key_cols])
+
+    return (
+        source_table
+        # We already know that the schema is compatible, this is to fix large_ types
+        .cast(target_table.schema)
+        .join(target_table, keys=list(join_cols_set), join_type="inner", left_suffix="-lhs", right_suffix="-rhs")
+        .filter(diff_expr)
+        .drop_columns([f"{col}-rhs" for col in non_key_cols])
+        .rename_columns({f"{col}-lhs" if col not in join_cols else col: col for col in source_table.column_names})
+        # Finally cast to the original schema since it doesn't carry nullability:
+        # https://github.com/apache/arrow/issues/45557
+    ).cast(target_table.schema)
diff --git a/tests/table/test_upsert.py b/tests/table/test_upsert.py
index f04a453fcc..7f9e13b5a1 100644
--- a/tests/table/test_upsert.py
+++ b/tests/table/test_upsert.py
@@ -427,6 +427,48 @@ def test_create_match_filter_single_condition() -> None:
     )
 
 
+def test_upsert_with_duplicate_rows_in_table(catalog: Catalog) -> None:
+    identifier = "default.test_upsert_with_duplicate_rows_in_table"
+
+    _drop_table(catalog, identifier)
+    schema = Schema(
+        NestedField(1, "city", StringType(), required=True),
+        NestedField(2, "inhabitants", IntegerType(), required=True),
+        # Mark City as the identifier field, also known as the primary-key
+        identifier_field_ids=[1],
+    )
+
+    tbl = catalog.create_table(identifier, schema=schema)
+
+    arrow_schema = pa.schema(
+        [
+            pa.field("city", pa.string(), nullable=False),
+            pa.field("inhabitants", pa.int32(), nullable=False),
+        ]
+    )
+
+    # Write some data
+    df = pa.Table.from_pylist(
+        [
+            {"city": "Drachten", "inhabitants": 45019},
+            {"city": "Drachten", "inhabitants": 45019},
+        ],
+        schema=arrow_schema,
+    )
+    tbl.append(df)
+
+    df = pa.Table.from_pylist(
+        [
+            # Will be updated, the inhabitants has been updated
+            {"city": "Drachten", "inhabitants": 45505},
+        ],
+        schema=arrow_schema,
+    )
+
+    with pytest.raises(ValueError, match="Target table has duplicate rows, aborting upsert"):
+        _ = tbl.upsert(df)
+
+
 def test_upsert_without_identifier_fields(catalog: Catalog) -> None:
     identifier = "default.test_upsert_without_identifier_fields"
     _drop_table(catalog, identifier)

From 2d35b9d353cbf7d8904abeeed3c786c137a8e2dc Mon Sep 17 00:00:00 2001
From: Kevin Liu <kevinjqliu@users.noreply.github.com>
Date: Fri, 21 Feb 2025 14:50:52 -0500
Subject: [PATCH 010/357] Docs: Update new iceberg catalog link (#1701)

https://iceberg.apache.org/concepts/catalog/ was moved to
https://iceberg.apache.org/terms/#catalog
---
 mkdocs/docs/index.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/mkdocs/docs/index.md b/mkdocs/docs/index.md
index 2becd10c81..714baa0d69 100644
--- a/mkdocs/docs/index.md
+++ b/mkdocs/docs/index.md
@@ -64,7 +64,7 @@ You either need to install `s3fs`, `adlfs`, `gcsfs`, or `pyarrow` to be able to
 
 ## Connecting to a catalog
 
-Iceberg leverages the [catalog to have one centralized place to organize the tables](https://iceberg.apache.org/concepts/catalog/). This can be a traditional Hive catalog to store your Iceberg tables next to the rest, a vendor solution like the AWS Glue catalog, or an implementation of Icebergs' own [REST protocol](https://github.com/apache/iceberg/tree/main/open-api). Checkout the [configuration](configuration.md) page to find all the configuration details.
+Iceberg leverages the [catalog to have one centralized place to organize the tables](https://iceberg.apache.org/terms/#catalog). This can be a traditional Hive catalog to store your Iceberg tables next to the rest, a vendor solution like the AWS Glue catalog, or an implementation of Icebergs' own [REST protocol](https://github.com/apache/iceberg/tree/main/open-api). Checkout the [configuration](configuration.md) page to find all the configuration details.
 
 For the sake of demonstration, we'll configure the catalog to use the `SqlCatalog` implementation, which will store information in a local `sqlite` database. We'll also configure the catalog to store data files in the local filesystem instead of an object store. This should not be used in production due to the limited scalability.
 

From 94a2384817f1f29f6e71ad8b5d39ed00ac197d43 Mon Sep 17 00:00:00 2001
From: Kevin Liu <kevinjqliu@users.noreply.github.com>
Date: Fri, 21 Feb 2025 16:39:15 -0500
Subject: [PATCH 011/357] Remove top-level import of `pyarrow` (#1703)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

The [release candidate artifact build
environment](https://github.com/apache/iceberg-python/blob/a58f099aa501f6fd4345a331295d81fe0133554f/.github/workflows/pypi-build-artifacts.yml#L72-L74)
does not automatically install `pyarrow`. So when the import requires
`pyarrow`, it fails. See run
https://github.com/apache/iceberg-python/actions/runs/13464626812/job/37627644985

Import is via `conftest`
```
  ImportError while loading conftest '/project/tests/conftest.py'.
  /project/tests/conftest.py:52: in <module>
      from pyiceberg.catalog import Catalog, load_catalog
  ../venv/lib/python3.9/site-packages/pyiceberg/catalog/__init__.py:51: in <module>
      from pyiceberg.serializers import ToOutputFile
  ../venv/lib/python3.9/site-packages/pyiceberg/serializers.py:25: in <module>
      from pyiceberg.table.metadata import TableMetadata, TableMetadataUtil
  ../venv/lib/python3.9/site-packages/pyiceberg/table/__init__.py:65: in <module>
      from pyiceberg.io.pyarrow import ArrowScan, expression_to_pyarrow, schema_to_pyarrow
  ../venv/lib/python3.9/site-packages/pyiceberg/io/pyarrow.py:62: in <module>
      import pyarrow as pa
  E   ModuleNotFoundError: No module named 'pyarrow'
```

This isnt caught in CI since we install all extra deps by default,
including `pyarrow`


Tested in the release candidate build action on my fork:
https://github.com/kevinjqliu/iceberg-python/actions/runs/13465085426 ✅

cc @geruh

---------

Co-authored-by: Fokko Driesprong <fokko@apache.org>
---
 pyiceberg/table/__init__.py | 11 +++++++++--
 1 file changed, 9 insertions(+), 2 deletions(-)

diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index 04ac18baf3..e625b848b2 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -62,7 +62,6 @@
     manifest_evaluator,
 )
 from pyiceberg.io import FileIO, load_file_io
-from pyiceberg.io.pyarrow import ArrowScan, expression_to_pyarrow, schema_to_pyarrow
 from pyiceberg.manifest import (
     POSITIONAL_DELETE_SCHEMA,
     DataFile,
@@ -1150,6 +1149,12 @@ def upsert(
         Returns:
             An UpsertResult class (contains details of rows updated and inserted)
         """
+        try:
+            import pyarrow as pa  # noqa: F401
+        except ModuleNotFoundError as e:
+            raise ModuleNotFoundError("For writes PyArrow needs to be installed") from e
+
+        from pyiceberg.io.pyarrow import expression_to_pyarrow
         from pyiceberg.table import upsert_util
 
         if join_cols is None:
@@ -1770,7 +1775,7 @@ def to_arrow_batch_reader(self) -> pa.RecordBatchReader:
         """
         import pyarrow as pa
 
-        from pyiceberg.io.pyarrow import ArrowScan
+        from pyiceberg.io.pyarrow import ArrowScan, schema_to_pyarrow
 
         target_schema = schema_to_pyarrow(self.projection())
         batches = ArrowScan(
@@ -1828,6 +1833,8 @@ def to_polars(self) -> pl.DataFrame:
         return result
 
     def count(self) -> int:
+        from pyiceberg.io.pyarrow import ArrowScan
+
         # Usage: Calculates the total number of records in a Scan that haven't had positional deletes.
         res = 0
         # every task is a FileScanTask

From c2ecc8fe33197135d5040e72a048e8d6235d878b Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Mon, 24 Feb 2025 17:24:05 +0100
Subject: [PATCH 012/357] Upsert: Align codestyle (#1710)

Now we have the syntactic sugar
(https://github.com/apache/iceberg-python/pull/1697), we don't need
Lambda's anymore and can use the `operator.{and_,or_}` functions.

Also, the reduce is okay with just having a single argument, while
`And(*[EqualTo('a', 22)])` would fail.
```
python3
Python 3.10.14 (main, Mar 19 2024, 21:46:16) [Clang 15.0.0 (clang-1500.3.9.4)] on darwin
Type "help", "copyright", "credits" or "license" for more information.
>>> import functools
>>> functools.reduce(lambda a, b: a + b, [1])
1
>>> functools.reduce(lambda a, b: a + b, [1, 2])
3
```
---
 pyiceberg/table/upsert_util.py | 14 +++-----------
 1 file changed, 3 insertions(+), 11 deletions(-)

diff --git a/pyiceberg/table/upsert_util.py b/pyiceberg/table/upsert_util.py
index bf28d73baa..d2bd48bc99 100644
--- a/pyiceberg/table/upsert_util.py
+++ b/pyiceberg/table/upsert_util.py
@@ -16,7 +16,6 @@
 # under the License.
 import functools
 import operator
-from typing import List, cast
 
 import pyarrow as pa
 from pyarrow import Table as pyarrow_table
@@ -24,11 +23,9 @@
 
 from pyiceberg.expressions import (
     AlwaysFalse,
-    And,
     BooleanExpression,
     EqualTo,
     In,
-    Or,
 )
 
 
@@ -38,16 +35,11 @@ def create_match_filter(df: pyarrow_table, join_cols: list[str]) -> BooleanExpre
     if len(join_cols) == 1:
         return In(join_cols[0], unique_keys[0].to_pylist())
     else:
-        filters: List[BooleanExpression] = [
-            cast(BooleanExpression, And(*[EqualTo(col, row[col]) for col in join_cols])) for row in unique_keys.to_pylist()
+        filters = [
+            functools.reduce(operator.and_, [EqualTo(col, row[col]) for col in join_cols]) for row in unique_keys.to_pylist()
         ]
 
-        if len(filters) == 0:
-            return AlwaysFalse()
-        elif len(filters) == 1:
-            return filters[0]
-        else:
-            return functools.reduce(lambda a, b: Or(a, b), filters)
+        return AlwaysFalse() if len(filters) == 0 else functools.reduce(operator.or_, filters)
 
 
 def has_duplicate_rows(df: pyarrow_table, join_cols: list[str]) -> bool:

From 0f9b09a3459e96f21249389ec4ee66d5d81fe5c1 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Mon, 24 Feb 2025 17:43:32 +0100
Subject: [PATCH 013/357] Arrow: Suppress warning and cache bucket location
 (#1709)

Attemt to remove the unneccessary warning, and cache the location of the
bucket independent of the FileIO.

Fixes #1705
Fixes #1708
---
 mkdocs/docs/configuration.md | 33 +++++++++++++++---------------
 pyiceberg/io/__init__.py     |  1 +
 pyiceberg/io/pyarrow.py      | 39 +++++++++++++++++++++++-------------
 tests/io/test_pyarrow.py     |  4 ++--
 4 files changed, 45 insertions(+), 32 deletions(-)

diff --git a/mkdocs/docs/configuration.md b/mkdocs/docs/configuration.md
index c7c26c4912..bf81ff07f0 100644
--- a/mkdocs/docs/configuration.md
+++ b/mkdocs/docs/configuration.md
@@ -108,22 +108,23 @@ For the FileIO there are several configuration options available:
 
 <!-- markdown-link-check-disable -->
 
-| Key                  | Example                    | Description                                                                                                                                                                                                                                                             |
-|----------------------|----------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| s3.endpoint          | <https://10.0.19.25/>      | Configure an alternative endpoint of the S3 service for the FileIO to access. This could be used to use S3FileIO with any s3-compatible object storage service that has a different endpoint, or access a private S3 endpoint in a virtual private cloud.               |
-| s3.access-key-id     | admin                      | Configure the static access key id used to access the FileIO.                                                                                                                                                                                                           |
-| s3.secret-access-key | password                   | Configure the static secret access key used to access the FileIO.                                                                                                                                                                                                       |
-| s3.session-token     | AQoDYXdzEJr...             | Configure the static session token used to access the FileIO.                                                                                                                                                                                                           |
-| s3.role-session-name      | session                    | An optional identifier for the assumed role session.                                                                                                                                                                                                                    |
-| s3.role-arn          | arn:aws:...                | AWS Role ARN. If provided instead of access_key and secret_key, temporary credentials will be fetched by assuming this role.                                                                                                                                            |
-| s3.signer            | bearer                     | Configure the signature version of the FileIO.                                                                                                                                                                                                                          |
-| s3.signer.uri        | <http://my.signer:8080/s3> | Configure the remote signing uri if it differs from the catalog uri. Remote signing is only implemented for `FsspecFileIO`. The final request is sent to `<s3.signer.uri>/<s3.signer.endpoint>`.                                                                        |
-| s3.signer.endpoint   | v1/main/s3-sign            | Configure the remote signing endpoint. Remote signing is only implemented for `FsspecFileIO`. The final request is sent to `<s3.signer.uri>/<s3.signer.endpoint>`. (default : v1/aws/s3/sign).                                                                          |
-| s3.region            | us-west-2                  | Configure the default region used to initialize an `S3FileSystem`. `PyArrowFileIO` attempts to automatically resolve the region for each S3 bucket, falling back to this value if resolution fails.                                                                                                           |
-| s3.proxy-uri         | <http://my.proxy.com:8080> | Configure the proxy server to be used by the FileIO.                                                                                                                                                                                                                    |
-| s3.connect-timeout   | 60.0                       | Configure socket connection timeout, in seconds.                                                                                                                                                                                                                        |
-| s3.request-timeout   | 60.0                       | Configure socket read timeouts on Windows and macOS, in seconds.                                                                                                                                                                                                        |
-| s3.force-virtual-addressing   | False                       | Whether to use virtual addressing of buckets. If true, then virtual addressing is always enabled. If false, then virtual addressing is only enabled if endpoint_override is empty. This can be used for non-AWS backends that only support virtual hosted-style access. |
+| Key                         | Example                    | Description                                                                                                                                                                                                                                                             |
+|-----------------------------|----------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| s3.endpoint                 | <https://10.0.19.25/>      | Configure an alternative endpoint of the S3 service for the FileIO to access. This could be used to use S3FileIO with any s3-compatible object storage service that has a different endpoint, or access a private S3 endpoint in a virtual private cloud.               |
+| s3.access-key-id            | admin                      | Configure the static access key id used to access the FileIO.                                                                                                                                                                                                           |
+| s3.secret-access-key        | password                   | Configure the static secret access key used to access the FileIO.                                                                                                                                                                                                       |
+| s3.session-token            | AQoDYXdzEJr...             | Configure the static session token used to access the FileIO.                                                                                                                                                                                                           |
+| s3.role-session-name        | session                    | An optional identifier for the assumed role session.                                                                                                                                                                                                                    |
+| s3.role-arn                 | arn:aws:...                | AWS Role ARN. If provided instead of access_key and secret_key, temporary credentials will be fetched by assuming this role.                                                                                                                                            |
+| s3.signer                   | bearer                     | Configure the signature version of the FileIO.                                                                                                                                                                                                                          |
+| s3.signer.uri               | <http://my.signer:8080/s3> | Configure the remote signing uri if it differs from the catalog uri. Remote signing is only implemented for `FsspecFileIO`. The final request is sent to `<s3.signer.uri>/<s3.signer.endpoint>`.                                                                        |
+| s3.signer.endpoint          | v1/main/s3-sign            | Configure the remote signing endpoint. Remote signing is only implemented for `FsspecFileIO`. The final request is sent to `<s3.signer.uri>/<s3.signer.endpoint>`. (default : v1/aws/s3/sign).                                                                          |
+| s3.region                   | us-west-2                  | Configure the default region used to initialize an `S3FileSystem`. `PyArrowFileIO` attempts to automatically tries to resolve the region if this isn't set (only supported for AWS S3 Buckets).                                                                         |
+| s3.resolve-region           | False                      | Only supported for `PyArrowFileIO`, when enabled, it will always try to resolve the location of the bucket (only supported for AWS S3 Buckets).                                                                                                                         |
+| s3.proxy-uri                | <http://my.proxy.com:8080> | Configure the proxy server to be used by the FileIO.                                                                                                                                                                                                                    |
+| s3.connect-timeout          | 60.0                       | Configure socket connection timeout, in seconds.                                                                                                                                                                                                                        |
+| s3.request-timeout          | 60.0                       | Configure socket read timeouts on Windows and macOS, in seconds.                                                                                                                                                                                                        |
+| s3.force-virtual-addressing | False                      | Whether to use virtual addressing of buckets. If true, then virtual addressing is always enabled. If false, then virtual addressing is only enabled if endpoint_override is empty. This can be used for non-AWS backends that only support virtual hosted-style access. |
 
 <!-- markdown-link-check-enable-->
 
diff --git a/pyiceberg/io/__init__.py b/pyiceberg/io/__init__.py
index ac25c2d767..f4606b6f30 100644
--- a/pyiceberg/io/__init__.py
+++ b/pyiceberg/io/__init__.py
@@ -59,6 +59,7 @@
 S3_SECRET_ACCESS_KEY = "s3.secret-access-key"
 S3_SESSION_TOKEN = "s3.session-token"
 S3_REGION = "s3.region"
+S3_RESOLVE_REGION = "s3.resolve-region"
 S3_PROXY_URI = "s3.proxy-uri"
 S3_CONNECT_TIMEOUT = "s3.connect-timeout"
 S3_REQUEST_TIMEOUT = "s3.request-timeout"
diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index c0d078abc7..f7e3c7c082 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -107,6 +107,7 @@
     S3_PROXY_URI,
     S3_REGION,
     S3_REQUEST_TIMEOUT,
+    S3_RESOLVE_REGION,
     S3_ROLE_ARN,
     S3_ROLE_SESSION_NAME,
     S3_SECRET_ACCESS_KEY,
@@ -194,6 +195,17 @@
 T = TypeVar("T")
 
 
+@lru_cache
+def _cached_resolve_s3_region(bucket: str) -> Optional[str]:
+    from pyarrow.fs import resolve_s3_region
+
+    try:
+        return resolve_s3_region(bucket=bucket)
+    except (OSError, TypeError):
+        logger.warning(f"Unable to resolve region for bucket {bucket}")
+        return None
+
+
 class UnsupportedPyArrowTypeException(Exception):
     """Cannot convert PyArrow type to corresponding Iceberg type."""
 
@@ -414,23 +426,22 @@ def _initialize_oss_fs(self) -> FileSystem:
         return S3FileSystem(**client_kwargs)
 
     def _initialize_s3_fs(self, netloc: Optional[str]) -> FileSystem:
-        from pyarrow.fs import S3FileSystem, resolve_s3_region
+        from pyarrow.fs import S3FileSystem
 
-        # Resolve region from netloc(bucket), fallback to user-provided region
         provided_region = get_first_property_value(self.properties, S3_REGION, AWS_REGION)
 
-        try:
-            bucket_region = resolve_s3_region(bucket=netloc)
-        except (OSError, TypeError):
-            bucket_region = None
-            logger.warning(f"Unable to resolve region for bucket {netloc}, using default region {provided_region}")
-
-        bucket_region = bucket_region or provided_region
-        if bucket_region != provided_region:
-            logger.warning(
-                f"PyArrow FileIO overriding S3 bucket region for bucket {netloc}: "
-                f"provided region {provided_region}, actual region {bucket_region}"
-            )
+        # Do this when we don't provide the region at all, or when we explicitly enable it
+        if provided_region is None or property_as_bool(self.properties, S3_RESOLVE_REGION, False) is True:
+            # Resolve region from netloc(bucket), fallback to user-provided region
+            # Only supported by buckets hosted by S3
+            bucket_region = _cached_resolve_s3_region(bucket=netloc) or provided_region
+            if provided_region is not None and bucket_region != provided_region:
+                logger.warning(
+                    f"PyArrow FileIO overriding S3 bucket region for bucket {netloc}: "
+                    f"provided region {provided_region}, actual region {bucket_region}"
+                )
+        else:
+            bucket_region = provided_region
 
         client_kwargs: Dict[str, Any] = {
             "endpoint_override": self.properties.get(S3_ENDPOINT),
diff --git a/tests/io/test_pyarrow.py b/tests/io/test_pyarrow.py
index e2be7872a9..3f43d9215a 100644
--- a/tests/io/test_pyarrow.py
+++ b/tests/io/test_pyarrow.py
@@ -2285,14 +2285,14 @@ def _s3_region_map(bucket: str) -> str:
         raise OSError("Unknown bucket")
 
     # For a pyarrow io instance with configured default s3 region
-    pyarrow_file_io = PyArrowFileIO({"s3.region": user_provided_region})
+    pyarrow_file_io = PyArrowFileIO({"s3.region": user_provided_region, "s3.resolve-region": "true"})
     with patch("pyarrow.fs.resolve_s3_region") as mock_s3_region_resolver:
         mock_s3_region_resolver.side_effect = _s3_region_map
 
         # The region is set to provided region if bucket region cannot be resolved
         with caplog.at_level(logging.WARNING):
             assert pyarrow_file_io.new_input("s3://non-exist-bucket/path/to/file")._filesystem.region == user_provided_region
-        assert f"Unable to resolve region for bucket non-exist-bucket, using default region {user_provided_region}" in caplog.text
+        assert "Unable to resolve region for bucket non-exist-bucket" in caplog.text
 
         for bucket_region in bucket_regions:
             # For s3 scheme, region is overwritten by resolved bucket region if different from user provided region

From 89f5b21775567caa8e86e1c6617dce90a7ada507 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 24 Feb 2025 18:33:02 -0500
Subject: [PATCH 014/357] Build: Bump mkdocs-autorefs from 1.3.1 to 1.4.0
 (#1712)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [mkdocs-autorefs](https://github.com/mkdocstrings/autorefs) from
1.3.1 to 1.4.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/autorefs/releases">mkdocs-autorefs's
releases</a>.</em></p>
<blockquote>
<h2>1.4.0</h2>
<h2><a
href="https://github.com/mkdocstrings/autorefs/releases/tag/1.4.0">1.4.0</a>
- 2025-02-24</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/autorefs/compare/1.3.1...1.4.0">Compare
with 1.3.1</a><!-- raw HTML omitted --></p>
<h3>Features</h3>
<ul>
<li>Add backlinks feature (<a
href="https://github.com/mkdocstrings/autorefs/commit/5a3b38753c68cabd047fd062afba66417ccd124e">5a3b387</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/autorefs/pull/65">PR-65</a>,
<a
href="https://redirect.github.com/mkdocstrings/mkdocstrings/issues/723">Issue-mkdocstrings-723</a>,
<a
href="https://redirect.github.com/mkdocstrings/python/issues/153">Issue-mkdocstrings-python-153</a></li>
<li>Add <code>strip_title_tags</code> option (<a
href="https://github.com/mkdocstrings/autorefs/commit/00ce2031a1a648c7d6f682ff7e94138c73957b20">00ce203</a>
and <a
href="https://github.com/mkdocstrings/autorefs/commit/b21aefd79b7f53c1b153be635cf4a8ccf1fcdb2f">b21aefd</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/autorefs/issues/33">Issue-33</a></li>
<li>Add <code>link_titles</code> option and adapt related logic (<a
href="https://github.com/mkdocstrings/autorefs/commit/e3b602e60a5836e3ef41433d5490202a9656f603">e3b602e</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/autorefs/issues/33">Issue-33</a>,
<a
href="https://redirect.github.com/mkdocstrings/autorefs/issues/62">Issue-62</a></li>
</ul>
<h3>Code Refactoring</h3>
<ul>
<li>Move code to internal folder, expose public API in top-level module,
document all public objects (<a
href="https://github.com/mkdocstrings/autorefs/commit/9615d13e2f85640ebb1c6c055d41f068752884b2">9615d13</a>
by Timothée Mazzucotelli).</li>
<li>Store actual page instance instead of URL in plugin's
<code>current_page</code> attribute (<a
href="https://github.com/mkdocstrings/autorefs/commit/8023588ee38dc86299010979b05873dfd6b5039a">8023588</a>
and <a
href="https://github.com/mkdocstrings/autorefs/commit/2009f85eb10abc14b35c74a969c84744ee1f98ed">2009f85</a>
by Timothée Mazzucotelli).</li>
<li>Use the <code>on_env</code> hook to fix cross-references (<a
href="https://github.com/mkdocstrings/autorefs/commit/70fec3e270e2d8f95213d63b8a99962b9d30569c">70fec3e</a>
by Timothée Mazzucotelli). <a
href="https://github.com/mkdocs/mkdocs/discussions/3917">Discussion-mkdocs-3917</a></li>
<li>Record heading titles alongside URLs (<a
href="https://github.com/mkdocstrings/autorefs/commit/791782eef8f85aad84c39bf4f82286613f055322">791782e</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/autorefs/issues/33">Issue-33</a></li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/autorefs/blob/main/CHANGELOG.md">mkdocs-autorefs's
changelog</a>.</em></p>
<blockquote>
<h2><a
href="https://github.com/mkdocstrings/autorefs/releases/tag/1.4.0">1.4.0</a>
- 2025-02-24</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/autorefs/compare/1.3.1...1.4.0">Compare
with 1.3.1</a><!-- raw HTML omitted --></p>
<h3>Features</h3>
<ul>
<li>Add backlinks feature (<a
href="https://github.com/mkdocstrings/autorefs/commit/5a3b38753c68cabd047fd062afba66417ccd124e">5a3b387</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/autorefs/pull/65">PR-65</a>,
<a
href="https://redirect.github.com/mkdocstrings/mkdocstrings/issues/723">Issue-mkdocstrings-723</a>,
<a
href="https://redirect.github.com/mkdocstrings/python/issues/153">Issue-mkdocstrings-python-153</a></li>
<li>Add <code>strip_title_tags</code> option (<a
href="https://github.com/mkdocstrings/autorefs/commit/00ce2031a1a648c7d6f682ff7e94138c73957b20">00ce203</a>
and <a
href="https://github.com/mkdocstrings/autorefs/commit/b21aefd79b7f53c1b153be635cf4a8ccf1fcdb2f">b21aefd</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/autorefs/issues/33">Issue-33</a></li>
<li>Add <code>link_titles</code> option and adapt related logic (<a
href="https://github.com/mkdocstrings/autorefs/commit/e3b602e60a5836e3ef41433d5490202a9656f603">e3b602e</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/autorefs/issues/33">Issue-33</a>,
<a
href="https://redirect.github.com/mkdocstrings/autorefs/issues/62">Issue-62</a></li>
</ul>
<h3>Code Refactoring</h3>
<ul>
<li>Move code to internal folder, expose public API in top-level module,
document all public objects (<a
href="https://github.com/mkdocstrings/autorefs/commit/9615d13e2f85640ebb1c6c055d41f068752884b2">9615d13</a>
by Timothée Mazzucotelli).</li>
<li>Store actual page instance instead of URL in plugin's
<code>current_page</code> attribute (<a
href="https://github.com/mkdocstrings/autorefs/commit/8023588ee38dc86299010979b05873dfd6b5039a">8023588</a>
and <a
href="https://github.com/mkdocstrings/autorefs/commit/2009f85eb10abc14b35c74a969c84744ee1f98ed">2009f85</a>
by Timothée Mazzucotelli).</li>
<li>Use the <code>on_env</code> hook to fix cross-references (<a
href="https://github.com/mkdocstrings/autorefs/commit/70fec3e270e2d8f95213d63b8a99962b9d30569c">70fec3e</a>
by Timothée Mazzucotelli). <a
href="https://github.com/mkdocs/mkdocs/discussions/3917">Discussion-mkdocs-3917</a></li>
<li>Record heading titles alongside URLs (<a
href="https://github.com/mkdocstrings/autorefs/commit/791782eef8f85aad84c39bf4f82286613f055322">791782e</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/autorefs/issues/33">Issue-33</a></li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/mkdocstrings/autorefs/commit/901d382c8bc727ac89c1cc1e1fce82783ae371fb"><code>901d382</code></a>
chore: Prepare release 1.4.0</li>
<li><a
href="https://github.com/mkdocstrings/autorefs/commit/b21aefd79b7f53c1b153be635cf4a8ccf1fcdb2f"><code>b21aefd</code></a>
fix: Only preserve tags in titles if Material for MkDocs'
<code>content.tooltips</code> ...</li>
<li><a
href="https://github.com/mkdocstrings/autorefs/commit/b653e01e61f027a5954f9c40b9ab3476bcd09847"><code>b653e01</code></a>
chore: Reorganize code within modules</li>
<li><a
href="https://github.com/mkdocstrings/autorefs/commit/3b769b71f2df6f6718ecca1ad2831cd1c1d83620"><code>3b769b7</code></a>
docs: Simplify API docs</li>
<li><a
href="https://github.com/mkdocstrings/autorefs/commit/b04c64d5fafb28b6df7f64fddc4da4bf436c2bd5"><code>b04c64d</code></a>
chore: Template upgrade</li>
<li><a
href="https://github.com/mkdocstrings/autorefs/commit/2009f85eb10abc14b35c74a969c84744ee1f98ed"><code>2009f85</code></a>
fix: Patch MkDocs pages to provide an <code>__str__</code> method
returning their URL</li>
<li><a
href="https://github.com/mkdocstrings/autorefs/commit/9615d13e2f85640ebb1c6c055d41f068752884b2"><code>9615d13</code></a>
refactor: Move code to internal folder, expose public API in top-level
module...</li>
<li><a
href="https://github.com/mkdocstrings/autorefs/commit/101651c117393d1a49a64e85e8ac29e9dabd7c85"><code>101651c</code></a>
chore: Template upgrade</li>
<li><a
href="https://github.com/mkdocstrings/autorefs/commit/5a3b38753c68cabd047fd062afba66417ccd124e"><code>5a3b387</code></a>
feat: Add backlinks feature</li>
<li><a
href="https://github.com/mkdocstrings/autorefs/commit/8023588ee38dc86299010979b05873dfd6b5039a"><code>8023588</code></a>
refactor: Store actual page instance instead of URL in plugin's
`current_page...</li>
<li>Additional commits viewable in <a
href="https://github.com/mkdocstrings/autorefs/compare/1.3.1...1.4.0">compare
view</a></li>
</ul>
</details>
<br />


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Dependabot will resolve any conflicts with this PR as long as you don't
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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index ee221f75c9..2981a004a5 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2340,13 +2340,13 @@ min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-imp
 
 [[package]]
 name = "mkdocs-autorefs"
-version = "1.3.1"
+version = "1.4.0"
 description = "Automatically link across pages in MkDocs."
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "mkdocs_autorefs-1.3.1-py3-none-any.whl", hash = "sha256:18c504ae4d3ee7f344369bb26cb31d4105569ee252aab7d75ec2734c2c8b0474"},
-    {file = "mkdocs_autorefs-1.3.1.tar.gz", hash = "sha256:a6d30cbcccae336d622a66c2418a3c92a8196b69782774529ad441abb23c0902"},
+    {file = "mkdocs_autorefs-1.4.0-py3-none-any.whl", hash = "sha256:bad19f69655878d20194acd0162e29a89c3f7e6365ffe54e72aa3fd1072f240d"},
+    {file = "mkdocs_autorefs-1.4.0.tar.gz", hash = "sha256:a9c0aa9c90edbce302c09d050a3c4cb7c76f8b7b2c98f84a7a05f53d00392156"},
 ]
 
 [package.dependencies]
@@ -5532,4 +5532,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "b18158e6bf67fe4a4bd94f2641198c6878d70e511165c869b4bd1560a0bb95d5"
+content-hash = "fd70e0dda983943ded487ceac2768279f516cc7f5bcca03d0f602fa73f180fe2"
diff --git a/pyproject.toml b/pyproject.toml
index c5b4334173..7fc4dbeefb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -108,7 +108,7 @@ jinja2 = "3.1.5"
 mkdocstrings = "0.28.1"
 mkdocstrings-python = "1.16.1"
 mkdocs-literate-nav = "0.6.1"
-mkdocs-autorefs = "1.3.1"
+mkdocs-autorefs = "1.4.0"
 mkdocs-gen-files = "0.5.0"
 mkdocs-material = "9.6.5"
 mkdocs-material-extensions = "1.3.1"

From a02fadce6151d10a6cdd02b67b44803f71f5166a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 24 Feb 2025 18:33:13 -0500
Subject: [PATCH 015/357] Build: Bump moto from 5.0.28 to 5.1.0 (#1713)

Bumps [moto](https://github.com/getmoto/moto) from 5.0.28 to 5.1.0.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/getmoto/moto/blob/master/CHANGELOG.md">moto's
changelog</a>.</em></p>
<blockquote>
<h2>5.1.0</h2>
<p>Docker Digest for 5.1.0:
<em>sha256:aaf5f4a72412b753b2115417e26360612564d3a29b1831f9316708e15138d699</em></p>
<pre><code>* General:
    * Dropped support for Python 3.8
<ul>
<li>
<p>New Services:</p>
<ul>
<li>
<p>Lex V2 Models:</p>
<ul>
<li>create_bot()</li>
<li>create_bot_alias()</li>
<li>create_resource_policy()</li>
<li>delete_bot()</li>
<li>delete_bot_alias()</li>
<li>delete_resource_policy()</li>
<li>describe_bot()</li>
<li>describe_bot_alias()</li>
<li>describe_resource_policy()</li>
<li>list_bots()</li>
<li>list_bot_aliases()</li>
<li>list_tags_for_resource()</li>
<li>tag_resource()</li>
<li>update_bot()</li>
<li>update_bot_alias()</li>
<li>update_resource_policy()</li>
<li>untag_resource()</li>
</ul>
</li>
<li>
<p>CloudHSM V2:</p>
<ul>
<li>create_cluster()</li>
<li>delete_cluster()</li>
<li>describe_backups()</li>
<li>describe_clusters()</li>
<li>get_resource_policy()</li>
<li>list_tags()</li>
<li>put_resource_policy()</li>
<li>tag_resource()</li>
<li>untag_resource()</li>
</ul>
</li>
</ul>
</li>
<li>
<p>New Methods:</p>
<ul>
<li>
<p>ElasticSearch:</p>
<ul>
<li>add_tags()</li>
<li>list_tags()</li>
<li>remove_tags()</li>
</ul>
</li>
<li>
<p>RDS:</p>
<ul>
<li>describe_events()</li>
<li>describe_db_log_files()</li>
<li>failover_db_cluster()</li>
<li>restore_db_cluster_to_point_in_time()<br />
</code></pre></li>
</ul>
</li>
</ul>
</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/getmoto/moto/commit/3c5e056c2b9c0954cba3719a341be33808c46300"><code>3c5e056</code></a>
Pre-Release: Up Version Number</li>
<li><a
href="https://github.com/getmoto/moto/commit/150778f11e3a35a8f3c0104220968875d1a3030a"><code>150778f</code></a>
Prep release 5.1.0 (<a
href="https://redirect.github.com/getmoto/moto/issues/8618">#8618</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/4acaf84f95e6cfc40784d575fbdcdcda801cab02"><code>4acaf84</code></a>
Admin: Drop support for Python 3.8 (<a
href="https://redirect.github.com/getmoto/moto/issues/8617">#8617</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/2b282d9c6a25bef683920f86493188254e2725fa"><code>2b282d9</code></a>
Admin: Add CPP tests (<a
href="https://redirect.github.com/getmoto/moto/issues/8613">#8613</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/b22cbf133e28cd3aee2a0e4674a2e0b730c79589"><code>b22cbf1</code></a>
chore: update EC2 Instance Offerings (<a
href="https://redirect.github.com/getmoto/moto/issues/8614">#8614</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/12a03d72a5eb11c153fcc26bed4648670c271a91"><code>12a03d7</code></a>
chore: update EC2 Instance Types (<a
href="https://redirect.github.com/getmoto/moto/issues/8615">#8615</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/23fdc96711867b85cd0ad545301bcb4513cc168a"><code>23fdc96</code></a>
chore: update SSM default parameters (<a
href="https://redirect.github.com/getmoto/moto/issues/8616">#8616</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/c2d61ae6d6e5bfac7b51c8e86059f67e28cb5b0a"><code>c2d61ae</code></a>
CloudHSMv2 Integration (<a
href="https://redirect.github.com/getmoto/moto/issues/8532">#8532</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/e1ddea8a0257bd069c2c1e564327d8543e4eaed5"><code>e1ddea8</code></a>
Logs: Add new methods (<a
href="https://redirect.github.com/getmoto/moto/issues/8608">#8608</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/d00aa025b6c3d37977508b5d5e81ecad4ca15159"><code>d00aa02</code></a>
Lex v2 Models Support (<a
href="https://redirect.github.com/getmoto/moto/issues/8533">#8533</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/getmoto/moto/compare/5.0.28...5.1.0">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock | 20 ++++++++++----------
 1 file changed, 10 insertions(+), 10 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 2981a004a5..c003380c2a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2597,13 +2597,13 @@ type = ["mypy (==1.14.1)"]
 
 [[package]]
 name = "moto"
-version = "5.0.28"
+version = "5.1.0"
 description = "A library that allows you to easily mock out tests based on AWS infrastructure"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "moto-5.0.28-py3-none-any.whl", hash = "sha256:2dfbea1afe3b593e13192059a1a7fc4b3cf7fdf92e432070c22346efa45aa0f0"},
-    {file = "moto-5.0.28.tar.gz", hash = "sha256:4d3437693411ec943c13c77de5b0b520c4b0a9ac850fead4ba2a54709e086e8b"},
+    {file = "moto-5.1.0-py3-none-any.whl", hash = "sha256:4fada00cedfba661aa58fe0b33b3ba9a0ef96d0e9937c9bed5163053898b4a27"},
+    {file = "moto-5.1.0.tar.gz", hash = "sha256:879274a9d2213ca49706e3c8ea380d90953ec1ec642976f6315255394d36edc0"},
 ]
 
 [package.dependencies]
@@ -2619,7 +2619,7 @@ flask-cors = {version = "*", optional = true, markers = "extra == \"server\""}
 graphql-core = {version = "*", optional = true, markers = "extra == \"server\""}
 Jinja2 = ">=2.10.1"
 joserfc = {version = ">=0.9.0", optional = true, markers = "extra == \"server\""}
-jsonpath-ng = {version = "*", optional = true, markers = "extra == \"server\""}
+jsonpath_ng = {version = "*", optional = true, markers = "extra == \"server\""}
 openapi-spec-validator = {version = ">=0.5.0", optional = true, markers = "extra == \"server\""}
 py-partiql-parser = {version = "0.6.1", optional = true, markers = "extra == \"server\""}
 pyparsing = {version = ">=3.0.7", optional = true, markers = "extra == \"server\""}
@@ -2632,7 +2632,7 @@ werkzeug = ">=0.5,<2.2.0 || >2.2.0,<2.2.1 || >2.2.1"
 xmltodict = "*"
 
 [package.extras]
-all = ["PyYAML (>=5.1)", "antlr4-python3-runtime", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>=0.40.0)", "docker (>=3.0.0)", "graphql-core", "joserfc (>=0.9.0)", "jsonpath-ng", "jsonschema", "multipart", "openapi-spec-validator (>=0.5.0)", "py-partiql-parser (==0.6.1)", "pyparsing (>=3.0.7)", "setuptools"]
+all = ["PyYAML (>=5.1)", "antlr4-python3-runtime", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>=0.40.0)", "docker (>=3.0.0)", "graphql-core", "joserfc (>=0.9.0)", "jsonpath_ng", "jsonschema", "multipart", "openapi-spec-validator (>=0.5.0)", "py-partiql-parser (==0.6.1)", "pyparsing (>=3.0.7)", "setuptools"]
 apigateway = ["PyYAML (>=5.1)", "joserfc (>=0.9.0)", "openapi-spec-validator (>=0.5.0)"]
 apigatewayv2 = ["PyYAML (>=5.1)", "openapi-spec-validator (>=0.5.0)"]
 appsync = ["graphql-core"]
@@ -2642,16 +2642,16 @@ cloudformation = ["PyYAML (>=5.1)", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>
 cognitoidp = ["joserfc (>=0.9.0)"]
 dynamodb = ["docker (>=3.0.0)", "py-partiql-parser (==0.6.1)"]
 dynamodbstreams = ["docker (>=3.0.0)", "py-partiql-parser (==0.6.1)"]
-events = ["jsonpath-ng"]
+events = ["jsonpath_ng"]
 glue = ["pyparsing (>=3.0.7)"]
-proxy = ["PyYAML (>=5.1)", "antlr4-python3-runtime", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>=0.40.0)", "docker (>=2.5.1)", "graphql-core", "joserfc (>=0.9.0)", "jsonpath-ng", "multipart", "openapi-spec-validator (>=0.5.0)", "py-partiql-parser (==0.6.1)", "pyparsing (>=3.0.7)", "setuptools"]
+proxy = ["PyYAML (>=5.1)", "antlr4-python3-runtime", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>=0.40.0)", "docker (>=2.5.1)", "graphql-core", "joserfc (>=0.9.0)", "jsonpath_ng", "multipart", "openapi-spec-validator (>=0.5.0)", "py-partiql-parser (==0.6.1)", "pyparsing (>=3.0.7)", "setuptools"]
 quicksight = ["jsonschema"]
 resourcegroupstaggingapi = ["PyYAML (>=5.1)", "cfn-lint (>=0.40.0)", "docker (>=3.0.0)", "graphql-core", "joserfc (>=0.9.0)", "openapi-spec-validator (>=0.5.0)", "py-partiql-parser (==0.6.1)", "pyparsing (>=3.0.7)"]
 s3 = ["PyYAML (>=5.1)", "py-partiql-parser (==0.6.1)"]
 s3crc32c = ["PyYAML (>=5.1)", "crc32c", "py-partiql-parser (==0.6.1)"]
-server = ["PyYAML (>=5.1)", "antlr4-python3-runtime", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>=0.40.0)", "docker (>=3.0.0)", "flask (!=2.2.0,!=2.2.1)", "flask-cors", "graphql-core", "joserfc (>=0.9.0)", "jsonpath-ng", "openapi-spec-validator (>=0.5.0)", "py-partiql-parser (==0.6.1)", "pyparsing (>=3.0.7)", "setuptools"]
+server = ["PyYAML (>=5.1)", "antlr4-python3-runtime", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>=0.40.0)", "docker (>=3.0.0)", "flask (!=2.2.0,!=2.2.1)", "flask-cors", "graphql-core", "joserfc (>=0.9.0)", "jsonpath_ng", "openapi-spec-validator (>=0.5.0)", "py-partiql-parser (==0.6.1)", "pyparsing (>=3.0.7)", "setuptools"]
 ssm = ["PyYAML (>=5.1)"]
-stepfunctions = ["antlr4-python3-runtime", "jsonpath-ng"]
+stepfunctions = ["antlr4-python3-runtime", "jsonpath_ng"]
 xray = ["aws-xray-sdk (>=0.93,!=0.96)", "setuptools"]
 
 [[package]]

From 92ca9317335675b07b9c6cf92e2c72368a6778b8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 24 Feb 2025 18:33:23 -0500
Subject: [PATCH 016/357] Build: Bump polars from 1.22.0 to 1.23.0 (#1715)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [polars](https://github.com/pola-rs/polars) from 1.22.0 to 1.23.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/pola-rs/polars/releases">polars's
releases</a>.</em></p>
<blockquote>
<h2>Python Polars 1.23.0</h2>
<h2>🚀 Performance improvements</h2>
<ul>
<li>Toggle projection pushdown for eager rolling (<a
href="https://redirect.github.com/pola-rs/polars/issues/21405">#21405</a>)</li>
<li>Fix pathologic <code>rolling + group-by</code> performance and
memory explosion (<a
href="https://redirect.github.com/pola-rs/polars/issues/21403">#21403</a>)</li>
<li>Add sampling to new-streaming equi join to decide between
build/probe side (<a
href="https://redirect.github.com/pola-rs/polars/issues/21197">#21197</a>)</li>
</ul>
<h2>✨ Enhancements</h2>
<ul>
<li>Implement i128 -&gt; str cast (<a
href="https://redirect.github.com/pola-rs/polars/issues/21411">#21411</a>)</li>
<li>Connect polars-cloud (<a
href="https://redirect.github.com/pola-rs/polars/issues/21387">#21387</a>)</li>
<li>Version DSL (<a
href="https://redirect.github.com/pola-rs/polars/issues/21383">#21383</a>)</li>
<li>Make user facing binary formats mostly self describing (<a
href="https://redirect.github.com/pola-rs/polars/issues/21380">#21380</a>)</li>
<li>Filter hive files using predicates in new streaming (<a
href="https://redirect.github.com/pola-rs/polars/issues/21372">#21372</a>)</li>
<li>Add negative slicing to new streaming multiscan (<a
href="https://redirect.github.com/pola-rs/polars/issues/21219">#21219</a>)</li>
<li>Allow iterable of frames as input to <code>align_frames</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/21209">#21209</a>)</li>
<li>Implement sorted flags for struct series (<a
href="https://redirect.github.com/pola-rs/polars/issues/21290">#21290</a>)</li>
<li>Support reading arrow Map type from Delta (<a
href="https://redirect.github.com/pola-rs/polars/issues/21330">#21330</a>)</li>
<li>Add a dedicated <code>remove</code> method for
<code>DataFrame</code> and <code>LazyFrame</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/21259">#21259</a>)</li>
<li>Rename <code>credentials</code> parameter to <code>credential</code>
in <code>CredentialProviderAzure</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/21295">#21295</a>)</li>
<li>Implement <code>merge_sorted</code> for struct (<a
href="https://redirect.github.com/pola-rs/polars/issues/21205">#21205</a>)</li>
<li>Add positive slice for new streaming MultiScan (<a
href="https://redirect.github.com/pola-rs/polars/issues/21191">#21191</a>)</li>
<li>Don't take in rewriting visitor (<a
href="https://redirect.github.com/pola-rs/polars/issues/21212">#21212</a>)</li>
<li>Add SQL support for the <code>DELETE</code> statement (<a
href="https://redirect.github.com/pola-rs/polars/issues/21190">#21190</a>)</li>
<li>Add row index to new streaming multiscan (<a
href="https://redirect.github.com/pola-rs/polars/issues/21169">#21169</a>)</li>
<li>Improve DataFrame fmt in explain (<a
href="https://redirect.github.com/pola-rs/polars/issues/21158">#21158</a>)</li>
</ul>
<h2>🐞 Bug fixes</h2>
<ul>
<li>Method <code>dt.ordinal_day</code> was returning UTC results as
opposed to those on the local timestamp (<a
href="https://redirect.github.com/pola-rs/polars/issues/21410">#21410</a>)</li>
<li>Use Kahan summation for rolling sum kernels. Fix numerical stability
issues (<a
href="https://redirect.github.com/pola-rs/polars/issues/21413">#21413</a>)</li>
<li>Add scalar checks for <code>n</code> and <code>fill_value</code>
parameters in <code>shift</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/21292">#21292</a>)</li>
<li>Upcast small integer dtypes for rolling sum operations (<a
href="https://redirect.github.com/pola-rs/polars/issues/21397">#21397</a>)</li>
<li>Don't silently produce null values from invalid input to
<code>pl.datetime</code> and <code>pl.date</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/21013">#21013</a>)</li>
<li>Allow duration multiplied w/ primitive to propagate in IR schema (<a
href="https://redirect.github.com/pola-rs/polars/issues/21394">#21394</a>)</li>
<li>Struct arithmetic broadcasting behavior (<a
href="https://redirect.github.com/pola-rs/polars/issues/21382">#21382</a>)</li>
<li>Prefiltered optional plain primitive kernel (<a
href="https://redirect.github.com/pola-rs/polars/issues/21381">#21381</a>)</li>
<li>Panic when projecting only row index from IPC file (<a
href="https://redirect.github.com/pola-rs/polars/issues/21361">#21361</a>)</li>
<li>Properly update groups after <code>gather</code> in aggregation
context (<a
href="https://redirect.github.com/pola-rs/polars/issues/21369">#21369</a>)</li>
<li>Mark test as may_fail_auto_streaming (<a
href="https://redirect.github.com/pola-rs/polars/issues/21373">#21373</a>)</li>
<li>Properly set <code>fast_unique</code> in EnumBuilder (<a
href="https://redirect.github.com/pola-rs/polars/issues/21366">#21366</a>)</li>
<li>Rust test race condition (<a
href="https://redirect.github.com/pola-rs/polars/issues/21368">#21368</a>)</li>
<li>Fix unequal DataFrame column heights from parquet hive scan with
filter (<a
href="https://redirect.github.com/pola-rs/polars/issues/21340">#21340</a>)</li>
<li>Fix ColumnNotFound error selecting <code>len()</code> after
semi/anti join (<a
href="https://redirect.github.com/pola-rs/polars/issues/21355">#21355</a>)</li>
<li>Merge Parquet nested and flat decoders (<a
href="https://redirect.github.com/pola-rs/polars/issues/21342">#21342</a>)</li>
<li>Incorrect atomic ordering in Connector (<a
href="https://redirect.github.com/pola-rs/polars/issues/21341">#21341</a>)</li>
<li>Method <code>dt.offset_by</code> was discarding month and year info
if day was included in offset for timezone-aware columns (<a
href="https://redirect.github.com/pola-rs/polars/issues/21291">#21291</a>)</li>
<li>Fix pickling <code>polars.col</code> on Python versions &lt;3.11 (<a
href="https://redirect.github.com/pola-rs/polars/issues/21333">#21333</a>)</li>
<li>Fix duplicate column names after join if suffix already present (<a
href="https://redirect.github.com/pola-rs/polars/issues/21315">#21315</a>)</li>
<li>Skip Batches Expression for boolean literals (<a
href="https://redirect.github.com/pola-rs/polars/issues/21310">#21310</a>)</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pola-rs/polars/commit/a0f355d7696d4008ee1a3b07358965e42013d203"><code>a0f355d</code></a>
Python Polars 1.23 (<a
href="https://redirect.github.com/pola-rs/polars/issues/21414">#21414</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/5b48926cd2e0c9a527b0d28d8813afbb42378935"><code>5b48926</code></a>
fix: Method <code>dt.ordinal_day</code> was returning UTC results as
opposed to those on...</li>
<li><a
href="https://github.com/pola-rs/polars/commit/7f8adfedb677b47bd4e5cb065d203805ed8c2b62"><code>7f8adfe</code></a>
fix: Use Kahan summation for rolling sum kernels. Fix numerical
stability iss...</li>
<li><a
href="https://github.com/pola-rs/polars/commit/f94df458ac8867643e137e44afc0a4d893b4c682"><code>f94df45</code></a>
docs(python): Fix doc for SQL Functions navigation (<a
href="https://redirect.github.com/pola-rs/polars/issues/21412">#21412</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/b905ffccb4d67f71ebae0dc2e863f461be668edd"><code>b905ffc</code></a>
feat: Implement i128 -&gt; str cast (<a
href="https://redirect.github.com/pola-rs/polars/issues/21411">#21411</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/f5d71bde25d722e4a3e144b8a18cec1b7c24558e"><code>f5d71bd</code></a>
perf: Toggle projection pushdown for eager rolling (<a
href="https://redirect.github.com/pola-rs/polars/issues/21405">#21405</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/789f38b4d61a9a030744cf7e2787f4ca39bbf4c5"><code>789f38b</code></a>
fix: Add scalar checks for <code>n</code> and <code>fill_value</code>
parameters in <code>shift</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/21292">#21292</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/ad7fdf17a40cf9ba88bf687514db9e94eb113259"><code>ad7fdf1</code></a>
perf: Fix pathologic <code>rolling + group-by</code> performance and
memory explosion (#...</li>
<li><a
href="https://github.com/pola-rs/polars/commit/62bc08b691743bdad2e54648bceacdbe2cc6d69d"><code>62bc08b</code></a>
fix: Upcast small integer dtypes for rolling sum operations (<a
href="https://redirect.github.com/pola-rs/polars/issues/21397">#21397</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/49593a7fef2f02f72cae24d4f05f38c749a651ca"><code>49593a7</code></a>
fix: Don't silently produce null values from invalid input to
<code>pl.datetime</code> a...</li>
<li>Additional commits viewable in <a
href="https://github.com/pola-rs/polars/compare/py-1.22.0...py-1.23.0">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock | 17 +++++++++--------
 1 file changed, 9 insertions(+), 8 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index c003380c2a..7f3ad6b221 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3285,18 +3285,18 @@ files = [
 
 [[package]]
 name = "polars"
-version = "1.22.0"
+version = "1.23.0"
 description = "Blazingly fast DataFrame library"
 optional = true
 python-versions = ">=3.9"
 files = [
-    {file = "polars-1.22.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:6250f838b916fab23ccafe90928d7952afc328d316c956b42d152b20c86ffd9c"},
-    {file = "polars-1.22.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:5ee3cf3783205709ce31f070f2b4ee4296fec08f2c744a9c37acc7d360121022"},
-    {file = "polars-1.22.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:94f25b4ef131da046d05b8235c5f29997630ee2125ebc0553b92258e88f7a8fa"},
-    {file = "polars-1.22.0-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:729e6be8a884812a206518195a2fb407b61962323886095ede1a2a934cdb1410"},
-    {file = "polars-1.22.0-cp39-abi3-win_amd64.whl", hash = "sha256:78b8bcd1735e9376815d117aeae49391441b2199b5a70a300669d692b34ec713"},
-    {file = "polars-1.22.0-cp39-abi3-win_arm64.whl", hash = "sha256:cde8f56c408151ab9790c43485b90f690d5c198ce26ab38a845045c73c999325"},
-    {file = "polars-1.22.0.tar.gz", hash = "sha256:8d94ae25085d92de10d93ab6a06c94f8c911bd5d9c1ff17cd1073a9dca766029"},
+    {file = "polars-1.23.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:d9d344958cb9bfe1bd42c1af910cb000c0dfa2892b849f2cd35649e0bcd10fab"},
+    {file = "polars-1.23.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:37ca01c31909ead40f32eb275b578c576bdd2e93730a07f3a38688b1c84f6ca8"},
+    {file = "polars-1.23.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3cb0b944ddfc13eefa3b8c244cba39790226fd11c861cbba9db2a1cbe033387a"},
+    {file = "polars-1.23.0-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:655d296078c99cd3f5cefc3ec1f1447676a64f0d7dcd2f89d919f19bf84fa53f"},
+    {file = "polars-1.23.0-cp39-abi3-win_amd64.whl", hash = "sha256:b774f04d77ed4153d9539e546db5ad6ff4757c79dfe981e22400eb59299c5493"},
+    {file = "polars-1.23.0-cp39-abi3-win_arm64.whl", hash = "sha256:701df6381665c56da18704305119ce73983b1bead3378fbc8fac7ffd24817e93"},
+    {file = "polars-1.23.0.tar.gz", hash = "sha256:4305e87e4c48bc4ae8401a055fb5431c4c0c4e88855e648927269f31e6d338f0"},
 ]
 
 [package.extras]
@@ -3317,6 +3317,7 @@ numpy = ["numpy (>=1.16.0)"]
 openpyxl = ["openpyxl (>=3.0.0)"]
 pandas = ["pandas", "polars[pyarrow]"]
 plot = ["altair (>=5.4.0)"]
+polars-cloud = ["polars-cloud (>=0.0.1a1)"]
 pyarrow = ["pyarrow (>=7.0.0)"]
 pydantic = ["pydantic"]
 sqlalchemy = ["polars[pandas]", "sqlalchemy"]

From 53176bcdee3f6ae4f13589b3fe1d7016690d4b6f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 24 Feb 2025 18:33:35 -0500
Subject: [PATCH 017/357] Build: Bump mypy-boto3-glue from 1.36.4 to 1.37.0
 (#1716)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [mypy-boto3-glue](https://github.com/youtype/mypy_boto3_builder)
from 1.36.4 to 1.37.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/youtype/mypy_boto3_builder/releases">mypy-boto3-glue's
releases</a>.</em></p>
<blockquote>
<h2>8.8.0 - Python 3.8 runtime is back</h2>
<h3>Changed</h3>
<ul>
<li><code>[services]</code> <code>install_requires</code> section is
calculated based on dependencies in use, so
<code>typing-extensions</code> version is set properly</li>
<li><code>[all]</code> Replaced <code>typing</code> imports with
<code>collections.abc</code> with a fallback to <code>typing</code> for
Python &lt;3.9</li>
<li><code>[all]</code> Added aliases for <code>builtins.list</code>,
<code>builtins.set</code>, <code>builtins.dict</code>, and
<code>builtins.type</code>, so Python 3.8 runtime should work as
expected again (reported by <a
href="https://github.com/YHallouard"><code>@​YHallouard</code></a> in <a
href="https://redirect.github.com/youtype/mypy_boto3_builder/issues/340">#340</a>
and <a
href="https://github.com/Omri-Ben-Yair"><code>@​Omri-Ben-Yair</code></a>
in <a
href="https://redirect.github.com/youtype/mypy_boto3_builder/issues/336">#336</a>)</li>
<li><code>[all]</code> Unions use the same type annotations as the rest
of the structures due to proper fallbacks</li>
</ul>
<h3>Fixed</h3>
<ul>
<li><code>[services]</code> Universal input/output shapes were not
replaced properly in service subresources</li>
<li><code>[docs]</code> Simplified doc links rendering for services</li>
<li><code>[services]</code> Cleaned up unnecessary imports in
<code>client.pyi</code></li>
<li><code>[builder]</code> Import records with fallback are always
rendered</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li>See full diff in <a
href="https://github.com/youtype/mypy_boto3_builder/commits">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 7f3ad6b221..451f427e6a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2884,13 +2884,13 @@ typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "mypy-boto3-glue"
-version = "1.36.4"
-description = "Type annotations for boto3 Glue 1.36.4 service generated with mypy-boto3-builder 8.8.0"
+version = "1.37.0"
+description = "Type annotations for boto3 Glue 1.37.0 service generated with mypy-boto3-builder 8.9.2"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "mypy_boto3_glue-1.36.4-py3-none-any.whl", hash = "sha256:ae420af4301fbe84a6e38b244901cfa98c9162c646fb621d0f9f39a918e34cef"},
-    {file = "mypy_boto3_glue-1.36.4.tar.gz", hash = "sha256:6f8630ccde28bcd346ca0fc60c33a394aa3a6a7c878dd0eb22e255cb464ed5f4"},
+    {file = "mypy_boto3_glue-1.37.0-py3-none-any.whl", hash = "sha256:8373c17cf11b9b9490f99f970daaccee02ad6271b46d82b19559d4153727f1cd"},
+    {file = "mypy_boto3_glue-1.37.0.tar.gz", hash = "sha256:5e2d2a03472af7c61e380a09086b97524e5c204024921391dca0da403eea6e27"},
 ]
 
 [package.dependencies]

From 71b1ee7a8945738311acb9d0ec6232e5ea29f142 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 24 Feb 2025 18:53:32 -0500
Subject: [PATCH 018/357] Build: Bump datafusion from 44.0.0 to 45.2.0 (#1714)

Bumps [datafusion](https://github.com/apache/datafusion-python) from
44.0.0 to 45.2.0.
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/apache/datafusion-python/commit/639e2abc9ce1e7753f9779c7496da799a32c54a5"><code>639e2ab</code></a>
Update cargo lock</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/8b30f2e7891fae4b825331c0af66d8cd10f09283"><code>8b30f2e</code></a>
Bump minor version due to pypi requirement</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/3e8d8043c8bf70805f3ea3633129dc0c1b975d5b"><code>3e8d804</code></a>
Correct import for python 3.13 and above</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/78e4d9140826b8bbd86912f7a26835da4d8ec0e0"><code>78e4d91</code></a>
Revert &quot;Limit pyarrow version per issue # 1023&quot;</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/03d83c2e62ba5253d156b9886bcf46276c729c53"><code>03d83c2</code></a>
There was no guarantee that the record batches would be returned in a
single ...</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/f0cb5e1b11b30b914d4ccc47a3a8bb10e8d0d995"><code>f0cb5e1</code></a>
Bumping the version number to support new release candidate</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/b48d5872661017ec21ea71f7dbb9569f2f0bf797"><code>b48d587</code></a>
Limit pyarrow version per issue # 1023</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/b3f498f233771625bcc7793c526958b5f592698a"><code>b3f498f</code></a>
Add deprecated marker from either typing or typing_extensions based on
the py...</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/8082ac61124a2eb0800f9df48e709503a5194b3e"><code>8082ac6</code></a>
Add changelog 45.0.0</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/e0531f3fea8268ff0606397daabcd52b406c5845"><code>e0531f3</code></a>
Bump version number to prepare for release</li>
<li>Additional commits viewable in <a
href="https://github.com/apache/datafusion-python/compare/44.0.0...45.2.0">compare
view</a></li>
</ul>
</details>
<br />


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score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=datafusion&package-manager=pip&previous-version=44.0.0&new-version=45.2.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

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---
 poetry.lock    | 16 ++++++++--------
 pyproject.toml |  2 +-
 2 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 451f427e6a..2df9a04470 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1047,17 +1047,17 @@ files = [
 
 [[package]]
 name = "datafusion"
-version = "44.0.0"
+version = "45.2.0"
 description = "Build and run queries against data"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "datafusion-44.0.0-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:4786f0a09c6b422ac18c6ea095650c14454be5af3df880b5c169688f610ab41a"},
-    {file = "datafusion-44.0.0-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:bbad11b33c424a658edbc52db39dfe4ddc30339ffac7c43cdc1aa128c260ae76"},
-    {file = "datafusion-44.0.0-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4ca3b47fd34e1c96cf6d40a877245afd36f3ccf8b39dda1e5b6f811f273af781"},
-    {file = "datafusion-44.0.0-cp38-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:22d2e3ecf5d0b1b75c8ad48c8d9af14a0ac4de1633e86d3b397614f68aa8123c"},
-    {file = "datafusion-44.0.0-cp38-abi3-win_amd64.whl", hash = "sha256:b36774dca54a0e1c88c8080b8c72cc2df5e95f4340a0cdbdd18a0473401551c5"},
-    {file = "datafusion-44.0.0.tar.gz", hash = "sha256:5fc3740406ff531527aa8baa5954fe0bf1f02ea72170e172746b38cffc0d8d50"},
+    {file = "datafusion-45.2.0-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:1d0e601167be4f3275af6de1287ae7ec96acfcc4a6e60f1b5fc1e517bc1f5162"},
+    {file = "datafusion-45.2.0-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:e70d5697b32326a99ab291afe93c268362ccb644eb71639ae48fe1ebeb0cb7b3"},
+    {file = "datafusion-45.2.0-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cb104bb0742c0310aa6f7e17b83a0cd4018734e70e68b18b32926565df4a4dab"},
+    {file = "datafusion-45.2.0-cp38-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:49572a5e9a38beb1bd6640be976f87adaed8ef694fed1618cee62c4d915eca35"},
+    {file = "datafusion-45.2.0-cp38-abi3-win_amd64.whl", hash = "sha256:fe0a96fd32c8c63d29c6f227e687d5acecc2ca081c579d78f0eebaac0ab4a716"},
+    {file = "datafusion-45.2.0.tar.gz", hash = "sha256:85bd37814299b989907c956f6e716e9a487b20f5e6b7a83b19f16f336bbaf387"},
 ]
 
 [package.dependencies]
@@ -5533,4 +5533,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "fd70e0dda983943ded487ceac2768279f516cc7f5bcca03d0f602fa73f180fe2"
+content-hash = "17a13aaf7f6cb57a621fe4de51c78ce680d1aee6de1367179dc80e19acfaaeb8"
diff --git a/pyproject.toml b/pyproject.toml
index 7fc4dbeefb..da0aaa1763 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -97,7 +97,7 @@ pytest-mock = "3.14.0"
 pyspark = "3.5.3"
 cython = "3.0.12"
 deptry = ">=0.14,<0.24"
-datafusion = "^44.0.0"
+datafusion = ">=44,<46"
 docutils = "!=0.21.post1"   # https://github.com/python-poetry/poetry/issues/9248#issuecomment-2026240520
 
 [tool.poetry.group.docs.dependencies]

From e6696dcdcddbae09296db48f4a3b9c5a62d60b25 Mon Sep 17 00:00:00 2001
From: Kevin Liu <kevinjqliu@users.noreply.github.com>
Date: Tue, 25 Feb 2025 17:36:53 -0500
Subject: [PATCH 019/357] Turn `ObjectStoreLocationProvider` off by default
 (#1722)

Closes #1721

Otherwise, there's a default behavior change in new 0.9.0 release.
Previous versions will write to `data/`, new version will write to
`data/<hash>/`
---
 pyiceberg/table/__init__.py                            |  2 +-
 .../integration/test_writes/test_partitioned_writes.py |  9 +++++----
 tests/table/test_locations.py                          | 10 +++++++---
 3 files changed, 13 insertions(+), 8 deletions(-)

diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index e625b848b2..679f74d107 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -202,7 +202,7 @@ class TableProperties:
     WRITE_PY_LOCATION_PROVIDER_IMPL = "write.py-location-provider.impl"
 
     OBJECT_STORE_ENABLED = "write.object-storage.enabled"
-    OBJECT_STORE_ENABLED_DEFAULT = True
+    OBJECT_STORE_ENABLED_DEFAULT = False
 
     WRITE_OBJECT_STORE_PARTITIONED_PATHS = "write.object-storage.partitioned-paths"
     WRITE_OBJECT_STORE_PARTITIONED_PATHS_DEFAULT = True
diff --git a/tests/integration/test_writes/test_partitioned_writes.py b/tests/integration/test_writes/test_partitioned_writes.py
index 1e6ea1b797..a299036e6b 100644
--- a/tests/integration/test_writes/test_partitioned_writes.py
+++ b/tests/integration/test_writes/test_partitioned_writes.py
@@ -294,13 +294,14 @@ def test_object_storage_location_provider_excludes_partition_path(
         PartitionField(source_id=nested_field.field_id, field_id=1001, transform=IdentityTransform(), name=part_col)
     )
 
-    # write.object-storage.enabled and write.object-storage.partitioned-paths don't need to be specified as they're on by default
-    assert TableProperties.OBJECT_STORE_ENABLED_DEFAULT
-    assert TableProperties.WRITE_OBJECT_STORE_PARTITIONED_PATHS_DEFAULT
+    # Enable `write.object-storage.enabled` which is False by default
+    # `write.object-storage.partitioned-paths` is True by default
+    assert TableProperties.OBJECT_STORE_ENABLED_DEFAULT is False
+    assert TableProperties.WRITE_OBJECT_STORE_PARTITIONED_PATHS_DEFAULT is True
     tbl = _create_table(
         session_catalog=session_catalog,
         identifier=f"default.arrow_table_v{format_version}_with_null_partitioned_on_col_{part_col}",
-        properties={"format-version": str(format_version)},
+        properties={"format-version": str(format_version), TableProperties.OBJECT_STORE_ENABLED: True},
         data=[arrow_table_with_null],
         partition_spec=partition_spec,
     )
diff --git a/tests/table/test_locations.py b/tests/table/test_locations.py
index d66bf18792..4efa64326a 100644
--- a/tests/table/test_locations.py
+++ b/tests/table/test_locations.py
@@ -74,7 +74,7 @@ def test_custom_location_provider_not_found(caplog: Any) -> None:
 
 
 def test_object_storage_no_partition() -> None:
-    provider = load_location_provider(table_location="table_location", table_properties=EMPTY_DICT)
+    provider = load_location_provider(table_location="table_location", table_properties={"write.object-storage.enabled": "true"})
 
     location = provider.new_data_location("test.parquet")
     parts = location.split("/")
@@ -111,6 +111,7 @@ def test_object_storage_partitioned_paths_disabled(partition_key: Optional[Parti
     provider = load_location_provider(
         table_location="table_location",
         table_properties={
+            "write.object-storage.enabled": "true",
             "write.object-storage.partitioned-paths": "false",
         },
     )
@@ -131,7 +132,7 @@ def test_object_storage_partitioned_paths_disabled(partition_key: Optional[Parti
     ],
 )
 def test_hash_injection(data_file_name: str, expected_hash: str) -> None:
-    provider = load_location_provider(table_location="table_location", table_properties=EMPTY_DICT)
+    provider = load_location_provider(table_location="table_location", table_properties={"write.object-storage.enabled": "true"})
 
     assert provider.new_data_location(data_file_name) == f"table_location/data/{expected_hash}/{data_file_name}"
 
@@ -139,7 +140,10 @@ def test_hash_injection(data_file_name: str, expected_hash: str) -> None:
 def test_object_location_provider_write_data_path() -> None:
     provider = load_location_provider(
         table_location="s3://table-location/table",
-        table_properties={TableProperties.WRITE_DATA_PATH: "s3://table-location/custom/data/path"},
+        table_properties={
+            "write.object-storage.enabled": "true",
+            TableProperties.WRITE_DATA_PATH: "s3://table-location/custom/data/path",
+        },
     )
 
     assert (

From 13ead23d2c94268bf5a2427638607bf34946bfc9 Mon Sep 17 00:00:00 2001
From: Drew Gallardo <imgeru@gmail.com>
Date: Tue, 25 Feb 2025 17:25:02 -0800
Subject: [PATCH 020/357] Update docs to reflect default location provider
 (#1724)

Update the docs to reflect the simple location provider as the default
location provider.

related to #1721, and #1722.
---
 mkdocs/docs/configuration.md | 12 ++++--------
 1 file changed, 4 insertions(+), 8 deletions(-)

diff --git a/mkdocs/docs/configuration.md b/mkdocs/docs/configuration.md
index bf81ff07f0..5758628f48 100644
--- a/mkdocs/docs/configuration.md
+++ b/mkdocs/docs/configuration.md
@@ -64,7 +64,7 @@ Iceberg tables support table properties to configure table behavior.
 | `write.parquet.dict-size-bytes`          | Size in bytes                      | 2MB                        | Set the dictionary page size limit per row group                                                                                                     |
 | `write.metadata.previous-versions-max`   | Integer                            | 100                        | The max number of previous version metadata files to keep before deleting after commit.                                                              |
 | `write.metadata.delete-after-commit.enabled` | Boolean                        | False                      | Whether to automatically delete old *tracked* metadata files after each table commit. It will retain a number of the most recent metadata files, which can be set using property `write.metadata.previous-versions-max`. |
-| `write.object-storage.enabled`           | Boolean                            | True                       | Enables the [`ObjectStoreLocationProvider`](configuration.md#object-store-location-provider) that adds a hash component to file paths. Note: the default value of `True` differs from Iceberg's Java implementation |
+| `write.object-storage.enabled`           | Boolean                            | False                      | Enables the [`ObjectStoreLocationProvider`](configuration.md#object-store-location-provider) that adds a hash component to file paths. |
 | `write.object-storage.partitioned-paths` | Boolean                            | True                       | Controls whether [partition values are included in file paths](configuration.md#partition-exclusion) when object storage is enabled                  |
 | `write.py-location-provider.impl`        | String of form `module.ClassName`  | null                       | Optional, [custom `LocationProvider`](configuration.md#loading-a-custom-location-provider) implementation                                            |
 | `write.data.path`                        | String pointing to location        | `{metadata.location}/data` | Sets the location under which data is written.                                                                                                       |
@@ -213,8 +213,7 @@ Both data file and metadata file locations can be customized by configuring the
 
 For more granular control, you can override the `LocationProvider`'s `new_data_location` and `new_metadata_location` methods to define custom logic for generating file paths. See [`Loading a Custom Location Provider`](configuration.md#loading-a-custom-location-provider).
 
-PyIceberg defaults to the [`ObjectStoreLocationProvider`](configuration.md#object-store-location-provider), which generates file paths for
-data files that are optimized for object storage.
+PyIceberg defaults to the [`SimpleLocationProvider`](configuration.md#simple-location-provider) for managing file paths.
 
 ### Simple Location Provider
 
@@ -234,9 +233,6 @@ partitioned over a string column `category` might have a data file with location
 s3://bucket/ns/table/data/category=orders/0000-0-5affc076-96a4-48f2-9cd2-d5efbc9f0c94-00001.parquet
 ```
 
-The `SimpleLocationProvider` is enabled for a table by explicitly setting its `write.object-storage.enabled` table
-property to `False`.
-
 ### Object Store Location Provider
 
 PyIceberg offers the `ObjectStoreLocationProvider`, and an optional [partition-exclusion](configuration.md#partition-exclusion)
@@ -255,8 +251,8 @@ For example, a table partitioned over a string column `category` might have a da
 s3://bucket/ns/table/data/0101/0110/1001/10110010/category=orders/0000-0-5affc076-96a4-48f2-9cd2-d5efbc9f0c94-00001.parquet
 ```
 
-The `write.object-storage.enabled` table property determines whether the `ObjectStoreLocationProvider` is enabled for a
-table. It is used by default.
+The `ObjectStoreLocationProvider` is enabled for a table by explicitly setting its `write.object-storage.enabled` table
+property to `True`.
 
 #### Partition Exclusion
 

From a6b1939d3a42bdd0e88080086934fda1e0624f9c Mon Sep 17 00:00:00 2001
From: Kevin Liu <kevinjqliu@users.noreply.github.com>
Date: Tue, 25 Feb 2025 21:09:51 -0500
Subject: [PATCH 021/357] fix loading `in-memory` catalog (#1725)

Previously `CatalogType` was fetched by key,
`CatalogType[provided_catalog_type.upper()]` (note the bracket)
This PR changes `CatalogType` to be fetched by value,
`CatalogType(provided_catalog_type.lower())` (note the parenthesis)


https://stackoverflow.com/questions/29799235/python-enum-value2member-map-accessor

This fix loading `in-memory` catalog, `load_catalog("catalog",
**{"type": "in-memory"})`.
Previously, `"in-memory"` caused a key error because its key is
`IN_MEMORY`. Note the `-` vs `_`.


https://github.com/apache/iceberg-python/blob/1d24e71041e35e26e126aa4508ed7384e8aa031c/pyiceberg/catalog/__init__.py#L113-L119


We want `in-memory` and not `in_memory` to match spark

https://github.com/apache/iceberg-python/blob/1d24e71041e35e26e126aa4508ed7384e8aa031c/dev/spark-defaults.conf#L35
---
 pyiceberg/catalog/__init__.py | 2 +-
 tests/catalog/test_base.py    | 4 ++++
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/pyiceberg/catalog/__init__.py b/pyiceberg/catalog/__init__.py
index 01dd228efb..cf649ba7d6 100644
--- a/pyiceberg/catalog/__init__.py
+++ b/pyiceberg/catalog/__init__.py
@@ -252,7 +252,7 @@ def load_catalog(name: Optional[str] = None, **properties: Optional[str]) -> Cat
 
     catalog_type = None
     if provided_catalog_type and isinstance(provided_catalog_type, str):
-        catalog_type = CatalogType[provided_catalog_type.upper()]
+        catalog_type = CatalogType(provided_catalog_type.lower())
     elif not provided_catalog_type:
         catalog_type = infer_catalog_type(name, conf)
 
diff --git a/tests/catalog/test_base.py b/tests/catalog/test_base.py
index c00f4fde95..6e00bfec3a 100644
--- a/tests/catalog/test_base.py
+++ b/tests/catalog/test_base.py
@@ -88,6 +88,10 @@ def given_catalog_has_a_table(
     )
 
 
+def test_load_catalog_in_memory() -> None:
+    assert load_catalog("catalog", type="in-memory")
+
+
 def test_load_catalog_impl_not_full_path() -> None:
     with pytest.raises(ValueError) as exc_info:
         load_catalog("catalog", **{"py-catalog-impl": "CustomCatalog"})

From 73fcd4e3da8fbee18a03b581454184b11b38968f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 26 Feb 2025 09:36:28 +0100
Subject: [PATCH 022/357] Build: Bump mkdocstrings from 0.28.1 to 0.28.2
 (#1723)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [mkdocstrings](https://github.com/mkdocstrings/mkdocstrings) from
0.28.1 to 0.28.2.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/mkdocstrings/releases">mkdocstrings's
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<blockquote>
<h2>0.28.2</h2>
<h2><a
href="https://github.com/mkdocstrings/mkdocstrings/releases/tag/0.28.2">0.28.2</a>
- 2025-02-24</h2>
<p><!-- raw HTML omitted --><a
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with 0.28.1</a><!-- raw HTML omitted --></p>
<h3>Build</h3>
<ul>
<li>Depend on mkdocs-autorefs &gt;= 1.4 (<a
href="https://github.com/mkdocstrings/mkdocstrings/commit/2c22bdc49f6bf5600aefd5ec711747686fda96a8">2c22bdc</a>
by Timothée Mazzucotelli).</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/mkdocstrings/blob/main/CHANGELOG.md">mkdocstrings's
changelog</a>.</em></p>
<blockquote>
<h2><a
href="https://github.com/mkdocstrings/mkdocstrings/releases/tag/0.28.2">0.28.2</a>
- 2025-02-24</h2>
<p><!-- raw HTML omitted --><a
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<h3>Build</h3>
<ul>
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</ul>
</blockquote>
</details>
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<li><a
href="https://github.com/mkdocstrings/mkdocstrings/commit/2b9b4f09450955ee59a060dc61a96233dcdab689"><code>2b9b4f0</code></a>
chore: Prepare release 0.28.2</li>
<li><a
href="https://github.com/mkdocstrings/mkdocstrings/commit/2c22bdc49f6bf5600aefd5ec711747686fda96a8"><code>2c22bdc</code></a>
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---
 poetry.lock    | 10 +++++-----
 pyproject.toml |  2 +-
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 2df9a04470..c3be871bf2 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2455,13 +2455,13 @@ mkdocs = ">=1.2"
 
 [[package]]
 name = "mkdocstrings"
-version = "0.28.1"
+version = "0.28.2"
 description = "Automatic documentation from sources, for MkDocs."
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "mkdocstrings-0.28.1-py3-none-any.whl", hash = "sha256:a5878ae5cd1e26f491ff084c1f9ab995687d52d39a5c558e9b7023d0e4e0b740"},
-    {file = "mkdocstrings-0.28.1.tar.gz", hash = "sha256:fb64576906771b7701e8e962fd90073650ff689e95eb86e86751a66d65ab4489"},
+    {file = "mkdocstrings-0.28.2-py3-none-any.whl", hash = "sha256:57f79c557e2718d217d6f6a81bf75a0de097f10e922e7e5e00f085c3f0ff6895"},
+    {file = "mkdocstrings-0.28.2.tar.gz", hash = "sha256:9b847266d7a588ea76a8385eaebe1538278b4361c0d1ce48ed005be59f053569"},
 ]
 
 [package.dependencies]
@@ -2470,7 +2470,7 @@ Jinja2 = ">=2.11.1"
 Markdown = ">=3.6"
 MarkupSafe = ">=1.1"
 mkdocs = ">=1.4"
-mkdocs-autorefs = ">=1.3"
+mkdocs-autorefs = ">=1.4"
 mkdocs-get-deps = ">=0.2"
 pymdown-extensions = ">=6.3"
 typing-extensions = {version = ">=4.1", markers = "python_version < \"3.10\""}
@@ -5533,4 +5533,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "17a13aaf7f6cb57a621fe4de51c78ce680d1aee6de1367179dc80e19acfaaeb8"
+content-hash = "34a1d844d42ab8091203615d4adc50f3ba8c6595f56567269cfcbc0e62d1bc56"
diff --git a/pyproject.toml b/pyproject.toml
index da0aaa1763..120548ce3b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -105,7 +105,7 @@ docutils = "!=0.21.post1"   # https://github.com/python-poetry/poetry/issues/924
 mkdocs = "1.6.1"
 griffe = "1.5.7"
 jinja2 = "3.1.5"
-mkdocstrings = "0.28.1"
+mkdocstrings = "0.28.2"
 mkdocstrings-python = "1.16.1"
 mkdocs-literate-nav = "0.6.1"
 mkdocs-autorefs = "1.4.0"

From f38a27b925820f6194309bac081acccb28b18c68 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 27 Feb 2025 16:46:47 +0100
Subject: [PATCH 023/357] Build: Bump mkdocstrings-python from 1.16.1 to 1.16.2
 (#1729)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [mkdocstrings-python](https://github.com/mkdocstrings/python) from
1.16.1 to 1.16.2.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/python/releases">mkdocstrings-python's
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<blockquote>
<h2>1.16.2</h2>
<h2><a
href="https://github.com/mkdocstrings/python/releases/tag/1.16.2">1.16.2</a>
- 2025-02-24</h2>
<p><!-- raw HTML omitted --><a
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<h3>Build</h3>
<ul>
<li>Depend on mkdocs-autorefs &gt;= 1.4 and mkdocstrings &gt;= 0.28.2
(<a
href="https://github.com/mkdocstrings/python/commit/ea1ab498be836c94eb695ace05c41357b12f2c95">ea1ab49</a>
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---
 poetry.lock    | 12 ++++++------
 pyproject.toml |  2 +-
 2 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index c3be871bf2..6a5d6f5ba4 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2482,19 +2482,19 @@ python-legacy = ["mkdocstrings-python-legacy (>=0.2.1)"]
 
 [[package]]
 name = "mkdocstrings-python"
-version = "1.16.1"
+version = "1.16.2"
 description = "A Python handler for mkdocstrings."
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "mkdocstrings_python-1.16.1-py3-none-any.whl", hash = "sha256:b88ff6fc6a293cee9cb42313f1cba37a2c5cdf37bcc60b241ec7ab66b5d41b58"},
-    {file = "mkdocstrings_python-1.16.1.tar.gz", hash = "sha256:d7152d17da74d3616a0f17df5d2da771ecf7340518c158650e5a64a0a95973f4"},
+    {file = "mkdocstrings_python-1.16.2-py3-none-any.whl", hash = "sha256:ff7e719404e59ad1a72f1afbe854769984c889b8fa043c160f6c988e1ad9e966"},
+    {file = "mkdocstrings_python-1.16.2.tar.gz", hash = "sha256:942ec1a2e0481d28f96f93be3d6e343cab92a21e5baf01c37dd2d7236c4d0bd7"},
 ]
 
 [package.dependencies]
 griffe = ">=0.49"
-mkdocs-autorefs = ">=1.2"
-mkdocstrings = ">=0.28"
+mkdocs-autorefs = ">=1.4"
+mkdocstrings = ">=0.28.2"
 typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
 
 [[package]]
@@ -5533,4 +5533,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "34a1d844d42ab8091203615d4adc50f3ba8c6595f56567269cfcbc0e62d1bc56"
+content-hash = "94da2ace530cea0847ce5d649e0c825cc6da98cbc50aa2209fb2cfd1e870b475"
diff --git a/pyproject.toml b/pyproject.toml
index 120548ce3b..82be8e7a4f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -106,7 +106,7 @@ mkdocs = "1.6.1"
 griffe = "1.5.7"
 jinja2 = "3.1.5"
 mkdocstrings = "0.28.2"
-mkdocstrings-python = "1.16.1"
+mkdocstrings-python = "1.16.2"
 mkdocs-literate-nav = "0.6.1"
 mkdocs-autorefs = "1.4.0"
 mkdocs-gen-files = "0.5.0"

From ba0649c31b915529d89b18eec858b9d727acb846 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Thu, 27 Feb 2025 17:30:47 +0100
Subject: [PATCH 024/357] Remove unused argument (#1734)

Less is more!
---
 pyiceberg/table/__init__.py | 2 --
 1 file changed, 2 deletions(-)

diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index 679f74d107..ee50a8b5bf 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -1549,7 +1549,6 @@ def _open_manifest(
     io: FileIO,
     manifest: ManifestFile,
     partition_filter: Callable[[DataFile], bool],
-    residual_evaluator: Callable[[Record], BooleanExpression],
     metrics_evaluator: Callable[[DataFile], bool],
 ) -> List[ManifestEntry]:
     """Open a manifest file and return matching manifest entries.
@@ -1716,7 +1715,6 @@ def plan_files(self) -> Iterable[FileScanTask]:
                         self.io,
                         manifest,
                         partition_evaluators[manifest.partition_spec_id],
-                        residual_evaluators[manifest.partition_spec_id],
                         self._build_metrics_evaluator(),
                     )
                     for manifest in manifests

From 2829fc0791d2c5ab664406f5383be7f57348839e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 28 Feb 2025 08:51:46 +0100
Subject: [PATCH 025/357] Build: Bump pyspark from 3.5.3 to 3.5.5 (#1740)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [pyspark](https://github.com/apache/spark) from 3.5.3 to 3.5.5.
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/apache/spark/commit/7c29c664cdc9321205a98a14858aaf8daaa19db2"><code>7c29c66</code></a>
Preparing Spark release v3.5.5-rc1</li>
<li><a
href="https://github.com/apache/spark/commit/d65ecc03caaf96d7381301be89991be502871fbd"><code>d65ecc0</code></a>
[SPARK-51173][TESTS] Add <code>configName</code> Scalastyle rule</li>
<li><a
href="https://github.com/apache/spark/commit/eedb1aafb26e4000c73b84e6d3171822baa445af"><code>eedb1aa</code></a>
[SPARK-48899][K8S] Fix <code>ENV</code> key value format in K8s
Dockerfiles</li>
<li><a
href="https://github.com/apache/spark/commit/3ba36ec11b921729a11a98d397072721e75ab553"><code>3ba36ec</code></a>
[SPARK-51187][SQL][SS][3.5] Implement the graceful deprecation of
incorrect c...</li>
<li><a
href="https://github.com/apache/spark/commit/c0bfae6d66e283c1b7d75c929f198c09328ef86e"><code>c0bfae6</code></a>
[SPARK-51244][INFRA][3.5] Upgrade left Github Action image from
`ubuntu-20.04...</li>
<li><a
href="https://github.com/apache/spark/commit/23637fe83e1f3c1224ffd5b75b65c1dde4fcb49a"><code>23637fe</code></a>
[SPARK-51185][CORE][3.5] Revert simplifications to PartitionedFileUtil
API to...</li>
<li><a
href="https://github.com/apache/spark/commit/4d15f6465b7a163d04dcec7ec748c78e1217d0fb"><code>4d15f64</code></a>
[SPARK-51219][SQL][TESTS][FOLLOWUP]
ShowTablesExec<code>remove</code>ArrayImplicits`</li>
<li><a
href="https://github.com/apache/spark/commit/030e69139082715191c271256813cea6b60d8a04"><code>030e691</code></a>
[SPARK-51219][SQL] Fix <code>ShowTablesExec.isTempView</code> to work
with non-`V2Sessio...</li>
<li><a
href="https://github.com/apache/spark/commit/496245314a7d284ed94594051b9f60185a131a67"><code>4962453</code></a>
[SPARK-51042][SQL][3.5] Read and write the month and days fields of
intervals...</li>
<li><a
href="https://github.com/apache/spark/commit/6084757501e79ecdda24f5c8f72c345a303188c8"><code>6084757</code></a>
[SPARK-51157][SQL][3.5] Add missing <a
href="https://github.com/VarArgs"><code>@​VarArgs</code></a> Scala
annotation for Scala funct...</li>
<li>Additional commits viewable in <a
href="https://github.com/apache/spark/compare/v3.5.3...v3.5.5">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock    | 6 +++---
 pyproject.toml | 2 +-
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 6a5d6f5ba4..ea2d8bea2d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3923,12 +3923,12 @@ files = [
 
 [[package]]
 name = "pyspark"
-version = "3.5.3"
+version = "3.5.5"
 description = "Apache Spark Python API"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pyspark-3.5.3.tar.gz", hash = "sha256:68b7cc0c0c570a7d8644f49f40d2da8709b01d30c9126cc8cf93b4f84f3d9747"},
+    {file = "pyspark-3.5.5.tar.gz", hash = "sha256:6effc9ce98edf231f4d683fd14f7270629bf8458c628d6a2620ded4bb34f3cb9"},
 ]
 
 [package.dependencies]
@@ -5533,4 +5533,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "94da2ace530cea0847ce5d649e0c825cc6da98cbc50aa2209fb2cfd1e870b475"
+content-hash = "b207272d61f2c34b805a2163bfcc14f49e5f398e158737ffbcbbae4445a8420d"
diff --git a/pyproject.toml b/pyproject.toml
index 82be8e7a4f..7f36be51c7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -94,7 +94,7 @@ requests-mock = "1.12.1"
 moto = { version = "^5.0.2", extras = ["server"] }
 typing-extensions = "4.12.2"
 pytest-mock = "3.14.0"
-pyspark = "3.5.3"
+pyspark = "3.5.5"
 cython = "3.0.12"
 deptry = ">=0.14,<0.24"
 datafusion = ">=44,<46"

From f8950f7216518c382c2bd1c7eba07da1a9d42f36 Mon Sep 17 00:00:00 2001
From: vtk9 <3597243+vtk9@users.noreply.github.com>
Date: Mon, 3 Mar 2025 03:22:42 -0700
Subject: [PATCH 026/357] Parallelize `add_files` (#1717)

- `parquet_files_to_data_files` changed to `parquet_file_to_data_files`
which processes a single parquet file and returns a `DataFile`
- `_parquet_files_to_data_files` uses internal ExecutorFactory

resolves https://github.com/apache/iceberg-python/issues/1335
---
 pyiceberg/io/pyarrow.py             | 59 ++++++++++++++++-------------
 pyiceberg/table/__init__.py         |  7 +++-
 tests/integration/test_add_files.py | 53 ++++++++++++++++++++++++++
 3 files changed, 91 insertions(+), 28 deletions(-)

diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index f7e3c7c082..bf16ec5ec3 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -2466,36 +2466,43 @@ def _check_pyarrow_schema_compatible(
 
 def parquet_files_to_data_files(io: FileIO, table_metadata: TableMetadata, file_paths: Iterator[str]) -> Iterator[DataFile]:
     for file_path in file_paths:
-        input_file = io.new_input(file_path)
-        with input_file.open() as input_stream:
-            parquet_metadata = pq.read_metadata(input_stream)
+        data_file = parquet_file_to_data_file(io=io, table_metadata=table_metadata, file_path=file_path)
+        yield data_file
 
-        if visit_pyarrow(parquet_metadata.schema.to_arrow_schema(), _HasIds()):
-            raise NotImplementedError(
-                f"Cannot add file {file_path} because it has field IDs. `add_files` only supports addition of files without field_ids"
-            )
-        schema = table_metadata.schema()
-        _check_pyarrow_schema_compatible(schema, parquet_metadata.schema.to_arrow_schema())
 
-        statistics = data_file_statistics_from_parquet_metadata(
-            parquet_metadata=parquet_metadata,
-            stats_columns=compute_statistics_plan(schema, table_metadata.properties),
-            parquet_column_mapping=parquet_path_to_id_mapping(schema),
-        )
-        data_file = DataFile(
-            content=DataFileContent.DATA,
-            file_path=file_path,
-            file_format=FileFormat.PARQUET,
-            partition=statistics.partition(table_metadata.spec(), table_metadata.schema()),
-            file_size_in_bytes=len(input_file),
-            sort_order_id=None,
-            spec_id=table_metadata.default_spec_id,
-            equality_ids=None,
-            key_metadata=None,
-            **statistics.to_serialized_dict(),
+def parquet_file_to_data_file(io: FileIO, table_metadata: TableMetadata, file_path: str) -> DataFile:
+    input_file = io.new_input(file_path)
+    with input_file.open() as input_stream:
+        parquet_metadata = pq.read_metadata(input_stream)
+
+    arrow_schema = parquet_metadata.schema.to_arrow_schema()
+    if visit_pyarrow(arrow_schema, _HasIds()):
+        raise NotImplementedError(
+            f"Cannot add file {file_path} because it has field IDs. `add_files` only supports addition of files without field_ids"
         )
 
-        yield data_file
+    schema = table_metadata.schema()
+    _check_pyarrow_schema_compatible(schema, arrow_schema)
+
+    statistics = data_file_statistics_from_parquet_metadata(
+        parquet_metadata=parquet_metadata,
+        stats_columns=compute_statistics_plan(schema, table_metadata.properties),
+        parquet_column_mapping=parquet_path_to_id_mapping(schema),
+    )
+    data_file = DataFile(
+        content=DataFileContent.DATA,
+        file_path=file_path,
+        file_format=FileFormat.PARQUET,
+        partition=statistics.partition(table_metadata.spec(), table_metadata.schema()),
+        file_size_in_bytes=len(input_file),
+        sort_order_id=None,
+        spec_id=table_metadata.default_spec_id,
+        equality_ids=None,
+        key_metadata=None,
+        **statistics.to_serialized_dict(),
+    )
+
+    return data_file
 
 
 ICEBERG_UNCOMPRESSED_CODEC = "uncompressed"
diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index ee50a8b5bf..a189b07c1e 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -1889,6 +1889,9 @@ def _parquet_files_to_data_files(table_metadata: TableMetadata, file_paths: List
     Returns:
         An iterable that supplies DataFiles that describe the parquet files.
     """
-    from pyiceberg.io.pyarrow import parquet_files_to_data_files
+    from pyiceberg.io.pyarrow import parquet_file_to_data_file
 
-    yield from parquet_files_to_data_files(io=io, table_metadata=table_metadata, file_paths=iter(file_paths))
+    executor = ExecutorFactory.get_or_create()
+    futures = [executor.submit(parquet_file_to_data_file, io, table_metadata, file_path) for file_path in file_paths]
+
+    return [f.result() for f in futures if f.result()]
diff --git a/tests/integration/test_add_files.py b/tests/integration/test_add_files.py
index 8713615218..bfbc8db668 100644
--- a/tests/integration/test_add_files.py
+++ b/tests/integration/test_add_files.py
@@ -16,10 +16,13 @@
 # under the License.
 # pylint:disable=redefined-outer-name
 
+import multiprocessing
 import os
 import re
+import threading
 from datetime import date
 from typing import Iterator
+from unittest import mock
 
 import pyarrow as pa
 import pyarrow.parquet as pq
@@ -31,9 +34,11 @@
 from pyiceberg.exceptions import NoSuchTableError
 from pyiceberg.io import FileIO
 from pyiceberg.io.pyarrow import UnsupportedPyArrowTypeException, _pyarrow_schema_ensure_large_types
+from pyiceberg.manifest import DataFile
 from pyiceberg.partitioning import UNPARTITIONED_PARTITION_SPEC, PartitionField, PartitionSpec
 from pyiceberg.schema import Schema
 from pyiceberg.table import Table
+from pyiceberg.table.metadata import TableMetadata
 from pyiceberg.transforms import BucketTransform, IdentityTransform, MonthTransform
 from pyiceberg.types import (
     BooleanType,
@@ -229,6 +234,54 @@ def test_add_files_to_unpartitioned_table_raises_has_field_ids(
         tbl.add_files(file_paths=file_paths)
 
 
+@pytest.mark.integration
+def test_add_files_parallelized(spark: SparkSession, session_catalog: Catalog, format_version: int) -> None:
+    from pyiceberg.io.pyarrow import parquet_file_to_data_file
+
+    real_parquet_file_to_data_file = parquet_file_to_data_file
+
+    lock = threading.Lock()
+    unique_threads_seen = set()
+    cpu_count = multiprocessing.cpu_count()
+
+    # patch the function _parquet_file_to_data_file to we can track how many unique thread IDs
+    # it was executed from
+    with mock.patch("pyiceberg.io.pyarrow.parquet_file_to_data_file") as patch_func:
+
+        def mock_parquet_file_to_data_file(io: FileIO, table_metadata: TableMetadata, file_path: str) -> DataFile:
+            lock.acquire()
+            thread_id = threading.get_ident()  # the current thread ID
+            unique_threads_seen.add(thread_id)
+            lock.release()
+            return real_parquet_file_to_data_file(io=io, table_metadata=table_metadata, file_path=file_path)
+
+        patch_func.side_effect = mock_parquet_file_to_data_file
+
+        identifier = f"default.unpartitioned_table_schema_updates_v{format_version}"
+        tbl = _create_table(session_catalog, identifier, format_version)
+
+        file_paths = [
+            f"s3://warehouse/default/add_files_parallel/v{format_version}/test-{i}.parquet" for i in range(cpu_count * 2)
+        ]
+        # write parquet files
+        for file_path in file_paths:
+            fo = tbl.io.new_output(file_path)
+            with fo.create(overwrite=True) as fos:
+                with pq.ParquetWriter(fos, schema=ARROW_SCHEMA) as writer:
+                    writer.write_table(ARROW_TABLE)
+
+        tbl.add_files(file_paths=file_paths)
+
+    # duration creation of threadpool processor, when max_workers is not
+    # specified, python will add cpu_count + 4 as the number of threads in the
+    # pool in this case
+    # https://github.com/python/cpython/blob/e06bebb87e1b33f7251196e1ddb566f528c3fc98/Lib/concurrent/futures/thread.py#L173-L181
+    # we check that we have at least seen the number of threads. we don't
+    # specify the workers in the thread pool and we can't check without
+    # accessing private attributes of ThreadPoolExecutor
+    assert len(unique_threads_seen) >= cpu_count
+
+
 @pytest.mark.integration
 def test_add_files_to_unpartitioned_table_with_schema_updates(
     spark: SparkSession, session_catalog: Catalog, format_version: int

From e64d903cd58ea54dfb8b81ded38483cf87d84e5b Mon Sep 17 00:00:00 2001
From: Sung Yun <107272191+sungwy@users.noreply.github.com>
Date: Mon, 3 Mar 2025 09:10:19 -0500
Subject: [PATCH 027/357] Fix: REST Catalog should retry on 401 status code
 (#1741)

This is a follow up item from a recent discussion on the mailing
list[1], where the community decided that 401 response should be
preferred over 419 response on token expiry.

[1] mailing list discussion:
https://lists.apache.org/thread/443skhqr59j3fj0ovg4tyxh9d4f4gysc
[2] REST Catalog Spec update PR:
https://github.com/apache/iceberg/pull/12376
---
 pyiceberg/catalog/rest.py  | 2 +-
 tests/catalog/test_rest.py | 7 ++++---
 2 files changed, 5 insertions(+), 4 deletions(-)

diff --git a/pyiceberg/catalog/rest.py b/pyiceberg/catalog/rest.py
index 6d91124801..ca7c1d2418 100644
--- a/pyiceberg/catalog/rest.py
+++ b/pyiceberg/catalog/rest.py
@@ -148,7 +148,7 @@ def _retry_hook(retry_state: RetryCallState) -> None:
 
 
 _RETRY_ARGS = {
-    "retry": retry_if_exception_type(AuthorizationExpiredError),
+    "retry": retry_if_exception_type((AuthorizationExpiredError, UnauthorizedError)),
     "stop": stop_after_attempt(2),
     "before_sleep": _retry_hook,
     "reraise": True,
diff --git a/tests/catalog/test_rest.py b/tests/catalog/test_rest.py
index 4ad825f5b7..f2fc6ceb6b 100644
--- a/tests/catalog/test_rest.py
+++ b/tests/catalog/test_rest.py
@@ -558,7 +558,8 @@ def test_list_namespace_with_parent_200(rest_mock: Mocker) -> None:
 @pytest.mark.filterwarnings(
     "ignore:Deprecated in 0.8.0, will be removed in 1.0.0. Iceberg REST client is missing the OAuth2 server URI:DeprecationWarning"
 )
-def test_list_namespaces_token_expired(rest_mock: Mocker) -> None:
+@pytest.mark.parametrize("status_code", [401, 419])
+def test_list_namespaces_token_expired_success_on_retries(rest_mock: Mocker, status_code: int) -> None:
     new_token = "new_jwt_token"
     new_header = dict(TEST_HEADERS)
     new_header["Authorization"] = f"Bearer {new_token}"
@@ -568,12 +569,12 @@ def test_list_namespaces_token_expired(rest_mock: Mocker) -> None:
         f"{TEST_URI}v1/namespaces",
         [
             {
-                "status_code": 419,
+                "status_code": status_code,
                 "json": {
                     "error": {
                         "message": "Authorization expired.",
                         "type": "AuthorizationExpiredError",
-                        "code": 419,
+                        "code": status_code,
                     }
                 },
                 "headers": TEST_HEADERS,

From 2fa7b5b81c8c655ff5e003fd0ba913ce8752c480 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 3 Mar 2025 18:47:01 -0500
Subject: [PATCH 028/357] Build: Bump pypa/cibuildwheel from 2.22.0 to 2.23.0
 (#1752)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [pypa/cibuildwheel](https://github.com/pypa/cibuildwheel) from
2.22.0 to 2.23.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/pypa/cibuildwheel/releases">pypa/cibuildwheel's
releases</a>.</em></p>
<blockquote>
<h2>v2.23.0</h2>
<ul>
<li>✨ Adds official support for the new GitHub Actions Arm runners. In
fact these worked out-of-the-box, now we include them in our tests and
example configs. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2135">#2135</a>
via <a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2281">#2281</a>)</li>
<li>✨ Adds support for building PyPy 3.11 wheels (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2268">#2268</a>
via <a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2281">#2281</a>)</li>
<li>🛠 Adopts the beta pypa/manylinux image for armv7l builds (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2269">#2269</a>
via <a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2281">#2281</a>)</li>
<li>🛠 Dependency updates, including Pyodide 0.27 (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2117">#2117</a>
and <a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2281">#2281</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/pypa/cibuildwheel/blob/main/docs/changelog.md">pypa/cibuildwheel's
changelog</a>.</em></p>
<blockquote>
<h3>v2.23.0</h3>
<p><em>1 March 2025</em></p>
<ul>
<li>✨ Adds official support for the new GitHub Actions Arm runners. In
fact these worked out-of-the-box, now we include them in our tests and
example configs. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2135">#2135</a>
via <a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2281">#2281</a>)</li>
<li>✨ Adds support for building PyPy 3.11 wheels (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2268">#2268</a>
via <a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2281">#2281</a>)</li>
<li>🛠 Adopts the beta pypa/manylinux image for armv7l builds (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2269">#2269</a>
via <a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2281">#2281</a>)</li>
<li>🛠 Dependency updates, including Pyodide 0.27 (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2117">#2117</a>
and <a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2281">#2281</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/6cccd09a31908ffd175b012fb8bf4e1dbda3bc6c"><code>6cccd09</code></a>
Bump version: v2.23.0</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/aa1534d2a3274835efb753e3a0cedea94eb488fa"><code>aa1534d</code></a>
chore(2.x): update dependencies (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2294">#2294</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/ee23dd147b0862283ddb4744f91240fb1ddc4b8a"><code>ee23dd1</code></a>
fix(test): implement retry for test_container_removed</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/55037e9716e60e89c94226470c51f178af3da5f4"><code>55037e9</code></a>
ci/doc: move azure macOS build to <code>macOS-13</code> (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2101">#2101</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/8874ee204820309af33b85e21cc3d336d06a2f73"><code>8874ee2</code></a>
Remove specific Python versions from the update-dependencies job</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/f76d345e81295537e69528a5df4d1f88c9195b56"><code>f76d345</code></a>
chore: bump dependencies</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/5a5e514fbd240b7fe9b66feda05d86c9130ad7da"><code>5a5e514</code></a>
Bump to Pyodide 0.27 (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2117">#2117</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/017abbba683629357f1871875b9a616b8bf46044"><code>017abbb</code></a>
feature: add PyPy 3.11 (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2268">#2268</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/bb1fd3320e57a5f3d2491612ae9ad3e0b1694742"><code>bb1fd33</code></a>
feat: Add support for ubuntu-24.04-arm GHA runner (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2135">#2135</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/98a6f3bf64389f680e35e62dcae589087a711d27"><code>98a6f3b</code></a>
chore: use pypa/manylinux for manylinux_2_31_armv7l (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2269">#2269</a>)</li>
<li>See full diff in <a
href="https://github.com/pypa/cibuildwheel/compare/v2.22.0...v2.23.0">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=pypa/cibuildwheel&package-manager=github_actions&previous-version=2.22.0&new-version=2.23.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

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---
 .github/workflows/pypi-build-artifacts.yml | 2 +-
 .github/workflows/svn-build-artifacts.yml  | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/pypi-build-artifacts.yml b/.github/workflows/pypi-build-artifacts.yml
index 288e5c0046..37ba9906e1 100644
--- a/.github/workflows/pypi-build-artifacts.yml
+++ b/.github/workflows/pypi-build-artifacts.yml
@@ -62,7 +62,7 @@ jobs:
         if: startsWith(matrix.os, 'ubuntu')
 
       - name: Build wheels
-        uses: pypa/cibuildwheel@v2.22.0
+        uses: pypa/cibuildwheel@v2.23.0
         with:
           output-dir: wheelhouse
           config-file: "pyproject.toml"
diff --git a/.github/workflows/svn-build-artifacts.yml b/.github/workflows/svn-build-artifacts.yml
index 8336b46940..5f3b4f5c97 100644
--- a/.github/workflows/svn-build-artifacts.yml
+++ b/.github/workflows/svn-build-artifacts.yml
@@ -57,7 +57,7 @@ jobs:
         if: startsWith(matrix.os, 'ubuntu')
 
       - name: Build wheels
-        uses: pypa/cibuildwheel@v2.22.0
+        uses: pypa/cibuildwheel@v2.23.0
         with:
           output-dir: wheelhouse
           config-file: "pyproject.toml"

From 2beb394cc14bd126ed5b72b3fb32a3a551be5b9a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 3 Mar 2025 18:47:24 -0500
Subject: [PATCH 029/357] Build: Bump polars from 1.23.0 to 1.24.0 (#1753)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [polars](https://github.com/pola-rs/polars) from 1.23.0 to 1.24.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/pola-rs/polars/releases">polars's
releases</a>.</em></p>
<blockquote>
<h2>Python Polars 1.24.0</h2>
<h2>🚀 Performance improvements</h2>
<ul>
<li>Provide a fallback skip batch predicate for constant batches (<a
href="https://redirect.github.com/pola-rs/polars/issues/21477">#21477</a>)</li>
<li>Parallelize the passing in new streaming multiscan (<a
href="https://redirect.github.com/pola-rs/polars/issues/21430">#21430</a>)</li>
</ul>
<h2>✨ Enhancements</h2>
<ul>
<li>Add lossy decoding to <code>read_csv</code> for non-utf8 encodings
(<a
href="https://redirect.github.com/pola-rs/polars/issues/21433">#21433</a>)</li>
<li>Add <code>DataFrame.write_iceberg</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/15018">#15018</a>)</li>
<li>Add 'nulls_equal' parameter to <code>is_in</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/21426">#21426</a>)</li>
<li>Improve numeric stability <code>rolling_{std, var, cov, corr}</code>
(<a
href="https://redirect.github.com/pola-rs/polars/issues/21528">#21528</a>)</li>
<li>IR Serde cross-filter (<a
href="https://redirect.github.com/pola-rs/polars/issues/21488">#21488</a>)</li>
<li>Give priority to pycapsule interface in from_dataframe (<a
href="https://redirect.github.com/pola-rs/polars/issues/21377">#21377</a>)</li>
<li>Support writing <code>Time</code> type in json (<a
href="https://redirect.github.com/pola-rs/polars/issues/21454">#21454</a>)</li>
<li>Activate all optimizations in sinks (<a
href="https://redirect.github.com/pola-rs/polars/issues/21462">#21462</a>)</li>
<li>Add <code>AssertionError</code> variant to <code>PolarsError</code>
in <code>polars-error</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/21460">#21460</a>)</li>
<li>Pass filter to inner readers in multiscan new streaming (<a
href="https://redirect.github.com/pola-rs/polars/issues/21436">#21436</a>)</li>
</ul>
<h2>🐞 Bug fixes</h2>
<ul>
<li>Categorical min/max panicking when string cache is enabled (<a
href="https://redirect.github.com/pola-rs/polars/issues/21552">#21552</a>)</li>
<li>Don't encode IPC record batch twice (<a
href="https://redirect.github.com/pola-rs/polars/issues/21525">#21525</a>)</li>
<li>Respect rewriting flag in Node rewriter (<a
href="https://redirect.github.com/pola-rs/polars/issues/21516">#21516</a>)</li>
<li>Correct skip batch predicate for partial statistics (<a
href="https://redirect.github.com/pola-rs/polars/issues/21502">#21502</a>)</li>
<li>Make the Parquet Sink properly phase aware (<a
href="https://redirect.github.com/pola-rs/polars/issues/21499">#21499</a>)</li>
<li>Don't divide by zero in partitioned group-by (<a
href="https://redirect.github.com/pola-rs/polars/issues/21498">#21498</a>)</li>
<li>Create new linearizer between rowwise new streaming sink phases (<a
href="https://redirect.github.com/pola-rs/polars/issues/21490">#21490</a>)</li>
<li>Don't drop rows in sinks between new streaming phases (<a
href="https://redirect.github.com/pola-rs/polars/issues/21489">#21489</a>)</li>
<li>Incorrect lazy schema for <code>Expr.list.diff</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/21484">#21484</a>)</li>
<li>Give priority to pycapsule interface in from_dataframe (<a
href="https://redirect.github.com/pola-rs/polars/issues/21377">#21377</a>)</li>
<li>Duration Series arithmetic operations (<a
href="https://redirect.github.com/pola-rs/polars/issues/21425">#21425</a>)</li>
<li>Fix unwrap None panic when filtering delta with missing columns (<a
href="https://redirect.github.com/pola-rs/polars/issues/21453">#21453</a>)</li>
<li>Use stable sort for rolling-groupby (<a
href="https://redirect.github.com/pola-rs/polars/issues/21444">#21444</a>)</li>
<li>Throw exception if dataframe is too large to be compatible with
Excel (<a
href="https://redirect.github.com/pola-rs/polars/issues/20900">#20900</a>)</li>
<li>Address regression with <code>read_excel</code> not handling URL
paths correctly (<a
href="https://redirect.github.com/pola-rs/polars/issues/21428">#21428</a>)</li>
</ul>
<h2>📖 Documentation</h2>
<ul>
<li>Fix typo (<a
href="https://redirect.github.com/pola-rs/polars/issues/21554">#21554</a>)</li>
<li>Correct typos and grammar in Python docstrings (<a
href="https://redirect.github.com/pola-rs/polars/issues/21524">#21524</a>)</li>
<li>Move llm page under misc (<a
href="https://redirect.github.com/pola-rs/polars/issues/21550">#21550</a>)</li>
<li>Polars Cloud docs (<a
href="https://redirect.github.com/pola-rs/polars/issues/21548">#21548</a>)</li>
<li>Add LazyFrame.remote docs entry (<a
href="https://redirect.github.com/pola-rs/polars/issues/21529">#21529</a>)</li>
<li>Specify that the key column must be sorted in ascending order in
<code>merge_sorted</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/21501">#21501</a>)</li>
<li>Add Polars &amp; LLMs page to the user guide (<a
href="https://redirect.github.com/pola-rs/polars/issues/21218">#21218</a>)</li>
<li>Mention that <code>statistics=True</code> doesn't enable all
statistics in <code>sink_parquet()</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/21434">#21434</a>)</li>
</ul>
<h2>🛠️ Other improvements</h2>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pola-rs/polars/commit/6e6c97e5ded0603ef7dd6620e65124dfd780ed61"><code>6e6c97e</code></a>
Python Polars 1.24 (<a
href="https://redirect.github.com/pola-rs/polars/issues/21555">#21555</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/2ae728796da595768910d6dd032e3bcdadbe5030"><code>2ae7287</code></a>
feat: Add lossy decoding to <code>read_csv</code> for non-utf8 encodings
(<a
href="https://redirect.github.com/pola-rs/polars/issues/21433">#21433</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/7332717f070cf83c304290ba6212479692934010"><code>7332717</code></a>
docs: Fix typo (<a
href="https://redirect.github.com/pola-rs/polars/issues/21554">#21554</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/8f9e360a848cd41765d0484f3c45187b1d17f177"><code>8f9e360</code></a>
fix: Categorical min/max panicking when string cache is enabled (<a
href="https://redirect.github.com/pola-rs/polars/issues/21552">#21552</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/b93b97b966f770e979018a070b2bddccc2ecc958"><code>b93b97b</code></a>
docs(python): Correct typos and grammar in Python docstrings (<a
href="https://redirect.github.com/pola-rs/polars/issues/21524">#21524</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/1ad0ec2c3aac3a168f73794bde5ffea419479d59"><code>1ad0ec2</code></a>
refactor: Don't take ownership of IRplan in new streaming engine (<a
href="https://redirect.github.com/pola-rs/polars/issues/21551">#21551</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/649798174d3f641267d22ebde860ad135b43df07"><code>6497981</code></a>
docs: Move llm page under misc (<a
href="https://redirect.github.com/pola-rs/polars/issues/21550">#21550</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/1382ed6df940465b2dc732e11036da1b0dbdf3b7"><code>1382ed6</code></a>
docs: Polars Cloud docs (<a
href="https://redirect.github.com/pola-rs/polars/issues/21548">#21548</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/20ee2301392d39179035608c74fef38d4c7a3ea7"><code>20ee230</code></a>
refactor: Refactor code for re-use by streaming NDJSON source (<a
href="https://redirect.github.com/pola-rs/polars/issues/21520">#21520</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/6d336538404f41b79d3fe5895cef3f783589710c"><code>6d33653</code></a>
chore(python): bump pygithub from 2.5.0 to 2.6.1 in /docs in the
documentatio...</li>
<li>Additional commits viewable in <a
href="https://github.com/pola-rs/polars/compare/py-1.23.0...py-1.24.0">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
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You can trigger Dependabot actions by commenting on this PR:
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Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 412 ++++++++++++++++++++++++++++++++++++++++++++--------
 1 file changed, 350 insertions(+), 62 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index ea2d8bea2d..d73d9b96d8 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand.
 
 [[package]]
 name = "adlfs"
@@ -6,6 +6,8 @@ version = "2024.12.0"
 description = "Access Azure Datalake Gen1 with fsspec and dask"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"adlfs\""
 files = [
     {file = "adlfs-2024.12.0-py3-none-any.whl", hash = "sha256:00aab061ddec0413b2039487e656b62e01ece8ef1ca0493f76034a596cf069e3"},
     {file = "adlfs-2024.12.0.tar.gz", hash = "sha256:04582bf7461a57365766d01a295a0a88b2b8c42c4fea06e2d673f62675cac5c6"},
@@ -29,6 +31,8 @@ version = "2.20.0"
 description = "Async client for aws services using botocore and aiohttp"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"s3fs\""
 files = [
     {file = "aiobotocore-2.20.0-py3-none-any.whl", hash = "sha256:02d9d727355a03f83ee1a4fc91f2fd14966862144b4d2cc3434181e82dfafd83"},
     {file = "aiobotocore-2.20.0.tar.gz", hash = "sha256:8902d8a96e3a389c99a68d23e2ca07c8d5059439c2a55acf28a8af19e65fe293"},
@@ -57,6 +61,8 @@ version = "2.4.6"
 description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "aiohappyeyeballs-2.4.6-py3-none-any.whl", hash = "sha256:147ec992cf873d74f5062644332c539fcd42956dc69453fe5204195e560517e1"},
     {file = "aiohappyeyeballs-2.4.6.tar.gz", hash = "sha256:9b05052f9042985d32ecbe4b59a77ae19c006a78f1344d7fdad69d28ded3d0b0"},
@@ -68,6 +74,8 @@ version = "3.11.12"
 description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "aiohttp-3.11.12-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:aa8a8caca81c0a3e765f19c6953416c58e2f4cc1b84829af01dd1c771bb2f91f"},
     {file = "aiohttp-3.11.12-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:84ede78acde96ca57f6cf8ccb8a13fbaf569f6011b9a52f870c662d4dc8cd854"},
@@ -163,7 +171,7 @@ propcache = ">=0.2.0"
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
+speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.2.0) ; sys_platform == \"linux\" or sys_platform == \"darwin\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
 
 [[package]]
 name = "aioitertools"
@@ -171,6 +179,8 @@ version = "0.12.0"
 description = "itertools and builtins for AsyncIO and mixed iterables"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"s3fs\""
 files = [
     {file = "aioitertools-0.12.0-py3-none-any.whl", hash = "sha256:fc1f5fac3d737354de8831cbba3eb04f79dd649d8f3afb4c5b114925e662a796"},
     {file = "aioitertools-0.12.0.tar.gz", hash = "sha256:c2a9055b4fbb7705f561b9d86053e8af5d10cc845d22c32008c43490b2d8dd6b"},
@@ -189,6 +199,8 @@ version = "1.3.2"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -203,6 +215,7 @@ version = "0.7.16"
 description = "A light, configurable Sphinx theme"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
     {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
@@ -214,6 +227,7 @@ version = "0.7.0"
 description = "Reusable constraint types to use with typing.Annotated"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
@@ -225,6 +239,7 @@ version = "4.13.2"
 description = "ANTLR 4.13.2 runtime for Python 3"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "antlr4_python3_runtime-4.13.2-py3-none-any.whl", hash = "sha256:fe3835eb8d33daece0e799090eda89719dbccee7aa39ef94eed3818cafa5a7e8"},
     {file = "antlr4_python3_runtime-4.13.2.tar.gz", hash = "sha256:909b647e1d2fc2b70180ac586df3933e38919c85f98ccc656a96cd3f25ef3916"},
@@ -236,6 +251,8 @@ version = "5.0.1"
 description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version <= \"3.10\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -247,18 +264,20 @@ version = "25.1.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "attrs-25.1.0-py3-none-any.whl", hash = "sha256:c75a69e28a550a7e93789579c22aa26b0f5b83b75dc4e08fe092980051e1090a"},
     {file = "attrs-25.1.0.tar.gz", hash = "sha256:1c97078a80c814273a76b2a298a932eb681c87415c11dee0a6921de7f1b02c3e"},
 ]
+markers = {main = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"}
 
 [package.extras]
-benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
 docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
-tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
+tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""]
 
 [[package]]
 name = "aws-sam-translator"
@@ -266,6 +285,7 @@ version = "1.94.0"
 description = "AWS SAM Translator is a library that transform SAM templates into AWS CloudFormation templates"
 optional = false
 python-versions = "!=4.0,<=4.0,>=3.8"
+groups = ["dev"]
 files = [
     {file = "aws_sam_translator-1.94.0-py3-none-any.whl", hash = "sha256:100e33eeffcfa81f7c45cadeb0ee29596ce829f6b4d2745140f04fa19a41f539"},
     {file = "aws_sam_translator-1.94.0.tar.gz", hash = "sha256:8ec258d9f7ece72ef91c81f4edb45a2db064c16844b6afac90c575893beaa391"},
@@ -286,6 +306,7 @@ version = "2.14.0"
 description = "The AWS X-Ray SDK for Python (the SDK) enables Python developers to record and emit information from within their applications to the AWS X-Ray service."
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "aws_xray_sdk-2.14.0-py2.py3-none-any.whl", hash = "sha256:cfbe6feea3d26613a2a869d14c9246a844285c97087ad8f296f901633554ad94"},
     {file = "aws_xray_sdk-2.14.0.tar.gz", hash = "sha256:aab843c331af9ab9ba5cefb3a303832a19db186140894a523edafc024cc0493c"},
@@ -301,6 +322,8 @@ version = "1.32.0"
 description = "Microsoft Azure Core Library for Python"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"adlfs\""
 files = [
     {file = "azure_core-1.32.0-py3-none-any.whl", hash = "sha256:eac191a0efb23bfa83fddf321b27b122b4ec847befa3091fa736a5c32c50d7b4"},
     {file = "azure_core-1.32.0.tar.gz", hash = "sha256:22b3c35d6b2dae14990f6c1be2912bf23ffe50b220e708a28ab1bb92b1c730e5"},
@@ -320,6 +343,8 @@ version = "0.0.53"
 description = "Azure Data Lake Store Filesystem Client Library for Python"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"adlfs\""
 files = [
     {file = "azure-datalake-store-0.0.53.tar.gz", hash = "sha256:05b6de62ee3f2a0a6e6941e6933b792b800c3e7f6ffce2fc324bc19875757393"},
     {file = "azure_datalake_store-0.0.53-py2.py3-none-any.whl", hash = "sha256:a30c902a6e360aa47d7f69f086b426729784e71c536f330b691647a51dc42b2b"},
@@ -336,6 +361,8 @@ version = "1.20.0"
 description = "Microsoft Azure Identity Library for Python"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"adlfs\""
 files = [
     {file = "azure_identity-1.20.0-py3-none-any.whl", hash = "sha256:5f23fc4889a66330e840bd78830287e14f3761820fe3c5f77ac875edcb9ec998"},
     {file = "azure_identity-1.20.0.tar.gz", hash = "sha256:40597210d56c83e15031b0fe2ea3b26420189e1e7f3e20bdbb292315da1ba014"},
@@ -354,6 +381,8 @@ version = "12.24.1"
 description = "Microsoft Azure Blob Storage Client Library for Python"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"adlfs\""
 files = [
     {file = "azure_storage_blob-12.24.1-py3-none-any.whl", hash = "sha256:77fb823fdbac7f3c11f7d86a5892e2f85e161e8440a7489babe2195bf248f09e"},
     {file = "azure_storage_blob-12.24.1.tar.gz", hash = "sha256:052b2a1ea41725ba12e2f4f17be85a54df1129e13ea0321f5a2fcc851cbf47d4"},
@@ -374,13 +403,14 @@ version = "2.17.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev", "docs"]
 files = [
     {file = "babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2"},
     {file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"},
 ]
 
 [package.extras]
-dev = ["backports.zoneinfo", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata"]
+dev = ["backports.zoneinfo ; python_version < \"3.9\"", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata ; sys_platform == \"win32\""]
 
 [[package]]
 name = "backports-tarfile"
@@ -388,6 +418,8 @@ version = "1.2.0"
 description = "Backport of CPython tarfile module"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version < \"3.12\""
 files = [
     {file = "backports.tarfile-1.2.0-py3-none-any.whl", hash = "sha256:77e284d754527b01fb1e6fa8a1afe577858ebe4e9dad8919e34c862cb399bc34"},
     {file = "backports_tarfile-1.2.0.tar.gz", hash = "sha256:d75e02c268746e1b8144c278978b6e98e85de6ad16f8e4b0844a154557eca991"},
@@ -403,6 +435,7 @@ version = "1.9.0"
 description = "Fast, simple object-to-object and broadcast signaling"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "blinker-1.9.0-py3-none-any.whl", hash = "sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc"},
     {file = "blinker-1.9.0.tar.gz", hash = "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf"},
@@ -414,10 +447,12 @@ version = "1.36.23"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "boto3-1.36.23-py3-none-any.whl", hash = "sha256:d59642672b1f35f55f47b317693241ce53333816f47c9e72fcc8fd0e9adc6a87"},
     {file = "boto3-1.36.23.tar.gz", hash = "sha256:006800604c34382873521b20890b758eea7109d699696ece932131259d0a4658"},
 ]
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.36.23,<1.37.0"
@@ -433,10 +468,12 @@ version = "1.36.23"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "botocore-1.36.23-py3-none-any.whl", hash = "sha256:886730e79495a2e153842725ebdf85185c8277cdf255b3b5879cd097ddc7fcc3"},
     {file = "botocore-1.36.23.tar.gz", hash = "sha256:9feaa2d876f487e718a5fd80a35fa401042b518c0c75117d3e1ea39a567439e7"},
 ]
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -455,6 +492,7 @@ version = "1.2.2.post1"
 description = "A simple, correct Python build frontend"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "build-1.2.2.post1-py3-none-any.whl", hash = "sha256:1d61c0887fa860c01971625baae8bdd338e517b836a2f70dd1f7aa3a6b2fc5b5"},
     {file = "build-1.2.2.post1.tar.gz", hash = "sha256:b36993e92ca9375a219c99e606a122ff365a760a2d4bba0caa09bd5278b608b7"},
@@ -470,7 +508,7 @@ virtualenv = {version = ">=20.0.35", optional = true, markers = "extra == \"virt
 
 [package.extras]
 docs = ["furo (>=2023.08.17)", "sphinx (>=7.0,<8.0)", "sphinx-argparse-cli (>=1.5)", "sphinx-autodoc-typehints (>=1.10)", "sphinx-issues (>=3.0.0)"]
-test = ["build[uv,virtualenv]", "filelock (>=3)", "pytest (>=6.2.4)", "pytest-cov (>=2.12)", "pytest-mock (>=2)", "pytest-rerunfailures (>=9.1)", "pytest-xdist (>=1.34)", "setuptools (>=42.0.0)", "setuptools (>=56.0.0)", "setuptools (>=56.0.0)", "setuptools (>=67.8.0)", "wheel (>=0.36.0)"]
+test = ["build[uv,virtualenv]", "filelock (>=3)", "pytest (>=6.2.4)", "pytest-cov (>=2.12)", "pytest-mock (>=2)", "pytest-rerunfailures (>=9.1)", "pytest-xdist (>=1.34)", "setuptools (>=42.0.0) ; python_version < \"3.10\"", "setuptools (>=56.0.0) ; python_version == \"3.10\"", "setuptools (>=56.0.0) ; python_version == \"3.11\"", "setuptools (>=67.8.0) ; python_version >= \"3.12\"", "wheel (>=0.36.0)"]
 typing = ["build[uv]", "importlib-metadata (>=5.1)", "mypy (>=1.9.0,<1.10.0)", "tomli", "typing-extensions (>=3.7.4.3)"]
 uv = ["uv (>=0.1.18)"]
 virtualenv = ["virtualenv (>=20.0.35)"]
@@ -481,6 +519,7 @@ version = "5.5.2"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "cachetools-5.5.2-py3-none-any.whl", hash = "sha256:d26a22bcc62eb95c3beabd9f1ee5e820d3d2704fe2967cbe350e20c8ffcd3f0a"},
     {file = "cachetools-5.5.2.tar.gz", hash = "sha256:1a661caa9175d26759571b2e19580f9d6393969e5dfca11fdb1f947a23e640d4"},
@@ -492,6 +531,7 @@ version = "2025.1.31"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "dev", "docs"]
 files = [
     {file = "certifi-2025.1.31-py3-none-any.whl", hash = "sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe"},
     {file = "certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651"},
@@ -503,6 +543,7 @@ version = "1.17.1"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"},
     {file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"},
@@ -572,6 +613,7 @@ files = [
     {file = "cffi-1.17.1-cp39-cp39-win_amd64.whl", hash = "sha256:d016c76bdd850f3c626af19b0542c9677ba156e4ee4fccfdd7848803533ef662"},
     {file = "cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824"},
 ]
+markers = {main = "(extra == \"zstandard\" or extra == \"adlfs\") and platform_python_implementation == \"PyPy\" or extra == \"adlfs\"", dev = "platform_python_implementation != \"PyPy\""}
 
 [package.dependencies]
 pycparser = "*"
@@ -582,6 +624,7 @@ version = "3.4.0"
 description = "Validate configuration and produce human readable error messages."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9"},
     {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"},
@@ -593,6 +636,7 @@ version = "1.24.0"
 description = "Checks CloudFormation templates for practices and behaviour that could potentially be improved"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "cfn_lint-1.24.0-py3-none-any.whl", hash = "sha256:b8ca01ba384587aa7c0e09bf71cb4fa6993bd6da56498139f316e238f47d4eb8"},
     {file = "cfn_lint-1.24.0.tar.gz", hash = "sha256:8b081808aa3a2f60abf9ef4ce05b1f270adab5b81124376f2f8e95c2fd767fb6"},
@@ -619,6 +663,7 @@ version = "3.4.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev", "docs"]
 files = [
     {file = "charset_normalizer-3.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:91b36a978b5ae0ee86c394f5a54d6ef44db1de0815eb43de826d41d21e4af3de"},
     {file = "charset_normalizer-3.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7461baadb4dc00fd9e0acbe254e3d7d2112e7f92ced2adc96e54ef6501c5f176"},
@@ -720,6 +765,7 @@ version = "8.1.8"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev", "docs"]
 files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
     {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
@@ -734,10 +780,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["main", "dev", "docs"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
+markers = {main = "platform_system == \"Windows\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\" or os_name == \"nt\""}
 
 [[package]]
 name = "coverage"
@@ -745,6 +793,7 @@ version = "7.6.12"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "coverage-7.6.12-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:704c8c8c6ce6569286ae9622e534b4f5b9759b6f2cd643f1c1a61f666d534fe8"},
     {file = "coverage-7.6.12-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ad7525bf0241e5502168ae9c643a2f6c219fa0a283001cee4cf23a9b7da75879"},
@@ -815,7 +864,7 @@ files = [
 tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.11.0a6\" and extra == \"toml\""}
 
 [package.extras]
-toml = ["tomli"]
+toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
 
 [[package]]
 name = "cramjam"
@@ -823,6 +872,8 @@ version = "2.9.1"
 description = "Thin Python bindings to de/compression algorithms in Rust"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"snappy\""
 files = [
     {file = "cramjam-2.9.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:8e82464d1e00fbbb12958999b8471ba5e9f3d9711954505a0a7b378762332e6f"},
     {file = "cramjam-2.9.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6d2df8a6511cc08ef1fccd2e0c65e2ebc9f57574ec8376052a76851af5398810"},
@@ -925,6 +976,7 @@ version = "44.0.1"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = "!=3.9.0,!=3.9.1,>=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "cryptography-44.0.1-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:bf688f615c29bfe9dfc44312ca470989279f0e94bb9f631f85e3459af8efc009"},
     {file = "cryptography-44.0.1-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dd7c7e2d71d908dc0f8d2027e1604102140d84b155e658c20e8ad1304317691f"},
@@ -958,15 +1010,16 @@ files = [
     {file = "cryptography-44.0.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:d9c5b9f698a83c8bd71e0f4d3f9f839ef244798e5ffe96febfa9714717db7af7"},
     {file = "cryptography-44.0.1.tar.gz", hash = "sha256:f51f5705ab27898afda1aaa430f34ad90dc117421057782022edf0600bec5f14"},
 ]
+markers = {main = "extra == \"adlfs\""}
 
 [package.dependencies]
 cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
 
 [package.extras]
-docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=3.0.0)"]
+docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=3.0.0) ; python_version >= \"3.8\""]
 docstest = ["pyenchant (>=3)", "readme-renderer (>=30.0)", "sphinxcontrib-spelling (>=7.3.1)"]
-nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2)"]
-pep8test = ["check-sdist", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
+nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2) ; python_version >= \"3.8\""]
+pep8test = ["check-sdist ; python_version >= \"3.8\"", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
 sdist = ["build (>=1.0.0)"]
 ssh = ["bcrypt (>=3.1.5)"]
 test = ["certifi (>=2024)", "cryptography-vectors (==44.0.1)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
@@ -978,6 +1031,7 @@ version = "3.0.12"
 description = "The Cython compiler for writing C extensions in the Python language."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
+groups = ["dev"]
 files = [
     {file = "Cython-3.0.12-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ba67eee9413b66dd9fbacd33f0bc2e028a2a120991d77b5fd4b19d0b1e4039b9"},
     {file = "Cython-3.0.12-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bee2717e5b5f7d966d0c6e27d2efe3698c357aa4d61bb3201997c7a4f9fe485a"},
@@ -1051,6 +1105,7 @@ version = "45.2.0"
 description = "Build and run queries against data"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "datafusion-45.2.0-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:1d0e601167be4f3275af6de1287ae7ec96acfcc4a6e60f1b5fc1e517bc1f5162"},
     {file = "datafusion-45.2.0-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:e70d5697b32326a99ab291afe93c268362ccb644eb71639ae48fe1ebeb0cb7b3"},
@@ -1070,6 +1125,8 @@ version = "5.1.1"
 description = "Decorators for Humans"
 optional = true
 python-versions = ">=3.5"
+groups = ["main"]
+markers = "extra == \"gcsfs\""
 files = [
     {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"},
     {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
@@ -1081,6 +1138,7 @@ version = "0.23.0"
 description = "A command line utility to check for unused, missing and transitive dependencies in a Python project."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "deptry-0.23.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:1f2a6817a37d76e8f6b667381b7caf6ea3e6d6c18b5be24d36c625f387c79852"},
     {file = "deptry-0.23.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:9601b64cc0aed42687fdd5c912d5f1e90d7f7333fb589b14e35bfdfebae866f3"},
@@ -1113,6 +1171,7 @@ version = "0.3.9"
 description = "Distribution utilities"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "distlib-0.3.9-py2.py3-none-any.whl", hash = "sha256:47f8c22fd27c27e25a65601af709b38e4f0a45ea4fc2e710f65755fa8caaaf87"},
     {file = "distlib-0.3.9.tar.gz", hash = "sha256:a60f20dea646b8a33f3e7772f74dc0b2d0772d2837ee1342a00645c81edf9403"},
@@ -1124,6 +1183,7 @@ version = "7.1.0"
 description = "A Python library for the Docker Engine API."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "docker-7.1.0-py3-none-any.whl", hash = "sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0"},
     {file = "docker-7.1.0.tar.gz", hash = "sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c"},
@@ -1146,6 +1206,7 @@ version = "0.21.2"
 description = "Docutils -- Python Documentation Utilities"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "docutils-0.21.2-py3-none-any.whl", hash = "sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2"},
     {file = "docutils-0.21.2.tar.gz", hash = "sha256:3a6b18732edf182daa3cd12775bbb338cf5691468f91eeeb109deff6ebfa986f"},
@@ -1157,6 +1218,7 @@ version = "3.10.0"
 description = "Helpful functions for Python 🐍 🛠️"
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
 files = [
     {file = "domdf_python_tools-3.10.0-py3-none-any.whl", hash = "sha256:5e71c1be71bbcc1f881d690c8984b60e64298ec256903b3147f068bc33090c36"},
     {file = "domdf_python_tools-3.10.0.tar.gz", hash = "sha256:2ae308d2f4f1e9145f5f4ba57f840fbfd1c2983ee26e4824347789649d3ae298"},
@@ -1176,6 +1238,8 @@ version = "1.2.0"
 description = "DuckDB in-process database"
 optional = true
 python-versions = ">=3.7.0"
+groups = ["main"]
+markers = "extra == \"duckdb\""
 files = [
     {file = "duckdb-1.2.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:7452d3655063cc3062504b5b22f8968acb96ffcdc6c2b8207bbec9da1de1f884"},
     {file = "duckdb-1.2.0-cp310-cp310-macosx_12_0_universal2.whl", hash = "sha256:28d40a269212270e08b8541ea0922c3a893407897481cd484ad896bc2ba77a00"},
@@ -1236,6 +1300,8 @@ version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
+markers = "python_version <= \"3.10\""
 files = [
     {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
     {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
@@ -1250,6 +1316,7 @@ version = "1.10.0"
 description = "Fast read/write of AVRO files"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "fastavro-1.10.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:1a9fe0672d2caf0fe54e3be659b13de3cad25a267f2073d6f4b9f8862acc31eb"},
     {file = "fastavro-1.10.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:86dd0410770e0c99363788f0584523709d85e57bb457372ec5c285a482c17fe6"},
@@ -1296,15 +1363,17 @@ version = "3.17.0"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "filelock-3.17.0-py3-none-any.whl", hash = "sha256:533dc2f7ba78dc2f0f531fc6c4940addf7b70a481e269a5a3b93be94ffbe8338"},
     {file = "filelock-3.17.0.tar.gz", hash = "sha256:ee4e77401ef576ebb38cd7f13b9b28893194acc20a8e68e18730ba9c0e54660e"},
 ]
+markers = {main = "extra == \"ray\""}
 
 [package.extras]
 docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
 testing = ["covdefaults (>=2.3)", "coverage (>=7.6.10)", "diff-cover (>=9.2.1)", "pytest (>=8.3.4)", "pytest-asyncio (>=0.25.2)", "pytest-cov (>=6)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.28.1)"]
-typing = ["typing-extensions (>=4.12.2)"]
+typing = ["typing-extensions (>=4.12.2) ; python_version < \"3.11\""]
 
 [[package]]
 name = "flask"
@@ -1312,6 +1381,7 @@ version = "3.1.0"
 description = "A simple framework for building complex web applications."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "flask-3.1.0-py3-none-any.whl", hash = "sha256:d667207822eb83f1c4b50949b1623c8fc8d51f2341d65f72e1a1815397551136"},
     {file = "flask-3.1.0.tar.gz", hash = "sha256:5f873c5184c897c8d9d1b05df1e3d01b14910ce69607a117bd3277098a5836ac"},
@@ -1335,6 +1405,7 @@ version = "5.0.0"
 description = "A Flask extension adding a decorator for CORS support"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "Flask_Cors-5.0.0-py2.py3-none-any.whl", hash = "sha256:b9e307d082a9261c100d8fb0ba909eec6a228ed1b60a8315fd85f783d61910bc"},
     {file = "flask_cors-5.0.0.tar.gz", hash = "sha256:5aadb4b950c4e93745034594d9f3ea6591f734bb3662e16e255ffbf5e89c88ef"},
@@ -1349,6 +1420,8 @@ version = "1.5.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
 files = [
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5b6a66c18b5b9dd261ca98dffcb826a525334b2f29e7caa54e182255c5f6a65a"},
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d1b3eb7b05ea246510b43a7e53ed1653e55c2121019a97e60cad7efb881a97bb"},
@@ -1450,6 +1523,7 @@ version = "2025.2.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "fsspec-2025.2.0-py3-none-any.whl", hash = "sha256:9de2ad9ce1f85e1931858535bc882543171d197001a0a5eb2ddc04f1781ab95b"},
     {file = "fsspec-2025.2.0.tar.gz", hash = "sha256:1c24b16eaa0a1798afa0337aa0db9b256718ab2a89c425371f5628d22c3b6afd"},
@@ -1489,6 +1563,8 @@ version = "2025.2.0"
 description = "Convenient Filesystem interface over GCS"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"gcsfs\""
 files = [
     {file = "gcsfs-2025.2.0-py2.py3-none-any.whl", hash = "sha256:293fc0bd40402f954b2f3edc7289116ece3995525abc04473834fcdd3f220bd9"},
     {file = "gcsfs-2025.2.0.tar.gz", hash = "sha256:1013b3f1213d867fffc732dbf1d963127dfa6e5e863f8077696b892696b3e3d9"},
@@ -1513,6 +1589,8 @@ version = "0.4.4"
 description = "Distributed Dataframes for Multimodal Data"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"daft\""
 files = [
     {file = "getdaft-0.4.4-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:1b8d4bcb28360cbc2a1a68fa2190b879eae6413938136f89d8e96810d38b0958"},
     {file = "getdaft-0.4.4-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:5f51a0406425398992b9d5203978a248e80c0b65027459c4e852bc92df9e1676"},
@@ -1526,7 +1604,7 @@ files = [
 fsspec = "*"
 pyarrow = ">=8.0.0"
 tqdm = "*"
-typing-extensions = {version = ">=4.0.0", markers = "python_full_version < \"3.10\""}
+typing-extensions = {version = ">=4.0.0", markers = "python_full_version < \"3.10.0\""}
 
 [package.extras]
 all = ["getdaft[aws,azure,deltalake,gcp,iceberg,numpy,pandas,ray,sql,unity]"]
@@ -1537,7 +1615,7 @@ iceberg = ["packaging", "pyiceberg (>=0.4.0)"]
 lance = ["lancedb"]
 numpy = ["numpy"]
 pandas = ["pandas"]
-ray = ["packaging", "ray[client,data] (>=2.0.0)", "ray[client,data] (>=2.10.0)"]
+ray = ["packaging", "ray[client,data] (>=2.0.0) ; platform_system != \"Windows\"", "ray[client,data] (>=2.10.0) ; platform_system == \"Windows\""]
 sql = ["connectorx", "sqlalchemy", "sqlglot"]
 unity = ["unitycatalog"]
 
@@ -1547,6 +1625,7 @@ version = "2.1.0"
 description = "Copy your docs directly to the gh-pages branch."
 optional = false
 python-versions = "*"
+groups = ["docs"]
 files = [
     {file = "ghp-import-2.1.0.tar.gz", hash = "sha256:9c535c4c61193c2df8871222567d7fd7e5014d835f97dc7b7439069e2413d343"},
     {file = "ghp_import-2.1.0-py3-none-any.whl", hash = "sha256:8337dd7b50877f163d4c0289bc1f1c7f127550241988d568c1db512c4324a619"},
@@ -1564,6 +1643,8 @@ version = "2.24.1"
 description = "Google API client core library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"gcsfs\""
 files = [
     {file = "google_api_core-2.24.1-py3-none-any.whl", hash = "sha256:bc78d608f5a5bf853b80bd70a795f703294de656c096c0968320830a4bc280f1"},
     {file = "google_api_core-2.24.1.tar.gz", hash = "sha256:f8b36f5456ab0dd99a1b693a40a31d1e7757beea380ad1b38faaf8941eae9d8a"},
@@ -1573,7 +1654,7 @@ files = [
 google-auth = ">=2.14.1,<3.0.dev0"
 googleapis-common-protos = ">=1.56.2,<2.0.dev0"
 proto-plus = [
-    {version = ">=1.22.3,<2.0.0dev", markers = "python_version < \"3.13\""},
+    {version = ">=1.22.3,<2.0.0dev"},
     {version = ">=1.25.0,<2.0.0dev", markers = "python_version >= \"3.13\""},
 ]
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0"
@@ -1581,7 +1662,7 @@ requests = ">=2.18.0,<3.0.0.dev0"
 
 [package.extras]
 async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.dev0)"]
-grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0)"]
+grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0) ; python_version >= \"3.11\""]
 grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
@@ -1591,6 +1672,8 @@ version = "2.38.0"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"gcsfs\""
 files = [
     {file = "google_auth-2.38.0-py2.py3-none-any.whl", hash = "sha256:e7dae6694313f434a2727bf2906f27ad259bae090d7aa896590d86feec3d9d4a"},
     {file = "google_auth-2.38.0.tar.gz", hash = "sha256:8285113607d3b80a3f1543b75962447ba8a09fe85783432a784fdeef6ac094c4"},
@@ -1615,6 +1698,8 @@ version = "1.2.1"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "extra == \"gcsfs\""
 files = [
     {file = "google_auth_oauthlib-1.2.1-py2.py3-none-any.whl", hash = "sha256:2d58a27262d55aa1b87678c3ba7142a080098cbc2024f903c62355deb235d91f"},
     {file = "google_auth_oauthlib-1.2.1.tar.gz", hash = "sha256:afd0cad092a2eaa53cd8e8298557d6de1034c6cb4a740500b5357b648af97263"},
@@ -1633,6 +1718,8 @@ version = "2.4.1"
 description = "Google Cloud API client core library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"gcsfs\""
 files = [
     {file = "google-cloud-core-2.4.1.tar.gz", hash = "sha256:9b7749272a812bde58fff28868d0c5e2f585b82f37e09a1f6ed2d4d10f134073"},
     {file = "google_cloud_core-2.4.1-py2.py3-none-any.whl", hash = "sha256:a9e6a4422b9ac5c29f79a0ede9485473338e2ce78d91f2370c01e730eab22e61"},
@@ -1651,6 +1738,8 @@ version = "3.0.0"
 description = "Google Cloud Storage API client library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"gcsfs\""
 files = [
     {file = "google_cloud_storage-3.0.0-py2.py3-none-any.whl", hash = "sha256:f85fd059650d2dbb0ac158a9a6b304b66143b35ed2419afec2905ca522eb2c6a"},
     {file = "google_cloud_storage-3.0.0.tar.gz", hash = "sha256:2accb3e828e584888beff1165e5f3ac61aa9088965eb0165794a82d8c7f95297"},
@@ -1674,6 +1763,8 @@ version = "1.6.0"
 description = "A python wrapper of the C library 'Google CRC32C'"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"gcsfs\""
 files = [
     {file = "google_crc32c-1.6.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:5bcc90b34df28a4b38653c36bb5ada35671ad105c99cfe915fb5bed7ad6924aa"},
     {file = "google_crc32c-1.6.0-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:d9e9913f7bd69e093b81da4535ce27af842e7bf371cde42d1ae9e9bd382dc0e9"},
@@ -1713,6 +1804,8 @@ version = "2.7.2"
 description = "Utilities for Google Media Downloads and Resumable Uploads"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"gcsfs\""
 files = [
     {file = "google_resumable_media-2.7.2-py2.py3-none-any.whl", hash = "sha256:3ce7551e9fe6d99e9a126101d2536612bb73486721951e9562fee0f90c6ababa"},
     {file = "google_resumable_media-2.7.2.tar.gz", hash = "sha256:5280aed4629f2b60b847b0d42f9857fd4935c11af266744df33d8074cae92fe0"},
@@ -1731,6 +1824,8 @@ version = "1.66.0"
 description = "Common protobufs used in Google APIs"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"gcsfs\""
 files = [
     {file = "googleapis_common_protos-1.66.0-py2.py3-none-any.whl", hash = "sha256:d7abcd75fabb2e0ec9f74466401f6c119a0b498e27370e9be4c94cb7e382b8ed"},
     {file = "googleapis_common_protos-1.66.0.tar.gz", hash = "sha256:c3e7b33d15fdca5374cc0a7346dd92ffa847425cc4ea941d970f13680052ec8c"},
@@ -1748,6 +1843,7 @@ version = "3.2.6"
 description = "GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL."
 optional = false
 python-versions = "<4,>=3.6"
+groups = ["dev"]
 files = [
     {file = "graphql_core-3.2.6-py3-none-any.whl", hash = "sha256:78b016718c161a6fb20a7d97bbf107f331cd1afe53e45566c59f776ed7f0b45f"},
     {file = "graphql_core-3.2.6.tar.gz", hash = "sha256:c08eec22f9e40f0bd61d805907e3b3b1b9a320bc606e23dc145eebca07c8fbab"},
@@ -1762,6 +1858,8 @@ version = "3.1.1"
 description = "Lightweight in-process concurrent programming"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version < \"3.14\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\") and (extra == \"sql-postgres\" or extra == \"sql-sqlite\")"
 files = [
     {file = "greenlet-3.1.1-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:0bbae94a29c9e5c7e4a2b7f0aae5c17e8e90acbfd3bf6270eeba60c39fce3563"},
     {file = "greenlet-3.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0fde093fb93f35ca72a556cf72c92ea3ebfda3d79fc35bb19fbe685853869a83"},
@@ -1848,6 +1946,7 @@ version = "1.5.7"
 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 optional = false
 python-versions = ">=3.9"
+groups = ["docs"]
 files = [
     {file = "griffe-1.5.7-py3-none-any.whl", hash = "sha256:4af8ec834b64de954d447c7b6672426bb145e71605c74a4e22d510cc79fe7d8b"},
     {file = "griffe-1.5.7.tar.gz", hash = "sha256:465238c86deaf1137761f700fb343edd8ffc846d72f6de43c3c345ccdfbebe92"},
@@ -1862,6 +1961,7 @@ version = "2.6.7"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "identify-2.6.7-py2.py3-none-any.whl", hash = "sha256:155931cb617a401807b09ecec6635d6c692d180090a1cedca8ef7d58ba5b6aa0"},
     {file = "identify-2.6.7.tar.gz", hash = "sha256:3fa266b42eba321ee0b2bb0936a6a6b9e36a1351cbb69055b3082f4193035684"},
@@ -1876,6 +1976,7 @@ version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "dev", "docs"]
 files = [
     {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
     {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
@@ -1890,6 +1991,7 @@ version = "1.4.1"
 description = "Getting image size from png/jpeg/jpeg2000/gif file"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["dev"]
 files = [
     {file = "imagesize-1.4.1-py2.py3-none-any.whl", hash = "sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b"},
     {file = "imagesize-1.4.1.tar.gz", hash = "sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a"},
@@ -1901,21 +2003,23 @@ version = "8.6.1"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev", "docs"]
 files = [
     {file = "importlib_metadata-8.6.1-py3-none-any.whl", hash = "sha256:02a89390c1e15fdfdc0d7c6b25cb3e62650d0494005c97d6f148bf5b9787525e"},
     {file = "importlib_metadata-8.6.1.tar.gz", hash = "sha256:310b41d755445d74569f993ccfc22838295d9fe005425094fad953d7f15c8580"},
 ]
+markers = {dev = "python_full_version < \"3.10.2\"", docs = "python_version < \"3.10\""}
 
 [package.dependencies]
 zipp = ">=3.20"
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 enabler = ["pytest-enabler (>=2.2)"]
 perf = ["ipython"]
-test = ["flufl.flake8", "importlib_resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+test = ["flufl.flake8", "importlib_resources (>=1.3) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
 type = ["pytest-mypy"]
 
 [[package]]
@@ -1924,6 +2028,7 @@ version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
@@ -1935,6 +2040,8 @@ version = "0.7.2"
 description = "An ISO 8601 date/time/duration parser and formatter"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"adlfs\""
 files = [
     {file = "isodate-0.7.2-py3-none-any.whl", hash = "sha256:28009937d8031054830160fce6d409ed342816b543597cece116d966c6d99e15"},
     {file = "isodate-0.7.2.tar.gz", hash = "sha256:4cd1aa0f43ca76f4a6c6c0292a85f40b35ec2e43e315b59f06e6d32171a953e6"},
@@ -1946,6 +2053,7 @@ version = "2.2.0"
 description = "Safely pass data to untrusted environments and back."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "itsdangerous-2.2.0-py3-none-any.whl", hash = "sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef"},
     {file = "itsdangerous-2.2.0.tar.gz", hash = "sha256:e0050c0b7da1eea53ffaf149c0cfbb5c6e2e2b69c4bef22c81fa6eb73e5f6173"},
@@ -1957,6 +2065,7 @@ version = "6.0.1"
 description = "Useful decorators and context managers"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "jaraco.context-6.0.1-py3-none-any.whl", hash = "sha256:f797fc481b490edb305122c9181830a3a5b76d84ef6d1aef2fb9b47ab956f9e4"},
     {file = "jaraco_context-6.0.1.tar.gz", hash = "sha256:9bae4ea555cf0b14938dc0aee7c9f32ed303aa20a3b73e7dc80111628792d1b3"},
@@ -1967,7 +2076,7 @@ files = [
 
 [package.extras]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["portend", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+test = ["portend", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
 
 [[package]]
 name = "jaraco-packaging"
@@ -1975,6 +2084,7 @@ version = "10.2.3"
 description = "tools to supplement packaging Python releases"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "jaraco.packaging-10.2.3-py3-none-any.whl", hash = "sha256:ceb5806d2ac5731ba5b265d196e4cb848afa2a958f01d0bf3a1dfaa3969ed92c"},
     {file = "jaraco_packaging-10.2.3.tar.gz", hash = "sha256:d726cc42faa62b2f70585cbe1176b4b469fe6d75f21b19034b688b4340917933"},
@@ -1988,7 +2098,7 @@ sphinx = "*"
 
 [package.extras]
 doc = ["furo", "jaraco.packaging (>=9.3)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "types-docutils"]
+test = ["pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\"", "types-docutils"]
 
 [[package]]
 name = "jinja2"
@@ -1996,6 +2106,7 @@ version = "3.1.5"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
+groups = ["dev", "docs"]
 files = [
     {file = "jinja2-3.1.5-py3-none-any.whl", hash = "sha256:aba0f4dc9ed8013c424088f68a5c226f7d6097ed89b246d7749c2ec4175c6adb"},
     {file = "jinja2-3.1.5.tar.gz", hash = "sha256:8fefff8dc3034e27bb80d67c671eb8a9bc424c0ef4c0826edbff304cceff43bb"},
@@ -2013,10 +2124,12 @@ version = "1.0.1"
 description = "JSON Matching Expressions"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [[package]]
 name = "joserfc"
@@ -2024,6 +2137,7 @@ version = "1.0.3"
 description = "The ultimate Python library for JOSE RFCs, including JWS, JWE, JWK, JWA, JWT"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "joserfc-1.0.3-py3-none-any.whl", hash = "sha256:76c7efafb9b7bc635dd73e9e3819d393d952f042c24d6a98182759d39cbc743b"},
     {file = "joserfc-1.0.3.tar.gz", hash = "sha256:bcbed6fdfeefb9dc3bcca827f7539c57b353d514fbddf6c722a1c35aea4eb499"},
@@ -2041,6 +2155,7 @@ version = "1.33"
 description = "Apply JSON-Patches (RFC 6902)"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
+groups = ["dev"]
 files = [
     {file = "jsonpatch-1.33-py2.py3-none-any.whl", hash = "sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade"},
     {file = "jsonpatch-1.33.tar.gz", hash = "sha256:9fcd4009c41e6d12348b4a0ff2563ba56a2923a7dfee731d004e212e1ee5030c"},
@@ -2055,6 +2170,7 @@ version = "1.7.0"
 description = "A final implementation of JSONPath for Python that aims to be standard compliant, including arithmetic and binary comparison operators and providing clear AST for metaprogramming."
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "jsonpath-ng-1.7.0.tar.gz", hash = "sha256:f6f5f7fd4e5ff79c785f1573b394043b39849fb2bb47bcead935d12b00beab3c"},
     {file = "jsonpath_ng-1.7.0-py2-none-any.whl", hash = "sha256:898c93fc173f0c336784a3fa63d7434297544b7198124a68f9a3ef9597b0ae6e"},
@@ -2070,6 +2186,7 @@ version = "3.0.0"
 description = "Identify specific nodes in a JSON document (RFC 6901)"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942"},
     {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"},
@@ -2081,10 +2198,12 @@ version = "4.23.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "jsonschema-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"},
     {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
 ]
+markers = {main = "extra == \"ray\""}
 
 [package.dependencies]
 attrs = ">=22.2.0"
@@ -2102,6 +2221,7 @@ version = "0.3.4"
 description = "JSONSchema Spec with object-oriented paths"
 optional = false
 python-versions = "<4.0.0,>=3.8.0"
+groups = ["dev"]
 files = [
     {file = "jsonschema_path-0.3.4-py3-none-any.whl", hash = "sha256:f502191fdc2b22050f9a81c9237be9d27145b9001c55842bece5e94e382e52f8"},
     {file = "jsonschema_path-0.3.4.tar.gz", hash = "sha256:8365356039f16cc65fddffafda5f58766e34bebab7d6d105616ab52bc4297001"},
@@ -2119,10 +2239,12 @@ version = "2024.10.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "jsonschema_specifications-2024.10.1-py3-none-any.whl", hash = "sha256:a09a0680616357d9a0ecf05c12ad234479f549239d0f5b55f3deea67475da9bf"},
     {file = "jsonschema_specifications-2024.10.1.tar.gz", hash = "sha256:0f38b83639958ce1152d02a7f062902c41c8fd20d558b0c34344292d417ae272"},
 ]
+markers = {main = "extra == \"ray\""}
 
 [package.dependencies]
 referencing = ">=0.31.0"
@@ -2133,6 +2255,7 @@ version = "1.10.0"
 description = "A fast and thorough lazy object proxy."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "lazy-object-proxy-1.10.0.tar.gz", hash = "sha256:78247b6d45f43a52ef35c25b5581459e85117225408a4128a3daf8bf9648ac69"},
     {file = "lazy_object_proxy-1.10.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:855e068b0358ab916454464a884779c7ffa312b8925c6f7401e952dcf3b89977"},
@@ -2179,6 +2302,7 @@ version = "3.7"
 description = "Python implementation of John Gruber's Markdown."
 optional = false
 python-versions = ">=3.8"
+groups = ["docs"]
 files = [
     {file = "Markdown-3.7-py3-none-any.whl", hash = "sha256:7eb6df5690b81a1d7942992c97fad2938e956e79df20cbc6186e9c3a77b1c803"},
     {file = "markdown-3.7.tar.gz", hash = "sha256:2ae2471477cfd02dbbf038d5d9bc226d40def84b4fe2986e49b59b6b472bbed2"},
@@ -2197,6 +2321,7 @@ version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
     {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
@@ -2221,6 +2346,7 @@ version = "3.0.2"
 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev", "docs"]
 files = [
     {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8"},
     {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9e2d922824181480953426608b81967de705c3cef4d1af983af849d7bd619158"},
@@ -2291,6 +2417,7 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
@@ -2302,6 +2429,7 @@ version = "1.3.4"
 description = "A deep merge function for 🐍."
 optional = false
 python-versions = ">=3.6"
+groups = ["docs"]
 files = [
     {file = "mergedeep-1.3.4-py3-none-any.whl", hash = "sha256:70775750742b25c0d8f36c55aed03d24c3384d17c951b3175d898bd778ef0307"},
     {file = "mergedeep-1.3.4.tar.gz", hash = "sha256:0096d52e9dad9939c3d975a774666af186eda617e6ca84df4c94dec30004f2a8"},
@@ -2313,6 +2441,7 @@ version = "1.6.1"
 description = "Project documentation with Markdown."
 optional = false
 python-versions = ">=3.8"
+groups = ["docs"]
 files = [
     {file = "mkdocs-1.6.1-py3-none-any.whl", hash = "sha256:db91759624d1647f3f34aa0c3f327dd2601beae39a366d6e064c03468d35c20e"},
     {file = "mkdocs-1.6.1.tar.gz", hash = "sha256:7b432f01d928c084353ab39c57282f29f92136665bdd6abf7c1ec8d822ef86f2"},
@@ -2336,7 +2465,7 @@ watchdog = ">=2.0"
 
 [package.extras]
 i18n = ["babel (>=2.9.0)"]
-min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-import (==1.0)", "importlib-metadata (==4.4)", "jinja2 (==2.11.1)", "markdown (==3.3.6)", "markupsafe (==2.0.1)", "mergedeep (==1.3.4)", "mkdocs-get-deps (==0.2.0)", "packaging (==20.5)", "pathspec (==0.11.1)", "pyyaml (==5.1)", "pyyaml-env-tag (==0.1)", "watchdog (==2.0)"]
+min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4) ; platform_system == \"Windows\"", "ghp-import (==1.0)", "importlib-metadata (==4.4) ; python_version < \"3.10\"", "jinja2 (==2.11.1)", "markdown (==3.3.6)", "markupsafe (==2.0.1)", "mergedeep (==1.3.4)", "mkdocs-get-deps (==0.2.0)", "packaging (==20.5)", "pathspec (==0.11.1)", "pyyaml (==5.1)", "pyyaml-env-tag (==0.1)", "watchdog (==2.0)"]
 
 [[package]]
 name = "mkdocs-autorefs"
@@ -2344,6 +2473,7 @@ version = "1.4.0"
 description = "Automatically link across pages in MkDocs."
 optional = false
 python-versions = ">=3.9"
+groups = ["docs"]
 files = [
     {file = "mkdocs_autorefs-1.4.0-py3-none-any.whl", hash = "sha256:bad19f69655878d20194acd0162e29a89c3f7e6365ffe54e72aa3fd1072f240d"},
     {file = "mkdocs_autorefs-1.4.0.tar.gz", hash = "sha256:a9c0aa9c90edbce302c09d050a3c4cb7c76f8b7b2c98f84a7a05f53d00392156"},
@@ -2360,6 +2490,7 @@ version = "0.5.0"
 description = "MkDocs plugin to programmatically generate documentation pages during the build"
 optional = false
 python-versions = ">=3.7"
+groups = ["docs"]
 files = [
     {file = "mkdocs_gen_files-0.5.0-py3-none-any.whl", hash = "sha256:7ac060096f3f40bd19039e7277dd3050be9a453c8ac578645844d4d91d7978ea"},
     {file = "mkdocs_gen_files-0.5.0.tar.gz", hash = "sha256:4c7cf256b5d67062a788f6b1d035e157fc1a9498c2399be9af5257d4ff4d19bc"},
@@ -2374,6 +2505,7 @@ version = "0.2.0"
 description = "MkDocs extension that lists all dependencies according to a mkdocs.yml file"
 optional = false
 python-versions = ">=3.8"
+groups = ["docs"]
 files = [
     {file = "mkdocs_get_deps-0.2.0-py3-none-any.whl", hash = "sha256:2bf11d0b133e77a0dd036abeeb06dec8775e46efa526dc70667d8863eefc6134"},
     {file = "mkdocs_get_deps-0.2.0.tar.gz", hash = "sha256:162b3d129c7fad9b19abfdcb9c1458a651628e4b1dea628ac68790fb3061c60c"},
@@ -2391,6 +2523,7 @@ version = "0.6.1"
 description = "MkDocs plugin to specify the navigation in Markdown instead of YAML"
 optional = false
 python-versions = ">=3.7"
+groups = ["docs"]
 files = [
     {file = "mkdocs_literate_nav-0.6.1-py3-none-any.whl", hash = "sha256:e70bdc4a07050d32da79c0b697bd88e9a104cf3294282e9cb20eec94c6b0f401"},
     {file = "mkdocs_literate_nav-0.6.1.tar.gz", hash = "sha256:78a7ab6d878371728acb0cdc6235c9b0ffc6e83c997b037f4a5c6ff7cef7d759"},
@@ -2405,6 +2538,7 @@ version = "9.6.5"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
+groups = ["docs"]
 files = [
     {file = "mkdocs_material-9.6.5-py3-none-any.whl", hash = "sha256:aad3e6fb860c20870f75fb2a69ef901f1be727891e41adb60b753efcae19453b"},
     {file = "mkdocs_material-9.6.5.tar.gz", hash = "sha256:b714679a8c91b0ffe2188e11ed58c44d2523e9c2ae26a29cc652fa7478faa21f"},
@@ -2434,6 +2568,7 @@ version = "1.3.1"
 description = "Extension pack for Python Markdown and MkDocs Material."
 optional = false
 python-versions = ">=3.8"
+groups = ["docs"]
 files = [
     {file = "mkdocs_material_extensions-1.3.1-py3-none-any.whl", hash = "sha256:adff8b62700b25cb77b53358dad940f3ef973dd6db797907c49e3c2ef3ab4e31"},
     {file = "mkdocs_material_extensions-1.3.1.tar.gz", hash = "sha256:10c9511cea88f568257f960358a467d12b970e1f7b2c0e5fb2bb48cab1928443"},
@@ -2445,6 +2580,7 @@ version = "0.3.9"
 description = "MkDocs plugin to allow clickable sections that lead to an index page"
 optional = false
 python-versions = ">=3.8"
+groups = ["docs"]
 files = [
     {file = "mkdocs_section_index-0.3.9-py3-none-any.whl", hash = "sha256:5e5eb288e8d7984d36c11ead5533f376fdf23498f44e903929d72845b24dfe34"},
     {file = "mkdocs_section_index-0.3.9.tar.gz", hash = "sha256:b66128d19108beceb08b226ee1ba0981840d14baf8a652b6c59e650f3f92e4f8"},
@@ -2459,6 +2595,7 @@ version = "0.28.2"
 description = "Automatic documentation from sources, for MkDocs."
 optional = false
 python-versions = ">=3.9"
+groups = ["docs"]
 files = [
     {file = "mkdocstrings-0.28.2-py3-none-any.whl", hash = "sha256:57f79c557e2718d217d6f6a81bf75a0de097f10e922e7e5e00f085c3f0ff6895"},
     {file = "mkdocstrings-0.28.2.tar.gz", hash = "sha256:9b847266d7a588ea76a8385eaebe1538278b4361c0d1ce48ed005be59f053569"},
@@ -2486,6 +2623,7 @@ version = "1.16.2"
 description = "A Python handler for mkdocstrings."
 optional = false
 python-versions = ">=3.9"
+groups = ["docs"]
 files = [
     {file = "mkdocstrings_python-1.16.2-py3-none-any.whl", hash = "sha256:ff7e719404e59ad1a72f1afbe854769984c889b8fa043c160f6c988e1ad9e966"},
     {file = "mkdocstrings_python-1.16.2.tar.gz", hash = "sha256:942ec1a2e0481d28f96f93be3d6e343cab92a21e5baf01c37dd2d7236c4d0bd7"},
@@ -2503,6 +2641,7 @@ version = "5.1.0"
 description = "Python extension for MurmurHash (MurmurHash3), a set of fast and robust hash functions."
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "mmh3-5.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:eaf4ac5c6ee18ca9232238364d7f2a213278ae5ca97897cafaa123fcc7bb8bec"},
     {file = "mmh3-5.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:48f9aa8ccb9ad1d577a16104834ac44ff640d8de8c0caed09a2300df7ce8460a"},
@@ -2601,6 +2740,7 @@ version = "5.1.0"
 description = "A library that allows you to easily mock out tests based on AWS infrastructure"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "moto-5.1.0-py3-none-any.whl", hash = "sha256:4fada00cedfba661aa58fe0b33b3ba9a0ef96d0e9937c9bed5163053898b4a27"},
     {file = "moto-5.1.0.tar.gz", hash = "sha256:879274a9d2213ca49706e3c8ea380d90953ec1ec642976f6315255394d36edc0"},
@@ -2660,6 +2800,7 @@ version = "1.3.0"
 description = "Python library for arbitrary-precision floating-point arithmetic"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "mpmath-1.3.0-py3-none-any.whl", hash = "sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c"},
     {file = "mpmath-1.3.0.tar.gz", hash = "sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f"},
@@ -2668,7 +2809,7 @@ files = [
 [package.extras]
 develop = ["codecov", "pycodestyle", "pytest (>=4.6)", "pytest-cov", "wheel"]
 docs = ["sphinx"]
-gmpy = ["gmpy2 (>=2.1.0a4)"]
+gmpy = ["gmpy2 (>=2.1.0a4) ; platform_python_implementation != \"PyPy\""]
 tests = ["pytest (>=4.6)"]
 
 [[package]]
@@ -2677,6 +2818,8 @@ version = "1.31.1"
 description = "The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect."
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"adlfs\""
 files = [
     {file = "msal-1.31.1-py3-none-any.whl", hash = "sha256:29d9882de247e96db01386496d59f29035e5e841bcac892e6d7bf4390bf6bd17"},
     {file = "msal-1.31.1.tar.gz", hash = "sha256:11b5e6a3f802ffd3a72107203e20c4eac6ef53401961b880af2835b723d80578"},
@@ -2688,7 +2831,7 @@ PyJWT = {version = ">=1.0.0,<3", extras = ["crypto"]}
 requests = ">=2.0.0,<3"
 
 [package.extras]
-broker = ["pymsalruntime (>=0.14,<0.18)", "pymsalruntime (>=0.17,<0.18)"]
+broker = ["pymsalruntime (>=0.14,<0.18) ; python_version >= \"3.6\" and platform_system == \"Windows\"", "pymsalruntime (>=0.17,<0.18) ; python_version >= \"3.8\" and platform_system == \"Darwin\""]
 
 [[package]]
 name = "msal-extensions"
@@ -2696,6 +2839,8 @@ version = "1.2.0"
 description = "Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS and Linux. Concurrent data access will be coordinated by a file lock mechanism."
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"adlfs\""
 files = [
     {file = "msal_extensions-1.2.0-py3-none-any.whl", hash = "sha256:cf5ba83a2113fa6dc011a254a72f1c223c88d7dfad74cc30617c4679a417704d"},
     {file = "msal_extensions-1.2.0.tar.gz", hash = "sha256:6f41b320bfd2933d631a215c91ca0dd3e67d84bd1a2f50ce917d5874ec646bef"},
@@ -2711,6 +2856,8 @@ version = "1.1.0"
 description = "MessagePack serializer"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"ray\""
 files = [
     {file = "msgpack-1.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7ad442d527a7e358a469faf43fda45aaf4ac3249c8310a82f0ccff9164e5dccd"},
     {file = "msgpack-1.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:74bed8f63f8f14d75eec75cf3d04ad581da6b914001b474a5d3cd3372c8cc27d"},
@@ -2784,6 +2931,8 @@ version = "6.1.0"
 description = "multidict implementation"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "multidict-6.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3380252550e372e8511d49481bd836264c009adb826b23fefcc5dd3c69692f60"},
     {file = "multidict-6.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:99f826cbf970077383d7de805c0681799491cb939c25450b9b5b3ced03ca99f1"},
@@ -2888,6 +3037,8 @@ version = "1.37.0"
 description = "Type annotations for boto3 Glue 1.37.0 service generated with mypy-boto3-builder 8.9.2"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"glue\""
 files = [
     {file = "mypy_boto3_glue-1.37.0-py3-none-any.whl", hash = "sha256:8373c17cf11b9b9490f99f970daaccee02ad6271b46d82b19559d4153727f1cd"},
     {file = "mypy_boto3_glue-1.37.0.tar.gz", hash = "sha256:5e2d2a03472af7c61e380a09086b97524e5c204024921391dca0da403eea6e27"},
@@ -2902,6 +3053,7 @@ version = "8.4.0"
 description = "Simple yet flexible natural sorting in Python."
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "natsort-8.4.0-py3-none-any.whl", hash = "sha256:4732914fb471f56b5cce04d7bae6f164a592c7712e1c85f9ef585e197299521c"},
     {file = "natsort-8.4.0.tar.gz", hash = "sha256:45312c4a0e5507593da193dedd04abb1469253b601ecaf63445ad80f0a1ea581"},
@@ -2917,6 +3069,7 @@ version = "3.2.1"
 description = "Python package for creating and manipulating graphs and networks"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "networkx-3.2.1-py3-none-any.whl", hash = "sha256:f18c69adc97877c42332c170849c96cefa91881c99a7cb3e95b7c659ebdc1ec2"},
     {file = "networkx-3.2.1.tar.gz", hash = "sha256:9f1bb5cf3409bf324e0a722c20bdb4c20ee39bf1c30ce8ae499c8502b0b5e0c6"},
@@ -2935,6 +3088,7 @@ version = "1.9.1"
 description = "Node.js virtual environment builder"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["dev"]
 files = [
     {file = "nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9"},
     {file = "nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f"},
@@ -2946,6 +3100,8 @@ version = "2.0.2"
 description = "Fundamental package for array computing in Python"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "(extra == \"pandas\" or extra == \"ray\") and python_version < \"3.10\""
 files = [
     {file = "numpy-2.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:51129a29dbe56f9ca83438b706e2e69a39892b5eda6cedcb6b0c9fdc9b0d3ece"},
     {file = "numpy-2.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f15975dfec0cf2239224d80e32c3170b1d168335eaedee69da84fbe9f1f9cd04"},
@@ -3000,6 +3156,8 @@ version = "2.2.2"
 description = "Fundamental package for array computing in Python"
 optional = true
 python-versions = ">=3.10"
+groups = ["main"]
+markers = "(extra == \"pandas\" or extra == \"ray\") and python_version >= \"3.10\""
 files = [
     {file = "numpy-2.2.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:7079129b64cb78bdc8d611d1fd7e8002c0a2565da6a47c4df8062349fee90e3e"},
     {file = "numpy-2.2.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2ec6c689c61df613b783aeb21f945c4cbe6c51c28cb70aae8430577ab39f163e"},
@@ -3064,6 +3222,8 @@ version = "3.2.2"
 description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
 optional = true
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "extra == \"gcsfs\""
 files = [
     {file = "oauthlib-3.2.2-py3-none-any.whl", hash = "sha256:8139f29aac13e25d502680e9e19963e83f16838d48a0d71c287fe40e7067fbca"},
     {file = "oauthlib-3.2.2.tar.gz", hash = "sha256:9859c40929662bec5d64f34d01c99e093149682a3f38915dc0655d5a633dd918"},
@@ -3080,6 +3240,7 @@ version = "0.6.3"
 description = "OpenAPI schema validation for Python"
 optional = false
 python-versions = "<4.0.0,>=3.8.0"
+groups = ["dev"]
 files = [
     {file = "openapi_schema_validator-0.6.3-py3-none-any.whl", hash = "sha256:f3b9870f4e556b5a62a1c39da72a6b4b16f3ad9c73dc80084b1b11e74ba148a3"},
     {file = "openapi_schema_validator-0.6.3.tar.gz", hash = "sha256:f37bace4fc2a5d96692f4f8b31dc0f8d7400fd04f3a937798eaf880d425de6ee"},
@@ -3096,6 +3257,7 @@ version = "0.7.1"
 description = "OpenAPI 2.0 (aka Swagger) and OpenAPI 3 spec validator"
 optional = false
 python-versions = ">=3.8.0,<4.0.0"
+groups = ["dev"]
 files = [
     {file = "openapi_spec_validator-0.7.1-py3-none-any.whl", hash = "sha256:3c81825043f24ccbcd2f4b149b11e8231abce5ba84f37065e14ec947d8f4e959"},
     {file = "openapi_spec_validator-0.7.1.tar.gz", hash = "sha256:8577b85a8268685da6f8aa30990b83b7960d4d1117e901d451b5d572605e5ec7"},
@@ -3113,10 +3275,12 @@ version = "24.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev", "docs"]
 files = [
     {file = "packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759"},
     {file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"},
 ]
+markers = {main = "extra == \"ray\""}
 
 [[package]]
 name = "paginate"
@@ -3124,6 +3288,7 @@ version = "0.5.7"
 description = "Divides large result sets into pages for easier browsing"
 optional = false
 python-versions = "*"
+groups = ["docs"]
 files = [
     {file = "paginate-0.5.7-py2.py3-none-any.whl", hash = "sha256:b885e2af73abcf01d9559fd5216b57ef722f8c42affbb63942377668e35c7591"},
     {file = "paginate-0.5.7.tar.gz", hash = "sha256:22bd083ab41e1a8b4f3690544afb2c60c25e5c9a63a30fa2f483f6c60c8e5945"},
@@ -3139,6 +3304,8 @@ version = "2.2.3"
 description = "Powerful data structures for data analysis, time series, and statistics"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"pandas\" or extra == \"ray\""
 files = [
     {file = "pandas-2.2.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1948ddde24197a0f7add2bdc4ca83bf2b1ef84a1bc8ccffd95eda17fd836ecb5"},
     {file = "pandas-2.2.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:381175499d3802cde0eabbaf6324cce0c4f5d52ca6f8c377c29ad442f50f6348"},
@@ -3225,6 +3392,7 @@ version = "0.4.4"
 description = "Object-oriented paths"
 optional = false
 python-versions = "<4.0.0,>=3.7.0"
+groups = ["dev"]
 files = [
     {file = "pathable-0.4.4-py3-none-any.whl", hash = "sha256:5ae9e94793b6ef5a4cbe0a7ce9dbbefc1eec38df253763fd0aeeacf2762dbbc2"},
     {file = "pathable-0.4.4.tar.gz", hash = "sha256:6905a3cd17804edfac7875b5f6c9142a218c7caef78693c2dbbbfbac186d88b2"},
@@ -3236,6 +3404,7 @@ version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
 python-versions = ">=3.8"
+groups = ["docs"]
 files = [
     {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"},
     {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"},
@@ -3247,6 +3416,7 @@ version = "4.3.6"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev", "docs"]
 files = [
     {file = "platformdirs-4.3.6-py3-none-any.whl", hash = "sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb"},
     {file = "platformdirs-4.3.6.tar.gz", hash = "sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907"},
@@ -3263,6 +3433,7 @@ version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"},
     {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"},
@@ -3278,6 +3449,7 @@ version = "3.11"
 description = "Python Lex & Yacc"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "ply-3.11-py2.py3-none-any.whl", hash = "sha256:096f9b8350b65ebd2fd1346b12452efe5b9607f7482813ffca50c22722a807ce"},
     {file = "ply-3.11.tar.gz", hash = "sha256:00c7c1aaa88358b9c765b6d3000c6eec0ba42abca5351b095321aef446081da3"},
@@ -3285,18 +3457,20 @@ files = [
 
 [[package]]
 name = "polars"
-version = "1.23.0"
+version = "1.24.0"
 description = "Blazingly fast DataFrame library"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"polars\""
 files = [
-    {file = "polars-1.23.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:d9d344958cb9bfe1bd42c1af910cb000c0dfa2892b849f2cd35649e0bcd10fab"},
-    {file = "polars-1.23.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:37ca01c31909ead40f32eb275b578c576bdd2e93730a07f3a38688b1c84f6ca8"},
-    {file = "polars-1.23.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3cb0b944ddfc13eefa3b8c244cba39790226fd11c861cbba9db2a1cbe033387a"},
-    {file = "polars-1.23.0-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:655d296078c99cd3f5cefc3ec1f1447676a64f0d7dcd2f89d919f19bf84fa53f"},
-    {file = "polars-1.23.0-cp39-abi3-win_amd64.whl", hash = "sha256:b774f04d77ed4153d9539e546db5ad6ff4757c79dfe981e22400eb59299c5493"},
-    {file = "polars-1.23.0-cp39-abi3-win_arm64.whl", hash = "sha256:701df6381665c56da18704305119ce73983b1bead3378fbc8fac7ffd24817e93"},
-    {file = "polars-1.23.0.tar.gz", hash = "sha256:4305e87e4c48bc4ae8401a055fb5431c4c0c4e88855e648927269f31e6d338f0"},
+    {file = "polars-1.24.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:563b99a6597fe77a3c89d478e4a6fb49c063f44ef84d4adefe490e14626e2f99"},
+    {file = "polars-1.24.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:6ad64d938d60b7fda39b60892ef67bc6a9942e0c7170db593a65d019e8730b09"},
+    {file = "polars-1.24.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:331e737465b8d954bec51e6906bdc6e979a6ee52f97ffe5e8d0c10794a46bfd9"},
+    {file = "polars-1.24.0-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:3c6c774aebdd5cd601839594986648789352f72b8893f4b7e34224e75b060c8d"},
+    {file = "polars-1.24.0-cp39-abi3-win_amd64.whl", hash = "sha256:a5a473ff44fe1b9e3e7a9013a9321efe841d858e89cf33d424e6f3fef3ea4d5e"},
+    {file = "polars-1.24.0-cp39-abi3-win_arm64.whl", hash = "sha256:5ea781ca8e0a39c3b677171dbd852e5fa2d5c53417b5fbd69d711b6044a49eaa"},
+    {file = "polars-1.24.0.tar.gz", hash = "sha256:6e7553789495081c998f5e4ad4ebc7e19e970a9cc83326d40461564e85ad226d"},
 ]
 
 [package.extras]
@@ -3312,7 +3486,7 @@ excel = ["polars[calamine,openpyxl,xlsx2csv,xlsxwriter]"]
 fsspec = ["fsspec"]
 gpu = ["cudf-polars-cu12"]
 graph = ["matplotlib"]
-iceberg = ["pyiceberg (>=0.5.0)"]
+iceberg = ["pyiceberg (>=0.7.1)"]
 numpy = ["numpy (>=1.16.0)"]
 openpyxl = ["openpyxl (>=3.0.0)"]
 pandas = ["pandas", "polars[pyarrow]"]
@@ -3322,7 +3496,7 @@ pyarrow = ["pyarrow (>=7.0.0)"]
 pydantic = ["pydantic"]
 sqlalchemy = ["polars[pandas]", "sqlalchemy"]
 style = ["great-tables (>=0.8.0)"]
-timezone = ["tzdata"]
+timezone = ["tzdata ; platform_system == \"Windows\""]
 xlsx2csv = ["xlsx2csv (>=0.8.0)"]
 xlsxwriter = ["xlsxwriter"]
 
@@ -3332,6 +3506,8 @@ version = "2.10.1"
 description = "Wraps the portalocker recipe for easy usage"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"adlfs\""
 files = [
     {file = "portalocker-2.10.1-py3-none-any.whl", hash = "sha256:53a5984ebc86a025552264b459b46a2086e269b21823cb572f8f28ee759e45bf"},
     {file = "portalocker-2.10.1.tar.gz", hash = "sha256:ef1bf844e878ab08aee7e40184156e1151f228f103aa5c6bd0724cc330960f8f"},
@@ -3351,6 +3527,7 @@ version = "4.1.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "pre_commit-4.1.0-py2.py3-none-any.whl", hash = "sha256:d29e7cb346295bcc1cc75fc3e92e343495e3ea0196c9ec6ba53f49f10ab6ae7b"},
     {file = "pre_commit-4.1.0.tar.gz", hash = "sha256:ae3f018575a588e30dfddfab9a05448bfbd6b73d78709617b5a2b853549716d4"},
@@ -3369,6 +3546,8 @@ version = "0.2.1"
 description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "propcache-0.2.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6b3f39a85d671436ee3d12c017f8fdea38509e4f25b28eb25877293c98c243f6"},
     {file = "propcache-0.2.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:39d51fbe4285d5db5d92a929e3e21536ea3dd43732c5b177c7ef03f918dff9f2"},
@@ -3460,6 +3639,8 @@ version = "1.26.0"
 description = "Beautiful, Pythonic protocol buffers"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"gcsfs\""
 files = [
     {file = "proto_plus-1.26.0-py3-none-any.whl", hash = "sha256:bf2dfaa3da281fc3187d12d224c707cb57214fb2c22ba854eb0c105a3fb2d4d7"},
     {file = "proto_plus-1.26.0.tar.gz", hash = "sha256:6e93d5f5ca267b54300880fff156b6a3386b3fa3f43b1da62e680fc0c586ef22"},
@@ -3477,6 +3658,8 @@ version = "5.29.3"
 description = ""
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"ray\" or extra == \"gcsfs\""
 files = [
     {file = "protobuf-5.29.3-cp310-abi3-win32.whl", hash = "sha256:3ea51771449e1035f26069c4c7fd51fba990d07bc55ba80701c78f886bf9c888"},
     {file = "protobuf-5.29.3-cp310-abi3-win_amd64.whl", hash = "sha256:a4fa6f80816a9a0678429e84973f2f98cbc218cca434abe8db2ad0bffc98503a"},
@@ -3497,6 +3680,8 @@ version = "2.9.10"
 description = "psycopg2 - Python-PostgreSQL Database Adapter"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"sql-postgres\""
 files = [
     {file = "psycopg2-binary-2.9.10.tar.gz", hash = "sha256:4b3df0e6990aa98acda57d983942eff13d824135fe2250e6522edaa782a06de2"},
     {file = "psycopg2_binary-2.9.10-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:0ea8e3d0ae83564f2fc554955d327fa081d065c8ca5cc6d2abb643e2c9c1200f"},
@@ -3574,6 +3759,8 @@ version = "0.6.2"
 description = "Pure Python client SASL implementation"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"hive-kerberos\""
 files = [
     {file = "pure-sasl-0.6.2.tar.gz", hash = "sha256:53c1355f5da95e2b85b2cc9a6af435518edc20c81193faa0eea65fdc835138f4"},
     {file = "pure_sasl-0.6.2-py2-none-any.whl", hash = "sha256:edb33b1a46eb3c602c0166de0442c0fb41f5ac2bfccbde4775183b105ad89ab2"},
@@ -3588,6 +3775,7 @@ version = "0.6.1"
 description = "Pure Python PartiQL Parser"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "py_partiql_parser-0.6.1-py2.py3-none-any.whl", hash = "sha256:ff6a48067bff23c37e9044021bf1d949c83e195490c17e020715e927fe5b2456"},
     {file = "py_partiql_parser-0.6.1.tar.gz", hash = "sha256:8583ff2a0e15560ef3bc3df109a7714d17f87d81d33e8c38b7fed4e58a63215d"},
@@ -3602,6 +3790,7 @@ version = "0.10.9.7"
 description = "Enables Python programs to dynamically access arbitrary Java objects"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "py4j-0.10.9.7-py2.py3-none-any.whl", hash = "sha256:85defdfd2b2376eb3abf5ca6474b51ab7e0de341c75a02f46dc9b5976f5a5c1b"},
     {file = "py4j-0.10.9.7.tar.gz", hash = "sha256:0b6e5315bb3ada5cf62ac651d107bb2ebc02def3dee9d9548e3baac644ea8dbb"},
@@ -3613,6 +3802,7 @@ version = "19.0.1"
 description = "Python library for Apache Arrow"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "pyarrow-19.0.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:fc28912a2dc924dddc2087679cc8b7263accc71b9ff025a1362b004711661a69"},
     {file = "pyarrow-19.0.1-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:fca15aabbe9b8355800d923cc2e82c8ef514af321e18b437c3d782aa884eaeec"},
@@ -3657,6 +3847,7 @@ files = [
     {file = "pyarrow-19.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:8464c9fbe6d94a7fe1599e7e8965f350fd233532868232ab2596a71586c5a429"},
     {file = "pyarrow-19.0.1.tar.gz", hash = "sha256:3bf266b485df66a400f282ac0b6d1b500b9d2ae73314a153dbe97d6d5cc8a99e"},
 ]
+markers = {main = "extra == \"daft\" or extra == \"duckdb\" or extra == \"pandas\" or extra == \"pyarrow\" or extra == \"ray\""}
 
 [package.extras]
 test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
@@ -3667,6 +3858,8 @@ version = "0.6.1"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"gcsfs\""
 files = [
     {file = "pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629"},
     {file = "pyasn1-0.6.1.tar.gz", hash = "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034"},
@@ -3678,6 +3871,8 @@ version = "0.4.1"
 description = "A collection of ASN.1-based protocols modules"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"gcsfs\""
 files = [
     {file = "pyasn1_modules-0.4.1-py3-none-any.whl", hash = "sha256:49bfa96b45a292b711e986f222502c1c9a5e1f4e568fc30e2574a6c7d07838fd"},
     {file = "pyasn1_modules-0.4.1.tar.gz", hash = "sha256:c28e2dbf9c06ad61c71a075c7e0f9fd0f1b0bb2d2ad4377f240d33ac2ab60a7c"},
@@ -3692,10 +3887,12 @@ version = "2.22"
 description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
     {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
 ]
+markers = {main = "(extra == \"zstandard\" or extra == \"adlfs\") and platform_python_implementation == \"PyPy\" or extra == \"adlfs\"", dev = "platform_python_implementation != \"PyPy\""}
 
 [[package]]
 name = "pydantic"
@@ -3703,6 +3900,7 @@ version = "2.10.6"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "pydantic-2.10.6-py3-none-any.whl", hash = "sha256:427d664bf0b8a2b34ff5dd0f5a18df00591adcee7198fbd71981054cef37b584"},
     {file = "pydantic-2.10.6.tar.gz", hash = "sha256:ca5daa827cce33de7a42be142548b0096bf05a7e7b365aebfa5f8eeec7128236"},
@@ -3715,7 +3913,7 @@ typing-extensions = ">=4.12.2"
 
 [package.extras]
 email = ["email-validator (>=2.0.0)"]
-timezone = ["tzdata"]
+timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows\""]
 
 [[package]]
 name = "pydantic-core"
@@ -3723,6 +3921,7 @@ version = "2.27.2"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "pydantic_core-2.27.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2d367ca20b2f14095a8f4fa1210f5a7b78b8a20009ecced6b12818f455b1e9fa"},
     {file = "pydantic_core-2.27.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:491a2b73db93fab69731eaee494f320faa4e093dbed776be1a829c2eb222c34c"},
@@ -3835,6 +4034,7 @@ version = "2.19.1"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev", "docs"]
 files = [
     {file = "pygments-2.19.1-py3-none-any.whl", hash = "sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c"},
     {file = "pygments-2.19.1.tar.gz", hash = "sha256:61c16d2a8576dc0649d9f39e089b5f02bcd27fba10d8fb4dcc28173f7a45151f"},
@@ -3849,6 +4049,8 @@ version = "0.4.0"
 description = ""
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"pyiceberg-core\""
 files = [
     {file = "pyiceberg_core-0.4.0-cp39-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:5aec569271c96e18428d542f9b7007117a7232c06017f95cb239d42e952ad3b4"},
     {file = "pyiceberg_core-0.4.0-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5e74773e58efa4df83aba6f6265cdd41e446fa66fa4e343ca86395fed9f209ae"},
@@ -3864,6 +4066,8 @@ version = "2.10.1"
 description = "JSON Web Token implementation in Python"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"adlfs\""
 files = [
     {file = "PyJWT-2.10.1-py3-none-any.whl", hash = "sha256:dcdd193e30abefd5debf142f9adfcdd2b58004e644f25406ffaebd50bd98dacb"},
     {file = "pyjwt-2.10.1.tar.gz", hash = "sha256:3cc5772eb20009233caf06e9d8a0577824723b44e6648ee0a2aedb6cf9381953"},
@@ -3884,6 +4088,7 @@ version = "10.14.3"
 description = "Extension pack for Python Markdown."
 optional = false
 python-versions = ">=3.8"
+groups = ["docs"]
 files = [
     {file = "pymdown_extensions-10.14.3-py3-none-any.whl", hash = "sha256:05e0bee73d64b9c71a4ae17c72abc2f700e8bc8403755a00580b49a4e9f189e9"},
     {file = "pymdown_extensions-10.14.3.tar.gz", hash = "sha256:41e576ce3f5d650be59e900e4ceff231e0aed2a88cf30acaee41e02f063a061b"},
@@ -3902,6 +4107,7 @@ version = "3.2.1"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "pyparsing-3.2.1-py3-none-any.whl", hash = "sha256:506ff4f4386c4cec0590ec19e6302d3aedb992fdc02c761e90416f158dacf8e1"},
     {file = "pyparsing-3.2.1.tar.gz", hash = "sha256:61980854fd66de3a90028d679a954d5f2623e83144b5afe5ee86f43d762e5f0a"},
@@ -3916,6 +4122,7 @@ version = "1.2.0"
 description = "Wrappers to call pyproject.toml-based build backend hooks."
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "pyproject_hooks-1.2.0-py3-none-any.whl", hash = "sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913"},
     {file = "pyproject_hooks-1.2.0.tar.gz", hash = "sha256:1e859bd5c40fae9448642dd871adf459e5e2084186e8d2c2a79a824c970da1f8"},
@@ -3927,6 +4134,7 @@ version = "3.5.5"
 description = "Apache Spark Python API"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "pyspark-3.5.5.tar.gz", hash = "sha256:6effc9ce98edf231f4d683fd14f7270629bf8458c628d6a2620ded4bb34f3cb9"},
 ]
@@ -3947,6 +4155,7 @@ version = "7.4.4"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "pytest-7.4.4-py3-none-any.whl", hash = "sha256:b090cdf5ed60bf4c45261be03239c2c1c22df034fbffe691abe93cd80cea01d8"},
     {file = "pytest-7.4.4.tar.gz", hash = "sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280"},
@@ -3969,6 +4178,7 @@ version = "2.13.0"
 description = "check the README when running tests"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "pytest_checkdocs-2.13.0-py3-none-any.whl", hash = "sha256:5df5bbd7e9753aa51a5f6954a301a4066bd4a04eb7e0c712c5d5d7ede1cbe153"},
     {file = "pytest_checkdocs-2.13.0.tar.gz", hash = "sha256:b0e67169c543986142e15afbc17c772da87fcdb0922c7b1e4f6c60f8769f11f9"},
@@ -3988,6 +4198,7 @@ version = "0.6.3"
 description = "It helps to use fixtures in pytest.mark.parametrize"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "pytest-lazy-fixture-0.6.3.tar.gz", hash = "sha256:0e7d0c7f74ba33e6e80905e9bfd81f9d15ef9a790de97993e34213deb5ad10ac"},
     {file = "pytest_lazy_fixture-0.6.3-py3-none-any.whl", hash = "sha256:e0b379f38299ff27a653f03eaa69b08a6fd4484e46fd1c9907d984b9f9daeda6"},
@@ -4002,6 +4213,7 @@ version = "3.14.0"
 description = "Thin-wrapper around the mock package for easier use with pytest"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "pytest-mock-3.14.0.tar.gz", hash = "sha256:2719255a1efeceadbc056d6bf3df3d1c5015530fb40cf347c0f9afac88410bd0"},
     {file = "pytest_mock-3.14.0-py3-none-any.whl", hash = "sha256:0b72c38033392a5f4621342fe11e9219ac11ec9d375f8e2a0c164539e0d70f6f"},
@@ -4019,6 +4231,7 @@ version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main", "dev", "docs"]
 files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
     {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
@@ -4033,6 +4246,8 @@ version = "0.7.3"
 description = "Python library for the snappy compression library from Google"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"snappy\""
 files = [
     {file = "python_snappy-0.7.3-py3-none-any.whl", hash = "sha256:074c0636cfcd97e7251330f428064050ac81a52c62ed884fc2ddebbb60ed7f50"},
     {file = "python_snappy-0.7.3.tar.gz", hash = "sha256:40216c1badfb2d38ac781ecb162a1d0ec40f8ee9747e610bcfefdfa79486cee3"},
@@ -4047,6 +4262,8 @@ version = "2025.1"
 description = "World timezone definitions, modern and historical"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"pandas\" or extra == \"ray\""
 files = [
     {file = "pytz-2025.1-py2.py3-none-any.whl", hash = "sha256:89dd22dca55b46eac6eda23b2d72721bf1bdfef212645d81513ef5d03038de57"},
     {file = "pytz-2025.1.tar.gz", hash = "sha256:c2db42be2a2518b28e65f9207c4d05e6ff547d1efa4086469ef855e4ab70178e"},
@@ -4058,6 +4275,7 @@ version = "308"
 description = "Python for Window Extensions"
 optional = false
 python-versions = "*"
+groups = ["main", "dev"]
 files = [
     {file = "pywin32-308-cp310-cp310-win32.whl", hash = "sha256:796ff4426437896550d2981b9c2ac0ffd75238ad9ea2d3bfa67a1abd546d262e"},
     {file = "pywin32-308-cp310-cp310-win_amd64.whl", hash = "sha256:4fc888c59b3c0bef905ce7eb7e2106a07712015ea1c8234b703a088d46110e8e"},
@@ -4078,6 +4296,7 @@ files = [
     {file = "pywin32-308-cp39-cp39-win32.whl", hash = "sha256:7873ca4dc60ab3287919881a7d4f88baee4a6e639aa6962de25a98ba6b193341"},
     {file = "pywin32-308-cp39-cp39-win_amd64.whl", hash = "sha256:71b3322d949b4cc20776436a9c9ba0eeedcbc9c650daa536df63f0ff111bb920"},
 ]
+markers = {main = "extra == \"adlfs\" and platform_system == \"Windows\"", dev = "sys_platform == \"win32\""}
 
 [[package]]
 name = "pyyaml"
@@ -4085,6 +4304,7 @@ version = "6.0.2"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev", "docs"]
 files = [
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"},
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf"},
@@ -4140,6 +4360,7 @@ files = [
     {file = "PyYAML-6.0.2-cp39-cp39-win_amd64.whl", hash = "sha256:39693e1f8320ae4f43943590b49779ffb98acb81f788220ea932a6b6c51004d8"},
     {file = "pyyaml-6.0.2.tar.gz", hash = "sha256:d584d9ec91ad65861cc08d42e834324ef890a082e591037abe114850ff7bbc3e"},
 ]
+markers = {main = "extra == \"ray\""}
 
 [[package]]
 name = "pyyaml-env-tag"
@@ -4147,6 +4368,7 @@ version = "0.1"
 description = "A custom YAML tag for referencing environment variables in YAML files. "
 optional = false
 python-versions = ">=3.6"
+groups = ["docs"]
 files = [
     {file = "pyyaml_env_tag-0.1-py3-none-any.whl", hash = "sha256:af31106dec8a4d68c60207c1886031cbf839b68aa7abccdb19868200532c2069"},
     {file = "pyyaml_env_tag-0.1.tar.gz", hash = "sha256:70092675bda14fdec33b31ba77e7543de9ddc88f2e5b99160396572d11525bdb"},
@@ -4161,6 +4383,8 @@ version = "2.42.1"
 description = "Ray provides a simple, universal API for building distributed applications."
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"ray\""
 files = [
     {file = "ray-2.42.1-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:b9f2f20cb2dddf52ec07e254f38ba91467b86df11330899d6ae236183e395275"},
     {file = "ray-2.42.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:60727f9c72a8f71bc4e14d47dc4dc494dc59a3c4b0d108ae04fa6e5a8e45228f"},
@@ -4197,21 +4421,21 @@ pyyaml = "*"
 requests = "*"
 
 [package.extras]
-adag = ["cupy-cuda12x"]
-air = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "fastapi", "fsspec", "grpcio (>=1.32.0)", "grpcio (>=1.42.0)", "numpy (>=1.20)", "opencensus", "pandas", "pandas (>=1.3)", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0)", "py-spy (>=0.4.0)", "pyarrow (<18)", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "tensorboardX (>=1.9)", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"]
-all = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "cupy-cuda12x", "dm-tree", "fastapi", "fsspec", "grpcio", "grpcio (!=1.56.0)", "grpcio (>=1.32.0)", "grpcio (>=1.42.0)", "gymnasium (==1.0.0)", "lz4", "memray", "numpy (>=1.20)", "opencensus", "opentelemetry-api", "opentelemetry-exporter-otlp", "opentelemetry-sdk", "ormsgpack (==1.7.0)", "pandas", "pandas (>=1.3)", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0)", "py-spy (>=0.4.0)", "pyOpenSSL", "pyarrow (<18)", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "pyyaml", "requests", "scipy", "smart-open", "starlette", "tensorboardX (>=1.9)", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"]
-all-cpp = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "cupy-cuda12x", "dm-tree", "fastapi", "fsspec", "grpcio", "grpcio (!=1.56.0)", "grpcio (>=1.32.0)", "grpcio (>=1.42.0)", "gymnasium (==1.0.0)", "lz4", "memray", "numpy (>=1.20)", "opencensus", "opentelemetry-api", "opentelemetry-exporter-otlp", "opentelemetry-sdk", "ormsgpack (==1.7.0)", "pandas", "pandas (>=1.3)", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0)", "py-spy (>=0.4.0)", "pyOpenSSL", "pyarrow (<18)", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "pyyaml", "ray-cpp (==2.42.1)", "requests", "scipy", "smart-open", "starlette", "tensorboardX (>=1.9)", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"]
-cgraph = ["cupy-cuda12x"]
-client = ["grpcio", "grpcio (!=1.56.0)"]
+adag = ["cupy-cuda12x ; sys_platform != \"darwin\""]
+air = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "fastapi", "fsspec", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "numpy (>=1.20)", "opencensus", "pandas", "pandas (>=1.3)", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "tensorboardX (>=1.9)", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"]
+all = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "cupy-cuda12x ; sys_platform != \"darwin\"", "dm-tree", "fastapi", "fsspec", "grpcio", "grpcio (!=1.56.0) ; sys_platform == \"darwin\"", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "gymnasium (==1.0.0)", "lz4", "memray ; sys_platform != \"win32\"", "numpy (>=1.20)", "opencensus", "opentelemetry-api", "opentelemetry-exporter-otlp", "opentelemetry-sdk", "ormsgpack (==1.7.0)", "pandas", "pandas (>=1.3)", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pyOpenSSL", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "pyyaml", "requests", "scipy", "smart-open", "starlette", "tensorboardX (>=1.9)", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"]
+all-cpp = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "cupy-cuda12x ; sys_platform != \"darwin\"", "dm-tree", "fastapi", "fsspec", "grpcio", "grpcio (!=1.56.0) ; sys_platform == \"darwin\"", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "gymnasium (==1.0.0)", "lz4", "memray ; sys_platform != \"win32\"", "numpy (>=1.20)", "opencensus", "opentelemetry-api", "opentelemetry-exporter-otlp", "opentelemetry-sdk", "ormsgpack (==1.7.0)", "pandas", "pandas (>=1.3)", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pyOpenSSL", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "pyyaml", "ray-cpp (==2.42.1)", "requests", "scipy", "smart-open", "starlette", "tensorboardX (>=1.9)", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"]
+cgraph = ["cupy-cuda12x ; sys_platform != \"darwin\""]
+client = ["grpcio", "grpcio (!=1.56.0) ; sys_platform == \"darwin\""]
 cpp = ["ray-cpp (==2.42.1)"]
-data = ["fsspec", "numpy (>=1.20)", "pandas (>=1.3)", "pyarrow (<18)", "pyarrow (>=9.0.0)"]
-default = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "grpcio (>=1.32.0)", "grpcio (>=1.42.0)", "opencensus", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0)", "py-spy (>=0.4.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "virtualenv (>=20.0.24,!=20.21.1)"]
-observability = ["memray", "opentelemetry-api", "opentelemetry-exporter-otlp", "opentelemetry-sdk"]
-rllib = ["dm-tree", "fsspec", "gymnasium (==1.0.0)", "lz4", "ormsgpack (==1.7.0)", "pandas", "pyarrow (<18)", "pyarrow (>=9.0.0)", "pyyaml", "requests", "scipy", "tensorboardX (>=1.9)"]
-serve = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "fastapi", "grpcio (>=1.32.0)", "grpcio (>=1.42.0)", "opencensus", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0)", "py-spy (>=0.4.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"]
-serve-grpc = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "fastapi", "grpcio (>=1.32.0)", "grpcio (>=1.42.0)", "opencensus", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0)", "py-spy (>=0.4.0)", "pyOpenSSL", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"]
-train = ["fsspec", "pandas", "pyarrow (<18)", "pyarrow (>=9.0.0)", "requests", "tensorboardX (>=1.9)"]
-tune = ["fsspec", "pandas", "pyarrow (<18)", "pyarrow (>=9.0.0)", "requests", "tensorboardX (>=1.9)"]
+data = ["fsspec", "numpy (>=1.20)", "pandas (>=1.3)", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)"]
+default = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "opencensus", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "virtualenv (>=20.0.24,!=20.21.1)"]
+observability = ["memray ; sys_platform != \"win32\"", "opentelemetry-api", "opentelemetry-exporter-otlp", "opentelemetry-sdk"]
+rllib = ["dm-tree", "fsspec", "gymnasium (==1.0.0)", "lz4", "ormsgpack (==1.7.0)", "pandas", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "pyyaml", "requests", "scipy", "tensorboardX (>=1.9)"]
+serve = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "fastapi", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "opencensus", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"]
+serve-grpc = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "fastapi", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "opencensus", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pyOpenSSL", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"]
+train = ["fsspec", "pandas", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "requests", "tensorboardX (>=1.9)"]
+tune = ["fsspec", "pandas", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "requests", "tensorboardX (>=1.9)"]
 
 [[package]]
 name = "referencing"
@@ -4219,10 +4443,12 @@ version = "0.36.2"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "referencing-0.36.2-py3-none-any.whl", hash = "sha256:e8699adbbf8b5c7de96d8ffa0eb5c158b3beafce084968e2ea8bb08c6794dcd0"},
     {file = "referencing-0.36.2.tar.gz", hash = "sha256:df2e89862cd09deabbdba16944cc3f10feb6b3e6f18e902f7cc25609a34775aa"},
 ]
+markers = {main = "extra == \"ray\""}
 
 [package.dependencies]
 attrs = ">=22.2.0"
@@ -4235,6 +4461,7 @@ version = "2024.11.6"
 description = "Alternative regular expression module, to replace re."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev", "docs"]
 files = [
     {file = "regex-2024.11.6-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ff590880083d60acc0433f9c3f713c51f7ac6ebb9adf889c79a261ecf541aa91"},
     {file = "regex-2024.11.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:658f90550f38270639e83ce492f27d2c8d2cd63805c65a13a14d36ca126753f0"},
@@ -4338,6 +4565,7 @@ version = "2.32.3"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev", "docs"]
 files = [
     {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"},
     {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"},
@@ -4359,6 +4587,7 @@ version = "1.12.1"
 description = "Mock out responses from the requests package"
 optional = false
 python-versions = ">=3.5"
+groups = ["dev"]
 files = [
     {file = "requests-mock-1.12.1.tar.gz", hash = "sha256:e9e12e333b525156e82a3c852f22016b9158220d2f47454de9cae8a77d371401"},
     {file = "requests_mock-1.12.1-py2.py3-none-any.whl", hash = "sha256:b1e37054004cdd5e56c84454cc7df12b25f90f382159087f4b6915aaeef39563"},
@@ -4376,6 +4605,8 @@ version = "2.0.0"
 description = "OAuthlib authentication support for Requests."
 optional = true
 python-versions = ">=3.4"
+groups = ["main"]
+markers = "extra == \"gcsfs\""
 files = [
     {file = "requests-oauthlib-2.0.0.tar.gz", hash = "sha256:b3dffaebd884d8cd778494369603a9e7b58d29111bf6b41bdc2dcd87203af4e9"},
     {file = "requests_oauthlib-2.0.0-py2.py3-none-any.whl", hash = "sha256:7dd8a5c40426b779b0868c404bdef9768deccf22749cde15852df527e6269b36"},
@@ -4394,6 +4625,7 @@ version = "0.11.0"
 description = "This is a small Python module for parsing Pip requirement files."
 optional = false
 python-versions = "<4.0,>=3.8"
+groups = ["dev"]
 files = [
     {file = "requirements_parser-0.11.0-py3-none-any.whl", hash = "sha256:50379eb50311834386c2568263ae5225d7b9d0867fb55cf4ecc93959de2c2684"},
     {file = "requirements_parser-0.11.0.tar.gz", hash = "sha256:35f36dc969d14830bf459803da84f314dc3d17c802592e9e970f63d0359e5920"},
@@ -4409,6 +4641,7 @@ version = "0.25.6"
 description = "A utility library for mocking out the `requests` Python library."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "responses-0.25.6-py3-none-any.whl", hash = "sha256:9cac8f21e1193bb150ec557875377e41ed56248aed94e4567ed644db564bacf1"},
     {file = "responses-0.25.6.tar.gz", hash = "sha256:eae7ce61a9603004e76c05691e7c389e59652d91e94b419623c12bbfb8e331d8"},
@@ -4420,7 +4653,7 @@ requests = ">=2.30.0,<3.0"
 urllib3 = ">=1.25.10,<3.0"
 
 [package.extras]
-tests = ["coverage (>=6.0.0)", "flake8", "mypy", "pytest (>=7.0.0)", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "tomli", "tomli-w", "types-PyYAML", "types-requests"]
+tests = ["coverage (>=6.0.0)", "flake8", "mypy", "pytest (>=7.0.0)", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "tomli ; python_version < \"3.11\"", "tomli-w", "types-PyYAML", "types-requests"]
 
 [[package]]
 name = "rfc3339-validator"
@@ -4428,6 +4661,7 @@ version = "0.1.4"
 description = "A pure python RFC3339 validator"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["dev"]
 files = [
     {file = "rfc3339_validator-0.1.4-py2.py3-none-any.whl", hash = "sha256:24f6ec1eda14ef823da9e36ec7113124b39c04d50a4d3d3a3c2859577e7791fa"},
     {file = "rfc3339_validator-0.1.4.tar.gz", hash = "sha256:138a2abdf93304ad60530167e51d2dfb9549521a836871b88d7f4695d0022f6b"},
@@ -4442,6 +4676,7 @@ version = "13.9.4"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
+groups = ["main"]
 files = [
     {file = "rich-13.9.4-py3-none-any.whl", hash = "sha256:6049d5e6ec054bf2779ab3358186963bac2ea89175919d699e378b99738c2a90"},
     {file = "rich-13.9.4.tar.gz", hash = "sha256:439594978a49a09530cff7ebc4b5c7103ef57baf48d5ea3184f21d9a2befa098"},
@@ -4461,6 +4696,7 @@ version = "0.22.3"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "rpds_py-0.22.3-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:6c7b99ca52c2c1752b544e310101b98a659b720b21db00e65edca34483259967"},
     {file = "rpds_py-0.22.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:be2eb3f2495ba669d2a985f9b426c1797b7d48d6963899276d22f23e33d47e37"},
@@ -4566,6 +4802,7 @@ files = [
     {file = "rpds_py-0.22.3-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:5246b14ca64a8675e0a7161f7af68fe3e910e6b90542b4bfb5439ba752191df6"},
     {file = "rpds_py-0.22.3.tar.gz", hash = "sha256:e32fee8ab45d3c2db6da19a5323bc3362237c8b653c70194414b892fd06a080d"},
 ]
+markers = {main = "extra == \"ray\""}
 
 [[package]]
 name = "rsa"
@@ -4573,6 +4810,8 @@ version = "4.9"
 description = "Pure-Python RSA implementation"
 optional = true
 python-versions = ">=3.6,<4"
+groups = ["main"]
+markers = "extra == \"gcsfs\""
 files = [
     {file = "rsa-4.9-py3-none-any.whl", hash = "sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7"},
     {file = "rsa-4.9.tar.gz", hash = "sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21"},
@@ -4587,6 +4826,8 @@ version = "2025.2.0"
 description = "Convenient Filesystem interface over S3"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"s3fs\""
 files = [
     {file = "s3fs-2025.2.0-py3-none-any.whl", hash = "sha256:4b66b773519c1983e3071e13a42a2f2498d87da13dee40fda0622f4ed1b55664"},
     {file = "s3fs-2025.2.0.tar.gz", hash = "sha256:d94b985f55add51c655e9ca9b4ceecb5c4b6389aecde162bdebc89f489a4e9f2"},
@@ -4607,10 +4848,12 @@ version = "0.11.2"
 description = "An Amazon S3 Transfer Manager"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "s3transfer-0.11.2-py3-none-any.whl", hash = "sha256:be6ecb39fadd986ef1701097771f87e4d2f821f27f6071c872143884d2950fbc"},
     {file = "s3transfer-0.11.2.tar.gz", hash = "sha256:3b39185cb72f5acc77db1a58b6e25b977f28d20496b6e58d6813d75f464d632f"},
 ]
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.36.0,<2.0a.0"
@@ -4624,19 +4867,20 @@ version = "75.8.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "setuptools-75.8.0-py3-none-any.whl", hash = "sha256:e3982f444617239225d675215d51f6ba05f845d4eec313da4418fdbb56fb27e3"},
     {file = "setuptools-75.8.0.tar.gz", hash = "sha256:c5afc8f407c626b8313a86e10311dd3f661c6cd9c09d4bf8c15c0e11f9f2b0e6"},
 ]
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)", "ruff (>=0.8.0)"]
-core = ["importlib_metadata (>=6)", "jaraco.collections", "jaraco.functools (>=4)", "jaraco.text (>=3.7)", "more_itertools", "more_itertools (>=8.8)", "packaging", "packaging (>=24.2)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\"", "ruff (>=0.8.0) ; sys_platform != \"cygwin\""]
+core = ["importlib_metadata (>=6) ; python_version < \"3.10\"", "jaraco.collections", "jaraco.functools (>=4)", "jaraco.text (>=3.7)", "more_itertools", "more_itertools (>=8.8)", "packaging", "packaging (>=24.2)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1) ; python_version < \"3.11\"", "wheel (>=0.43.0)"]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
 enabler = ["pytest-enabler (>=2.2)"]
-test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.7.2)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
-type = ["importlib_metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.14.*)", "pytest-mypy"]
+test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21) ; python_version >= \"3.9\" and sys_platform != \"cygwin\"", "jaraco.envs (>=2.2)", "jaraco.path (>=3.7.2)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf ; sys_platform != \"cygwin\"", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
+type = ["importlib_metadata (>=7.0.2) ; python_version < \"3.10\"", "jaraco.develop (>=7.21) ; sys_platform != \"cygwin\"", "mypy (==1.14.*)", "pytest-mypy"]
 
 [[package]]
 name = "six"
@@ -4644,6 +4888,7 @@ version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main", "dev", "docs"]
 files = [
     {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
@@ -4655,6 +4900,7 @@ version = "2.2.0"
 description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "snowballstemmer-2.2.0-py2.py3-none-any.whl", hash = "sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a"},
     {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"},
@@ -4666,6 +4912,7 @@ version = "2.4.0"
 description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "sortedcontainers-2.4.0-py2.py3-none-any.whl", hash = "sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0"},
     {file = "sortedcontainers-2.4.0.tar.gz", hash = "sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88"},
@@ -4677,6 +4924,7 @@ version = "7.4.7"
 description = "Python documentation generator"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "sphinx-7.4.7-py3-none-any.whl", hash = "sha256:c2419e2135d11f1951cd994d6eb18a1835bd8fdd8429f9ca375dc1f3281bd239"},
     {file = "sphinx-7.4.7.tar.gz", hash = "sha256:242f92a7ea7e6c5b406fdc2615413890ba9f699114a9c09192d7dfead2ee9cfe"},
@@ -4713,6 +4961,7 @@ version = "2.0.0"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "sphinxcontrib_applehelp-2.0.0-py3-none-any.whl", hash = "sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5"},
     {file = "sphinxcontrib_applehelp-2.0.0.tar.gz", hash = "sha256:2f29ef331735ce958efa4734873f084941970894c6090408b079c61b2e1c06d1"},
@@ -4729,6 +4978,7 @@ version = "2.0.0"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "sphinxcontrib_devhelp-2.0.0-py3-none-any.whl", hash = "sha256:aefb8b83854e4b0998877524d1029fd3e6879210422ee3780459e28a1f03a8a2"},
     {file = "sphinxcontrib_devhelp-2.0.0.tar.gz", hash = "sha256:411f5d96d445d1d73bb5d52133377b4248ec79db5c793ce7dbe59e074b4dd1ad"},
@@ -4745,6 +4995,7 @@ version = "2.1.0"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "sphinxcontrib_htmlhelp-2.1.0-py3-none-any.whl", hash = "sha256:166759820b47002d22914d64a075ce08f4c46818e17cfc9470a9786b759b19f8"},
     {file = "sphinxcontrib_htmlhelp-2.1.0.tar.gz", hash = "sha256:c9e2916ace8aad64cc13a0d233ee22317f2b9025b9cf3295249fa985cc7082e9"},
@@ -4761,6 +5012,7 @@ version = "1.0.1"
 description = "A sphinx extension which renders display math in HTML via JavaScript"
 optional = false
 python-versions = ">=3.5"
+groups = ["dev"]
 files = [
     {file = "sphinxcontrib-jsmath-1.0.1.tar.gz", hash = "sha256:a9925e4a4587247ed2191a22df5f6970656cb8ca2bd6284309578f2153e0c4b8"},
     {file = "sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl", hash = "sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178"},
@@ -4775,6 +5027,7 @@ version = "2.0.0"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "sphinxcontrib_qthelp-2.0.0-py3-none-any.whl", hash = "sha256:b18a828cdba941ccd6ee8445dbe72ffa3ef8cbe7505d8cd1fa0d42d3f2d5f3eb"},
     {file = "sphinxcontrib_qthelp-2.0.0.tar.gz", hash = "sha256:4fe7d0ac8fc171045be623aba3e2a8f613f8682731f9153bb2e40ece16b9bbab"},
@@ -4791,6 +5044,7 @@ version = "2.0.0"
 description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "sphinxcontrib_serializinghtml-2.0.0-py3-none-any.whl", hash = "sha256:6e2cb0eef194e10c27ec0023bfeb25badbbb5868244cf5bc5bdc04e4464bf331"},
     {file = "sphinxcontrib_serializinghtml-2.0.0.tar.gz", hash = "sha256:e9d912827f872c029017a53f0ef2180b327c3f7fd23c87229f7a8e8b70031d4d"},
@@ -4807,6 +5061,8 @@ version = "2.0.38"
 description = "Database Abstraction Library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"sql-postgres\" or extra == \"sql-sqlite\""
 files = [
     {file = "SQLAlchemy-2.0.38-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5e1d9e429028ce04f187a9f522818386c8b076723cdbe9345708384f49ebcec6"},
     {file = "SQLAlchemy-2.0.38-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:b87a90f14c68c925817423b0424381f0e16d80fc9a1a1046ef202ab25b19a444"},
@@ -4902,6 +5158,7 @@ version = "1.7.3"
 description = "Strict, typed YAML parser"
 optional = false
 python-versions = ">=3.7.0"
+groups = ["main"]
 files = [
     {file = "strictyaml-1.7.3-py3-none-any.whl", hash = "sha256:fb5c8a4edb43bebb765959e420f9b3978d7f1af88c80606c03fb420888f5d1c7"},
     {file = "strictyaml-1.7.3.tar.gz", hash = "sha256:22f854a5fcab42b5ddba8030a0e4be51ca89af0267961c8d6cfa86395586c407"},
@@ -4916,6 +5173,7 @@ version = "1.13.3"
 description = "Computer algebra system (CAS) in Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "sympy-1.13.3-py3-none-any.whl", hash = "sha256:54612cf55a62755ee71824ce692986f23c88ffa77207b30c1368eda4a7060f73"},
     {file = "sympy-1.13.3.tar.gz", hash = "sha256:b27fd2c6530e0ab39e275fc9b683895367e51d5da91baa8d3d64db2565fec4d9"},
@@ -4933,6 +5191,7 @@ version = "9.0.0"
 description = "Retry code until it succeeds"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "tenacity-9.0.0-py3-none-any.whl", hash = "sha256:93de0c98785b27fcf659856aa9f54bfbd399e29969b0621bc7f762bd441b4539"},
     {file = "tenacity-9.0.0.tar.gz", hash = "sha256:807f37ca97d62aa361264d497b0e31e92b8027044942bfa756160d908320d73b"},
@@ -4948,6 +5207,8 @@ version = "0.21.0"
 description = "Python bindings for the Apache Thrift RPC system"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"hive-kerberos\" or extra == \"hive\""
 files = [
     {file = "thrift-0.21.0.tar.gz", hash = "sha256:5e6f7c50f936ebfa23e924229afc95eb219f8c8e5a83202dd4a391244803e402"},
 ]
@@ -4966,6 +5227,8 @@ version = "0.4.3"
 description = "Thrift SASL Python module that implements SASL transports for Thrift (`TSaslClientTransport`)."
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"hive-kerberos\""
 files = [
     {file = "thrift_sasl-0.4.3-py2.py3-none-any.whl", hash = "sha256:d24b49140115e6e2a96d08335cff225a27a28ea71866fb1b2bdb30ca5afca64e"},
     {file = "thrift_sasl-0.4.3.tar.gz", hash = "sha256:5bdd5b760d90a13d9b3abfce873db0425861aa8d6bf25912d3cc0467a4f773da"},
@@ -4982,6 +5245,8 @@ version = "2.2.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version <= \"3.10\""
 files = [
     {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
     {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"},
@@ -5023,6 +5288,8 @@ version = "4.67.1"
 description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"daft\""
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -5044,6 +5311,7 @@ version = "75.8.0.20250210"
 description = "Typing stubs for setuptools"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "types_setuptools-75.8.0.20250210-py3-none-any.whl", hash = "sha256:a217d7b4d59be04c29e23d142c959a0f85e71292fd3fc4313f016ca11f0b56dc"},
     {file = "types_setuptools-75.8.0.20250210.tar.gz", hash = "sha256:c1547361b2441f07c94e25dce8a068e18c611593ad4b6fdd727b1a8f5d1fda33"},
@@ -5055,10 +5323,12 @@ version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev", "docs"]
 files = [
     {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
     {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
 ]
+markers = {docs = "python_version <= \"3.10\""}
 
 [[package]]
 name = "tzdata"
@@ -5066,6 +5336,8 @@ version = "2025.1"
 description = "Provider of IANA time zone data"
 optional = true
 python-versions = ">=2"
+groups = ["main"]
+markers = "extra == \"pandas\" or extra == \"ray\""
 files = [
     {file = "tzdata-2025.1-py2.py3-none-any.whl", hash = "sha256:7e127113816800496f027041c570f50bcd464a020098a3b6b199517772303639"},
     {file = "tzdata-2025.1.tar.gz", hash = "sha256:24894909e88cdb28bd1636c6887801df64cb485bd593f2fd83ef29075a81d694"},
@@ -5077,14 +5349,16 @@ version = "1.26.20"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+groups = ["main", "dev", "docs"]
+markers = "python_version < \"3.10\""
 files = [
     {file = "urllib3-1.26.20-py2.py3-none-any.whl", hash = "sha256:0ed14ccfbf1c30a9072c7ca157e4319b70d65f623e91e7b32fadb2853431016e"},
     {file = "urllib3-1.26.20.tar.gz", hash = "sha256:40c2dc0c681e47eb8f90e7e27bf6ff7df2e677421fd46756da1161c39ca70d32"},
 ]
 
 [package.extras]
-brotli = ["brotli (==1.0.9)", "brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
-secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
+brotli = ["brotli (==1.0.9) ; os_name != \"nt\" and python_version < \"3\" and platform_python_implementation == \"CPython\"", "brotli (>=1.0.9) ; python_version >= \"3\" and platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; (os_name != \"nt\" or python_version >= \"3\") and platform_python_implementation != \"CPython\"", "brotlipy (>=0.6.0) ; os_name == \"nt\" and python_version < \"3\""]
+secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress ; python_version == \"2.7\"", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
@@ -5093,13 +5367,15 @@ version = "2.3.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev", "docs"]
+markers = "python_version >= \"3.10\""
 files = [
     {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"},
     {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"},
 ]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""]
 h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
@@ -5110,6 +5386,7 @@ version = "20.29.2"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "virtualenv-20.29.2-py3-none-any.whl", hash = "sha256:febddfc3d1ea571bdb1dc0f98d7b45d24def7428214d4fb73cc486c9568cce6a"},
     {file = "virtualenv-20.29.2.tar.gz", hash = "sha256:fdaabebf6d03b5ba83ae0a02cfe96f48a716f4fae556461d180825866f75b728"},
@@ -5122,7 +5399,7 @@ platformdirs = ">=3.9.1,<5"
 
 [package.extras]
 docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
-test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8) ; platform_python_implementation == \"PyPy\" or platform_python_implementation == \"CPython\" and sys_platform == \"win32\" and python_version >= \"3.13\"", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10) ; platform_python_implementation == \"CPython\""]
 
 [[package]]
 name = "watchdog"
@@ -5130,6 +5407,7 @@ version = "6.0.0"
 description = "Filesystem events monitoring"
 optional = false
 python-versions = ">=3.9"
+groups = ["docs"]
 files = [
     {file = "watchdog-6.0.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d1cdb490583ebd691c012b3d6dae011000fe42edb7a82ece80965b42abd61f26"},
     {file = "watchdog-6.0.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bc64ab3bdb6a04d69d4023b29422170b74681784ffb9463ed4870cf2f3e66112"},
@@ -5172,6 +5450,7 @@ version = "3.1.3"
 description = "The comprehensive WSGI web application library."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "werkzeug-3.1.3-py3-none-any.whl", hash = "sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e"},
     {file = "werkzeug-3.1.3.tar.gz", hash = "sha256:60723ce945c19328679790e3282cc758aa4a6040e4bb330f53d30fa546d44746"},
@@ -5189,6 +5468,7 @@ version = "1.17.2"
 description = "Module for decorators, wrappers and monkey patching."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "wrapt-1.17.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3d57c572081fed831ad2d26fd430d565b76aa277ed1d30ff4d40670b1c0dd984"},
     {file = "wrapt-1.17.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b5e251054542ae57ac7f3fba5d10bfff615b6c2fb09abeb37d2f1463f841ae22"},
@@ -5270,6 +5550,7 @@ files = [
     {file = "wrapt-1.17.2-py3-none-any.whl", hash = "sha256:b18f2d1533a71f069c7f82d524a52599053d4c7166e9dd374ae2136b7f40f7c8"},
     {file = "wrapt-1.17.2.tar.gz", hash = "sha256:41388e9d4d1522446fe79d3213196bd9e3b301a336965b9e27ca2788ebd122f3"},
 ]
+markers = {main = "extra == \"s3fs\""}
 
 [[package]]
 name = "xmltodict"
@@ -5277,6 +5558,7 @@ version = "0.14.2"
 description = "Makes working with XML feel like you are working with JSON"
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
 files = [
     {file = "xmltodict-0.14.2-py2.py3-none-any.whl", hash = "sha256:20cc7d723ed729276e808f26fb6b3599f786cbc37e06c65e192ba77c40f20aac"},
     {file = "xmltodict-0.14.2.tar.gz", hash = "sha256:201e7c28bb210e374999d1dde6382923ab0ed1a8a5faeece48ab525b7810a553"},
@@ -5288,6 +5570,8 @@ version = "1.18.3"
 description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7df647e8edd71f000a5208fe6ff8c382a1de8edfbccdbbfe649d263de07d8c34"},
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c69697d3adff5aa4f874b19c0e4ed65180ceed6318ec856ebc423aa5850d84f7"},
@@ -5384,17 +5668,19 @@ version = "3.21.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev", "docs"]
 files = [
     {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
     {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
 ]
+markers = {dev = "python_full_version < \"3.10.2\"", docs = "python_version < \"3.10\""}
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
 type = ["pytest-mypy"]
 
 [[package]]
@@ -5403,6 +5689,8 @@ version = "0.23.0"
 description = "Zstandard bindings for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"zstandard\""
 files = [
     {file = "zstandard-0.23.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bf0a05b6059c0528477fba9054d09179beb63744355cab9f38059548fedd46a9"},
     {file = "zstandard-0.23.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fc9ca1c9718cb3b06634c7c8dec57d24e9438b2aa9a0f02b8bb36bf478538880"},
@@ -5531,6 +5819,6 @@ sql-sqlite = ["sqlalchemy"]
 zstandard = ["zstandard"]
 
 [metadata]
-lock-version = "2.0"
+lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
 content-hash = "b207272d61f2c34b805a2163bfcc14f49e5f398e158737ffbcbbae4445a8420d"

From 47e5137f5d99c66fba2757a46bdc3386f53b9594 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 3 Mar 2025 18:47:35 -0500
Subject: [PATCH 030/357] Build: Bump griffe from 1.5.7 to 1.6.0 (#1754)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [griffe](https://github.com/mkdocstrings/griffe) from 1.5.7 to
1.6.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/griffe/releases">griffe's
releases</a>.</em></p>
<blockquote>
<h2>1.6.0</h2>
<h2><a
href="https://github.com/mkdocstrings/griffe/releases/tag/1.6.0">1.6.0</a>
- 2025-03-01</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/griffe/compare/1.5.7...1.6.0">Compare
with 1.5.7</a><!-- raw HTML omitted --></p>
<h3>Features</h3>
<ul>
<li>Allow passing literal docstring styles everywhere in the API, not
just <code>Parser</code> enumeration values (<a
href="https://github.com/mkdocstrings/griffe/commit/053bf20e8da49f6bc0171c1755ee4fde1fb401fa">053bf20</a>
by Timothée Mazzucotelli).</li>
</ul>
<h3>Bug Fixes</h3>
<ul>
<li>Follow symlinks when finding modules (<a
href="https://github.com/mkdocstrings/griffe/commit/087832f07dfb8dc529cf68438e7051bd8ce2ae1d">087832f</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/python/issues/258">Issue-mkdocstrings-python-258</a></li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/griffe/blob/main/CHANGELOG.md">griffe's
changelog</a>.</em></p>
<blockquote>
<h2><a
href="https://github.com/mkdocstrings/griffe/releases/tag/1.6.0">1.6.0</a>
- 2025-03-01</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/griffe/compare/1.5.7...1.6.0">Compare
with 1.5.7</a><!-- raw HTML omitted --></p>
<h3>Features</h3>
<ul>
<li>Allow passing literal docstring styles everywhere in the API, not
just <code>Parser</code> enumeration values (<a
href="https://github.com/mkdocstrings/griffe/commit/053bf20e8da49f6bc0171c1755ee4fde1fb401fa">053bf20</a>
by Timothée Mazzucotelli).</li>
</ul>
<h3>Bug Fixes</h3>
<ul>
<li>Follow symlinks when finding modules (<a
href="https://github.com/mkdocstrings/griffe/commit/087832f07dfb8dc529cf68438e7051bd8ce2ae1d">087832f</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/python/issues/258">Issue-mkdocstrings-python-258</a></li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/e163cfb2ca0234700e18ff3ee1db876af7bcdcb3"><code>e163cfb</code></a>
chore: Prepare release 1.6.0</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/087832f07dfb8dc529cf68438e7051bd8ce2ae1d"><code>087832f</code></a>
fix: Follow symlinks when finding modules</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/053bf20e8da49f6bc0171c1755ee4fde1fb401fa"><code>053bf20</code></a>
feat: Allow passing literal docstring styles everywhere in the API, not
just ...</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/9929f47f24396ebcd9102ebf794bba18ebf90a8a"><code>9929f47</code></a>
chore: Clean up (remove unused private variable)</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/d1b6c006a81149548c09901a9bf8babec9138f9c"><code>d1b6c00</code></a>
chore: Add note about <code>ExprConstant</code> not being used</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/3684cd62022eb33986b55c1596fb398e762520fd"><code>3684cd6</code></a>
docs: Remove redundant titles/sections</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/040adcf06cf00c0843993aa5a6015448986069ff"><code>040adcf</code></a>
Merge branch 'main' of github.com:mkdocstrings/griffe</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/628d5e81c910de7f43eef88ff80cf08725a08ea3"><code>628d5e8</code></a>
tests: Change <code>test_load_builtin_modules</code> to use module
present in PyPy</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/bb185f7d1be7dac50e045d2986be0e8111ddc649"><code>bb185f7</code></a>
docs: Render members of object base models to avoid cross-ref
ambiguities</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/6245de8f6d3572666ea4b74fd7561d8d83ef0829"><code>6245de8</code></a>
docs: Fix mkdocstrings instructions</li>
<li>Additional commits viewable in <a
href="https://github.com/mkdocstrings/griffe/compare/1.5.7...1.6.0">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=griffe&package-manager=pip&previous-version=1.5.7&new-version=1.6.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

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---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index d73d9b96d8..d0af052660 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1942,14 +1942,14 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "griffe"
-version = "1.5.7"
+version = "1.6.0"
 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "griffe-1.5.7-py3-none-any.whl", hash = "sha256:4af8ec834b64de954d447c7b6672426bb145e71605c74a4e22d510cc79fe7d8b"},
-    {file = "griffe-1.5.7.tar.gz", hash = "sha256:465238c86deaf1137761f700fb343edd8ffc846d72f6de43c3c345ccdfbebe92"},
+    {file = "griffe-1.6.0-py3-none-any.whl", hash = "sha256:9f1dfe035d4715a244ed2050dfbceb05b1f470809ed4f6bb10ece5a7302f8dd1"},
+    {file = "griffe-1.6.0.tar.gz", hash = "sha256:eb5758088b9c73ad61c7ac014f3cdfb4c57b5c2fcbfca69996584b702aefa354"},
 ]
 
 [package.dependencies]
@@ -5821,4 +5821,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "b207272d61f2c34b805a2163bfcc14f49e5f398e158737ffbcbbae4445a8420d"
+content-hash = "88d86b0fce4a08aeae4b17914e08f44f38ee658f1843ae384043327383bc25a4"
diff --git a/pyproject.toml b/pyproject.toml
index 7f36be51c7..755d82de00 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -103,7 +103,7 @@ docutils = "!=0.21.post1"   # https://github.com/python-poetry/poetry/issues/924
 [tool.poetry.group.docs.dependencies]
 # for mkdocs
 mkdocs = "1.6.1"
-griffe = "1.5.7"
+griffe = "1.6.0"
 jinja2 = "3.1.5"
 mkdocstrings = "0.28.2"
 mkdocstrings-python = "1.16.2"

From 7548764f332e2f1e931a03ab3d763273ceed1685 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 3 Mar 2025 18:47:49 -0500
Subject: [PATCH 031/357] Build: Bump boto3 from 1.36.23 to 1.37.1 (#1755)

Bumps [boto3](https://github.com/boto/boto3) from 1.36.23 to 1.37.1.
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/boto/boto3/commit/11b849477946bb5f6eaf103d81b841354b3d63b9"><code>11b8494</code></a>
Merge branch 'release-1.37.1'</li>
<li><a
href="https://github.com/boto/boto3/commit/ee0e648a846437bb6c2968ca45e15751d175fb55"><code>ee0e648</code></a>
Bumping version to 1.37.1</li>
<li><a
href="https://github.com/boto/boto3/commit/6e0dc3621a1a4949e7a961c5ce2dd8af6acff8e3"><code>6e0dc36</code></a>
Add changelog entries from botocore</li>
<li><a
href="https://github.com/boto/boto3/commit/0570a385f8c22add7a29d5faae572e23d37cfcfa"><code>0570a38</code></a>
Merge branch 'release-1.37.0'</li>
<li><a
href="https://github.com/boto/boto3/commit/c4c0b75f5c1a1a0d434cea7d775ecb543222f91b"><code>c4c0b75</code></a>
Merge branch 'release-1.37.0' into develop</li>
<li><a
href="https://github.com/boto/boto3/commit/f806af48cb16ef5faf82fc85891cca540b088ce6"><code>f806af4</code></a>
Bumping version to 1.37.0</li>
<li><a
href="https://github.com/boto/boto3/commit/d09143b4d0072b2c3b37dcc0df47278c3d5686c7"><code>d09143b</code></a>
Add changelog entries from botocore</li>
<li><a
href="https://github.com/boto/boto3/commit/351593ace8f54fd499a9dba33c94173423561563"><code>351593a</code></a>
Update developer guide to include account ID based endpoints (<a
href="https://redirect.github.com/boto/boto3/issues/4446">#4446</a>)</li>
<li><a
href="https://github.com/boto/boto3/commit/816b7445b7c5dd9190765a76bbfbe86219a62caf"><code>816b744</code></a>
Add account ID to boto3 session and client (<a
href="https://redirect.github.com/boto/boto3/issues/4444">#4444</a>)</li>
<li><a
href="https://github.com/boto/boto3/commit/bbe3a8d7950331a645e4c070b37a5cbb62e68f07"><code>bbe3a8d</code></a>
Merge branch 'release-1.36.26'</li>
<li>Additional commits viewable in <a
href="https://github.com/boto/boto3/compare/1.36.23...1.37.1">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
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---
 poetry.lock | 30 +++++++++++++-----------------
 1 file changed, 13 insertions(+), 17 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index d0af052660..e5b34b0dae 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -27,33 +27,29 @@ tests = ["arrow", "dask[dataframe]", "docker", "pytest", "pytest-mock"]
 
 [[package]]
 name = "aiobotocore"
-version = "2.20.0"
+version = "2.21.0"
 description = "Async client for aws services using botocore and aiohttp"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"s3fs\""
 files = [
-    {file = "aiobotocore-2.20.0-py3-none-any.whl", hash = "sha256:02d9d727355a03f83ee1a4fc91f2fd14966862144b4d2cc3434181e82dfafd83"},
-    {file = "aiobotocore-2.20.0.tar.gz", hash = "sha256:8902d8a96e3a389c99a68d23e2ca07c8d5059439c2a55acf28a8af19e65fe293"},
+    {file = "aiobotocore-2.21.0-py3-none-any.whl", hash = "sha256:05b4e29690a07913297686d819dc8dac341a5361f14fedf444bdd77ae1e36554"},
+    {file = "aiobotocore-2.21.0.tar.gz", hash = "sha256:03d64a41e313ebce76fd7c3e4c854e560032ac5cf71f4d5072616ca6fb9701b5"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.9.2,<4.0.0"
 aioitertools = ">=0.5.1,<1.0.0"
-botocore = ">=1.36.20,<1.36.24"
+botocore = ">=1.37.0,<1.37.2"
 jmespath = ">=0.7.1,<2.0.0"
 multidict = ">=6.0.0,<7.0.0"
 python-dateutil = ">=2.1,<3.0.0"
-urllib3 = [
-    {version = ">=1.25.4,<1.27", markers = "python_version < \"3.10\""},
-    {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""},
-]
 wrapt = ">=1.10.10,<2.0.0"
 
 [package.extras]
-awscli = ["awscli (>=1.37.20,<1.37.24)"]
-boto3 = ["boto3 (>=1.36.20,<1.36.24)"]
+awscli = ["awscli (>=1.38.0,<1.38.2)"]
+boto3 = ["boto3 (>=1.37.0,<1.37.2)"]
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -443,19 +439,19 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.36.23"
+version = "1.37.1"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
-    {file = "boto3-1.36.23-py3-none-any.whl", hash = "sha256:d59642672b1f35f55f47b317693241ce53333816f47c9e72fcc8fd0e9adc6a87"},
-    {file = "boto3-1.36.23.tar.gz", hash = "sha256:006800604c34382873521b20890b758eea7109d699696ece932131259d0a4658"},
+    {file = "boto3-1.37.1-py3-none-any.whl", hash = "sha256:4320441f904435a1b85e6ecb81793192e522c737cc9ed6566014e29f0a11cb22"},
+    {file = "boto3-1.37.1.tar.gz", hash = "sha256:96d18f7feb0c1fcb95f8837b74b6c8880e1b4e35ce5f8a8f8cb243a090c278ed"},
 ]
 markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
-botocore = ">=1.36.23,<1.37.0"
+botocore = ">=1.37.1,<1.38.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.11.0,<0.12.0"
 
@@ -464,14 +460,14 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.36.23"
+version = "1.37.1"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
-    {file = "botocore-1.36.23-py3-none-any.whl", hash = "sha256:886730e79495a2e153842725ebdf85185c8277cdf255b3b5879cd097ddc7fcc3"},
-    {file = "botocore-1.36.23.tar.gz", hash = "sha256:9feaa2d876f487e718a5fd80a35fa401042b518c0c75117d3e1ea39a567439e7"},
+    {file = "botocore-1.37.1-py3-none-any.whl", hash = "sha256:c1db1bfc5d8c6b3b6d1ca6794f605294b4264e82a7e727b88e0fef9c2b9fbb9c"},
+    {file = "botocore-1.37.1.tar.gz", hash = "sha256:b194db8fb2a0ffba53568c364ae26166e7eec0445496b2ac86a6e142f3dd982f"},
 ]
 markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 

From 643db6b65f43bd25c70c96b56a4755853d30dbcc Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 3 Mar 2025 18:47:56 -0500
Subject: [PATCH 032/357] Build: Bump moto from 5.1.0 to 5.1.1 (#1756)

Bumps [moto](https://github.com/getmoto/moto) from 5.1.0 to 5.1.1.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/getmoto/moto/blob/master/CHANGELOG.md">moto's
changelog</a>.</em></p>
<blockquote>
<h2>5.1.1</h2>
<p>Docker Digest for 5.1.1:
<em>sha256:a4c04c53a892ad81741a2e006b85d0f98eab42ad988efb360429cb4ba6818323</em></p>
<pre><code>* General:
* Compatible with the new Account-based endpoint for DynamoDB (see
https://github.com/boto/boto3/issues/4449)
    * Removed dependency on typing_extensions (introduced in 5.1.0)
<ul>
<li>
<p>New Methods:</p>
<ul>
<li>
<p>CognitoIDP:</p>
<ul>
<li>delete_identity_pool()</li>
</ul>
</li>
<li>
<p>Glue:</p>
<ul>
<li>create_connection()</li>
<li>get_connection()</li>
<li>get_connections()</li>
</ul>
</li>
<li>
<p>GuardDuty:</p>
<ul>
<li>get_administrator_account()</li>
</ul>
</li>
</ul>
</li>
<li>
<p>Miscellaneous:</p>
<ul>
<li>ResourceGroupsTaggingAPI: get_resources() now supports
EventBusses</li>
<li>RDS: create_db_instance() now throws an error when referencing a
non-existent DBCluster<br />
</code></pre></li>
</ul>
</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/getmoto/moto/commit/401269d076d7628329a021e1b960c79f90c3aaff"><code>401269d</code></a>
Pre-Release: Up Version Number</li>
<li><a
href="https://github.com/getmoto/moto/commit/f0e258f459c0b1bc4363829d3b55d6c03a0e991e"><code>f0e258f</code></a>
Prep release 5.1.1 (<a
href="https://redirect.github.com/getmoto/moto/issues/8623">#8623</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/93521319e7c9acd43e2b9b6e13e8d8fd7c246162"><code>9352131</code></a>
chore: update IAM Managed Policies (<a
href="https://redirect.github.com/getmoto/moto/issues/8640">#8640</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/1e2dd1526b0f7d943eb57666d3b95ff7143d06ab"><code>1e2dd15</code></a>
chore: update SSM default parameters (<a
href="https://redirect.github.com/getmoto/moto/issues/8647">#8647</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/0224977538667d4ed6d93a259ba155bd5188b939"><code>0224977</code></a>
chore: update SSM default AMI's (<a
href="https://redirect.github.com/getmoto/moto/issues/8642">#8642</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/19342fdcc1790d510c448539584dab0a9de12dec"><code>19342fd</code></a>
chore: update EC2 Instance Offerings (<a
href="https://redirect.github.com/getmoto/moto/issues/8646">#8646</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/32679cbcc79da00f362bbdf1218f9b8470be60e6"><code>32679cb</code></a>
chore: update SSM Optimized AMI's (<a
href="https://redirect.github.com/getmoto/moto/issues/8643">#8643</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/b78bc26bd33c367616a4492ef685e47ed2de229f"><code>b78bc26</code></a>
chore: update Config Managed Rules (<a
href="https://redirect.github.com/getmoto/moto/issues/8639">#8639</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/f476634ff679ac4091ed045df7fdd89a9d34b427"><code>f476634</code></a>
RDS: Raise error when trying to add DBInstance to non-existent DBCluster
(<a
href="https://redirect.github.com/getmoto/moto/issues/8645">#8645</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/e1c53bab28e23a3d5b12e5b4c14ea0fe1b81e897"><code>e1c53ba</code></a>
Bump the java-deps group in /other_langs/tests_java with 6 updates (<a
href="https://redirect.github.com/getmoto/moto/issues/8644">#8644</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/getmoto/moto/compare/5.1.0...5.1.1">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=moto&package-manager=pip&previous-version=5.1.0&new-version=5.1.1)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
alter it yourself. You can also trigger a rebase manually by commenting
`@dependabot rebase`.

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[//]: # (dependabot-automerge-end)

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<details>
<summary>Dependabot commands and options</summary>
<br />

You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
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Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index e5b34b0dae..5af2cbc72b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2732,14 +2732,14 @@ type = ["mypy (==1.14.1)"]
 
 [[package]]
 name = "moto"
-version = "5.1.0"
+version = "5.1.1"
 description = "A library that allows you to easily mock out tests based on AWS infrastructure"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "moto-5.1.0-py3-none-any.whl", hash = "sha256:4fada00cedfba661aa58fe0b33b3ba9a0ef96d0e9937c9bed5163053898b4a27"},
-    {file = "moto-5.1.0.tar.gz", hash = "sha256:879274a9d2213ca49706e3c8ea380d90953ec1ec642976f6315255394d36edc0"},
+    {file = "moto-5.1.1-py3-none-any.whl", hash = "sha256:615904d6210431950a59a2bdec365d60e791eacbe3dd07a3a5d742c88ef847dd"},
+    {file = "moto-5.1.1.tar.gz", hash = "sha256:5b25dbc62cccd9f36ef062c870db49d976b241129024fab049e2d3d1296e2a57"},
 ]
 
 [package.dependencies]

From 4500fb0718ae57a3fbd9e2894d1ddfc8d121766e Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Tue, 4 Mar 2025 00:58:35 +0100
Subject: [PATCH 033/357] Support `string_view` and `binary_view` (#1748)

Resolves #1745
---
 pyiceberg/io/pyarrow.py          |  4 ++--
 tests/io/test_pyarrow_visitor.py | 12 ++++++------
 2 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index bf16ec5ec3..eab26b0c57 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -1189,7 +1189,7 @@ def primitive(self, primitive: pa.DataType) -> PrimitiveType:
         elif isinstance(primitive, pa.Decimal128Type):
             primitive = cast(pa.Decimal128Type, primitive)
             return DecimalType(primitive.precision, primitive.scale)
-        elif pa.types.is_string(primitive) or pa.types.is_large_string(primitive):
+        elif pa.types.is_string(primitive) or pa.types.is_large_string(primitive) or pa.types.is_string_view(primitive):
             return StringType()
         elif pa.types.is_date32(primitive):
             return DateType()
@@ -1215,7 +1215,7 @@ def primitive(self, primitive: pa.DataType) -> PrimitiveType:
             elif primitive.tz is None:
                 return TimestampType()
 
-        elif pa.types.is_binary(primitive) or pa.types.is_large_binary(primitive):
+        elif pa.types.is_binary(primitive) or pa.types.is_large_binary(primitive) or pa.types.is_binary_view(primitive):
             return BinaryType()
         elif pa.types.is_fixed_size_binary(primitive):
             primitive = cast(pa.FixedSizeBinaryType, primitive)
diff --git a/tests/io/test_pyarrow_visitor.py b/tests/io/test_pyarrow_visitor.py
index d13822f5ce..9f5aff3f70 100644
--- a/tests/io/test_pyarrow_visitor.py
+++ b/tests/io/test_pyarrow_visitor.py
@@ -225,18 +225,18 @@ def test_pyarrow_timestamp_tz_invalid_tz() -> None:
         visit_pyarrow(pyarrow_type, _ConvertToIceberg())
 
 
-def test_pyarrow_string_to_iceberg() -> None:
-    pyarrow_type = pa.large_string()
+@pytest.mark.parametrize("pyarrow_type", [pa.string(), pa.large_string(), pa.string_view()])
+def test_pyarrow_string_to_iceberg(pyarrow_type: pa.DataType) -> None:
     converted_iceberg_type = visit_pyarrow(pyarrow_type, _ConvertToIceberg())
     assert converted_iceberg_type == StringType()
-    assert visit(converted_iceberg_type, _ConvertToArrowSchema()) == pyarrow_type
+    assert visit(converted_iceberg_type, _ConvertToArrowSchema()) == pa.large_string()
 
 
-def test_pyarrow_variable_binary_to_iceberg() -> None:
-    pyarrow_type = pa.large_binary()
+@pytest.mark.parametrize("pyarrow_type", [pa.binary(), pa.large_binary(), pa.binary_view()])
+def test_pyarrow_variable_binary_to_iceberg(pyarrow_type: pa.DataType) -> None:
     converted_iceberg_type = visit_pyarrow(pyarrow_type, _ConvertToIceberg())
     assert converted_iceberg_type == BinaryType()
-    assert visit(converted_iceberg_type, _ConvertToArrowSchema()) == pyarrow_type
+    assert visit(converted_iceberg_type, _ConvertToArrowSchema()) == pa.large_binary()
 
 
 def test_pyarrow_struct_to_iceberg() -> None:

From 65ae3c14709b7618d50304f5b5f5979f63bfca15 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 4 Mar 2025 09:36:09 +0100
Subject: [PATCH 034/357] Build: Bump mkdocs-material from 9.6.5 to 9.6.7
 (#1757)

---
 poetry.lock    | 31 +++++++++++++++++++++++++------
 pyproject.toml |  2 +-
 2 files changed, 26 insertions(+), 7 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 5af2cbc72b..9f0b66287d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -425,6 +425,25 @@ files = [
 docs = ["furo", "jaraco.packaging (>=9.3)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 testing = ["jaraco.test", "pytest (!=8.0.*)", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)"]
 
+[[package]]
+name = "backrefs"
+version = "5.8"
+description = "A wrapper around re and regex that adds additional back references."
+optional = false
+python-versions = ">=3.9"
+groups = ["docs"]
+files = [
+    {file = "backrefs-5.8-py310-none-any.whl", hash = "sha256:c67f6638a34a5b8730812f5101376f9d41dc38c43f1fdc35cb54700f6ed4465d"},
+    {file = "backrefs-5.8-py311-none-any.whl", hash = "sha256:2e1c15e4af0e12e45c8701bd5da0902d326b2e200cafcd25e49d9f06d44bb61b"},
+    {file = "backrefs-5.8-py312-none-any.whl", hash = "sha256:bbef7169a33811080d67cdf1538c8289f76f0942ff971222a16034da88a73486"},
+    {file = "backrefs-5.8-py313-none-any.whl", hash = "sha256:e3a63b073867dbefd0536425f43db618578528e3896fb77be7141328642a1585"},
+    {file = "backrefs-5.8-py39-none-any.whl", hash = "sha256:a66851e4533fb5b371aa0628e1fee1af05135616b86140c9d787a2ffdf4b8fdc"},
+    {file = "backrefs-5.8.tar.gz", hash = "sha256:2cab642a205ce966af3dd4b38ee36009b31fa9502a35fd61d59ccc116e40a6bd"},
+]
+
+[package.extras]
+extras = ["regex"]
+
 [[package]]
 name = "blinker"
 version = "1.9.0"
@@ -2530,18 +2549,19 @@ mkdocs = ">=1.0.3"
 
 [[package]]
 name = "mkdocs-material"
-version = "9.6.5"
+version = "9.6.7"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
 groups = ["docs"]
 files = [
-    {file = "mkdocs_material-9.6.5-py3-none-any.whl", hash = "sha256:aad3e6fb860c20870f75fb2a69ef901f1be727891e41adb60b753efcae19453b"},
-    {file = "mkdocs_material-9.6.5.tar.gz", hash = "sha256:b714679a8c91b0ffe2188e11ed58c44d2523e9c2ae26a29cc652fa7478faa21f"},
+    {file = "mkdocs_material-9.6.7-py3-none-any.whl", hash = "sha256:8a159e45e80fcaadd9fbeef62cbf928569b93df954d4dc5ba76d46820caf7b47"},
+    {file = "mkdocs_material-9.6.7.tar.gz", hash = "sha256:3e2c1fceb9410056c2d91f334a00cdea3215c28750e00c691c1e46b2a33309b4"},
 ]
 
 [package.dependencies]
 babel = ">=2.10,<3.0"
+backrefs = ">=5.7.post1,<6.0"
 colorama = ">=0.4,<1.0"
 jinja2 = ">=3.0,<4.0"
 markdown = ">=3.2,<4.0"
@@ -2550,7 +2570,6 @@ mkdocs-material-extensions = ">=1.3,<2.0"
 paginate = ">=0.5,<1.0"
 pygments = ">=2.16,<3.0"
 pymdown-extensions = ">=10.2,<11.0"
-regex = ">=2022.4"
 requests = ">=2.26,<3.0"
 
 [package.extras]
@@ -4457,7 +4476,7 @@ version = "2024.11.6"
 description = "Alternative regular expression module, to replace re."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "docs"]
+groups = ["dev"]
 files = [
     {file = "regex-2024.11.6-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ff590880083d60acc0433f9c3f713c51f7ac6ebb9adf889c79a261ecf541aa91"},
     {file = "regex-2024.11.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:658f90550f38270639e83ce492f27d2c8d2cd63805c65a13a14d36ca126753f0"},
@@ -5817,4 +5836,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "88d86b0fce4a08aeae4b17914e08f44f38ee658f1843ae384043327383bc25a4"
+content-hash = "b76b7c31e3dc61bfbd452a5cf9740e14b1a39be1086b69cfe46be88f17bae675"
diff --git a/pyproject.toml b/pyproject.toml
index 755d82de00..c3e61cbf79 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -110,7 +110,7 @@ mkdocstrings-python = "1.16.2"
 mkdocs-literate-nav = "0.6.1"
 mkdocs-autorefs = "1.4.0"
 mkdocs-gen-files = "0.5.0"
-mkdocs-material = "9.6.5"
+mkdocs-material = "9.6.7"
 mkdocs-material-extensions = "1.3.1"
 mkdocs-section-index = "0.3.9"
 

From dc66b5ca4000e79c1550dd49bbfb7fc0a079881f Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Marcin=20Szyma=C5=84ski?= <ms32035@gmail.com>
Date: Tue, 4 Mar 2025 08:36:57 +0000
Subject: [PATCH 035/357] ADLS: Fix fetching the token (#1732)

We observed that the property with token returned by Polaris is
`adls.sas-token.<account name>` and the extra condition causes is to be
ignored
---
 pyiceberg/io/fsspec.py | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/pyiceberg/io/fsspec.py b/pyiceberg/io/fsspec.py
index d8fe3dfa40..4cbae52304 100644
--- a/pyiceberg/io/fsspec.py
+++ b/pyiceberg/io/fsspec.py
@@ -189,9 +189,7 @@ def _adls(properties: Properties) -> AbstractFileSystem:
     from adlfs import AzureBlobFileSystem
 
     for key, sas_token in {
-        key.replace(f"{ADLS_SAS_TOKEN}.", ""): value
-        for key, value in properties.items()
-        if key.startswith(ADLS_SAS_TOKEN) and key.endswith(".windows.net")
+        key.replace(f"{ADLS_SAS_TOKEN}.", ""): value for key, value in properties.items() if key.startswith(ADLS_SAS_TOKEN)
     }.items():
         if ADLS_ACCOUNT_NAME not in properties:
             properties[ADLS_ACCOUNT_NAME] = key.split(".")[0]

From 464b88c6b18aba188ff343f2a8fa929d2e419969 Mon Sep 17 00:00:00 2001
From: Brian Phillips <149107659+b-phi@users.noreply.github.com>
Date: Tue, 4 Mar 2025 17:38:11 -0500
Subject: [PATCH 036/357] Docs: Docstring fix (#1762)

---
 pyiceberg/table/update/snapshot.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyiceberg/table/update/snapshot.py b/pyiceberg/table/update/snapshot.py
index f21c501780..c705f3b9fd 100644
--- a/pyiceberg/table/update/snapshot.py
+++ b/pyiceberg/table/update/snapshot.py
@@ -818,7 +818,7 @@ def create_branch(
             branch_name (str): name of the new branch
             max_ref_age_ms (Optional[int]): max ref age in milliseconds
             max_snapshot_age_ms (Optional[int]): max age of snapshots to keep in milliseconds
-            min_snapshots_to_keep (Optional[int]): min number of snapshots to keep in milliseconds
+            min_snapshots_to_keep (Optional[int]): min number of snapshots to keep for the branch
         Returns:
             This for method chaining
         """

From 44363e90622a9121ac24de123b991f22f181b133 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Tue, 4 Mar 2025 23:48:31 +0100
Subject: [PATCH 037/357] CI: Limit parallelism (#1764)

For the tests, we want to limit parallelism to avoid creating 1-row
Parquet files.
---
 tests/conftest.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/tests/conftest.py b/tests/conftest.py
index a0e5e74522..e9abd9bf23 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -2433,6 +2433,8 @@ def spark() -> "SparkSession":
     spark = (
         SparkSession.builder.appName("PyIceberg integration test")
         .config("spark.sql.session.timeZone", "UTC")
+        .config("spark.sql.shuffle.partitions", "1")
+        .config("spark.default.parallelism", "1")
         .config("spark.sql.extensions", "org.apache.iceberg.spark.extensions.IcebergSparkSessionExtensions")
         .config("spark.sql.catalog.integration", "org.apache.iceberg.spark.SparkCatalog")
         .config("spark.sql.catalog.integration.catalog-impl", "org.apache.iceberg.rest.RESTCatalog")

From b15824bf8a34744cc82fc5d525891ad44030e22d Mon Sep 17 00:00:00 2001
From: Alessandro Nori <alessandro.nori@datadoghq.com>
Date: Wed, 5 Mar 2025 08:51:09 +0100
Subject: [PATCH 038/357] Fix: `SqlCatalog` list_namespaces() should return
 only sub-namespaces (#1629)

Resolves: https://github.com/apache/iceberg-python/issues/1627
---
 pyiceberg/catalog/sql.py   | 21 +++++++++++++---
 tests/catalog/test_base.py | 19 ++++++++------
 tests/catalog/test_sql.py  | 51 ++++++++++++++++++++++++++++----------
 3 files changed, 67 insertions(+), 24 deletions(-)

diff --git a/pyiceberg/catalog/sql.py b/pyiceberg/catalog/sql.py
index e656fbed64..b4b06e3a46 100644
--- a/pyiceberg/catalog/sql.py
+++ b/pyiceberg/catalog/sql.py
@@ -619,15 +619,28 @@ def list_namespaces(self, namespace: Union[str, Identifier] = ()) -> List[Identi
         table_stmt = select(IcebergTables.table_namespace).where(IcebergTables.catalog_name == self.name)
         namespace_stmt = select(IcebergNamespaceProperties.namespace).where(IcebergNamespaceProperties.catalog_name == self.name)
         if namespace:
-            namespace_str = Catalog.namespace_to_string(namespace, NoSuchNamespaceError)
-            table_stmt = table_stmt.where(IcebergTables.table_namespace.like(namespace_str))
-            namespace_stmt = namespace_stmt.where(IcebergNamespaceProperties.namespace.like(namespace_str))
+            namespace_like = Catalog.namespace_to_string(namespace, NoSuchNamespaceError) + "%"
+            table_stmt = table_stmt.where(IcebergTables.table_namespace.like(namespace_like))
+            namespace_stmt = namespace_stmt.where(IcebergNamespaceProperties.namespace.like(namespace_like))
         stmt = union(
             table_stmt,
             namespace_stmt,
         )
         with Session(self.engine) as session:
-            return [Catalog.identifier_to_tuple(namespace_col) for namespace_col in session.execute(stmt).scalars()]
+            namespace_tuple = Catalog.identifier_to_tuple(namespace)
+            sub_namespaces_level_length = len(namespace_tuple) + 1
+
+            namespaces = list(
+                {  # only get distinct namespaces
+                    ns[:sub_namespaces_level_length]  # truncate to the required level
+                    for ns in {Catalog.identifier_to_tuple(ns) for ns in session.execute(stmt).scalars()}
+                    if len(ns) >= sub_namespaces_level_length  # only get sub namespaces/children
+                    and ns[: sub_namespaces_level_length - 1] == namespace_tuple
+                    # exclude fuzzy matches when `namespace` contains `%` or `_`
+                }
+            )
+
+            return namespaces
 
     def load_namespace_properties(self, namespace: Union[str, Identifier]) -> Properties:
         """Get properties for a namespace.
diff --git a/tests/catalog/test_base.py b/tests/catalog/test_base.py
index 6e00bfec3a..2ab97b4285 100644
--- a/tests/catalog/test_base.py
+++ b/tests/catalog/test_base.py
@@ -318,7 +318,7 @@ def test_rename_table(catalog: InMemoryCatalog) -> None:
     assert table._identifier == Catalog.identifier_to_tuple(new_table)
 
     # And
-    assert ("new", "namespace") in catalog.list_namespaces()
+    assert catalog._namespace_exists(table._identifier[:-1])
 
     # And
     with pytest.raises(NoSuchTableError, match=NO_SUCH_TABLE_ERROR):
@@ -342,7 +342,7 @@ def test_rename_table_from_self_identifier(catalog: InMemoryCatalog) -> None:
     assert new_table._identifier == Catalog.identifier_to_tuple(new_table_name)
 
     # And
-    assert ("new", "namespace") in catalog.list_namespaces()
+    assert catalog._namespace_exists(new_table._identifier[:-1])
 
     # And
     with pytest.raises(NoSuchTableError, match=NO_SUCH_TABLE_ERROR):
@@ -356,7 +356,7 @@ def test_create_namespace(catalog: InMemoryCatalog) -> None:
     catalog.create_namespace(TEST_TABLE_NAMESPACE, TEST_TABLE_PROPERTIES)
 
     # Then
-    assert TEST_TABLE_NAMESPACE in catalog.list_namespaces()
+    assert catalog._namespace_exists(TEST_TABLE_NAMESPACE)
     assert TEST_TABLE_PROPERTIES == catalog.load_namespace_properties(TEST_TABLE_NAMESPACE)
 
 
@@ -379,7 +379,12 @@ def test_list_namespaces(catalog: InMemoryCatalog) -> None:
     # When
     namespaces = catalog.list_namespaces()
     # Then
-    assert TEST_TABLE_NAMESPACE in namespaces
+    assert TEST_TABLE_NAMESPACE[:1] in namespaces
+
+    # When
+    namespaces = catalog.list_namespaces(TEST_TABLE_NAMESPACE)
+    # Then
+    assert not namespaces
 
 
 def test_drop_namespace(catalog: InMemoryCatalog) -> None:
@@ -388,7 +393,7 @@ def test_drop_namespace(catalog: InMemoryCatalog) -> None:
     # When
     catalog.drop_namespace(TEST_TABLE_NAMESPACE)
     # Then
-    assert TEST_TABLE_NAMESPACE not in catalog.list_namespaces()
+    assert not catalog._namespace_exists(TEST_TABLE_NAMESPACE)
 
 
 def test_drop_namespace_raises_error_when_namespace_does_not_exist(catalog: InMemoryCatalog) -> None:
@@ -437,7 +442,7 @@ def test_update_namespace_metadata(catalog: InMemoryCatalog) -> None:
     summary = catalog.update_namespace_properties(TEST_TABLE_NAMESPACE, updates=new_metadata)
 
     # Then
-    assert TEST_TABLE_NAMESPACE in catalog.list_namespaces()
+    assert catalog._namespace_exists(TEST_TABLE_NAMESPACE)
     assert new_metadata.items() <= catalog.load_namespace_properties(TEST_TABLE_NAMESPACE).items()
     assert summary.removed == []
     assert sorted(summary.updated) == ["key3", "key4"]
@@ -454,7 +459,7 @@ def test_update_namespace_metadata_removals(catalog: InMemoryCatalog) -> None:
     summary = catalog.update_namespace_properties(TEST_TABLE_NAMESPACE, remove_metadata, new_metadata)
 
     # Then
-    assert TEST_TABLE_NAMESPACE in catalog.list_namespaces()
+    assert catalog._namespace_exists(TEST_TABLE_NAMESPACE)
     assert new_metadata.items() <= catalog.load_namespace_properties(TEST_TABLE_NAMESPACE).items()
     assert remove_metadata.isdisjoint(catalog.load_namespace_properties(TEST_TABLE_NAMESPACE).keys())
     assert summary.removed == ["key1"]
diff --git a/tests/catalog/test_sql.py b/tests/catalog/test_sql.py
index 33a76f7308..8c3047b2ca 100644
--- a/tests/catalog/test_sql.py
+++ b/tests/catalog/test_sql.py
@@ -17,7 +17,7 @@
 
 import os
 from pathlib import Path
-from typing import Any, Generator, List, cast
+from typing import Any, Generator, cast
 
 import pyarrow as pa
 import pytest
@@ -1027,7 +1027,7 @@ def test_create_namespace_if_not_exists(catalog: SqlCatalog, database_name: str)
 @pytest.mark.parametrize("namespace", [lazy_fixture("database_name"), lazy_fixture("hierarchical_namespace_name")])
 def test_create_namespace(catalog: SqlCatalog, namespace: str) -> None:
     catalog.create_namespace(namespace)
-    assert (Catalog.identifier_to_tuple(namespace)) in catalog.list_namespaces()
+    assert (Catalog.identifier_to_tuple(namespace)[:1]) in catalog.list_namespaces()
 
 
 @pytest.mark.parametrize(
@@ -1074,7 +1074,7 @@ def test_create_namespace_with_comment_and_location(catalog: SqlCatalog, namespa
     }
     catalog.create_namespace(namespace=namespace, properties=test_properties)
     loaded_database_list = catalog.list_namespaces()
-    assert Catalog.identifier_to_tuple(namespace) in loaded_database_list
+    assert Catalog.identifier_to_tuple(namespace)[:1] in loaded_database_list
     properties = catalog.load_namespace_properties(namespace)
     assert properties["comment"] == "this is a test description"
     assert properties["location"] == test_location
@@ -1135,17 +1135,42 @@ def test_namespace_exists(catalog: SqlCatalog) -> None:
         lazy_fixture("catalog_sqlite"),
     ],
 )
-@pytest.mark.parametrize("namespace_list", [lazy_fixture("database_list"), lazy_fixture("hierarchical_namespace_list")])
-def test_list_namespaces(catalog: SqlCatalog, namespace_list: List[str]) -> None:
+def test_list_namespaces(catalog: SqlCatalog) -> None:
+    namespace_list = ["db", "db.ns1", "db.ns1.ns2", "db.ns2", "db2", "db2.ns1", "db%"]
     for namespace in namespace_list:
-        catalog.create_namespace(namespace)
-    # Test global list
+        if not catalog._namespace_exists(namespace):
+            catalog.create_namespace(namespace)
+
     ns_list = catalog.list_namespaces()
+    for ns in [("db",), ("db%",), ("db2",)]:
+        assert ns in ns_list
+
+    ns_list = catalog.list_namespaces("db")
+    assert sorted(ns_list) == [("db", "ns1"), ("db", "ns2")]
+
+    ns_list = catalog.list_namespaces("db.ns1")
+    assert sorted(ns_list) == [("db", "ns1", "ns2")]
+
+    ns_list = catalog.list_namespaces("db.ns1.ns2")
+    assert len(ns_list) == 0
+
+
+@pytest.mark.parametrize(
+    "catalog",
+    [
+        lazy_fixture("catalog_memory"),
+        lazy_fixture("catalog_sqlite"),
+    ],
+)
+def test_list_namespaces_fuzzy_match(catalog: SqlCatalog) -> None:
+    namespace_list = ["db.ns1", "db.ns1.ns2", "db.ns2", "db.ns1X.ns3", "db_.ns1.ns2", "db2.ns1.ns2"]
     for namespace in namespace_list:
-        assert Catalog.identifier_to_tuple(namespace) in ns_list
-        # Test individual namespace list
-        assert len(one_namespace := catalog.list_namespaces(namespace)) == 1
-        assert Catalog.identifier_to_tuple(namespace) == one_namespace[0]
+        if not catalog._namespace_exists(namespace):
+            catalog.create_namespace(namespace)
+
+    assert catalog.list_namespaces("db.ns1") == [("db", "ns1", "ns2")]
+
+    assert catalog.list_namespaces("db_.ns1") == [("db_", "ns1", "ns2")]
 
 
 @pytest.mark.parametrize(
@@ -1177,13 +1202,13 @@ def test_list_non_existing_namespaces(catalog: SqlCatalog) -> None:
 def test_drop_namespace(catalog: SqlCatalog, table_schema_nested: Schema, table_identifier: Identifier) -> None:
     namespace = Catalog.namespace_from(table_identifier)
     catalog.create_namespace(namespace)
-    assert namespace in catalog.list_namespaces()
+    assert catalog._namespace_exists(namespace)
     catalog.create_table(table_identifier, table_schema_nested)
     with pytest.raises(NamespaceNotEmptyError):
         catalog.drop_namespace(namespace)
     catalog.drop_table(table_identifier)
     catalog.drop_namespace(namespace)
-    assert namespace not in catalog.list_namespaces()
+    assert not catalog._namespace_exists(namespace)
 
 
 @pytest.mark.parametrize(

From ab9c44b245a6f4514cb59e92c9e1fbdab6708d69 Mon Sep 17 00:00:00 2001
From: David Li <li.davidm96@gmail.com>
Date: Wed, 5 Mar 2025 10:47:40 -0500
Subject: [PATCH 039/357] Inject columns of proper length for missing fields
 (#1767)

Fixes #1766.
---
 pyiceberg/io/pyarrow.py  |  3 ++-
 tests/io/test_pyarrow.py | 17 ++++++++---------
 2 files changed, 10 insertions(+), 10 deletions(-)

diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index eab26b0c57..7c8aaaab1b 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -1438,7 +1438,8 @@ def _task_to_record_batches(
                 for name, value in projected_missing_fields.items():
                     index = result_batch.schema.get_field_index(name)
                     if index != -1:
-                        result_batch = result_batch.set_column(index, name, [value])
+                        arr = pa.repeat(value, result_batch.num_rows)
+                        result_batch = result_batch.set_column(index, name, arr)
 
             yield result_batch
 
diff --git a/tests/io/test_pyarrow.py b/tests/io/test_pyarrow.py
index 3f43d9215a..e883e38cb8 100644
--- a/tests/io/test_pyarrow.py
+++ b/tests/io/test_pyarrow.py
@@ -1153,7 +1153,7 @@ def test_identity_transform_column_projection(tmp_path: str, catalog: InMemoryCa
         properties={TableProperties.DEFAULT_NAME_MAPPING: create_mapping_from_schema(schema).model_dump_json()},
     )
 
-    file_data = pa.array(["foo"], type=pa.string())
+    file_data = pa.array(["foo", "bar", "baz"], type=pa.string())
     file_loc = f"{tmp_path}/test.parquet"
     pq.write_table(pa.table([file_data], names=["other_field"]), file_loc)
 
@@ -1181,14 +1181,13 @@ def test_identity_transform_column_projection(tmp_path: str, catalog: InMemoryCa
         with transaction.update_snapshot().overwrite() as update:
             update.append_data_file(unpartitioned_file)
 
-    assert (
-        str(table.scan().to_arrow())
-        == """pyarrow.Table
-other_field: large_string
-partition_id: int64
-----
-other_field: [["foo"]]
-partition_id: [[1]]"""
+    schema = pa.schema([("other_field", pa.large_string()), ("partition_id", pa.int64())])
+    assert table.scan().to_arrow() == pa.table(
+        {
+            "other_field": ["foo", "bar", "baz"],
+            "partition_id": [1, 1, 1],
+        },
+        schema=schema,
     )
 
 

From f35db28dd588d90bf913f5edd44ad5eccf640d33 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 6 Mar 2025 08:18:56 +0100
Subject: [PATCH 040/357] Build: Bump jinja2 from 3.1.5 to 3.1.6 (#1769)

---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 9f0b66287d..fef50fa6a4 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2117,14 +2117,14 @@ test = ["pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytes
 
 [[package]]
 name = "jinja2"
-version = "3.1.5"
+version = "3.1.6"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
 groups = ["dev", "docs"]
 files = [
-    {file = "jinja2-3.1.5-py3-none-any.whl", hash = "sha256:aba0f4dc9ed8013c424088f68a5c226f7d6097ed89b246d7749c2ec4175c6adb"},
-    {file = "jinja2-3.1.5.tar.gz", hash = "sha256:8fefff8dc3034e27bb80d67c671eb8a9bc424c0ef4c0826edbff304cceff43bb"},
+    {file = "jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67"},
+    {file = "jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d"},
 ]
 
 [package.dependencies]
@@ -5836,4 +5836,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "b76b7c31e3dc61bfbd452a5cf9740e14b1a39be1086b69cfe46be88f17bae675"
+content-hash = "566cb89dc2575f03ee3a1157bb7a962b0f32fcac99cdd901034665291859173f"
diff --git a/pyproject.toml b/pyproject.toml
index c3e61cbf79..a1827f8dd2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -104,7 +104,7 @@ docutils = "!=0.21.post1"   # https://github.com/python-poetry/poetry/issues/924
 # for mkdocs
 mkdocs = "1.6.1"
 griffe = "1.6.0"
-jinja2 = "3.1.5"
+jinja2 = "3.1.6"
 mkdocstrings = "0.28.2"
 mkdocstrings-python = "1.16.2"
 mkdocs-literate-nav = "0.6.1"

From ff4ad63ce1ed9bccb252bc1a94a8b08a065ad17d Mon Sep 17 00:00:00 2001
From: Kevin Liu <kevinjqliu@users.noreply.github.com>
Date: Fri, 7 Mar 2025 04:55:57 -0500
Subject: [PATCH 041/357] 0.9.0 post release (#1773)

https://github.com/apache/iceberg-python/blob/main/mkdocs/docs/how-to-release.md#update-the-github-template

1. Update the Github template
2. Update the integration tests
---
 .github/ISSUE_TEMPLATE/iceberg_bug_report.yml | 3 ++-
 dev/Dockerfile                                | 2 +-
 2 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/.github/ISSUE_TEMPLATE/iceberg_bug_report.yml b/.github/ISSUE_TEMPLATE/iceberg_bug_report.yml
index cfcabd0a6f..2137b24568 100644
--- a/.github/ISSUE_TEMPLATE/iceberg_bug_report.yml
+++ b/.github/ISSUE_TEMPLATE/iceberg_bug_report.yml
@@ -28,7 +28,8 @@ body:
       description: What Apache Iceberg version are you using?
       multiple: false
       options:
-        - "0.8.1 (latest release)"
+        - "0.9.0 (latest release)"
+        - "0.8.1"
         - "0.8.0"
         - "0.7.1"
         - "0.7.0"
diff --git a/dev/Dockerfile b/dev/Dockerfile
index e9cf952556..bb43ea1df8 100644
--- a/dev/Dockerfile
+++ b/dev/Dockerfile
@@ -40,7 +40,7 @@ WORKDIR ${SPARK_HOME}
 ENV SPARK_VERSION=3.5.4
 ENV ICEBERG_SPARK_RUNTIME_VERSION=3.5_2.12
 ENV ICEBERG_VERSION=1.8.0
-ENV PYICEBERG_VERSION=0.8.1
+ENV PYICEBERG_VERSION=0.9.0
 
 RUN curl --retry 5 -s -C - https://archive.apache.org/dist/spark/spark-${SPARK_VERSION}/spark-${SPARK_VERSION}-bin-hadoop3.tgz -o spark-${SPARK_VERSION}-bin-hadoop3.tgz \
  && tar xzf spark-${SPARK_VERSION}-bin-hadoop3.tgz --directory /opt/spark --strip-components 1 \

From 09b5db6a5866aa48ea5e9159240aa23a9056ceb0 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 11 Mar 2025 13:03:09 -0400
Subject: [PATCH 042/357] Build: Bump mkdocstrings from 0.28.2 to 0.29.0
 (#1781)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [mkdocstrings](https://github.com/mkdocstrings/mkdocstrings) from
0.28.2 to 0.29.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/mkdocstrings/releases">mkdocstrings's
releases</a>.</em></p>
<blockquote>
<h2>0.29.0</h2>
<h2><a
href="https://github.com/mkdocstrings/mkdocstrings/releases/tag/0.29.0">0.29.0</a>
- 2025-03-10</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/mkdocstrings/compare/0.28.3...0.29.0">Compare
with 0.28.3</a><!-- raw HTML omitted --></p>
<p><strong>This is the last version before v1!</strong></p>
<h3>Build</h3>
<ul>
<li>Depend on MkDocs 1.6 (<a
href="https://github.com/mkdocstrings/mkdocstrings/commit/11bc400ab7089a47755f24a790c08f2f904c570b">11bc400</a>
by Timothée Mazzucotelli).</li>
</ul>
<h3>Features</h3>
<ul>
<li>Support rendering backlinks through handlers (<a
href="https://github.com/mkdocstrings/mkdocstrings/commit/d4c7b9c42f2de5df234c1ffefae0405a120e383c">d4c7b9c</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/mkdocstrings/issues/723">Issue-723</a>,
<a
href="https://redirect.github.com/mkdocstrings/python/issues/153">Issue-mkdocstrings-python-153</a>,
<a
href="https://redirect.github.com/mkdocstrings/mkdocstrings/pull/739">PR-739</a></li>
</ul>
<h3>Code Refactoring</h3>
<ul>
<li>Save and forward titles to autorefs (<a
href="https://github.com/mkdocstrings/mkdocstrings/commit/f49fb29582714795ca03febf1ee243aa2992917e">f49fb29</a>
by Timothée Mazzucotelli).</li>
<li>Use a combined event (each split with a different priority) for
<code>on_env</code> (<a
href="https://github.com/mkdocstrings/mkdocstrings/commit/8d1dd754b4babd3c4f9e6c1d8856be57fe4ba9ea">8d1dd75</a>
by Timothée Mazzucotelli).</li>
</ul>
<h2>0.28.3</h2>
<h2><a
href="https://github.com/mkdocstrings/mkdocstrings/releases/tag/0.28.3">0.28.3</a>
- 2025-03-08</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/mkdocstrings/compare/0.28.2...0.28.3">Compare
with 0.28.2</a><!-- raw HTML omitted --></p>
<h3>Deprecations</h3>
<p>All public objects must now be imported from the top-level
<code>mkdocstrings</code> module. Importing from submodules is
deprecated, and will raise errors starting with v1. This should be the
last deprecation before v1.</p>
<h3>Build</h3>
<ul>
<li>Make <code>python</code> extra depend on latest mkdocstrings-python
(1.16.2) (<a
href="https://github.com/mkdocstrings/mkdocstrings/commit/ba9003e96c8e5e01900743d5c464cbd228d732f4">ba9003e</a>
by Timothée Mazzucotelli).</li>
</ul>
<h3>Code Refactoring</h3>
<ul>
<li>Finish exposing/hiding public/internal objects (<a
href="https://github.com/mkdocstrings/mkdocstrings/commit/0723fc25fdf5d45bc3b949f370712a706b85fbab">0723fc2</a>
by Timothée Mazzucotelli).</li>
<li>Re-expose public API in the top-level <code>mkdocstrings</code>
module (<a
href="https://github.com/mkdocstrings/mkdocstrings/commit/e66e08096d45f6790492d9a0b767d512e42f67a9">e66e080</a>
by Timothée Mazzucotelli).</li>
<li>Move modules to internal folder (<a
href="https://github.com/mkdocstrings/mkdocstrings/commit/23fe23f11011d0470a6342ca85e060e5ac2b6bd6">23fe23f</a>
by Timothée Mazzucotelli).</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/mkdocstrings/blob/main/CHANGELOG.md">mkdocstrings's
changelog</a>.</em></p>
<blockquote>
<h2><a
href="https://github.com/mkdocstrings/mkdocstrings/releases/tag/0.29.0">0.29.0</a>
- 2025-03-10</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/mkdocstrings/compare/0.28.3...0.29.0">Compare
with 0.28.3</a><!-- raw HTML omitted --></p>
<p><strong>This is the last version before v1!</strong></p>
<h3>Build</h3>
<ul>
<li>Depend on MkDocs 1.6 (<a
href="https://github.com/mkdocstrings/mkdocstrings/commit/11bc400ab7089a47755f24a790c08f2f904c570b">11bc400</a>
by Timothée Mazzucotelli).</li>
</ul>
<h3>Features</h3>
<ul>
<li>Support rendering backlinks through handlers (<a
href="https://github.com/mkdocstrings/mkdocstrings/commit/d4c7b9c42f2de5df234c1ffefae0405a120e383c">d4c7b9c</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/mkdocstrings/issues/723">Issue-723</a>,
<a
href="https://redirect.github.com/mkdocstrings/python/issues/153">Issue-mkdocstrings-python-153</a>,
<a
href="https://redirect.github.com/mkdocstrings/mkdocstrings/pull/739">PR-739</a></li>
</ul>
<h3>Code Refactoring</h3>
<ul>
<li>Save and forward titles to autorefs (<a
href="https://github.com/mkdocstrings/mkdocstrings/commit/f49fb29582714795ca03febf1ee243aa2992917e">f49fb29</a>
by Timothée Mazzucotelli).</li>
<li>Use a combined event (each split with a different priority) for
<code>on_env</code> (<a
href="https://github.com/mkdocstrings/mkdocstrings/commit/8d1dd754b4babd3c4f9e6c1d8856be57fe4ba9ea">8d1dd75</a>
by Timothée Mazzucotelli).</li>
</ul>
<h2><a
href="https://github.com/mkdocstrings/mkdocstrings/releases/tag/0.28.3">0.28.3</a>
- 2025-03-08</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/mkdocstrings/compare/0.28.2...0.28.3">Compare
with 0.28.2</a><!-- raw HTML omitted --></p>
<h3>Deprecations</h3>
<p>All public objects must now be imported from the top-level
<code>mkdocstrings</code> module. Importing from submodules is
deprecated, and will raise errors starting with v1. This should be the
last deprecation before v1.</p>
<h3>Build</h3>
<ul>
<li>Make <code>python</code> extra depend on latest mkdocstrings-python
(1.16.2) (<a
href="https://github.com/mkdocstrings/mkdocstrings/commit/ba9003e96c8e5e01900743d5c464cbd228d732f4">ba9003e</a>
by Timothée Mazzucotelli).</li>
</ul>
<h3>Code Refactoring</h3>
<ul>
<li>Finish exposing/hiding public/internal objects (<a
href="https://github.com/mkdocstrings/mkdocstrings/commit/0723fc25fdf5d45bc3b949f370712a706b85fbab">0723fc2</a>
by Timothée Mazzucotelli).</li>
<li>Re-expose public API in the top-level <code>mkdocstrings</code>
module (<a
href="https://github.com/mkdocstrings/mkdocstrings/commit/e66e08096d45f6790492d9a0b767d512e42f67a9">e66e080</a>
by Timothée Mazzucotelli).</li>
<li>Move modules to internal folder (<a
href="https://github.com/mkdocstrings/mkdocstrings/commit/23fe23f11011d0470a6342ca85e060e5ac2b6bd6">23fe23f</a>
by Timothée Mazzucotelli).</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/mkdocstrings/mkdocstrings/commit/32e415d2ead0d524745ae90af78e1195c827f9ad"><code>32e415d</code></a>
chore: Prepare release 0.29.0</li>
<li><a
href="https://github.com/mkdocstrings/mkdocstrings/commit/44462d0096869dd7075d712e952bf6c3c905deb3"><code>44462d0</code></a>
Merge branch 'main' of github.com:mkdocstrings/mkdocstrings</li>
<li><a
href="https://github.com/mkdocstrings/mkdocstrings/commit/3366f5be7012aada5d8582c85ed92d76ccb1aa70"><code>3366f5b</code></a>
docs: Escape <code>\&lt;p&gt;</code> in docstrings</li>
<li><a
href="https://github.com/mkdocstrings/mkdocstrings/commit/d4c7b9c42f2de5df234c1ffefae0405a120e383c"><code>d4c7b9c</code></a>
feat: Support rendering backlinks through handlers</li>
<li><a
href="https://github.com/mkdocstrings/mkdocstrings/commit/f49fb29582714795ca03febf1ee243aa2992917e"><code>f49fb29</code></a>
refactor: Save and forward titles to autorefs</li>
<li><a
href="https://github.com/mkdocstrings/mkdocstrings/commit/8d1dd754b4babd3c4f9e6c1d8856be57fe4ba9ea"><code>8d1dd75</code></a>
refactor: Use a combined event (each split with a different priority)
for `on...</li>
<li><a
href="https://github.com/mkdocstrings/mkdocstrings/commit/11bc400ab7089a47755f24a790c08f2f904c570b"><code>11bc400</code></a>
build: Depend on MkDocs 1.6</li>
<li><a
href="https://github.com/mkdocstrings/mkdocstrings/commit/fd28fff07aa24e6e1381f67455980fc4364fb86b"><code>fd28fff</code></a>
chore: Prepare release 0.28.3</li>
<li><a
href="https://github.com/mkdocstrings/mkdocstrings/commit/0723fc25fdf5d45bc3b949f370712a706b85fbab"><code>0723fc2</code></a>
refactor: Finish exposing/hiding public/internal objects</li>
<li><a
href="https://github.com/mkdocstrings/mkdocstrings/commit/72e8baeb816e5c540a6d38e030ac20566ebb0d73"><code>72e8bae</code></a>
docs: Simplify API docs</li>
<li>Additional commits viewable in <a
href="https://github.com/mkdocstrings/mkdocstrings/compare/0.28.2...0.29.0">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock    | 13 ++++++-------
 pyproject.toml |  2 +-
 2 files changed, 7 insertions(+), 8 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index fef50fa6a4..682bd50191 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2606,14 +2606,14 @@ mkdocs = ">=1.2"
 
 [[package]]
 name = "mkdocstrings"
-version = "0.28.2"
+version = "0.29.0"
 description = "Automatic documentation from sources, for MkDocs."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "mkdocstrings-0.28.2-py3-none-any.whl", hash = "sha256:57f79c557e2718d217d6f6a81bf75a0de097f10e922e7e5e00f085c3f0ff6895"},
-    {file = "mkdocstrings-0.28.2.tar.gz", hash = "sha256:9b847266d7a588ea76a8385eaebe1538278b4361c0d1ce48ed005be59f053569"},
+    {file = "mkdocstrings-0.29.0-py3-none-any.whl", hash = "sha256:8ea98358d2006f60befa940fdebbbc88a26b37ecbcded10be726ba359284f73d"},
+    {file = "mkdocstrings-0.29.0.tar.gz", hash = "sha256:3657be1384543ce0ee82112c3e521bbf48e41303aa0c229b9ffcccba057d922e"},
 ]
 
 [package.dependencies]
@@ -2621,15 +2621,14 @@ importlib-metadata = {version = ">=4.6", markers = "python_version < \"3.10\""}
 Jinja2 = ">=2.11.1"
 Markdown = ">=3.6"
 MarkupSafe = ">=1.1"
-mkdocs = ">=1.4"
+mkdocs = ">=1.6"
 mkdocs-autorefs = ">=1.4"
-mkdocs-get-deps = ">=0.2"
 pymdown-extensions = ">=6.3"
 typing-extensions = {version = ">=4.1", markers = "python_version < \"3.10\""}
 
 [package.extras]
 crystal = ["mkdocstrings-crystal (>=0.3.4)"]
-python = ["mkdocstrings-python (>=0.5.2)"]
+python = ["mkdocstrings-python (>=1.16.2)"]
 python-legacy = ["mkdocstrings-python-legacy (>=0.2.1)"]
 
 [[package]]
@@ -5836,4 +5835,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "566cb89dc2575f03ee3a1157bb7a962b0f32fcac99cdd901034665291859173f"
+content-hash = "ed72f1555c25a3613a83dc390a66e5a3193134e3c74efb999f73ca594e9e7576"
diff --git a/pyproject.toml b/pyproject.toml
index a1827f8dd2..472f7ca976 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -105,7 +105,7 @@ docutils = "!=0.21.post1"   # https://github.com/python-poetry/poetry/issues/924
 mkdocs = "1.6.1"
 griffe = "1.6.0"
 jinja2 = "3.1.6"
-mkdocstrings = "0.28.2"
+mkdocstrings = "0.29.0"
 mkdocstrings-python = "1.16.2"
 mkdocs-literate-nav = "0.6.1"
 mkdocs-autorefs = "1.4.0"

From 2526bc873aa23eed4f221cbeb48d04957f23f5a4 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Tue, 11 Mar 2025 18:29:30 +0100
Subject: [PATCH 043/357] Fix strict projection for `string` and `binary`
 (#1774)

Follow up of https://github.com/apache/iceberg-rust/pull/946/. Looking
at Java, this should be fine:

- String:
https://github.com/apache/iceberg/blob/19330fa19f833f481063704c1e0122e068289259/api/src/main/java/org/apache/iceberg/transforms/Truncate.java#L364-L365
- Binary:
https://github.com/apache/iceberg/blob/19330fa19f833f481063704c1e0122e068289259/api/src/main/java/org/apache/iceberg/transforms/Truncate.java#L445-L446
---
 pyiceberg/transforms.py  |  7 ++++---
 tests/test_transforms.py | 18 ++++++++++++++++++
 2 files changed, 22 insertions(+), 3 deletions(-)

diff --git a/pyiceberg/transforms.py b/pyiceberg/transforms.py
index b8f0b975e6..4a652a2f4a 100644
--- a/pyiceberg/transforms.py
+++ b/pyiceberg/transforms.py
@@ -817,10 +817,11 @@ def strict_project(self, name: str, pred: BoundPredicate[Any]) -> Optional[Unbou
         if isinstance(pred.term, BoundTransform):
             return _project_transform_predicate(self, name, pred)
 
+        if isinstance(pred, BoundUnaryPredicate):
+            return pred.as_unbound(Reference(name))
+
         if isinstance(field_type, (IntegerType, LongType, DecimalType)):
-            if isinstance(pred, BoundUnaryPredicate):
-                return pred.as_unbound(Reference(name))
-            elif isinstance(pred, BoundLiteralPredicate):
+            if isinstance(pred, BoundLiteralPredicate):
                 return _truncate_number_strict(name, pred, self.transform(field_type))
             elif isinstance(pred, BoundNotIn):
                 return _set_apply_transform(name, pred, self.transform(field_type))
diff --git a/tests/test_transforms.py b/tests/test_transforms.py
index 51e8e23953..3ad3ff5a84 100644
--- a/tests/test_transforms.py
+++ b/tests/test_transforms.py
@@ -1281,6 +1281,9 @@ def test_negative_year_strict_upper_bound(bound_reference_date: BoundReference[i
 def test_strict_bucket_integer(bound_reference_int: BoundReference[int]) -> None:
     value = literal(100).to(IntegerType())
     transform = BucketTransform(num_buckets=10)
+
+    _assert_projection_strict(BoundIsNull(term=bound_reference_int), transform, AlwaysFalse)
+
     _assert_projection_strict(BoundNotEqualTo(term=bound_reference_int, literal=value), transform, NotEqualTo, "6")
 
     for expr in [BoundEqualTo, BoundLessThan, BoundLessThanOrEqual, BoundGreaterThan, BoundGreaterThanOrEqual]:
@@ -1294,6 +1297,9 @@ def test_strict_bucket_integer(bound_reference_int: BoundReference[int]) -> None
 def test_strict_bucket_long(bound_reference_long: BoundReference[int]) -> None:
     value = literal(100).to(LongType())
     transform = BucketTransform(num_buckets=10)
+
+    _assert_projection_strict(BoundIsNull(term=bound_reference_long), transform, AlwaysFalse)
+
     _assert_projection_strict(BoundNotEqualTo(term=bound_reference_long, literal=value), transform, NotEqualTo, "6")
 
     for expr in [BoundEqualTo, BoundLessThan, BoundLessThanOrEqual, BoundGreaterThan, BoundGreaterThanOrEqual]:
@@ -1308,6 +1314,9 @@ def test_strict_bucket_decimal(bound_reference_decimal: BoundReference[int]) ->
     dec = DecimalType(9, 2)
     value = literal("100.00").to(dec)
     transform = BucketTransform(num_buckets=10)
+
+    _assert_projection_strict(BoundIsNull(term=bound_reference_decimal), transform, AlwaysFalse)
+
     _assert_projection_strict(BoundNotEqualTo(term=bound_reference_decimal, literal=value), transform, NotEqualTo, "2")
 
     for expr in [BoundEqualTo, BoundLessThan, BoundLessThanOrEqual, BoundGreaterThan, BoundGreaterThanOrEqual]:
@@ -1321,6 +1330,9 @@ def test_strict_bucket_decimal(bound_reference_decimal: BoundReference[int]) ->
 def test_strict_bucket_string(bound_reference_str: BoundReference[int]) -> None:
     value = literal("abcdefg").to(StringType())
     transform = BucketTransform(num_buckets=10)
+
+    _assert_projection_strict(BoundIsNull(term=bound_reference_str), transform, AlwaysFalse)
+
     _assert_projection_strict(BoundNotEqualTo(term=bound_reference_str, literal=value), transform, NotEqualTo, "4")
 
     for expr in [BoundEqualTo, BoundLessThan, BoundLessThanOrEqual, BoundGreaterThan, BoundGreaterThanOrEqual]:
@@ -1334,6 +1346,9 @@ def test_strict_bucket_string(bound_reference_str: BoundReference[int]) -> None:
 def test_strict_bucket_bytes(bound_reference_binary: BoundReference[int]) -> None:
     value = literal(str.encode("abcdefg")).to(BinaryType())
     transform = BucketTransform(num_buckets=10)
+
+    _assert_projection_strict(BoundIsNull(term=bound_reference_binary), transform, AlwaysFalse)
+
     _assert_projection_strict(BoundNotEqualTo(term=bound_reference_binary, literal=value), transform, NotEqualTo, "4")
 
     for expr in [BoundEqualTo, BoundLessThan, BoundLessThanOrEqual, BoundGreaterThan, BoundGreaterThanOrEqual]:
@@ -1347,6 +1362,9 @@ def test_strict_bucket_bytes(bound_reference_binary: BoundReference[int]) -> Non
 def test_strict_bucket_uuid(bound_reference_uuid: BoundReference[int]) -> None:
     value = literal("00000000-0000-007b-0000-0000000001c8").to(UUIDType())
     transform = BucketTransform(num_buckets=10)
+
+    _assert_projection_strict(BoundIsNull(term=bound_reference_uuid), transform, AlwaysFalse)
+
     _assert_projection_strict(BoundNotEqualTo(term=bound_reference_uuid, literal=value), transform, NotEqualTo, "4")
 
     for expr in [BoundEqualTo, BoundLessThan, BoundLessThanOrEqual, BoundGreaterThan, BoundGreaterThanOrEqual]:

From 0f3f48d41bf128e705fc62e2d82fc9b48063f0f2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 11 Mar 2025 13:34:53 -0400
Subject: [PATCH 044/357] Build: Bump getdaft from 0.4.4 to 0.4.7 (#1780)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [getdaft](https://github.com/Eventual-Inc/Daft) from 0.4.4 to
0.4.7.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/Eventual-Inc/Daft/releases">getdaft's
releases</a>.</em></p>
<blockquote>
<h2>v0.4.7</h2>
<h2>What's Changed 🚀</h2>
<ul>
<li>build: build and publish daft package <a
href="https://github.com/kevinzwang"><code>@​kevinzwang</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3913">#3913</a>)</li>
<li>build: bump rust toolchain version <a
href="https://github.com/kevinzwang"><code>@​kevinzwang</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3910">#3910</a>)</li>
</ul>
<h2>✨ Features</h2>
<ul>
<li>feat: adds encode and decode for deflate, gzip, zlib <a
href="https://github.com/rchowell"><code>@​rchowell</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3907">#3907</a>)</li>
<li>feat(catalog): adds catalog ddl actions like create_table and
create_namespace <a
href="https://github.com/rchowell"><code>@​rchowell</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3902">#3902</a>)</li>
<li>feat(sql): adds the 'use' sql session statement <a
href="https://github.com/rchowell"><code>@​rchowell</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3912">#3912</a>)</li>
<li>feat(catalog): adds append and overwrite to table apis <a
href="https://github.com/rchowell"><code>@​rchowell</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3889">#3889</a>)</li>
<li>feat(catalog): adds additional table sources for Catalog.from_pydict
<a href="https://github.com/rchowell"><code>@​rchowell</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3901">#3901</a>)</li>
<li>feat: functions sinh, cosh, tanh <a
href="https://github.com/petern48"><code>@​petern48</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3903">#3903</a>)</li>
<li>feat: Functions log1p and expm1 <a
href="https://github.com/petern48"><code>@​petern48</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3887">#3887</a>)</li>
<li>feat: trig functions csc and sec <a
href="https://github.com/petern48"><code>@​petern48</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3884">#3884</a>)</li>
</ul>
<h2>🐛 Bug Fixes</h2>
<ul>
<li>fix: nightly build and local tpch benchmark workflow <a
href="https://github.com/kevinzwang"><code>@​kevinzwang</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3898">#3898</a>)</li>
<li>fix: add retry to getting GCS client config <a
href="https://github.com/kevinzwang"><code>@​kevinzwang</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3930">#3930</a>)</li>
<li>fix: bun install in build-wheel.yml <a
href="https://github.com/kevinzwang"><code>@​kevinzwang</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3932">#3932</a>)</li>
<li>fix: allow resolving tables at catalog root <a
href="https://github.com/rchowell"><code>@​rchowell</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3928">#3928</a>)</li>
<li>fix: Don't use <code>_position_to_field_name</code> <a
href="https://github.com/Fokko"><code>@​Fokko</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3917">#3917</a>)</li>
<li>fix: write_lance append mode when storage_options required <a
href="https://github.com/ascillitoe"><code>@​ascillitoe</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3924">#3924</a>)</li>
<li>fix(dashboard): get dashboard working again <a
href="https://github.com/universalmind303"><code>@​universalmind303</code></a>
(<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3918">#3918</a>)</li>
<li>fix: coalesce panics, supertype handling, and null handling bugs <a
href="https://github.com/rchowell"><code>@​rchowell</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3908">#3908</a>)</li>
<li>fix: small fix for pyspark+ray. <a
href="https://github.com/universalmind303"><code>@​universalmind303</code></a>
(<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3899">#3899</a>)</li>
<li>fix: map.get on empty dataset <a
href="https://github.com/universalmind303"><code>@​universalmind303</code></a>
(<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3892">#3892</a>)</li>
<li>fix: remove dashboard imports and dep <a
href="https://github.com/samster25"><code>@​samster25</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3888">#3888</a>)</li>
</ul>
<h2>🚀 Performance</h2>
<ul>
<li>perf: Reduce memory consumption for WARC reads and improve estimates
<a
href="https://github.com/desmondcheongzx"><code>@​desmondcheongzx</code></a>
(<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3935">#3935</a>)</li>
</ul>
<h2>📖 Documentation</h2>
<ul>
<li>docs: adds additional catalog and session documentation <a
href="https://github.com/rchowell"><code>@​rchowell</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3926">#3926</a>)</li>
<li>docs: add spark connect doc page <a
href="https://github.com/universalmind303"><code>@​universalmind303</code></a>
(<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3919">#3919</a>)</li>
<li>docs: adds a usage doc for catalogs <a
href="https://github.com/rchowell"><code>@​rchowell</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3878">#3878</a>)</li>
<li>docs: Add documentation for functions module <a
href="https://github.com/f4t4nt"><code>@​f4t4nt</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3880">#3880</a>)</li>
<li>docs: remove cairo <a
href="https://github.com/ccmao1130"><code>@​ccmao1130</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3900">#3900</a>)</li>
</ul>
<h2>👷 CI</h2>
<ul>
<li>ci: update all --release workflows <a
href="https://github.com/universalmind303"><code>@​universalmind303</code></a>
(<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3915">#3915</a>)</li>
<li>ci: replace build-artifact-s3 with new workflow, add local tpch
benches <a
href="https://github.com/kevinzwang"><code>@​kevinzwang</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3864">#3864</a>)</li>
</ul>
<h2>🔧 Maintenance</h2>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/c7df611b99d0fba7f3330b8829b97d328549da40"><code>c7df611</code></a>
perf: Reduce memory consumption for WARC reads and improve estimates (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3935">#3935</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/8163982d08449389310f5495526c640da117b35e"><code>8163982</code></a>
chore: use ref name instead of ref in tpch bench metadata (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3937">#3937</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/b6f85c5e59645c8f416be0c73ad7897999705877"><code>b6f85c5</code></a>
fix: nightly build and local tpch benchmark workflow (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3898">#3898</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/1d2acce925f87d905e9f2c13644bea26dd8a7516"><code>1d2acce</code></a>
fix: add retry to getting GCS client config (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3930">#3930</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/5618f210960199c0456e753b41ce8be3680a2049"><code>5618f21</code></a>
fix: bun install in build-wheel.yml (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3932">#3932</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/2b765a759061ec72a0eba971ec6da3a2920e2cb1"><code>2b765a7</code></a>
fix: allow resolving tables at catalog root (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3928">#3928</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/5f7c5b61e8ab04255b210c4978f0342fb13295de"><code>5f7c5b6</code></a>
docs: adds additional catalog and session documentation (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3926">#3926</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/a1e5ff30a444356b925df7f566aae4645fee8dfe"><code>a1e5ff3</code></a>
fix: Don't use <code>_position_to_field_name</code> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3917">#3917</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/c810a5885e00e32b85a79ae84a180d886d19d6e6"><code>c810a58</code></a>
ci: update all --release workflows (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3915">#3915</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/670345583155c3d759716b3b51404060c59cdf84"><code>6703455</code></a>
fix: write_lance append mode when storage_options required (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/3924">#3924</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/Eventual-Inc/Daft/compare/v0.4.4...v0.4.7">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
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---
 poetry.lock | 25 +++++++++++++------------
 1 file changed, 13 insertions(+), 12 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 682bd50191..369d486dea 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1600,23 +1600,24 @@ gcsfuse = ["fusepy"]
 
 [[package]]
 name = "getdaft"
-version = "0.4.4"
+version = "0.4.7"
 description = "Distributed Dataframes for Multimodal Data"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"daft\""
 files = [
-    {file = "getdaft-0.4.4-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:1b8d4bcb28360cbc2a1a68fa2190b879eae6413938136f89d8e96810d38b0958"},
-    {file = "getdaft-0.4.4-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:5f51a0406425398992b9d5203978a248e80c0b65027459c4e852bc92df9e1676"},
-    {file = "getdaft-0.4.4-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e84fd7168daf1e8c9a0fb012b7b91cd6bed5259a69207a0a0a3367345f7b78e6"},
-    {file = "getdaft-0.4.4-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c6ac26a29c6a732f56898731b982da1949fb0106bd9d33348421b5d9b253fcc1"},
-    {file = "getdaft-0.4.4-cp39-abi3-win_amd64.whl", hash = "sha256:576ccfc762d30a4c5003f98994e36b14d7afb1b4bea59d36d61efd277d863d11"},
-    {file = "getdaft-0.4.4.tar.gz", hash = "sha256:53d15b38ab6ac0a516200dfd60e1f517437d9b973f6dd06ebccdff9f8b293fe1"},
+    {file = "getdaft-0.4.7-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:ccb0977201a0a80c3725f912a65765b897cf58abd6cd3066c54eb48b0ffcb518"},
+    {file = "getdaft-0.4.7-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:f3baae28b6c94301f61b01a18926963b3d7e4c6c59698915f8aaa5369713a0a9"},
+    {file = "getdaft-0.4.7-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:646790c32986ab7a115201461c336bc7eded560ba21eccd86e002c1e79a3098d"},
+    {file = "getdaft-0.4.7-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:0646bb6dfa00681ecfb572656bebf1583584b6b9ace79193891ff86ea120a081"},
+    {file = "getdaft-0.4.7-cp39-abi3-win_amd64.whl", hash = "sha256:71857899b6fd6d7bf103c3cc3e9665532663a01661757195a645843513e53839"},
+    {file = "getdaft-0.4.7.tar.gz", hash = "sha256:2adcee423172abbcd45af1765082a379aa61af0dbb1692f582d771d96f5086b6"},
 ]
 
 [package.dependencies]
 fsspec = "*"
+importlib-metadata = {version = "*", markers = "python_full_version < \"3.10.0\""}
 pyarrow = ">=8.0.0"
 tqdm = "*"
 typing-extensions = {version = ">=4.0.0", markers = "python_full_version < \"3.10.0\""}
@@ -1626,7 +1627,7 @@ all = ["getdaft[aws,azure,deltalake,gcp,iceberg,numpy,pandas,ray,sql,unity]"]
 aws = ["boto3"]
 deltalake = ["deltalake"]
 hudi = ["pyarrow (>=8.0.0)"]
-iceberg = ["packaging", "pyiceberg (>=0.4.0)"]
+iceberg = ["packaging", "pyiceberg (>=0.7.0)"]
 lance = ["lancedb"]
 numpy = ["numpy"]
 pandas = ["pandas"]
@@ -2018,12 +2019,12 @@ version = "8.6.1"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev", "docs"]
+groups = ["main", "dev", "docs"]
 files = [
     {file = "importlib_metadata-8.6.1-py3-none-any.whl", hash = "sha256:02a89390c1e15fdfdc0d7c6b25cb3e62650d0494005c97d6f148bf5b9787525e"},
     {file = "importlib_metadata-8.6.1.tar.gz", hash = "sha256:310b41d755445d74569f993ccfc22838295d9fe005425094fad953d7f15c8580"},
 ]
-markers = {dev = "python_full_version < \"3.10.2\"", docs = "python_version < \"3.10\""}
+markers = {main = "extra == \"daft\" and python_version < \"3.10\"", dev = "python_full_version < \"3.10.2\"", docs = "python_version < \"3.10\""}
 
 [package.dependencies]
 zipp = ">=3.20"
@@ -5682,12 +5683,12 @@ version = "3.21.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev", "docs"]
+groups = ["main", "dev", "docs"]
 files = [
     {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
     {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
 ]
-markers = {dev = "python_full_version < \"3.10.2\"", docs = "python_version < \"3.10\""}
+markers = {main = "extra == \"daft\" and python_version < \"3.10\"", dev = "python_full_version < \"3.10.2\"", docs = "python_version < \"3.10\""}
 
 [package.extras]
 check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]

From 0bed73324665c47dbea3f5f12c14bac5a821972f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 11 Mar 2025 13:35:19 -0400
Subject: [PATCH 045/357] Build: Bump mkdocs-autorefs from 1.4.0 to 1.4.1
 (#1782)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [mkdocs-autorefs](https://github.com/mkdocstrings/autorefs) from
1.4.0 to 1.4.1.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/autorefs/releases">mkdocs-autorefs's
releases</a>.</em></p>
<blockquote>
<h2>1.4.1</h2>
<h2><a
href="https://github.com/mkdocstrings/autorefs/releases/tag/1.4.1">1.4.1</a>
- 2025-03-08</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/autorefs/compare/1.4.0...1.4.1">Compare
with 1.4.0</a><!-- raw HTML omitted --></p>
<h3>Code Refactoring</h3>
<ul>
<li>Store parent pages <em>and parent sections</em> in backlink
breadcrumbs (<a
href="https://github.com/mkdocstrings/autorefs/commit/67955ce5bf6b1b2cbea9c78b459e980f17bececc">67955ce</a>
by Timothée Mazzucotelli).</li>
<li>Ignore Markdown anchors when setting backlink metadata on autorefs
(<a
href="https://github.com/mkdocstrings/autorefs/commit/3ac47979c0371ba53e623284c76bb29985ee7037">3ac4797</a>
by Timothée Mazzucotelli).</li>
<li>Handle absence of <code>#</code> when computing relative URLs (<a
href="https://github.com/mkdocstrings/autorefs/commit/ca6461ebdb006897b012d1b92692ffffe9445ed2">ca6461e</a>
by Timothée Mazzucotelli).</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/autorefs/blob/main/CHANGELOG.md">mkdocs-autorefs's
changelog</a>.</em></p>
<blockquote>
<h2><a
href="https://github.com/mkdocstrings/autorefs/releases/tag/1.4.1">1.4.1</a>
- 2025-03-08</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/autorefs/compare/1.4.0...1.4.1">Compare
with 1.4.0</a><!-- raw HTML omitted --></p>
<h3>Code Refactoring</h3>
<ul>
<li>Store parent pages <em>and parent sections</em> in backlink
breadcrumbs (<a
href="https://github.com/mkdocstrings/autorefs/commit/67955ce5bf6b1b2cbea9c78b459e980f17bececc">67955ce</a>
by Timothée Mazzucotelli).</li>
<li>Ignore Markdown anchors when setting backlink metadata on autorefs
(<a
href="https://github.com/mkdocstrings/autorefs/commit/3ac47979c0371ba53e623284c76bb29985ee7037">3ac4797</a>
by Timothée Mazzucotelli).</li>
<li>Handle absence of <code>#</code> when computing relative URLs (<a
href="https://github.com/mkdocstrings/autorefs/commit/ca6461ebdb006897b012d1b92692ffffe9445ed2">ca6461e</a>
by Timothée Mazzucotelli).</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/mkdocstrings/autorefs/commit/0ee2b66fc971d163855e8059a979513390dc41ed"><code>0ee2b66</code></a>
chore: Prepare release 1.4.1</li>
<li><a
href="https://github.com/mkdocstrings/autorefs/commit/4110cf1f9db494b5b66d387f64128fc3411ddbfa"><code>4110cf1</code></a>
chore: Template upgrade</li>
<li><a
href="https://github.com/mkdocstrings/autorefs/commit/4192f414379f17cbc9f5670c88e88a1e46dbe4a0"><code>4192f41</code></a>
docs: Document <code>__eq__</code> method of backlink breadcrumbs</li>
<li><a
href="https://github.com/mkdocstrings/autorefs/commit/67955ce5bf6b1b2cbea9c78b459e980f17bececc"><code>67955ce</code></a>
refactor: Store parent pages <em>and parent sections</em> in backlink
breadcrumbs</li>
<li><a
href="https://github.com/mkdocstrings/autorefs/commit/3ac47979c0371ba53e623284c76bb29985ee7037"><code>3ac4797</code></a>
refactor: Ignore Markdown anchors when setting backlink metadata on
autorefs</li>
<li><a
href="https://github.com/mkdocstrings/autorefs/commit/ca6461ebdb006897b012d1b92692ffffe9445ed2"><code>ca6461e</code></a>
refactor: Handle absence of <code>#</code> when computing relative
URLs</li>
<li>See full diff in <a
href="https://github.com/mkdocstrings/autorefs/compare/1.4.0...1.4.1">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=mkdocs-autorefs&package-manager=pip&previous-version=1.4.0&new-version=1.4.1)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
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You can trigger Dependabot actions by commenting on this PR:
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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 369d486dea..fc74b1a15d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2485,14 +2485,14 @@ min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4) ; platform
 
 [[package]]
 name = "mkdocs-autorefs"
-version = "1.4.0"
+version = "1.4.1"
 description = "Automatically link across pages in MkDocs."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "mkdocs_autorefs-1.4.0-py3-none-any.whl", hash = "sha256:bad19f69655878d20194acd0162e29a89c3f7e6365ffe54e72aa3fd1072f240d"},
-    {file = "mkdocs_autorefs-1.4.0.tar.gz", hash = "sha256:a9c0aa9c90edbce302c09d050a3c4cb7c76f8b7b2c98f84a7a05f53d00392156"},
+    {file = "mkdocs_autorefs-1.4.1-py3-none-any.whl", hash = "sha256:9793c5ac06a6ebbe52ec0f8439256e66187badf4b5334b5fde0b128ec134df4f"},
+    {file = "mkdocs_autorefs-1.4.1.tar.gz", hash = "sha256:4b5b6235a4becb2b10425c2fa191737e415b37aa3418919db33e5d774c9db079"},
 ]
 
 [package.dependencies]
@@ -5836,4 +5836,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "ed72f1555c25a3613a83dc390a66e5a3193134e3c74efb999f73ca594e9e7576"
+content-hash = "02052453fc38454de10d6960d51aaadcf4c1745d21643de8ec06839f1d4f1e6e"
diff --git a/pyproject.toml b/pyproject.toml
index 472f7ca976..a224ad5eb4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -108,7 +108,7 @@ jinja2 = "3.1.6"
 mkdocstrings = "0.29.0"
 mkdocstrings-python = "1.16.2"
 mkdocs-literate-nav = "0.6.1"
-mkdocs-autorefs = "1.4.0"
+mkdocs-autorefs = "1.4.1"
 mkdocs-gen-files = "0.5.0"
 mkdocs-material = "9.6.7"
 mkdocs-material-extensions = "1.3.1"

From 7a437918c45ae373a5710e746adec389e2ee335f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 12 Mar 2025 11:35:04 +0100
Subject: [PATCH 046/357] Build: Bump sqlalchemy from 2.0.38 to 2.0.39 (#1787)

---
 poetry.lock | 116 ++++++++++++++++++++++++++--------------------------
 1 file changed, 58 insertions(+), 58 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index fc74b1a15d..ad36f841b7 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -5072,70 +5072,70 @@ test = ["pytest"]
 
 [[package]]
 name = "sqlalchemy"
-version = "2.0.38"
+version = "2.0.39"
 description = "Database Abstraction Library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"sql-postgres\" or extra == \"sql-sqlite\""
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+    {file = "sqlalchemy-2.0.39-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5493a8120d6fc185f60e7254fc056a6742f1db68c0f849cfc9ab46163c21df47"},
+    {file = "sqlalchemy-2.0.39-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b2cf5b5ddb69142511d5559c427ff00ec8c0919a1e6c09486e9c32636ea2b9dd"},
+    {file = "sqlalchemy-2.0.39-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:9f03143f8f851dd8de6b0c10784363712058f38209e926723c80654c1b40327a"},
+    {file = "sqlalchemy-2.0.39-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:06205eb98cb3dd52133ca6818bf5542397f1dd1b69f7ea28aa84413897380b06"},
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+    {file = "sqlalchemy-2.0.39-cp312-cp312-win_amd64.whl", hash = "sha256:2ed107331d188a286611cea9022de0afc437dd2d3c168e368169f27aa0f61338"},
+    {file = "sqlalchemy-2.0.39-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:fe193d3ae297c423e0e567e240b4324d6b6c280a048e64c77a3ea6886cc2aa87"},
+    {file = "sqlalchemy-2.0.39-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:79f4f502125a41b1b3b34449e747a6abfd52a709d539ea7769101696bdca6716"},
+    {file = "sqlalchemy-2.0.39-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8a10ca7f8a1ea0fd5630f02feb055b0f5cdfcd07bb3715fc1b6f8cb72bf114e4"},
+    {file = "sqlalchemy-2.0.39-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e6b0a1c7ed54a5361aaebb910c1fa864bae34273662bb4ff788a527eafd6e14d"},
+    {file = "sqlalchemy-2.0.39-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:52607d0ebea43cf214e2ee84a6a76bc774176f97c5a774ce33277514875a718e"},
+    {file = "sqlalchemy-2.0.39-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:c08a972cbac2a14810463aec3a47ff218bb00c1a607e6689b531a7c589c50723"},
+    {file = "sqlalchemy-2.0.39-cp313-cp313-win32.whl", hash = "sha256:23c5aa33c01bd898f879db158537d7e7568b503b15aad60ea0c8da8109adf3e7"},
+    {file = "sqlalchemy-2.0.39-cp313-cp313-win_amd64.whl", hash = "sha256:4dabd775fd66cf17f31f8625fc0e4cfc5765f7982f94dc09b9e5868182cb71c0"},
+    {file = "sqlalchemy-2.0.39-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:2600a50d590c22d99c424c394236899ba72f849a02b10e65b4c70149606408b5"},
+    {file = "sqlalchemy-2.0.39-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:4eff9c270afd23e2746e921e80182872058a7a592017b2713f33f96cc5f82e32"},
+    {file = "sqlalchemy-2.0.39-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2d7332868ce891eda48896131991f7f2be572d65b41a4050957242f8e935d5d7"},
+    {file = "sqlalchemy-2.0.39-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:125a7763b263218a80759ad9ae2f3610aaf2c2fbbd78fff088d584edf81f3782"},
+    {file = "sqlalchemy-2.0.39-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:04545042969833cb92e13b0a3019549d284fd2423f318b6ba10e7aa687690a3c"},
+    {file = "sqlalchemy-2.0.39-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:805cb481474e111ee3687c9047c5f3286e62496f09c0e82e8853338aaaa348f8"},
+    {file = "sqlalchemy-2.0.39-cp39-cp39-win32.whl", hash = "sha256:34d5c49f18778a3665d707e6286545a30339ad545950773d43977e504815fa70"},
+    {file = "sqlalchemy-2.0.39-cp39-cp39-win_amd64.whl", hash = "sha256:35e72518615aa5384ef4fae828e3af1b43102458b74a8c481f69af8abf7e802a"},
+    {file = "sqlalchemy-2.0.39-py3-none-any.whl", hash = "sha256:a1c6b0a5e3e326a466d809b651c63f278b1256146a377a528b6938a279da334f"},
+    {file = "sqlalchemy-2.0.39.tar.gz", hash = "sha256:5d2d1fe548def3267b4c70a8568f108d1fed7cbbeccb9cc166e05af2abc25c22"},
 ]
 
 [package.dependencies]

From 7969ea88b1e7177a019f67ad90d2cd8ab12977a1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 12 Mar 2025 11:54:51 +0100
Subject: [PATCH 047/357] Build: Bump mkdocstrings-python from 1.16.2 to 1.16.5
 (#1786)

---
 poetry.lock    | 10 +++++-----
 pyproject.toml |  2 +-
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index ad36f841b7..3ab87e4f0b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2634,20 +2634,20 @@ python-legacy = ["mkdocstrings-python-legacy (>=0.2.1)"]
 
 [[package]]
 name = "mkdocstrings-python"
-version = "1.16.2"
+version = "1.16.5"
 description = "A Python handler for mkdocstrings."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "mkdocstrings_python-1.16.2-py3-none-any.whl", hash = "sha256:ff7e719404e59ad1a72f1afbe854769984c889b8fa043c160f6c988e1ad9e966"},
-    {file = "mkdocstrings_python-1.16.2.tar.gz", hash = "sha256:942ec1a2e0481d28f96f93be3d6e343cab92a21e5baf01c37dd2d7236c4d0bd7"},
+    {file = "mkdocstrings_python-1.16.5-py3-none-any.whl", hash = "sha256:0899a12e356eab8e83720c63e15d0ff51cd96603216c837618de346e086b39ba"},
+    {file = "mkdocstrings_python-1.16.5.tar.gz", hash = "sha256:706b28dd0f59249a7c22cc5d517c9521e06c030b57e2a5478e1928a58f900abb"},
 ]
 
 [package.dependencies]
 griffe = ">=0.49"
 mkdocs-autorefs = ">=1.4"
-mkdocstrings = ">=0.28.2"
+mkdocstrings = ">=0.28.3"
 typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
 
 [[package]]
@@ -5836,4 +5836,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "02052453fc38454de10d6960d51aaadcf4c1745d21643de8ec06839f1d4f1e6e"
+content-hash = "23cf7612e3b4bdda09d8f7e922c8c0773eb4b25931e6e2ec888c57eec6b9516b"
diff --git a/pyproject.toml b/pyproject.toml
index a224ad5eb4..2732a434e6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -106,7 +106,7 @@ mkdocs = "1.6.1"
 griffe = "1.6.0"
 jinja2 = "3.1.6"
 mkdocstrings = "0.29.0"
-mkdocstrings-python = "1.16.2"
+mkdocstrings-python = "1.16.5"
 mkdocs-literate-nav = "0.6.1"
 mkdocs-autorefs = "1.4.1"
 mkdocs-gen-files = "0.5.0"

From 45480ee8a5b030e6a2477482cb8278973b3b3060 Mon Sep 17 00:00:00 2001
From: Kaushik Srinivasan <kaushik.srinii@gmail.com>
Date: Wed, 12 Mar 2025 17:16:43 -0400
Subject: [PATCH 048/357] Add unknown type (#1681)

Support for new type `Unknown`, part of Iceberg V3 spec. Closes of
#1553.

---------

Co-authored-by: Fokko Driesprong <fokko@apache.org>
---
 pyiceberg/avro/encoder.py             |  4 +++
 pyiceberg/avro/reader.py              |  8 ++++++
 pyiceberg/avro/resolver.py            | 12 +++++++++
 pyiceberg/avro/writer.py              |  6 +++++
 pyiceberg/catalog/hive.py             |  2 ++
 pyiceberg/conversions.py              | 12 +++++++++
 pyiceberg/io/pyarrow.py               |  9 +++++++
 pyiceberg/partitioning.py             |  4 +--
 pyiceberg/schema.py                   | 17 ++++++++++--
 pyiceberg/types.py                    | 20 ++++++++++++++-
 pyiceberg/utils/schema_conversion.py  |  9 +++++--
 tests/avro/test_reader.py             | 11 +++-----
 tests/avro/test_writer.py             | 13 +++-------
 tests/conftest.py                     |  2 +-
 tests/integration/test_reads.py       | 37 +++++++++++++++++++++++++++
 tests/test_transforms.py              | 26 +++++++++++++++++++
 tests/utils/test_schema_conversion.py | 15 ++++++-----
 17 files changed, 174 insertions(+), 33 deletions(-)

diff --git a/pyiceberg/avro/encoder.py b/pyiceberg/avro/encoder.py
index 755627e7f3..899c65a164 100644
--- a/pyiceberg/avro/encoder.py
+++ b/pyiceberg/avro/encoder.py
@@ -14,6 +14,7 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
+from typing import Any
 from uuid import UUID
 
 from pyiceberg.avro import STRUCT_DOUBLE, STRUCT_FLOAT
@@ -74,3 +75,6 @@ def write_uuid(self, uuid: UUID) -> None:
         if len(uuid.bytes) != 16:
             raise ValueError(f"Expected UUID to have 16 bytes, got: len({uuid.bytes!r})")
         return self.write(uuid.bytes)
+
+    def write_unknown(self, _: Any) -> None:
+        """Nulls are written as 0 bytes in avro, so we do nothing."""
diff --git a/pyiceberg/avro/reader.py b/pyiceberg/avro/reader.py
index a5578680d6..21f5d8077f 100644
--- a/pyiceberg/avro/reader.py
+++ b/pyiceberg/avro/reader.py
@@ -201,6 +201,14 @@ def skip(self, decoder: BinaryDecoder) -> None:
         decoder.skip(16)
 
 
+class UnknownReader(Reader):
+    def read(self, decoder: BinaryDecoder) -> None:
+        return None
+
+    def skip(self, decoder: BinaryDecoder) -> None:
+        pass
+
+
 @dataclass(frozen=True)
 class FixedReader(Reader):
     _len: int = dataclassfield()
diff --git a/pyiceberg/avro/resolver.py b/pyiceberg/avro/resolver.py
index 2a53f4869b..004af8bd4e 100644
--- a/pyiceberg/avro/resolver.py
+++ b/pyiceberg/avro/resolver.py
@@ -46,6 +46,7 @@
     TimeReader,
     TimestampReader,
     TimestamptzReader,
+    UnknownReader,
     UUIDReader,
 )
 from pyiceberg.avro.writer import (
@@ -66,6 +67,7 @@
     TimestamptzWriter,
     TimestampWriter,
     TimeWriter,
+    UnknownWriter,
     UUIDWriter,
     Writer,
 )
@@ -100,6 +102,7 @@
     TimestampType,
     TimestamptzType,
     TimeType,
+    UnknownType,
     UUIDType,
 )
 
@@ -193,6 +196,9 @@ def visit_uuid(self, uuid_type: UUIDType) -> Writer:
     def visit_binary(self, binary_type: BinaryType) -> Writer:
         return BinaryWriter()
 
+    def visit_unknown(self, unknown_type: UnknownType) -> Writer:
+        return UnknownWriter()
+
 
 CONSTRUCT_WRITER_VISITOR = ConstructWriter()
 
@@ -341,6 +347,9 @@ def visit_fixed(self, fixed_type: FixedType, partner: Optional[IcebergType]) ->
     def visit_binary(self, binary_type: BinaryType, partner: Optional[IcebergType]) -> Writer:
         return BinaryWriter()
 
+    def visit_unknown(self, unknown_type: UnknownType, partner: Optional[IcebergType]) -> Writer:
+        return UnknownWriter()
+
 
 class ReadSchemaResolver(PrimitiveWithPartnerVisitor[IcebergType, Reader]):
     __slots__ = ("read_types", "read_enums", "context")
@@ -471,6 +480,9 @@ def visit_fixed(self, fixed_type: FixedType, partner: Optional[IcebergType]) ->
     def visit_binary(self, binary_type: BinaryType, partner: Optional[IcebergType]) -> Reader:
         return BinaryReader()
 
+    def visit_unknown(self, unknown_type: UnknownType, partner: Optional[IcebergType]) -> Reader:
+        return UnknownReader()
+
 
 class SchemaPartnerAccessor(PartnerAccessor[IcebergType]):
     def schema_partner(self, partner: Optional[IcebergType]) -> Optional[IcebergType]:
diff --git a/pyiceberg/avro/writer.py b/pyiceberg/avro/writer.py
index b53230d3c7..51d2d1bcc6 100644
--- a/pyiceberg/avro/writer.py
+++ b/pyiceberg/avro/writer.py
@@ -113,6 +113,12 @@ def write(self, encoder: BinaryEncoder, val: UUID) -> None:
         encoder.write(val.bytes)
 
 
+@dataclass(frozen=True)
+class UnknownWriter(Writer):
+    def write(self, encoder: BinaryEncoder, val: Any) -> None:
+        encoder.write_unknown(val)
+
+
 @dataclass(frozen=True)
 class FixedWriter(Writer):
     _len: int = dataclassfield()
diff --git a/pyiceberg/catalog/hive.py b/pyiceberg/catalog/hive.py
index 7189b12c13..ec832727a2 100644
--- a/pyiceberg/catalog/hive.py
+++ b/pyiceberg/catalog/hive.py
@@ -110,6 +110,7 @@
     TimestampType,
     TimestamptzType,
     TimeType,
+    UnknownType,
     UUIDType,
 )
 from pyiceberg.utils.properties import property_as_bool, property_as_float
@@ -236,6 +237,7 @@ def _annotate_namespace(database: HiveDatabase, properties: Properties) -> HiveD
     UUIDType: "string",
     BinaryType: "binary",
     FixedType: "binary",
+    UnknownType: "void",
 }
 
 
diff --git a/pyiceberg/conversions.py b/pyiceberg/conversions.py
index de67cdfff0..7c1455d437 100644
--- a/pyiceberg/conversions.py
+++ b/pyiceberg/conversions.py
@@ -56,6 +56,7 @@
     TimestampType,
     TimestamptzType,
     TimeType,
+    UnknownType,
     UUIDType,
     strtobool,
 )
@@ -154,6 +155,12 @@ def _(_: DecimalType, value_str: str) -> Decimal:
     return Decimal(value_str)
 
 
+@partition_to_py.register(UnknownType)
+@handle_none
+def _(type_: UnknownType, _: str) -> None:
+    return None
+
+
 @singledispatch
 def to_bytes(
     primitive_type: PrimitiveType, _: Union[bool, bytes, Decimal, date, datetime, float, int, str, time, uuid.UUID]
@@ -324,3 +331,8 @@ def _(_: PrimitiveType, b: bytes) -> bytes:
 def _(primitive_type: DecimalType, buf: bytes) -> Decimal:
     unscaled = int.from_bytes(buf, "big", signed=True)
     return unscaled_to_decimal(unscaled, primitive_type.scale)
+
+
+@from_bytes.register(UnknownType)
+def _(type_: UnknownType, buf: bytes) -> None:
+    return None
diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index 7c8aaaab1b..d9f84a42ba 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -166,6 +166,7 @@
     TimestampType,
     TimestamptzType,
     TimeType,
+    UnknownType,
     UUIDType,
 )
 from pyiceberg.utils.concurrent import ExecutorFactory
@@ -670,6 +671,9 @@ def visit_string(self, _: StringType) -> pa.DataType:
     def visit_uuid(self, _: UUIDType) -> pa.DataType:
         return pa.binary(16)
 
+    def visit_unknown(self, _: UnknownType) -> pa.DataType:
+        return pa.null()
+
     def visit_binary(self, _: BinaryType) -> pa.DataType:
         return pa.large_binary()
 
@@ -1220,6 +1224,8 @@ def primitive(self, primitive: pa.DataType) -> PrimitiveType:
         elif pa.types.is_fixed_size_binary(primitive):
             primitive = cast(pa.FixedSizeBinaryType, primitive)
             return FixedType(primitive.byte_width)
+        elif pa.types.is_null(primitive):
+            return UnknownType()
 
         raise TypeError(f"Unsupported type: {primitive}")
 
@@ -1900,6 +1906,9 @@ def visit_uuid(self, uuid_type: UUIDType) -> str:
     def visit_binary(self, binary_type: BinaryType) -> str:
         return "BYTE_ARRAY"
 
+    def visit_unknown(self, unknown_type: UnknownType) -> str:
+        return "UNKNOWN"
+
 
 _PRIMITIVE_TO_PHYSICAL_TYPE_VISITOR = PrimitiveToPhysicalType()
 
diff --git a/pyiceberg/partitioning.py b/pyiceberg/partitioning.py
index 2bed2ce899..d33e13b438 100644
--- a/pyiceberg/partitioning.py
+++ b/pyiceberg/partitioning.py
@@ -444,7 +444,7 @@ def _(type: IcebergType, value: Optional[Union[int, datetime]]) -> Optional[int]
     elif isinstance(value, datetime):
         return datetime_to_micros(value)
     else:
-        raise ValueError(f"Unknown type: {value}")
+        raise ValueError(f"Type not recognized: {value}")
 
 
 @_to_partition_representation.register(DateType)
@@ -456,7 +456,7 @@ def _(type: IcebergType, value: Optional[Union[int, date]]) -> Optional[int]:
     elif isinstance(value, date):
         return date_to_days(value)
     else:
-        raise ValueError(f"Unknown type: {value}")
+        raise ValueError(f"Type not recognized: {value}")
 
 
 @_to_partition_representation.register(TimeType)
diff --git a/pyiceberg/schema.py b/pyiceberg/schema.py
index 5a373cb15f..7f6cfe9987 100644
--- a/pyiceberg/schema.py
+++ b/pyiceberg/schema.py
@@ -60,6 +60,7 @@
     TimestampType,
     TimestamptzType,
     TimeType,
+    UnknownType,
     UUIDType,
 )
 
@@ -531,8 +532,10 @@ def primitive(self, primitive: PrimitiveType, primitive_partner: Optional[P]) ->
             return self.visit_fixed(primitive, primitive_partner)
         elif isinstance(primitive, BinaryType):
             return self.visit_binary(primitive, primitive_partner)
+        elif isinstance(primitive, UnknownType):
+            return self.visit_unknown(primitive, primitive_partner)
         else:
-            raise ValueError(f"Unknown type: {primitive}")
+            raise ValueError(f"Type not recognized: {primitive}")
 
     @abstractmethod
     def visit_boolean(self, boolean_type: BooleanType, partner: Optional[P]) -> T:
@@ -590,6 +593,10 @@ def visit_fixed(self, fixed_type: FixedType, partner: Optional[P]) -> T:
     def visit_binary(self, binary_type: BinaryType, partner: Optional[P]) -> T:
         """Visit a BinaryType."""
 
+    @abstractmethod
+    def visit_unknown(self, unknown_type: UnknownType, partner: Optional[P]) -> T:
+        """Visit a UnknownType."""
+
 
 class PartnerAccessor(Generic[P], ABC):
     @abstractmethod
@@ -707,8 +714,10 @@ def primitive(self, primitive: PrimitiveType) -> T:
             return self.visit_uuid(primitive)
         elif isinstance(primitive, BinaryType):
             return self.visit_binary(primitive)
+        elif isinstance(primitive, UnknownType):
+            return self.visit_unknown(primitive)
         else:
-            raise ValueError(f"Unknown type: {primitive}")
+            raise ValueError(f"Type not recognized: {primitive}")
 
     @abstractmethod
     def visit_fixed(self, fixed_type: FixedType) -> T:
@@ -766,6 +775,10 @@ def visit_uuid(self, uuid_type: UUIDType) -> T:
     def visit_binary(self, binary_type: BinaryType) -> T:
         """Visit a BinaryType."""
 
+    @abstractmethod
+    def visit_unknown(self, unknown_type: UnknownType) -> T:
+        """Visit a UnknownType."""
+
 
 @dataclass(init=True, eq=True, frozen=True)
 class Accessor:
diff --git a/pyiceberg/types.py b/pyiceberg/types.py
index bd0eb7a5e9..456f9ad884 100644
--- a/pyiceberg/types.py
+++ b/pyiceberg/types.py
@@ -148,13 +148,15 @@ def handle_primitive_type(cls, v: Any, handler: ValidatorFunctionWrapHandler) ->
                 return UUIDType()
             if v == "binary":
                 return BinaryType()
+            if v == "unknown":
+                return UnknownType()
             if v.startswith("fixed"):
                 return FixedType(_parse_fixed_type(v))
             if v.startswith("decimal"):
                 precision, scale = _parse_decimal_type(v)
                 return DecimalType(precision, scale)
             else:
-                raise ValueError(f"Unknown type: {v}")
+                raise ValueError(f"Type not recognized: {v}")
         if isinstance(v, dict) and cls == IcebergType:
             complex_type = v.get("type")
             if complex_type == "list":
@@ -747,3 +749,19 @@ class BinaryType(PrimitiveType):
     """
 
     root: Literal["binary"] = Field(default="binary")
+
+
+class UnknownType(PrimitiveType):
+    """An unknown data type in Iceberg can be represented using an instance of this class.
+
+    Unknowns in Iceberg are used to represent data types that are not known at the time of writing.
+
+    Example:
+        >>> column_foo = UnknownType()
+        >>> isinstance(column_foo, UnknownType)
+        True
+        >>> column_foo
+        UnknownType()
+    """
+
+    root: Literal["unknown"] = Field(default="unknown")
diff --git a/pyiceberg/utils/schema_conversion.py b/pyiceberg/utils/schema_conversion.py
index 8a303b7fb5..17eb2051ff 100644
--- a/pyiceberg/utils/schema_conversion.py
+++ b/pyiceberg/utils/schema_conversion.py
@@ -47,6 +47,7 @@
     TimestampType,
     TimestamptzType,
     TimeType,
+    UnknownType,
     UUIDType,
 )
 from pyiceberg.utils.decimal import decimal_required_bytes
@@ -62,6 +63,7 @@
     "long": LongType(),
     "string": StringType(),
     "enum": StringType(),
+    "null": UnknownType(),
 }
 
 LOGICAL_FIELD_TYPE_MAPPING: Dict[Tuple[str, str], PrimitiveType] = {
@@ -209,9 +211,9 @@ def _convert_schema(self, avro_type: Union[str, Dict[str, Any]]) -> IcebergType:
                 elif isinstance(type_identifier, str) and type_identifier in PRIMITIVE_FIELD_TYPE_MAPPING:
                     return PRIMITIVE_FIELD_TYPE_MAPPING[type_identifier]
                 else:
-                    raise TypeError(f"Unknown type: {avro_type}")
+                    raise TypeError(f"Type not recognized: {avro_type}")
         else:
-            raise TypeError(f"Unknown type: {avro_type}")
+            raise TypeError(f"Type not recognized: {avro_type}")
 
     def _convert_field(self, field: Dict[str, Any]) -> NestedField:
         """Convert an Avro field into an Iceberg equivalent field.
@@ -618,3 +620,6 @@ def visit_uuid(self, uuid_type: UUIDType) -> AvroType:
 
     def visit_binary(self, binary_type: BinaryType) -> AvroType:
         return "bytes"
+
+    def visit_unknown(self, unknown_type: UnknownType) -> AvroType:
+        return "null"
diff --git a/tests/avro/test_reader.py b/tests/avro/test_reader.py
index c97d421d87..c713201bc0 100644
--- a/tests/avro/test_reader.py
+++ b/tests/avro/test_reader.py
@@ -37,6 +37,7 @@
     TimeReader,
     TimestampReader,
     TimestamptzReader,
+    UnknownReader,
     UUIDReader,
 )
 from pyiceberg.avro.resolver import construct_reader
@@ -55,12 +56,12 @@
     IntegerType,
     LongType,
     NestedField,
-    PrimitiveType,
     StringType,
     StructType,
     TimestampType,
     TimestamptzType,
     TimeType,
+    UnknownType,
     UUIDType,
 )
 
@@ -325,13 +326,7 @@ def test_binary_reader() -> None:
 
 
 def test_unknown_type() -> None:
-    class UnknownType(PrimitiveType):
-        root: str = "UnknownType"
-
-    with pytest.raises(ValueError) as exc_info:
-        construct_reader(UnknownType())
-
-    assert "Unknown type:" in str(exc_info.value)
+    assert construct_reader(UnknownType()) == UnknownReader()
 
 
 def test_uuid_reader() -> None:
diff --git a/tests/avro/test_writer.py b/tests/avro/test_writer.py
index 39b8ecc393..951be7e7da 100644
--- a/tests/avro/test_writer.py
+++ b/tests/avro/test_writer.py
@@ -21,8 +21,6 @@
 from _decimal import Decimal
 from typing import Dict, List
 
-import pytest
-
 from pyiceberg.avro.encoder import BinaryEncoder
 from pyiceberg.avro.resolver import construct_writer
 from pyiceberg.avro.writer import (
@@ -38,6 +36,7 @@
     TimestamptzWriter,
     TimestampWriter,
     TimeWriter,
+    UnknownWriter,
     UUIDWriter,
 )
 from pyiceberg.typedef import Record
@@ -54,12 +53,12 @@
     LongType,
     MapType,
     NestedField,
-    PrimitiveType,
     StringType,
     StructType,
     TimestampType,
     TimestamptzType,
     TimeType,
+    UnknownType,
     UUIDType,
 )
 
@@ -127,13 +126,7 @@ def test_binary_writer() -> None:
 
 
 def test_unknown_type() -> None:
-    class UnknownType(PrimitiveType):
-        root: str = "UnknownType"
-
-    with pytest.raises(ValueError) as exc_info:
-        construct_writer(UnknownType())
-
-    assert "Unknown type:" in str(exc_info.value)
+    assert construct_writer(UnknownType()) == UnknownWriter()
 
 
 def test_uuid_writer() -> None:
diff --git a/tests/conftest.py b/tests/conftest.py
index e9abd9bf23..1cbb3cfa4d 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -921,7 +921,7 @@ def generate_snapshot(
                 {"id": 2, "name": "y", "required": True, "type": "long", "doc": "comment"},
                 {"id": 3, "name": "z", "required": True, "type": "long"},
                 # TODO: Add unknown, timestamp(tz)_ns
-                # {"id": 4, "name": "u", "required": True, "type": "unknown"},
+                {"id": 4, "name": "u", "required": True, "type": "unknown"},
                 # {"id": 5, "name": "ns", "required": True, "type": "timestamp_ns"},
                 # {"id": 6, "name": "nstz", "required": True, "type": "timestamptz_ns"},
             ],
diff --git a/tests/integration/test_reads.py b/tests/integration/test_reads.py
index ee5f8a2574..1eb3500a17 100644
--- a/tests/integration/test_reads.py
+++ b/tests/integration/test_reads.py
@@ -56,6 +56,7 @@
     NestedField,
     StringType,
     TimestampType,
+    UnknownType,
 )
 from pyiceberg.utils.concurrent import ExecutorFactory
 
@@ -978,3 +979,39 @@ def test_scan_with_datetime(catalog: Catalog) -> None:
 
     df = table.scan(row_filter=LessThan("datetime", yesterday)).to_pandas()
     assert len(df) == 0
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive")])
+def test_read_unknown_type(catalog: Catalog) -> None:
+    identifier = "default.test_table_read_unknown_type"
+    arrow_table = pa.Table.from_pydict(
+        {
+            "int": [1, 2],
+            "string": ["a", "b"],
+            "unknown": [None, None],
+        },
+        schema=pa.schema(
+            [
+                pa.field("int", pa.int32(), nullable=True),
+                pa.field("string", pa.string(), nullable=True),
+                pa.field("unknown", pa.null(), nullable=True),
+            ],
+        ),
+    )
+
+    try:
+        catalog.drop_table(identifier)
+    except NoSuchTableError:
+        pass
+
+    tbl = catalog.create_table(
+        identifier,
+        schema=arrow_table.schema,
+    )
+
+    tbl.append(arrow_table)
+
+    assert tbl.schema().find_type("unknown") == UnknownType()
+    result_table = tbl.scan().to_arrow()
+    assert result_table["unknown"].to_pylist() == [None, None]
diff --git a/tests/test_transforms.py b/tests/test_transforms.py
index 3ad3ff5a84..8987f8b189 100644
--- a/tests/test_transforms.py
+++ b/tests/test_transforms.py
@@ -106,6 +106,7 @@
     TimestampType,
     TimestamptzType,
     TimeType,
+    UnknownType,
     UUIDType,
 )
 from pyiceberg.utils.datetime import (
@@ -202,6 +203,31 @@ def test_bucket_method(type_var: PrimitiveType) -> None:
     assert bucket_transform.to_human_string(type_var, "test") == "test"
 
 
+@pytest.mark.parametrize(
+    "test_transform",
+    [
+        BucketTransform(8),
+        TruncateTransform(10),
+        YearTransform(),
+        MonthTransform(),
+        DayTransform(),
+        HourTransform(),
+        UnknownTransform("unknown"),
+    ],
+)
+def test_transforms_unknown_type(test_transform: Transform[Any, Any]) -> None:
+    assert not test_transform.can_transform(UnknownType())
+    with pytest.raises((ValueError, AttributeError)):
+        test_transform.transform(UnknownType())
+
+
+def test_identity_transform_unknown_type() -> None:
+    assert IdentityTransform().can_transform(UnknownType())
+    assert IdentityTransform().result_type(UnknownType()) == UnknownType()
+    assert IdentityTransform().transform(UnknownType())(None) is None
+    assert IdentityTransform().to_human_string(UnknownType(), None) == "null"
+
+
 def test_string_with_surrogate_pair() -> None:
     string_with_surrogate_pair = "string with a surrogate pair: 💰"
     as_bytes = bytes(string_with_surrogate_pair, UTF8)
diff --git a/tests/utils/test_schema_conversion.py b/tests/utils/test_schema_conversion.py
index 2c42c445e4..e60a89563f 100644
--- a/tests/utils/test_schema_conversion.py
+++ b/tests/utils/test_schema_conversion.py
@@ -33,6 +33,7 @@
     NestedField,
     StringType,
     StructType,
+    UnknownType,
 )
 from pyiceberg.utils.schema_conversion import AvroSchemaConversion
 
@@ -263,19 +264,19 @@ def test_fixed_type() -> None:
 
 
 def test_unknown_primitive() -> None:
-    with pytest.raises(TypeError) as exc_info:
-        avro_type = "UnknownType"
-        AvroSchemaConversion()._convert_schema(avro_type)
-    assert "Unknown type: UnknownType" in str(exc_info.value)
+    avro_type = "null"
+    actual = AvroSchemaConversion()._convert_schema(avro_type)
+    expected = UnknownType()
+    assert actual == expected
 
 
-def test_unknown_complex_type() -> None:
+def test_unrecognized_complex_type() -> None:
     with pytest.raises(TypeError) as exc_info:
         avro_type = {
-            "type": "UnknownType",
+            "type": "UnrecognizedType",
         }
         AvroSchemaConversion()._convert_schema(avro_type)
-    assert "Unknown type: {'type': 'UnknownType'}" in str(exc_info.value)
+    assert "Type not recognized: {'type': 'UnrecognizedType'}" in str(exc_info.value)
 
 
 def test_convert_field_without_field_id() -> None:

From c8fba531354bd0e7737750da6c1daeac04608ad6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 15 Mar 2025 13:41:56 -0400
Subject: [PATCH 049/357] Build: Bump mkdocs-material from 9.6.7 to 9.6.8
 (#1792)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [mkdocs-material](https://github.com/squidfunk/mkdocs-material)
from 9.6.7 to 9.6.8.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/squidfunk/mkdocs-material/releases">mkdocs-material's
releases</a>.</em></p>
<blockquote>
<h2>mkdocs-material-9.6.8</h2>
<ul>
<li>Added Welsh translations</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8076">#8076</a>:
Privacy plugin crashes if HTTP download fails</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/squidfunk/mkdocs-material/blob/master/CHANGELOG">mkdocs-material's
changelog</a>.</em></p>
<blockquote>
<p>mkdocs-material-9.6.8+insiders-4.53.16 (2025-03-13)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8019">#8019</a>:
Tooltips have precedence over instant previews</li>
</ul>
<p>mkdocs-material-9.6.8 (2025-03-13)</p>
<ul>
<li>Added Welsh translations</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8076">#8076</a>:
Privacy plugin crashes if HTTP download fails</li>
</ul>
<p>mkdocs-material-9.6.7 (2025-03-03)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8056">#8056</a>:
Error in backrefs implementation (9.6.6 regression)</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8054">#8054</a>:
Unescaped quotes in ARIA labels of table of contents</li>
</ul>
<p>mkdocs-material-9.6.6 (2025-03-01)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8040">#8040</a>:
Privacy plugin not replacing exteral assets (9.6.5 regression)</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8031">#8031</a>:
Replace unmaintained regex package in search plugin</li>
</ul>
<p>mkdocs-material-9.6.5 (2025-02-20)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8016">#8016</a>:
Tags listing not showing when when file name has spaces</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8012">#8012</a>:
Privacy plugin crashes if HTTP download fails</li>
</ul>
<p>mkdocs-material-9.6.4 (2025-02-12)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/7985">#7985</a>:
Blog content sometimes not stretching to full width</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/7978">#7978</a>:
Navigation rendering bug in Safari 18.3</li>
</ul>
<p>mkdocs-material-9.6.3 (2025-02-07)</p>
<ul>
<li>Fixed rendering of arrow heads in Mermaid.js class diagrams</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/7960">#7960</a>:
Tags plugin crashes on numeric metadata titles</li>
</ul>
<p>mkdocs-material-9.6.2 (2025-02-03)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/7955">#7955</a>:
Excessively long words don't break on narrow screens</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/7947">#7947</a>:
Scope setting interferes with outdated version banner</li>
</ul>
<p>mkdocs-material-9.6.1 (2025-01-31)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/7943">#7943</a>:
Tags plugin crashing due to merge error</li>
</ul>
<p>mkdocs-material-9.6.0 (2025-01-31)</p>
<ul>
<li>Added meta plugin</li>
<li>Rewrite of the tags plugin</li>
<li>Added support for allow lists in tags plugin</li>
<li>Added support for and custom sorting in tags plugin</li>
<li>Added support for related links in blog plugin</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/a43d2235b1dd16b447c3a04454070b328b509a81"><code>a43d223</code></a>
Prepare 9.6.8 release</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/76a66b7597fc89c7c83e597167e3ff61b9afaac3"><code>76a66b7</code></a>
Fixed error in translations partial</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/1c5e112549abd05fce7cc611e971a29ba3b62e66"><code>1c5e112</code></a>
Integrated Welsh translations</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/c8d26549ce62a5368dbc099cf16561eac0eb3da4"><code>c8d2654</code></a>
Added translations for Welsh 🏴󠁧󠁢󠁷󠁬󠁳󠁿 (<a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8081">#8081</a>)</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/742150dec1f18de8f421db5caee62382d2781cdd"><code>742150d</code></a>
Revert &quot;Fixed sidebar on Firefox mobile (<a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8083">#8083</a>)&quot;
(<a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8084">#8084</a>)</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/a303a01c58118dfea6894b3ab42a555a36c10dc7"><code>a303a01</code></a>
Fixed sidebar on Firefox mobile (<a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8083">#8083</a>)</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/74a7835b356b5e06257244c5bf6aba3f1398b883"><code>74a7835</code></a>
Fixed privacy plugin crashing on non-existent file</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/00b0b5b59281ed0e258ade6bc2b3c4ccb5df78df"><code>00b0b5b</code></a>
Updated README</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/5b9c8759e1c694e4d10ab85784b48767f726c164"><code>5b9c875</code></a>
WIP</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/9e6c0674d65a5ad5322c673707d1fda62c1a5e9d"><code>9e6c067</code></a>
Updated changelog</li>
<li>Additional commits viewable in <a
href="https://github.com/squidfunk/mkdocs-material/compare/9.6.7...9.6.8">compare
view</a></li>
</ul>
</details>
<br />


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<br />

You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 3ab87e4f0b..485c0bb10a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2550,14 +2550,14 @@ mkdocs = ">=1.0.3"
 
 [[package]]
 name = "mkdocs-material"
-version = "9.6.7"
+version = "9.6.8"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
 groups = ["docs"]
 files = [
-    {file = "mkdocs_material-9.6.7-py3-none-any.whl", hash = "sha256:8a159e45e80fcaadd9fbeef62cbf928569b93df954d4dc5ba76d46820caf7b47"},
-    {file = "mkdocs_material-9.6.7.tar.gz", hash = "sha256:3e2c1fceb9410056c2d91f334a00cdea3215c28750e00c691c1e46b2a33309b4"},
+    {file = "mkdocs_material-9.6.8-py3-none-any.whl", hash = "sha256:0a51532dd8aa80b232546c073fe3ef60dfaef1b1b12196ac7191ee01702d1cf8"},
+    {file = "mkdocs_material-9.6.8.tar.gz", hash = "sha256:8de31bb7566379802532b248bd56d9c4bc834afc4625884bf5769f9412c6a354"},
 ]
 
 [package.dependencies]
@@ -5836,4 +5836,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "23cf7612e3b4bdda09d8f7e922c8c0773eb4b25931e6e2ec888c57eec6b9516b"
+content-hash = "d8bca3d169e99d4d78fa23c440174aec708d39e165b2c985bd8b3ac3459c153a"
diff --git a/pyproject.toml b/pyproject.toml
index 2732a434e6..5ca38c3093 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -110,7 +110,7 @@ mkdocstrings-python = "1.16.5"
 mkdocs-literate-nav = "0.6.1"
 mkdocs-autorefs = "1.4.1"
 mkdocs-gen-files = "0.5.0"
-mkdocs-material = "9.6.7"
+mkdocs-material = "9.6.8"
 mkdocs-material-extensions = "1.3.1"
 mkdocs-section-index = "0.3.9"
 

From 81704c72823169ad6ca5442268f37a62e0bf8f26 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 15 Mar 2025 13:42:02 -0400
Subject: [PATCH 050/357] Build: Bump duckdb from 1.2.0 to 1.2.1 (#1793)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [duckdb](https://github.com/duckdb/duckdb) from 1.2.0 to 1.2.1.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/duckdb/duckdb/releases">duckdb's
releases</a>.</em></p>
<blockquote>
<h2>v1.2.1 Bugfix Release</h2>
<p>This is a bug fix release for various issues discovered after we
released 1.2.0. There are no new major features, just bug fixes.
Database files created by DuckDB versions all the way back to v0.9.* can
be read by this version.</p>
<h2>What's Changed</h2>
<ul>
<li>[Dev] MultiFileReader fix InternalError in CreateFilterMap by <a
href="https://github.com/Tishj"><code>@​Tishj</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16114">duckdb/duckdb#16114</a></li>
<li>[bug-fix] Avoid throwing in catch block for failed commits by <a
href="https://github.com/Vegetable26"><code>@​Vegetable26</code></a> in
<a
href="https://redirect.github.com/duckdb/duckdb/pull/15903">duckdb/duckdb#15903</a></li>
<li>Issue <a
href="https://redirect.github.com/duckdb/duckdb/issues/16098">#16098</a>:
ValidEnd Parallel Vectorisation by <a
href="https://github.com/hawkfish"><code>@​hawkfish</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16140">duckdb/duckdb#16140</a></li>
<li>Adding an extension option shouldn't delete a set value and promote
unrecognized options by <a
href="https://github.com/bleskes"><code>@​bleskes</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/15919">duckdb/duckdb#15919</a></li>
<li>Parquet writer: Re-implement GetRowSize for Strings by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16178">duckdb/duckdb#16178</a></li>
<li>Fix <a
href="https://redirect.github.com/duckdb/duckdb/issues/16157">#16157</a>:
correctly get the first row when reading hive partitions from a
dictionary vector by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16180">duckdb/duckdb#16180</a></li>
<li>Fix <a
href="https://redirect.github.com/duckdb/duckdb/issues/16122">#16122</a>:
bind default values in a sub-binder to avoid modifying the catalog
search path of the current binder by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16181">duckdb/duckdb#16181</a></li>
<li>Fix <a
href="https://redirect.github.com/duckdb/duckdb/issues/16134">#16134</a>:
when a catalog/schema/table has the same name, we prefer to suggest the
table name by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16189">duckdb/duckdb#16189</a></li>
<li>Ensure MergeCollectionTask has a writer by <a
href="https://github.com/ywelsch"><code>@​ywelsch</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16207">duckdb/duckdb#16207</a></li>
<li>Backport <a
href="https://redirect.github.com/duckdb/duckdb/issues/16115">#16115</a>
by <a
href="https://github.com/NiclasHaderer"><code>@​NiclasHaderer</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16227">duckdb/duckdb#16227</a></li>
<li>Deleted copy constructor of pending query by <a
href="https://github.com/NiclasHaderer"><code>@​NiclasHaderer</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16242">duckdb/duckdb#16242</a></li>
<li>Correctly report errors caused by get_database in C extensions by <a
href="https://github.com/mlafeldt"><code>@​mlafeldt</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16253">duckdb/duckdb#16253</a></li>
<li>use random seeds for bernoulli sample when parallel is enabled by <a
href="https://github.com/Tmonster"><code>@​Tmonster</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16223">duckdb/duckdb#16223</a></li>
<li>Parquet Reader: avoid caching the compressed buffer in the
ColumnReader by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16263">duckdb/duckdb#16263</a></li>
<li>Fix <a
href="https://redirect.github.com/duckdb/duckdb/issues/16260">#16260</a>:
correctly handle parameters in getvariable by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16264">duckdb/duckdb#16264</a></li>
<li>Avoid calling SetFilterAlwaysTrue multiple times in
RowGroup::CheckZonemap by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16269">duckdb/duckdb#16269</a></li>
<li>[Fix] Scanning from normal leaf to nested leaf by <a
href="https://github.com/taniabogatsch"><code>@​taniabogatsch</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16270">duckdb/duckdb#16270</a></li>
<li>Fix <a
href="https://redirect.github.com/duckdb/duckdb/issues/16231">#16231</a>:
refer to order by condition in ARRAY(SUBQUERY) by alias instead of by
index by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16272">duckdb/duckdb#16272</a></li>
<li>Fix <a
href="https://redirect.github.com/duckdb/duckdb/issues/16257">#16257</a>
by <a href="https://github.com/lnkuiper"><code>@​lnkuiper</code></a> in
<a
href="https://redirect.github.com/duckdb/duckdb/pull/16275">duckdb/duckdb#16275</a></li>
<li>AFL Tests for the CSV reader by <a
href="https://github.com/pdet"><code>@​pdet</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16280">duckdb/duckdb#16280</a></li>
<li>Issue <a
href="https://redirect.github.com/duckdb/duckdb/issues/16250">#16250</a>:
Window Range Performance by <a
href="https://github.com/hawkfish"><code>@​hawkfish</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16276">duckdb/duckdb#16276</a></li>
<li>Fix <a
href="https://redirect.github.com/duckdb/duckdb/issues/16278">#16278</a>:
late materialization should not trigger on very large limits, and it
should never trigger on limits without offsets when
preserve_insertion_order = false by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16282">duckdb/duckdb#16282</a></li>
<li>Overflow strings allocations: avoid rounding up memory allocated per
overflow string - when reading &quot;small&quot; overflow strings place
them directly into the vector instead by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16283">duckdb/duckdb#16283</a></li>
<li>Use ordered map to preserve expressions order by <a
href="https://github.com/Damon07"><code>@​Damon07</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16111">duckdb/duckdb#16111</a></li>
<li>[Dev] <code>register_filesystem</code> stubs, use
<code>fsspec.AbstractFileSystem</code>, not <code>str</code> by <a
href="https://github.com/Tishj"><code>@​Tishj</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16266">duckdb/duckdb#16266</a></li>
<li>[Python Dev] Fix crash with empty args for <code>isin</code> | Fix
transformation for <code>isnotin</code> by <a
href="https://github.com/Tishj"><code>@​Tishj</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16271">duckdb/duckdb#16271</a></li>
<li>Fix issue related to hang when all candidates are eliminated in
refinement by <a href="https://github.com/pdet"><code>@​pdet</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16288">duckdb/duckdb#16288</a></li>
<li>[Fix] Early-out on CREATE INDEX (IF NOT EXISTS) by <a
href="https://github.com/taniabogatsch"><code>@​taniabogatsch</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16093">duckdb/duckdb#16093</a></li>
<li>[Python] Fix the reverse binary expressions in the Expression API by
<a href="https://github.com/Tishj"><code>@​Tishj</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16300">duckdb/duckdb#16300</a></li>
<li>Bugfixes by <a
href="https://github.com/lnkuiper"><code>@​lnkuiper</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16244">duckdb/duckdb#16244</a></li>
<li>[Fix] MinGW bundle static libs by <a
href="https://github.com/taniabogatsch"><code>@​taniabogatsch</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16292">duckdb/duckdb#16292</a></li>
<li>Fix heap buffer oveflow sampling by <a
href="https://github.com/Tmonster"><code>@​Tmonster</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16279">duckdb/duckdb#16279</a></li>
<li>Expose STRING_LITERAL in C API by <a
href="https://github.com/taniabogatsch"><code>@​taniabogatsch</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16293">duckdb/duckdb#16293</a></li>
<li>Allow accessing profiler query tree under lock by <a
href="https://github.com/ywelsch"><code>@​ywelsch</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16314">duckdb/duckdb#16314</a></li>
<li>bump extensions by <a
href="https://github.com/Maxxen"><code>@​Maxxen</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16313">duckdb/duckdb#16313</a></li>
<li>Inline virtual list lambda bind functions by <a
href="https://github.com/Maxxen"><code>@​Maxxen</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16327">duckdb/duckdb#16327</a></li>
<li>Update shell.cpp to fix <a
href="https://redirect.github.com/duckdb/duckdb/issues/16333">#16333</a>
by <a
href="https://github.com/teaguesterling"><code>@​teaguesterling</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16335">duckdb/duckdb#16335</a></li>
<li>Add the suggestion to verify the nullstring as part of the cast
error message by <a
href="https://github.com/pdet"><code>@​pdet</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16336">duckdb/duckdb#16336</a></li>
<li>Take <code>NULL</code>s into account for
<code>DELTA_BINARY_PACKED</code> by <a
href="https://github.com/lnkuiper"><code>@​lnkuiper</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16317">duckdb/duckdb#16317</a></li>
<li>PhysicalTableScan: Adapt to allow async behaviour by <a
href="https://github.com/carlopi"><code>@​carlopi</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16310">duckdb/duckdb#16310</a></li>
<li>Allow querying attached catalog from detached catalog by <a
href="https://github.com/jeewonhh"><code>@​jeewonhh</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16289">duckdb/duckdb#16289</a></li>
<li>Reduce minimum expected memory usage in
<code>RadixPartitionedHashTable</code> by <a
href="https://github.com/lnkuiper"><code>@​lnkuiper</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16332">duckdb/duckdb#16332</a></li>
<li>Backport ebb4dccf to v1.2-, adding missing include by <a
href="https://github.com/carlopi"><code>@​carlopi</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16369">duckdb/duckdb#16369</a></li>
<li>Excecption load on mismatched ABI: Use '%d' to print ABI type by <a
href="https://github.com/carlopi"><code>@​carlopi</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16367">duckdb/duckdb#16367</a></li>
<li>Aggregation: For dictionaries without an id - use the correct
threshold to bail-out on using the dictionary by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16364">duckdb/duckdb#16364</a></li>
<li>Bump excel to the same version distributed on <code>core</code>
repository by <a
href="https://github.com/carlopi"><code>@​carlopi</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16375">duckdb/duckdb#16375</a></li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/duckdb/duckdb/commit/c9f1c5bde417caf13f6135c20d86399b55cea5fc"><code>c9f1c5b</code></a>
[Python Dev] <code>pyproject.toml</code> should not use
<code>oldest-supported-numpy</code> anymore...</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/97f12d895ab5cd1a57ed6de8d16aa54b6b9a11f3"><code>97f12d8</code></a>
on further consideration, it can be a 'before-build' step after all</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/23da7e7ba735bba3c892ef35d2298471df89dcfc"><code>23da7e7</code></a>
remove 'oldest-supported-numpy' as it has been deprecated since numpy
1.25, r...</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/11d2d8c42cff0478a41470b9e51e3ccbab082d37"><code>11d2d8c</code></a>
[Python Dev] Make <code>pandas</code> not required in a couple places,
check if it's ins...</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/bd17c479602190307a9477257bb1a31ceed1fee9"><code>bd17c47</code></a>
nvm, this path is taken only from FrameFromNumpy, so the pandas check
was don...</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/79dd68c0fd8cf41974768d8fe52d961510e5a5c4"><code>79dd68c</code></a>
don't use load=false, we do need to attempt to load it to know if it's
instal...</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/4699027c0621d6062789a43691aee36af7199408"><code>4699027</code></a>
guarding a couple places against pandas not being installed</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/7888e310f56f8e7c39bf2f2b7ff23b4298903364"><code>7888e31</code></a>
use the import cache where possible, don't use the direct pybind module
import</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/c0642c69a4440a21f2c479f6a4dbca6ead3e35b7"><code>c0642c6</code></a>
Add python version to duckdb_api (<a
href="https://redirect.github.com/duckdb/duckdb/issues/15599">#15599</a>)</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/177cc3bc708dcb351249a71f64a234bd39c546ce"><code>177cc3b</code></a>
Update shell.cpp to fix <a
href="https://redirect.github.com/duckdb/duckdb/issues/16333">#16333</a></li>
<li>Additional commits viewable in <a
href="https://github.com/duckdb/duckdb/compare/v1.2.0...v1.2.1">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock | 104 ++++++++++++++++++++++++++--------------------------
 1 file changed, 52 insertions(+), 52 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 485c0bb10a..2af53513ec 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1249,64 +1249,64 @@ dates = ["pytz (>=2019.1)"]
 
 [[package]]
 name = "duckdb"
-version = "1.2.0"
+version = "1.2.1"
 description = "DuckDB in-process database"
 optional = true
 python-versions = ">=3.7.0"
 groups = ["main"]
 markers = "extra == \"duckdb\""
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 ]
 
 [[package]]

From 6f8fdb65071362b93a5b9e344967b45f01265a1e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 15 Mar 2025 13:42:08 -0400
Subject: [PATCH 051/357] Build: Bump polars from 1.24.0 to 1.25.0 (#1794)

Bumps [polars](https://github.com/pola-rs/polars) from 1.24.0 to 1.25.0.
<details>
<summary>Commits</summary>
<ul>
<li>See full diff in <a
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</ul>
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<br />


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---
 poetry.lock | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 2af53513ec..261d33e9b2 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3472,20 +3472,20 @@ files = [
 
 [[package]]
 name = "polars"
-version = "1.24.0"
+version = "1.25.0"
 description = "Blazingly fast DataFrame library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"polars\""
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-    {file = "polars-1.24.0-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:3c6c774aebdd5cd601839594986648789352f72b8893f4b7e34224e75b060c8d"},
-    {file = "polars-1.24.0-cp39-abi3-win_amd64.whl", hash = "sha256:a5a473ff44fe1b9e3e7a9013a9321efe841d858e89cf33d424e6f3fef3ea4d5e"},
-    {file = "polars-1.24.0-cp39-abi3-win_arm64.whl", hash = "sha256:5ea781ca8e0a39c3b677171dbd852e5fa2d5c53417b5fbd69d711b6044a49eaa"},
-    {file = "polars-1.24.0.tar.gz", hash = "sha256:6e7553789495081c998f5e4ad4ebc7e19e970a9cc83326d40461564e85ad226d"},
+    {file = "polars-1.25.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:33c72f9813aef98e4d939771740ab02a4f8b9b78112e436eb834b965a3f061f1"},
+    {file = "polars-1.25.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:e09eae3a5516158b8989866f8c9eb92521fbd298e7bd9176779ff350a268e096"},
+    {file = "polars-1.25.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:07ad6413231452e51ca380c13c273a2877af74ba3c46962b7453c6f2846801f0"},
+    {file = "polars-1.25.0-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:4049c6b58fb630069164098d46d2abbced23d46bcf6902607678bd809b356b69"},
+    {file = "polars-1.25.0-cp39-abi3-win_amd64.whl", hash = "sha256:21dfe1c57afb0835d4071cd5e55e1341c92b7d59956fc5b607f9fbb896ce7ada"},
+    {file = "polars-1.25.0-cp39-abi3-win_arm64.whl", hash = "sha256:a9a23880e16f5ebbface958d6f911bb343ce1f4bb6dbdc14e0c8a9d1e94f5b70"},
+    {file = "polars-1.25.0.tar.gz", hash = "sha256:e046e0d29570be7abd94ffb480ca1d196f76612377fa9833d51025bdea0db938"},
 ]
 
 [package.extras]

From 2c6ab3bd7fe95ade7f253fe87f438416c7dc20a1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 15 Mar 2025 13:42:15 -0400
Subject: [PATCH 052/357] Build: Bump mypy-boto3-glue from 1.37.0 to 1.37.13
 (#1795)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [mypy-boto3-glue](https://github.com/youtype/mypy_boto3_builder)
from 1.37.0 to 1.37.13.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/youtype/mypy_boto3_builder/releases">mypy-boto3-glue's
releases</a>.</em></p>
<blockquote>
<h2>8.8.0 - Python 3.8 runtime is back</h2>
<h3>Changed</h3>
<ul>
<li><code>[services]</code> <code>install_requires</code> section is
calculated based on dependencies in use, so
<code>typing-extensions</code> version is set properly</li>
<li><code>[all]</code> Replaced <code>typing</code> imports with
<code>collections.abc</code> with a fallback to <code>typing</code> for
Python &lt;3.9</li>
<li><code>[all]</code> Added aliases for <code>builtins.list</code>,
<code>builtins.set</code>, <code>builtins.dict</code>, and
<code>builtins.type</code>, so Python 3.8 runtime should work as
expected again (reported by <a
href="https://github.com/YHallouard"><code>@​YHallouard</code></a> in <a
href="https://redirect.github.com/youtype/mypy_boto3_builder/issues/340">#340</a>
and <a
href="https://github.com/Omri-Ben-Yair"><code>@​Omri-Ben-Yair</code></a>
in <a
href="https://redirect.github.com/youtype/mypy_boto3_builder/issues/336">#336</a>)</li>
<li><code>[all]</code> Unions use the same type annotations as the rest
of the structures due to proper fallbacks</li>
</ul>
<h3>Fixed</h3>
<ul>
<li><code>[services]</code> Universal input/output shapes were not
replaced properly in service subresources</li>
<li><code>[docs]</code> Simplified doc links rendering for services</li>
<li><code>[services]</code> Cleaned up unnecessary imports in
<code>client.pyi</code></li>
<li><code>[builder]</code> Import records with fallback are always
rendered</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li>See full diff in <a
href="https://github.com/youtype/mypy_boto3_builder/commits">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=mypy-boto3-glue&package-manager=pip&previous-version=1.37.0&new-version=1.37.13)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
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[//]: # (dependabot-automerge-end)

---

<details>
<summary>Dependabot commands and options</summary>
<br />

You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 261d33e9b2..59521cf679 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3048,15 +3048,15 @@ typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "mypy-boto3-glue"
-version = "1.37.0"
-description = "Type annotations for boto3 Glue 1.37.0 service generated with mypy-boto3-builder 8.9.2"
+version = "1.37.13"
+description = "Type annotations for boto3 Glue 1.37.13 service generated with mypy-boto3-builder 8.10.0"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"glue\""
 files = [
-    {file = "mypy_boto3_glue-1.37.0-py3-none-any.whl", hash = "sha256:8373c17cf11b9b9490f99f970daaccee02ad6271b46d82b19559d4153727f1cd"},
-    {file = "mypy_boto3_glue-1.37.0.tar.gz", hash = "sha256:5e2d2a03472af7c61e380a09086b97524e5c204024921391dca0da403eea6e27"},
+    {file = "mypy_boto3_glue-1.37.13-py3-none-any.whl", hash = "sha256:29c544edfba503077cedeb1eb0cecc9fe9a8c11bc2acde4decc32222a31f9b78"},
+    {file = "mypy_boto3_glue-1.37.13.tar.gz", hash = "sha256:16b25fb94e797d4337a71b787b2fca2e68170f7c13b3a3e592c08e04243589b0"},
 ]
 
 [package.dependencies]

From fd373040d7958325217918ec187aefc36c593feb Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Sat, 15 Mar 2025 18:42:58 +0100
Subject: [PATCH 053/357] Bump version to 0.10.0 (#1791)

---
 pyiceberg/__init__.py | 2 +-
 pyproject.toml        | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/pyiceberg/__init__.py b/pyiceberg/__init__.py
index e97de9276f..35e3de5d23 100644
--- a/pyiceberg/__init__.py
+++ b/pyiceberg/__init__.py
@@ -15,4 +15,4 @@
 # specific language governing permissions and limitations
 # under the License.
 
-__version__ = "0.9.0"
+__version__ = "0.10.0"
diff --git a/pyproject.toml b/pyproject.toml
index 5ca38c3093..3878384fd7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,7 +16,7 @@
 # under the License.
 [tool.poetry]
 name = "pyiceberg"
-version = "0.9.0"
+version = "0.10.0"
 readme = "README.md"
 homepage = "https://py.iceberg.apache.org/"
 repository = "https://github.com/apache/iceberg-python"

From 075b37e33203091f9639cc3754bb614343d40d21 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Sat, 15 Mar 2025 18:44:33 +0100
Subject: [PATCH 054/357] Add pull-request template (#1777)

While @kevinjqliu did an amazing job summarizing the new stuff in 0.9.0
in the GitHub release
(https://github.com/apache/iceberg-python/releases/tag/pyiceberg-0.9.0),
I think it would be good to formalize this a bit.

This also came up in https://github.com/apache/iceberg-python/pull/1669
where we introduced a behavioral change. cc @sungwy

I think it would be good to allow users to populate the changelog
section to ensure they know about any relevant changes.

The template is pretty minimal now to avoid being a big barrier to
opening a PR.
---
 .github/pull_request_template.md | 14 ++++++++++++++
 dev/.rat-excludes                |  1 +
 mkdocs/docs/how-to-release.md    |  2 ++
 3 files changed, 17 insertions(+)
 create mode 100644 .github/pull_request_template.md

diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md
new file mode 100644
index 0000000000..afcc22b98a
--- /dev/null
+++ b/.github/pull_request_template.md
@@ -0,0 +1,14 @@
+<!--
+Thanks for opening a pull request!
+-->
+
+<!-- In the case this PR will resolve an issue, please replace ${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
+<!-- Closes #${GITHUB_ISSUE_ID} -->
+
+# Rationale for this change
+
+# Are these changes tested?
+
+# Are there any user-facing changes?
+
+<!-- In the case of user-facing changes, please add the changelog label. -->
diff --git a/dev/.rat-excludes b/dev/.rat-excludes
index e93e25b69e..084c53d2c4 100644
--- a/dev/.rat-excludes
+++ b/dev/.rat-excludes
@@ -1,3 +1,4 @@
+.github/*
 .rat-excludes
 build
 .git
diff --git a/mkdocs/docs/how-to-release.md b/mkdocs/docs/how-to-release.md
index 4af3a212fe..1747c08348 100644
--- a/mkdocs/docs/how-to-release.md
+++ b/mkdocs/docs/how-to-release.md
@@ -379,6 +379,8 @@ Then, select the previous release version as the **Previous tag** to use the dif
 
 **Set as the latest release** and **Publish**.
 
+Make sure to check the `changelog` label on GitHub to see if anything needs to be highlighted.
+
 ### Release the docs
 
 Run the [`Release Docs` Github Action](https://github.com/apache/iceberg-python/actions/workflows/python-release-docs.yml).

From cb7870971928fb0a510132063cac0c5e70358f8a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 17 Mar 2025 23:27:26 -0400
Subject: [PATCH 055/357] Build: Bump coverage from 7.6.12 to 7.7.0 (#1803)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [coverage](https://github.com/nedbat/coveragepy) from 7.6.12 to
7.7.0.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/nedbat/coveragepy/blob/master/CHANGES.rst">coverage's
changelog</a>.</em></p>
<blockquote>
<h2>Version 7.7.0 — 2025-03-16</h2>
<ul>
<li>
<p>The Coverage object has a new method,
:meth:<code>.Coverage.branch_stats</code> for
getting simple branch information for a module. Closes <code>issue
1888</code>_.</p>
</li>
<li>
<p>The :class:<code>Coverage constructor&lt;.Coverage&gt;</code> now has
a <code>plugins</code> parameter
for passing in plugin objects directly, thanks to <code>Alex Gaynor
&lt;pull 1919_&gt;</code>_.</p>
</li>
<li>
<p>Many constant tests in if statements are now recognized as being
optimized
away. For example, previously <code>if 13:</code> would have been
considered a branch
with one path not taken. Now it is understood as always true and no
coverage
is missing.</p>
</li>
<li>
<p>The experimental sys.monitoring support now works for branch coverage
if you
are using Python 3.14.0 alpha 6 or newer. This should reduce the
overhead
coverage.py imposes on your test suite. Set the environment variable
<code>COVERAGE_CORE=sysmon</code> to try it out.</p>
</li>
<li>
<p>Confirmed support for PyPy 3.11. Thanks Michał Górny.</p>
</li>
</ul>
<p>.. _issue 1888: <a
href="https://redirect.github.com/nedbat/coveragepy/issues/1888">nedbat/coveragepy#1888</a>
.. _pull 1919: <a
href="https://redirect.github.com/nedbat/coveragepy/pull/1919">nedbat/coveragepy#1919</a></p>
<p>.. _changes_7-6-12:</p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/nedbat/coveragepy/commit/61dcf7188c18db699ebf542f362f00a5d0481281"><code>61dcf71</code></a>
docs: sample HTML for 7.7.0</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/35a31c5c2d642280e4f247469779a76ee5d03709"><code>35a31c5</code></a>
docs: prep for 7.7.0</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/8f6e00641e607307d77ae16cbe3cd5afb555c58c"><code>8f6e006</code></a>
docs: edit the changelog</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/33f12dfa365f3faa349d844e603b0432ba3476d3"><code>33f12df</code></a>
feat: Coverage.branch_stats() <a
href="https://redirect.github.com/nedbat/coveragepy/issues/1888">#1888</a></li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/c4919cbf84efef68c1e9572d8438204e64b32d4c"><code>c4919cb</code></a>
lint: somehow these snuck through</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/7e9f2f20c81a6ab49a19c42b1cd3c5ba4282d223"><code>7e9f2f2</code></a>
perf(sysmon): silly mistake</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/1e99d2881b1b60af1b889ea364e1ede018401740"><code>1e99d28</code></a>
perf(sysmon): improve speed</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/c9908d731187f515093105f76b5b4cc39dbff9ba"><code>c9908d7</code></a>
test: benchmark improvements</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/0973f44cc4a73bab859af74a3dd42078b0b2cc85"><code>0973f44</code></a>
chore: bump the action-dependencies group with 2 updates (<a
href="https://redirect.github.com/nedbat/coveragepy/issues/1935">#1935</a>)</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/824b3ba3efbbe07f188ce13e9a8143604747fece"><code>824b3ba</code></a>
style: fix one change from updated pylint</li>
<li>Additional commits viewable in <a
href="https://github.com/nedbat/coveragepy/compare/7.6.12...7.7.0">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=coverage&package-manager=pip&previous-version=7.6.12&new-version=7.7.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
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<details>
<summary>Dependabot commands and options</summary>
<br />

You can trigger Dependabot actions by commenting on this PR:
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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 128 ++++++++++++++++++++++++++--------------------------
 1 file changed, 64 insertions(+), 64 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 59521cf679..51fc0cd67a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -804,75 +804,75 @@ markers = {main = "platform_system == \"Windows\"", dev = "platform_system == \"
 
 [[package]]
 name = "coverage"
-version = "7.6.12"
+version = "7.7.0"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "coverage-7.6.12-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:704c8c8c6ce6569286ae9622e534b4f5b9759b6f2cd643f1c1a61f666d534fe8"},
-    {file = "coverage-7.6.12-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ad7525bf0241e5502168ae9c643a2f6c219fa0a283001cee4cf23a9b7da75879"},
-    {file = "coverage-7.6.12-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:06097c7abfa611c91edb9e6920264e5be1d6ceb374efb4986f38b09eed4cb2fe"},
-    {file = "coverage-7.6.12-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:220fa6c0ad7d9caef57f2c8771918324563ef0d8272c94974717c3909664e674"},
-    {file = "coverage-7.6.12-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3688b99604a24492bcfe1c106278c45586eb819bf66a654d8a9a1433022fb2eb"},
-    {file = "coverage-7.6.12-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:d1a987778b9c71da2fc8948e6f2656da6ef68f59298b7e9786849634c35d2c3c"},
-    {file = "coverage-7.6.12-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:cec6b9ce3bd2b7853d4a4563801292bfee40b030c05a3d29555fd2a8ee9bd68c"},
-    {file = "coverage-7.6.12-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:ace9048de91293e467b44bce0f0381345078389814ff6e18dbac8fdbf896360e"},
-    {file = "coverage-7.6.12-cp310-cp310-win32.whl", hash = "sha256:ea31689f05043d520113e0552f039603c4dd71fa4c287b64cb3606140c66f425"},
-    {file = "coverage-7.6.12-cp310-cp310-win_amd64.whl", hash = "sha256:676f92141e3c5492d2a1596d52287d0d963df21bf5e55c8b03075a60e1ddf8aa"},
-    {file = "coverage-7.6.12-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:e18aafdfb3e9ec0d261c942d35bd7c28d031c5855dadb491d2723ba54f4c3015"},
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 ]
 
 [package.dependencies]

From 37beb97bfcd60f06ed07ae43fbac4ae4680d8b07 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 17 Mar 2025 23:27:35 -0400
Subject: [PATCH 056/357] Build: Bump polars from 1.25.0 to 1.25.2 (#1802)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [polars](https://github.com/pola-rs/polars) from 1.25.0 to 1.25.2.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/pola-rs/polars/releases">polars's
releases</a>.</em></p>
<blockquote>
<h2>Python Polars 1.25.2</h2>
<h2>🏆 Highlights</h2>
<ul>
<li>Enable common subplan elimination across plans in
<code>collect_all</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/21747">#21747</a>)</li>
<li>Add lazy sinks (<a
href="https://redirect.github.com/pola-rs/polars/issues/21733">#21733</a>)</li>
<li>Add <code>PartitionByKey</code> for new streaming sinks (<a
href="https://redirect.github.com/pola-rs/polars/issues/21689">#21689</a>)</li>
<li>Enable new streaming memory sinks by default (<a
href="https://redirect.github.com/pola-rs/polars/issues/21589">#21589</a>)</li>
</ul>
<h2>🚀 Performance improvements</h2>
<ul>
<li>Implement linear-time rolling_min/max (<a
href="https://redirect.github.com/pola-rs/polars/issues/21770">#21770</a>)</li>
<li>Improve InputIndependentSelect by delegating to InMemorySourceNode
(<a
href="https://redirect.github.com/pola-rs/polars/issues/21767">#21767</a>)</li>
<li>Enable common subplan elimination across plans in
<code>collect_all</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/21747">#21747</a>)</li>
<li>Allow elementwise functions in recursive lowering (<a
href="https://redirect.github.com/pola-rs/polars/issues/21653">#21653</a>)</li>
<li>Add primitive single-key hashtable to new-streaming join (<a
href="https://redirect.github.com/pola-rs/polars/issues/21712">#21712</a>)</li>
<li>Remove unnecessary black_boxes in Kahan summation (<a
href="https://redirect.github.com/pola-rs/polars/issues/21679">#21679</a>)</li>
<li>Box large enum variants (<a
href="https://redirect.github.com/pola-rs/polars/issues/21657">#21657</a>)</li>
<li>Improve join performance for new-streaming engine (<a
href="https://redirect.github.com/pola-rs/polars/issues/21620">#21620</a>)</li>
<li>Pre-fill caches (<a
href="https://redirect.github.com/pola-rs/polars/issues/21646">#21646</a>)</li>
<li>Optimize only a single cache input (<a
href="https://redirect.github.com/pola-rs/polars/issues/21644">#21644</a>)</li>
<li>Collect parquet statistics in one contiguous buffer (<a
href="https://redirect.github.com/pola-rs/polars/issues/21632">#21632</a>)</li>
<li>Update Cargo.lock (mainly for zstd 1.5.7) (<a
href="https://redirect.github.com/pola-rs/polars/issues/21612">#21612</a>)</li>
<li>Don't maintain order when maintain_order=False in new streaming
sinks (<a
href="https://redirect.github.com/pola-rs/polars/issues/21586">#21586</a>)</li>
<li>Pre-sort groups in group-by-dynamic (<a
href="https://redirect.github.com/pola-rs/polars/issues/21569">#21569</a>)</li>
</ul>
<h2>✨ Enhancements</h2>
<ul>
<li>Add support for rolling_(sum/min/max) for booleans through casting
(<a
href="https://redirect.github.com/pola-rs/polars/issues/21748">#21748</a>)</li>
<li>Support multi-column sort for all nested types and nested
search-sorted (<a
href="https://redirect.github.com/pola-rs/polars/issues/21743">#21743</a>)</li>
<li>Add lazy sinks (<a
href="https://redirect.github.com/pola-rs/polars/issues/21733">#21733</a>)</li>
<li>Add <code>PartitionByKey</code> for new streaming sinks (<a
href="https://redirect.github.com/pola-rs/polars/issues/21689">#21689</a>)</li>
<li>Fix replace flags (<a
href="https://redirect.github.com/pola-rs/polars/issues/21731">#21731</a>)</li>
<li>Add <code>mkdir</code> flag to sinks (<a
href="https://redirect.github.com/pola-rs/polars/issues/21717">#21717</a>)</li>
<li>Enable joins on list/array dtypes (<a
href="https://redirect.github.com/pola-rs/polars/issues/21687">#21687</a>)</li>
<li>Add a config option to specify the default engine to attempt to use
during lazyframe calls (<a
href="https://redirect.github.com/pola-rs/polars/issues/20717">#20717</a>)</li>
<li>Support all elementwise functions in IO plugin predicates (<a
href="https://redirect.github.com/pola-rs/polars/issues/21705">#21705</a>)</li>
<li>Stabilize Enum datatype (<a
href="https://redirect.github.com/pola-rs/polars/issues/21686">#21686</a>)</li>
<li>Support Polars int128 in from arrow (<a
href="https://redirect.github.com/pola-rs/polars/issues/21688">#21688</a>)</li>
<li>Use FFI to read dataframe instead of transmute (<a
href="https://redirect.github.com/pola-rs/polars/issues/21673">#21673</a>)</li>
<li>Enable new streaming memory sinks by default (<a
href="https://redirect.github.com/pola-rs/polars/issues/21589">#21589</a>)</li>
<li>Cloud support for new-streaming scans and sinks (<a
href="https://redirect.github.com/pola-rs/polars/issues/21621">#21621</a>)</li>
<li>Add len method to arr (<a
href="https://redirect.github.com/pola-rs/polars/issues/21618">#21618</a>)</li>
<li>Closeable files on unix (<a
href="https://redirect.github.com/pola-rs/polars/issues/21588">#21588</a>)</li>
<li>Add new <code>PartitionMaxSize</code> sink (<a
href="https://redirect.github.com/pola-rs/polars/issues/21573">#21573</a>)</li>
<li>Support engine callback for <code>LazyFrame.profile</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/21534">#21534</a>)</li>
<li>Dispatch new-streaming CSV negative slice to separate node (<a
href="https://redirect.github.com/pola-rs/polars/issues/21579">#21579</a>)</li>
<li>Add NDJSON source to new streaming engine (<a
href="https://redirect.github.com/pola-rs/polars/issues/21562">#21562</a>)</li>
<li>Support passing <code>token</code> in <code>storage_options</code>
for GCP cloud (<a
href="https://redirect.github.com/pola-rs/polars/issues/21560">#21560</a>)</li>
</ul>
<h2>🐞 Bug fixes</h2>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li>See full diff in <a
href="https://github.com/pola-rs/polars/commits/py-1.25.2">compare
view</a></li>
</ul>
</details>
<br />


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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 51fc0cd67a..de0c6139fa 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3472,20 +3472,20 @@ files = [
 
 [[package]]
 name = "polars"
-version = "1.25.0"
+version = "1.25.2"
 description = "Blazingly fast DataFrame library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"polars\""
 files = [
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-    {file = "polars-1.25.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:e09eae3a5516158b8989866f8c9eb92521fbd298e7bd9176779ff350a268e096"},
-    {file = "polars-1.25.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:07ad6413231452e51ca380c13c273a2877af74ba3c46962b7453c6f2846801f0"},
-    {file = "polars-1.25.0-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:4049c6b58fb630069164098d46d2abbced23d46bcf6902607678bd809b356b69"},
-    {file = "polars-1.25.0-cp39-abi3-win_amd64.whl", hash = "sha256:21dfe1c57afb0835d4071cd5e55e1341c92b7d59956fc5b607f9fbb896ce7ada"},
-    {file = "polars-1.25.0-cp39-abi3-win_arm64.whl", hash = "sha256:a9a23880e16f5ebbface958d6f911bb343ce1f4bb6dbdc14e0c8a9d1e94f5b70"},
-    {file = "polars-1.25.0.tar.gz", hash = "sha256:e046e0d29570be7abd94ffb480ca1d196f76612377fa9833d51025bdea0db938"},
+    {file = "polars-1.25.2-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:59f2a34520ea4307a22e18b832310f8045a8a348606ca99ae785499b31eb4170"},
+    {file = "polars-1.25.2-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:e9fe45bdc2327c2e2b64e8849a992b6d3bd4a7e7848b8a7a3a439cca9674dc87"},
+    {file = "polars-1.25.2-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f7fcbb4f476784384ccda48757fca4e8c2e2c5a0a3aef3717aaf56aee4e30e09"},
+    {file = "polars-1.25.2-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:9dd91885c9ee5ffad8725c8591f73fb7bd2632c740277ee641f0453176b3d4b8"},
+    {file = "polars-1.25.2-cp39-abi3-win_amd64.whl", hash = "sha256:a547796643b9a56cb2959be87d7cb87ff80a5c8ae9367f32fe1ad717039e9afc"},
+    {file = "polars-1.25.2-cp39-abi3-win_arm64.whl", hash = "sha256:a2488e9d4b67bf47b18088f7264999180559e6ec2637ed11f9d0d4f98a74a37c"},
+    {file = "polars-1.25.2.tar.gz", hash = "sha256:c6bd9b1b17c86e49bcf8aac44d2238b77e414d7df890afc3924812a5c989a4fe"},
 ]
 
 [package.extras]

From 6c54cea99607cf303ce25c212da1e9b56182f43e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 17 Mar 2025 23:27:44 -0400
Subject: [PATCH 057/357] Build: Bump mkdocs-material from 9.6.8 to 9.6.9
 (#1801)

Bumps [mkdocs-material](https://github.com/squidfunk/mkdocs-material)
from 9.6.8 to 9.6.9.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/squidfunk/mkdocs-material/releases">mkdocs-material's
releases</a>.</em></p>
<blockquote>
<h2>mkdocs-material-9.6.9</h2>
<ul>
<li>Updated Serbo-Croatian translations</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8086">#8086</a>:
Custom SVG icons containing hashes break rendering</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8067">#8067</a>:
Drawer has gap on right side in Firefox on some OSs</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/squidfunk/mkdocs-material/blob/master/CHANGELOG">mkdocs-material's
changelog</a>.</em></p>
<blockquote>
<p>mkdocs-material-9.6.9 (2025-03-17)</p>
<ul>
<li>Updated Serbo-Croatian translations</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8086">#8086</a>:
Custom SVG icons containing hashes break rendering</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8067">#8067</a>:
Drawer has gap on right side in Firefox on some OSs</li>
</ul>
<p>mkdocs-material-9.6.8+insiders-4.53.16 (2025-03-13)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8019">#8019</a>:
Tooltips have precedence over instant previews</li>
</ul>
<p>mkdocs-material-9.6.8 (2025-03-13)</p>
<ul>
<li>Added Welsh translations</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8076">#8076</a>:
Privacy plugin crashes if HTTP download fails</li>
</ul>
<p>mkdocs-material-9.6.7 (2025-03-03)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8056">#8056</a>:
Error in backrefs implementation (9.6.6 regression)</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8054">#8054</a>:
Unescaped quotes in ARIA labels of table of contents</li>
</ul>
<p>mkdocs-material-9.6.6 (2025-03-01)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8040">#8040</a>:
Privacy plugin not replacing exteral assets (9.6.5 regression)</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8031">#8031</a>:
Replace unmaintained regex package in search plugin</li>
</ul>
<p>mkdocs-material-9.6.5 (2025-02-20)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8016">#8016</a>:
Tags listing not showing when when file name has spaces</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8012">#8012</a>:
Privacy plugin crashes if HTTP download fails</li>
</ul>
<p>mkdocs-material-9.6.4 (2025-02-12)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/7985">#7985</a>:
Blog content sometimes not stretching to full width</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/7978">#7978</a>:
Navigation rendering bug in Safari 18.3</li>
</ul>
<p>mkdocs-material-9.6.3 (2025-02-07)</p>
<ul>
<li>Fixed rendering of arrow heads in Mermaid.js class diagrams</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/7960">#7960</a>:
Tags plugin crashes on numeric metadata titles</li>
</ul>
<p>mkdocs-material-9.6.2 (2025-02-03)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/7955">#7955</a>:
Excessively long words don't break on narrow screens</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/7947">#7947</a>:
Scope setting interferes with outdated version banner</li>
</ul>
<p>mkdocs-material-9.6.1 (2025-01-31)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/7943">#7943</a>:
Tags plugin crashing due to merge error</li>
</ul>
<p>mkdocs-material-9.6.0 (2025-01-31)</p>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/646c7ab30d2890c1b27c9b6444156bb1104a372e"><code>646c7ab</code></a>
Prepare 9.6.9 release</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/27d57ea184ad31777a632bb52b8c2b8a80cdb128"><code>27d57ea</code></a>
Updated twemoji cdn for icon search index (<a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8093">#8093</a>)</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/091865798faa41018f014dae8d7a8add3f121d56"><code>0918657</code></a>
Fixed <code>build:all</code> output on Windows (<a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8089">#8089</a>)</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/0e75aef9ea9028dc5a2dea34fb5da8afb14911ae"><code>0e75aef</code></a>
Updated Serbo-Croatian translations</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/52b584f9cbe85040841010533b56abb39b5b4052"><code>52b584f</code></a>
Added urlencode to fix # in custom icons (<a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8087">#8087</a>)</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/3296cdf203ba2886338d285a15121ab2fa95e6e9"><code>3296cdf</code></a>
Fixed sidebar on Firefox mobile</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/502ef2f788ca84a7686e6dcee7aaf5b2fe11e1db"><code>502ef2f</code></a>
Updated Insiders changelog</li>
<li>See full diff in <a
href="https://github.com/squidfunk/mkdocs-material/compare/9.6.8...9.6.9">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
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Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index de0c6139fa..7c49f6710d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2550,14 +2550,14 @@ mkdocs = ">=1.0.3"
 
 [[package]]
 name = "mkdocs-material"
-version = "9.6.8"
+version = "9.6.9"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
 groups = ["docs"]
 files = [
-    {file = "mkdocs_material-9.6.8-py3-none-any.whl", hash = "sha256:0a51532dd8aa80b232546c073fe3ef60dfaef1b1b12196ac7191ee01702d1cf8"},
-    {file = "mkdocs_material-9.6.8.tar.gz", hash = "sha256:8de31bb7566379802532b248bd56d9c4bc834afc4625884bf5769f9412c6a354"},
+    {file = "mkdocs_material-9.6.9-py3-none-any.whl", hash = "sha256:6e61b7fb623ce2aa4622056592b155a9eea56ff3487d0835075360be45a4c8d1"},
+    {file = "mkdocs_material-9.6.9.tar.gz", hash = "sha256:a4872139715a1f27b2aa3f3dc31a9794b7bbf36333c0ba4607cf04786c94f89c"},
 ]
 
 [package.dependencies]
@@ -5836,4 +5836,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "d8bca3d169e99d4d78fa23c440174aec708d39e165b2c985bd8b3ac3459c153a"
+content-hash = "0a073dafab9b835142c9e60d7c3e7f05bf4494d95d7e5f85ae4adb7e97e05e9e"
diff --git a/pyproject.toml b/pyproject.toml
index 3878384fd7..2d965f56d7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -110,7 +110,7 @@ mkdocstrings-python = "1.16.5"
 mkdocs-literate-nav = "0.6.1"
 mkdocs-autorefs = "1.4.1"
 mkdocs-gen-files = "0.5.0"
-mkdocs-material = "9.6.8"
+mkdocs-material = "9.6.9"
 mkdocs-material-extensions = "1.3.1"
 mkdocs-section-index = "0.3.9"
 

From c502dd476d19d2e94b4de7f62ab10751df999bac Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 17 Mar 2025 23:27:51 -0400
Subject: [PATCH 058/357] Build: Bump pypa/cibuildwheel from 2.23.0 to 2.23.1
 (#1800)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [pypa/cibuildwheel](https://github.com/pypa/cibuildwheel) from
2.23.0 to 2.23.1.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/pypa/cibuildwheel/releases">pypa/cibuildwheel's
releases</a>.</em></p>
<blockquote>
<h2>v2.23.1</h2>
<ul>
<li>⚠️ Added warnings when the shorthand values <code>manylinux1</code>,
<code>manylinux2010</code>, <code>manylinux_2_24</code>, and
<code>musllinux_1_1</code> are used to specify the images in linux
builds. The shorthand to these (unmaintainted) images will be removed in
v3.0. If you want to keep using these images, explicitly opt-in using
the full image URL, which can be found in <a
href="https://github.com/pypa/cibuildwheel/blob/v2.23.1/cibuildwheel/resources/pinned_docker_images.cfg">this
file</a>. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2312">#2312</a>)</li>
<li>🛠 Dependency updates, including a manylinux update which fixes an <a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2303">issue
with rustup</a>. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2315">#2315</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/pypa/cibuildwheel/blob/v2.23.1/docs/changelog.md">pypa/cibuildwheel's
changelog</a>.</em></p>
<blockquote>
<h3>v2.23.1</h3>
<p><em>15 March 2025</em></p>
<ul>
<li>⚠️ Added warnings when the shorthand values <code>manylinux1</code>,
<code>manylinux2010</code>, <code>manylinux_2_24</code>, and
<code>musllinux_1_1</code> are used to specify the images in linux
builds. The shorthand to these (unmaintainted) images will be removed in
v3.0. If you want to keep using these images, explicitly opt-in using
the full image URL, which can be found in <a
href="https://github.com/pypa/cibuildwheel/blob/v2.23.1/cibuildwheel/resources/pinned_docker_images.cfg">this
file</a>. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2312">#2312</a>)</li>
<li>🛠 Dependency updates, including a manylinux update which fixes an <a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2303">issue
with rustup</a>. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2315">#2315</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/42728e866bbc80d544a70825bd9990b9a26f1a50"><code>42728e8</code></a>
Bump version: v2.23.1</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/6e1527b153c481c51f987a5e3a1bed216b16a260"><code>6e1527b</code></a>
Fix unit test when other warnings are present</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/c25fe603855d4d4dbbb013375765345f346aece0"><code>c25fe60</code></a>
fix: image deprecation warning (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2314">#2314</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/a880bf5105e70f0add65d840db82a7cc6c1555e4"><code>a880bf5</code></a>
fix: warn on deprecated images being set (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2312">#2312</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/c087d85b69012f624e0321468b40345d921c72e5"><code>c087d85</code></a>
Update dependencies</li>
<li>See full diff in <a
href="https://github.com/pypa/cibuildwheel/compare/v2.23.0...v2.23.1">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=pypa/cibuildwheel&package-manager=github_actions&previous-version=2.23.0&new-version=2.23.1)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
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You can trigger Dependabot actions by commenting on this PR:
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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/pypi-build-artifacts.yml | 2 +-
 .github/workflows/svn-build-artifacts.yml  | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/pypi-build-artifacts.yml b/.github/workflows/pypi-build-artifacts.yml
index 37ba9906e1..bcb14ec67e 100644
--- a/.github/workflows/pypi-build-artifacts.yml
+++ b/.github/workflows/pypi-build-artifacts.yml
@@ -62,7 +62,7 @@ jobs:
         if: startsWith(matrix.os, 'ubuntu')
 
       - name: Build wheels
-        uses: pypa/cibuildwheel@v2.23.0
+        uses: pypa/cibuildwheel@v2.23.1
         with:
           output-dir: wheelhouse
           config-file: "pyproject.toml"
diff --git a/.github/workflows/svn-build-artifacts.yml b/.github/workflows/svn-build-artifacts.yml
index 5f3b4f5c97..f12761a784 100644
--- a/.github/workflows/svn-build-artifacts.yml
+++ b/.github/workflows/svn-build-artifacts.yml
@@ -57,7 +57,7 @@ jobs:
         if: startsWith(matrix.os, 'ubuntu')
 
       - name: Build wheels
-        uses: pypa/cibuildwheel@v2.23.0
+        uses: pypa/cibuildwheel@v2.23.1
         with:
           output-dir: wheelhouse
           config-file: "pyproject.toml"

From ccf687de723a292b9d5e9d76521e07cc8c0d9e16 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Tue, 18 Mar 2025 12:11:00 +0100
Subject: [PATCH 059/357] Include DELETE entries when inspecting (#1731)

While doing some checks, I've noticed that these are missing.
---
 pyiceberg/table/inspect.py              | 2 +-
 tests/integration/test_inspect_table.py | 4 ++++
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/pyiceberg/table/inspect.py b/pyiceberg/table/inspect.py
index 91bdb2f29d..09d1d7231a 100644
--- a/pyiceberg/table/inspect.py
+++ b/pyiceberg/table/inspect.py
@@ -161,7 +161,7 @@ def _readable_metrics_struct(bound_type: PrimitiveType) -> pa.StructType:
         entries = []
         snapshot = self._get_snapshot(snapshot_id)
         for manifest in snapshot.manifests(self.tbl.io):
-            for entry in manifest.fetch_manifest_entry(io=self.tbl.io):
+            for entry in manifest.fetch_manifest_entry(io=self.tbl.io, discard_deleted=False):
                 column_sizes = entry.data_file.column_sizes or {}
                 value_counts = entry.data_file.value_counts or {}
                 null_value_counts = entry.data_file.null_value_counts or {}
diff --git a/tests/integration/test_inspect_table.py b/tests/integration/test_inspect_table.py
index 75fe92a69a..a2a5fe45bc 100644
--- a/tests/integration/test_inspect_table.py
+++ b/tests/integration/test_inspect_table.py
@@ -164,6 +164,8 @@ def test_inspect_entries(
 
     # Write some data
     tbl.append(arrow_table_with_null)
+    # Generate a DELETE entry
+    tbl.overwrite(arrow_table_with_null)
 
     def check_pyiceberg_df_equals_spark_df(df: pa.Table, spark_df: DataFrame) -> None:
         assert df.column_names == [
@@ -185,6 +187,8 @@ def check_pyiceberg_df_equals_spark_df(df: pa.Table, spark_df: DataFrame) -> Non
 
         lhs = df.to_pandas()
         rhs = spark_df.toPandas()
+        assert len(lhs) == len(rhs)
+
         for column in df.column_names:
             for left, right in zip(lhs[column].to_list(), rhs[column].to_list()):
                 if column == "data_file":

From feccbb516dbdd7e24384c4ee30b560a34cf0d0d7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 18 Mar 2025 19:06:30 -0400
Subject: [PATCH 060/357] Build: Bump mkdocstrings-python from 1.16.5 to 1.16.6
 (#1811)

---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 7c49f6710d..87610b86aa 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2634,14 +2634,14 @@ python-legacy = ["mkdocstrings-python-legacy (>=0.2.1)"]
 
 [[package]]
 name = "mkdocstrings-python"
-version = "1.16.5"
+version = "1.16.6"
 description = "A Python handler for mkdocstrings."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "mkdocstrings_python-1.16.5-py3-none-any.whl", hash = "sha256:0899a12e356eab8e83720c63e15d0ff51cd96603216c837618de346e086b39ba"},
-    {file = "mkdocstrings_python-1.16.5.tar.gz", hash = "sha256:706b28dd0f59249a7c22cc5d517c9521e06c030b57e2a5478e1928a58f900abb"},
+    {file = "mkdocstrings_python-1.16.6-py3-none-any.whl", hash = "sha256:de877dd71f69878c973c4897a39683b7b6961bee7b058879095b69681488453f"},
+    {file = "mkdocstrings_python-1.16.6.tar.gz", hash = "sha256:cefe0f0e17ab4a4611f01b0a2af75e4298664e0ff54feb83c91a485bfed82dc9"},
 ]
 
 [package.dependencies]
@@ -5836,4 +5836,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "0a073dafab9b835142c9e60d7c3e7f05bf4494d95d7e5f85ae4adb7e97e05e9e"
+content-hash = "01184bff7db135bb47cc3cb014fd830f07f7ae8934ead4c616bae11516a8a85b"
diff --git a/pyproject.toml b/pyproject.toml
index 2d965f56d7..d2a7d00add 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -106,7 +106,7 @@ mkdocs = "1.6.1"
 griffe = "1.6.0"
 jinja2 = "3.1.6"
 mkdocstrings = "0.29.0"
-mkdocstrings-python = "1.16.5"
+mkdocstrings-python = "1.16.6"
 mkdocs-literate-nav = "0.6.1"
 mkdocs-autorefs = "1.4.1"
 mkdocs-gen-files = "0.5.0"

From 56837ef51fb93eead8c7aa0cfaba1eea28260ada Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 18 Mar 2025 19:59:26 -0400
Subject: [PATCH 061/357] Build: Bump griffe from 1.6.0 to 1.6.1 (#1814)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [griffe](https://github.com/mkdocstrings/griffe) from 1.6.0 to
1.6.1.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/griffe/releases">griffe's
releases</a>.</em></p>
<blockquote>
<h2>1.6.1</h2>
<h2><a
href="https://github.com/mkdocstrings/griffe/releases/tag/1.6.1">1.6.1</a>
- 2025-03-18</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/griffe/compare/1.6.0...1.6.1">Compare
with 1.6.0</a><!-- raw HTML omitted --></p>
<h3>Bug Fixes</h3>
<ul>
<li>Extend exports from already expanded modules (<a
href="https://github.com/mkdocstrings/griffe/commit/7e708cf9ffe1845d310633e8486b99d32d5fca5c">7e708cf</a>
by Timothée Mazzucotelli). <a
href="https://github.com/mkdocstrings/mkdocstrings/discussions/746">Issue-746</a></li>
<li>Update imports when merging stubs (<a
href="https://github.com/mkdocstrings/griffe/commit/5a92379e42c5a8bebc9323aabbbc9df881463718">5a92379</a>
by Timothée Mazzucotelli). <a
href="https://github.com/mkdocstrings/mkdocstrings/discussions/746">Issue-746</a></li>
<li>Don't alias attributes when inspecting (<a
href="https://github.com/mkdocstrings/griffe/commit/8063ba9fd4b3d1f782515b81ba362c63d4ccd2bd">8063ba9</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/griffe/issues/366">Issue-366</a></li>
<li>Register top-module in collection earlier (<a
href="https://github.com/mkdocstrings/griffe/commit/2c389b57781c3c24a21141ad3d0103458418ec51">2c389b5</a>
by Timothée Mazzucotelli).</li>
<li>Prevent recursion errors by not looking into inherited members when
resolving base classes (<a
href="https://github.com/mkdocstrings/griffe/commit/87cbaf87f09103b5972a47fdf5437e00df6e830a">87cbaf8</a>
by Timothée Mazzucotelli).</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/griffe/blob/main/CHANGELOG.md">griffe's
changelog</a>.</em></p>
<blockquote>
<h2><a
href="https://github.com/mkdocstrings/griffe/releases/tag/1.6.1">1.6.1</a>
- 2025-03-18</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/griffe/compare/1.6.0...1.6.1">Compare
with 1.6.0</a><!-- raw HTML omitted --></p>
<h3>Bug Fixes</h3>
<ul>
<li>Extend exports from already expanded modules (<a
href="https://github.com/mkdocstrings/griffe/commit/7e708cf9ffe1845d310633e8486b99d32d5fca5c">7e708cf</a>
by Timothée Mazzucotelli). <a
href="https://github.com/mkdocstrings/mkdocstrings/discussions/746">Issue-746</a></li>
<li>Update imports when merging stubs (<a
href="https://github.com/mkdocstrings/griffe/commit/5a92379e42c5a8bebc9323aabbbc9df881463718">5a92379</a>
by Timothée Mazzucotelli). <a
href="https://github.com/mkdocstrings/mkdocstrings/discussions/746">Issue-746</a></li>
<li>Don't alias attributes when inspecting (<a
href="https://github.com/mkdocstrings/griffe/commit/8063ba9fd4b3d1f782515b81ba362c63d4ccd2bd">8063ba9</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/griffe/issues/366">Issue-366</a></li>
<li>Register top-module in collection earlier (<a
href="https://github.com/mkdocstrings/griffe/commit/2c389b57781c3c24a21141ad3d0103458418ec51">2c389b5</a>
by Timothée Mazzucotelli).</li>
<li>Prevent recursion errors by not looking into inherited members when
resolving base classes (<a
href="https://github.com/mkdocstrings/griffe/commit/87cbaf87f09103b5972a47fdf5437e00df6e830a">87cbaf8</a>
by Timothée Mazzucotelli).</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/eca96260ee7937dc49f8611de2771099feda9f96"><code>eca9626</code></a>
chore: Prepare release 1.6.1</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/c6f33666c4bd773a55e7b0b5c537dbcd543bf897"><code>c6f3366</code></a>
chore: Unify comment style</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/7e708cf9ffe1845d310633e8486b99d32d5fca5c"><code>7e708cf</code></a>
fix: Extend exports from already expanded modules</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/5a92379e42c5a8bebc9323aabbbc9df881463718"><code>5a92379</code></a>
fix: Update imports when merging stubs</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/c86acd89499b3877ad3c1f5ce790932a49ee05ac"><code>c86acd8</code></a>
tests: Update merger tests to use shorter helper</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/8ffd9fb48dff15c59a631b8da097bc46045ac9cf"><code>8ffd9fb</code></a>
chore: Template upgrade</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/f6387ae39ecb35e38172095c2c5c719e2514315e"><code>f6387ae</code></a>
ci: Increase mkdocstrings lower bound</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/8063ba9fd4b3d1f782515b81ba362c63d4ccd2bd"><code>8063ba9</code></a>
fix: Don't alias attributes when inspecting</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/2c389b57781c3c24a21141ad3d0103458418ec51"><code>2c389b5</code></a>
fix: Register top-module in collection earlier</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/2f05967a7fa8b3062a88a91c4df53a00ee2d840a"><code>2f05967</code></a>
style: Format</li>
<li>Additional commits viewable in <a
href="https://github.com/mkdocstrings/griffe/compare/1.6.0...1.6.1">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
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---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 87610b86aa..d7ccbd7899 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1958,14 +1958,14 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "griffe"
-version = "1.6.0"
+version = "1.6.1"
 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "griffe-1.6.0-py3-none-any.whl", hash = "sha256:9f1dfe035d4715a244ed2050dfbceb05b1f470809ed4f6bb10ece5a7302f8dd1"},
-    {file = "griffe-1.6.0.tar.gz", hash = "sha256:eb5758088b9c73ad61c7ac014f3cdfb4c57b5c2fcbfca69996584b702aefa354"},
+    {file = "griffe-1.6.1-py3-none-any.whl", hash = "sha256:b0131670db16834f82383bcf4f788778853c9bf4dc7a1a2b708bb0808ca56a98"},
+    {file = "griffe-1.6.1.tar.gz", hash = "sha256:ff0acf706b2680f8c721412623091c891e752b2c61b7037618f7b77d06732cf5"},
 ]
 
 [package.dependencies]
@@ -5836,4 +5836,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "01184bff7db135bb47cc3cb014fd830f07f7ae8934ead4c616bae11516a8a85b"
+content-hash = "8861a4b201065092cfa6fa541eb8e23e0991db766496b6c65aef926b438343fc"
diff --git a/pyproject.toml b/pyproject.toml
index d2a7d00add..a24773e18f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -103,7 +103,7 @@ docutils = "!=0.21.post1"   # https://github.com/python-poetry/poetry/issues/924
 [tool.poetry.group.docs.dependencies]
 # for mkdocs
 mkdocs = "1.6.1"
-griffe = "1.6.0"
+griffe = "1.6.1"
 jinja2 = "3.1.6"
 mkdocstrings = "0.29.0"
 mkdocstrings-python = "1.16.6"

From 714f08069a86582461255cf82e78136a097fc3fb Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 18 Mar 2025 21:13:38 -0400
Subject: [PATCH 062/357] Build: Bump pre-commit from 4.1.0 to 4.2.0 (#1813)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [pre-commit](https://github.com/pre-commit/pre-commit) from 4.1.0
to 4.2.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/pre-commit/pre-commit/releases">pre-commit's
releases</a>.</em></p>
<blockquote>
<h2>pre-commit v4.2.0</h2>
<h3>Features</h3>
<ul>
<li>For <code>language: python</code> first attempt a versioned python
executable for the default language version before consulting a
potentially unversioned <code>sys.executable</code>.
<ul>
<li><a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3430">#3430</a>
PR by <a
href="https://github.com/asottile"><code>@​asottile</code></a>.</li>
</ul>
</li>
</ul>
<h3>Fixes</h3>
<ul>
<li>Handle error during conflict detection when a file is named
&quot;HEAD&quot;
<ul>
<li><a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3425">#3425</a>
PR by <a
href="https://github.com/tusharsadhwani"><code>@​tusharsadhwani</code></a>.</li>
</ul>
</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/pre-commit/pre-commit/blob/main/CHANGELOG.md">pre-commit's
changelog</a>.</em></p>
<blockquote>
<h1>4.2.0 - 2025-03-18</h1>
<h3>Features</h3>
<ul>
<li>For <code>language: python</code> first attempt a versioned python
executable for
the default language version before consulting a potentially unversioned
<code>sys.executable</code>.
<ul>
<li><a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3430">#3430</a>
PR by <a
href="https://github.com/asottile"><code>@​asottile</code></a>.</li>
</ul>
</li>
</ul>
<h3>Fixes</h3>
<ul>
<li>Handle error during conflict detection when a file is named
&quot;HEAD&quot;
<ul>
<li><a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3425">#3425</a>
PR by <a
href="https://github.com/tusharsadhwani"><code>@​tusharsadhwani</code></a>.</li>
</ul>
</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pre-commit/pre-commit/commit/aa48766b888990e7b118d12cf757109d96e65a7e"><code>aa48766</code></a>
v4.2.0</li>
<li><a
href="https://github.com/pre-commit/pre-commit/commit/bf6f11dc6ce59f2f12e5d02a6449ea2449aa64c4"><code>bf6f11d</code></a>
Merge pull request <a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3430">#3430</a>
from pre-commit/preferential-sys-impl</li>
<li><a
href="https://github.com/pre-commit/pre-commit/commit/3e8d0f5e1c449381272b80241140e985631f9912"><code>3e8d0f5</code></a>
adjust python default_language_version to prefer versioned exe</li>
<li><a
href="https://github.com/pre-commit/pre-commit/commit/ff7256cedf8c78b326f4503373d142a5a9827e90"><code>ff7256c</code></a>
Merge pull request <a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3425">#3425</a>
from tusharsadhwani/ambiguous-ref</li>
<li><a
href="https://github.com/pre-commit/pre-commit/commit/b7eb412c798424a94ca83c72eed6f97271545dc4"><code>b7eb412</code></a>
fix: crash on ambiguous ref 'HEAD'</li>
<li><a
href="https://github.com/pre-commit/pre-commit/commit/7b88c63ae691cb243c3137bce8fb870523e0a884"><code>7b88c63</code></a>
Merge pull request <a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3404">#3404</a>
from pre-commit/pre-commit-ci-update-config</li>
<li><a
href="https://github.com/pre-commit/pre-commit/commit/94b97e28f7cc7d9bcb536d7a3cf7ef6311e076fd"><code>94b97e2</code></a>
[pre-commit.ci] pre-commit autoupdate</li>
<li><a
href="https://github.com/pre-commit/pre-commit/commit/2f93b804849e9237561417fbca29cb8d8ea4c905"><code>2f93b80</code></a>
Merge pull request <a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3401">#3401</a>
from pre-commit/pre-commit-ci-update-config</li>
<li><a
href="https://github.com/pre-commit/pre-commit/commit/4f90a1e88a80dd460f36e21d774d06bf0e73921b"><code>4f90a1e</code></a>
[pre-commit.ci] pre-commit autoupdate</li>
<li><a
href="https://github.com/pre-commit/pre-commit/commit/aba1ce04e70162ca48b12f809ceffb253b788fe6"><code>aba1ce0</code></a>
Merge pull request <a
href="https://redirect.github.com/pre-commit/pre-commit/issues/3396">#3396</a>
from pre-commit/all-repos_autofix_all-repos-sed</li>
<li>Additional commits viewable in <a
href="https://github.com/pre-commit/pre-commit/compare/v4.1.0...v4.2.0">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=pre-commit&package-manager=pip&previous-version=4.1.0&new-version=4.2.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

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---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index d7ccbd7899..63570a3c1c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3538,14 +3538,14 @@ tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "p
 
 [[package]]
 name = "pre-commit"
-version = "4.1.0"
+version = "4.2.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "pre_commit-4.1.0-py2.py3-none-any.whl", hash = "sha256:d29e7cb346295bcc1cc75fc3e92e343495e3ea0196c9ec6ba53f49f10ab6ae7b"},
-    {file = "pre_commit-4.1.0.tar.gz", hash = "sha256:ae3f018575a588e30dfddfab9a05448bfbd6b73d78709617b5a2b853549716d4"},
+    {file = "pre_commit-4.2.0-py2.py3-none-any.whl", hash = "sha256:a009ca7205f1eb497d10b845e52c838a98b6cdd2102a6c8e4540e94ee75c58bd"},
+    {file = "pre_commit-4.2.0.tar.gz", hash = "sha256:601283b9757afd87d40c4c4a9b2b5de9637a8ea02eaff7adc2d0fb4e04841146"},
 ]
 
 [package.dependencies]
@@ -5836,4 +5836,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "8861a4b201065092cfa6fa541eb8e23e0991db766496b6c65aef926b438343fc"
+content-hash = "5d204602b6b13406974f569c1a904103b7f428530e8a08100076180862134848"
diff --git a/pyproject.toml b/pyproject.toml
index a24773e18f..277d3e36a8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -87,7 +87,7 @@ thrift-sasl = { version = ">=0.4.3", optional = true }
 pytest = "7.4.4"
 pytest-checkdocs = "2.13.0"
 pytest-lazy-fixture = "0.6.3"
-pre-commit = "4.1.0"
+pre-commit = "4.2.0"
 fastavro = "1.10.0"
 coverage = { version = "^7.4.2", extras = ["toml"] }
 requests-mock = "1.12.1"

From c9b714fa6861ab8bee6d39988b3a38f1af713d4f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 18 Mar 2025 21:34:17 -0400
Subject: [PATCH 063/357] Build: Bump mkdocs-literate-nav from 0.6.1 to 0.6.2
 (#1812)

Bumps
[mkdocs-literate-nav](https://github.com/oprypin/mkdocs-literate-nav)
from 0.6.1 to 0.6.2.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/oprypin/mkdocs-literate-nav/releases">mkdocs-literate-nav's
releases</a>.</em></p>
<blockquote>
<h2>v0.6.2</h2>
<ul>
<li><a
href="https://github.com/oprypin/mkdocs-literate-nav/commit/6cc020ab973468678fa4420434ce84ee53ea2208?w=1">Fix
compatibility with MkDocs 1.6+</a></li>
<li>Require at least MkDocs 1.4</li>
</ul>
<p>Other refactors, see <a
href="https://github.com/oprypin/mkdocs-literate-nav/compare/v0.6.1...v0.6.2">https://github.com/oprypin/mkdocs-literate-nav/compare/v0.6.1...v0.6.2</a></p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/oprypin/mkdocs-literate-nav/commit/7423f00fe2c26c879310f76631b8180cb2bb6ace"><code>7423f00</code></a>
v0.6.2</li>
<li><a
href="https://github.com/oprypin/mkdocs-literate-nav/commit/285344cc3e328c484deb5d932b722a252336e71b"><code>285344c</code></a>
Update deps</li>
<li><a
href="https://github.com/oprypin/mkdocs-literate-nav/commit/c39fba6d1d789fb7ab9ee31d75fc2ec5973797c0"><code>c39fba6</code></a>
Put more items into TYPE_CHECKING</li>
<li><a
href="https://github.com/oprypin/mkdocs-literate-nav/commit/889bcb240e2757f4a2a0efd3a0ef9d58db96427d"><code>889bcb2</code></a>
Update deps</li>
<li><a
href="https://github.com/oprypin/mkdocs-literate-nav/commit/12f9f79e8ce5d6ee2c934e7787d20d0f055e4c50"><code>12f9f79</code></a>
Add more lints, update deps</li>
<li><a
href="https://github.com/oprypin/mkdocs-literate-nav/commit/57210ef5a0e855d7cf49be6e2136e9208493cc13"><code>57210ef</code></a>
Update template, fix lints, update docs deps</li>
<li><a
href="https://github.com/oprypin/mkdocs-literate-nav/commit/6cc020ab973468678fa4420434ce84ee53ea2208"><code>6cc020a</code></a>
Fix types and compatibility with MkDocs 1.6</li>
<li><a
href="https://github.com/oprypin/mkdocs-literate-nav/commit/9c0564974487df94a62158028fd5e839f6779f68"><code>9c05649</code></a>
Template upgrade</li>
<li><a
href="https://github.com/oprypin/mkdocs-literate-nav/commit/07787d5ac634eca808742de2dfafad60f676d90c"><code>07787d5</code></a>
Refactor</li>
<li><a
href="https://github.com/oprypin/mkdocs-literate-nav/commit/1a7b4d74d283cdabe0b625614cf00e299d678c3f"><code>1a7b4d7</code></a>
Refactor for type annotations</li>
<li>Additional commits viewable in <a
href="https://github.com/oprypin/mkdocs-literate-nav/compare/v0.6.1...v0.6.2">compare
view</a></li>
</ul>
</details>
<br />


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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock    | 12 ++++++------
 pyproject.toml |  2 +-
 2 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 63570a3c1c..dffd20fcad 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2535,18 +2535,18 @@ pyyaml = ">=5.1"
 
 [[package]]
 name = "mkdocs-literate-nav"
-version = "0.6.1"
+version = "0.6.2"
 description = "MkDocs plugin to specify the navigation in Markdown instead of YAML"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "mkdocs_literate_nav-0.6.1-py3-none-any.whl", hash = "sha256:e70bdc4a07050d32da79c0b697bd88e9a104cf3294282e9cb20eec94c6b0f401"},
-    {file = "mkdocs_literate_nav-0.6.1.tar.gz", hash = "sha256:78a7ab6d878371728acb0cdc6235c9b0ffc6e83c997b037f4a5c6ff7cef7d759"},
+    {file = "mkdocs_literate_nav-0.6.2-py3-none-any.whl", hash = "sha256:0a6489a26ec7598477b56fa112056a5e3a6c15729f0214bea8a4dbc55bd5f630"},
+    {file = "mkdocs_literate_nav-0.6.2.tar.gz", hash = "sha256:760e1708aa4be86af81a2b56e82c739d5a8388a0eab1517ecfd8e5aa40810a75"},
 ]
 
 [package.dependencies]
-mkdocs = ">=1.0.3"
+mkdocs = ">=1.4.1"
 
 [[package]]
 name = "mkdocs-material"
@@ -5836,4 +5836,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "5d204602b6b13406974f569c1a904103b7f428530e8a08100076180862134848"
+content-hash = "4d38bdd14830aa533b413b32421f4572e1eb4d06261fb770ac5f6149c48ecf85"
diff --git a/pyproject.toml b/pyproject.toml
index 277d3e36a8..323dbc693f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -107,7 +107,7 @@ griffe = "1.6.1"
 jinja2 = "3.1.6"
 mkdocstrings = "0.29.0"
 mkdocstrings-python = "1.16.6"
-mkdocs-literate-nav = "0.6.1"
+mkdocs-literate-nav = "0.6.2"
 mkdocs-autorefs = "1.4.1"
 mkdocs-gen-files = "0.5.0"
 mkdocs-material = "9.6.9"

From 87fa187cce0cb7875bd0f1af1439da1c805bb354 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Wed, 19 Mar 2025 12:37:19 +0100
Subject: [PATCH 064/357] Upsert: Don't produce empty snapshots (#1810)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

Yikes! This makes sure to only produce a snapshot when there is anything
to update or append.

# Are these changes tested?

Yes, by checking the snapshots that are being produced.

# Are there any user-facing changes?

Smaller metadata and faster commits when there is nothing to
append/update :)

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/table/__init__.py | 10 ++++++----
 tests/table/test_upsert.py  | 13 +++++++++++++
 2 files changed, 19 insertions(+), 4 deletions(-)

diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index a189b07c1e..cab5d73d27 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -1198,10 +1198,11 @@ def upsert(
 
                 update_row_cnt = len(rows_to_update)
 
-                # build the match predicate filter
-                overwrite_mask_predicate = upsert_util.create_match_filter(rows_to_update, join_cols)
+                if len(rows_to_update) > 0:
+                    # build the match predicate filter
+                    overwrite_mask_predicate = upsert_util.create_match_filter(rows_to_update, join_cols)
 
-                tx.overwrite(rows_to_update, overwrite_filter=overwrite_mask_predicate)
+                    tx.overwrite(rows_to_update, overwrite_filter=overwrite_mask_predicate)
 
             if when_not_matched_insert_all:
                 expr_match = upsert_util.create_match_filter(matched_iceberg_table, join_cols)
@@ -1211,7 +1212,8 @@ def upsert(
 
                 insert_row_cnt = len(rows_to_insert)
 
-                tx.append(rows_to_insert)
+                if insert_row_cnt > 0:
+                    tx.append(rows_to_insert)
 
         return UpsertResult(rows_updated=update_row_cnt, rows_inserted=insert_row_cnt)
 
diff --git a/tests/table/test_upsert.py b/tests/table/test_upsert.py
index 7f9e13b5a1..19bfbc01de 100644
--- a/tests/table/test_upsert.py
+++ b/tests/table/test_upsert.py
@@ -28,6 +28,7 @@
 from pyiceberg.io.pyarrow import schema_to_pyarrow
 from pyiceberg.schema import Schema
 from pyiceberg.table import UpsertResult
+from pyiceberg.table.snapshots import Operation
 from pyiceberg.table.upsert_util import create_match_filter
 from pyiceberg.types import IntegerType, NestedField, StringType
 from tests.catalog.test_base import InMemoryCatalog, Table
@@ -368,9 +369,21 @@ def test_upsert_with_identifier_fields(catalog: Catalog) -> None:
     )
     upd = tbl.upsert(df)
 
+    expected_operations = [Operation.APPEND, Operation.OVERWRITE, Operation.APPEND, Operation.APPEND]
+
     assert upd.rows_updated == 1
     assert upd.rows_inserted == 1
 
+    assert [snap.summary.operation for snap in tbl.snapshots() if snap.summary is not None] == expected_operations
+
+    # This should be a no-op
+    upd = tbl.upsert(df)
+
+    assert upd.rows_updated == 0
+    assert upd.rows_inserted == 0
+
+    assert [snap.summary.operation for snap in tbl.snapshots() if snap.summary is not None] == expected_operations
+
 
 def test_upsert_into_empty_table(catalog: Catalog) -> None:
     identifier = "default.test_upsert_into_empty_table"

From eec672efed94f7fc686cbb9f8a8b056bb0de045a Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Wed, 19 Mar 2025 12:37:37 +0100
Subject: [PATCH 065/357] Add JSON single value encoding (#1805)

# Rationale for this change

Adds support for encoding built-in Python values into JSON encoded
values, according to the spec:
https://iceberg.apache.org/spec/#json-single-value-serialization

# Are these changes tested?

Yes, with both expected/actual and round-trip tests.

# Are there any user-facing changes?

No
<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/conversions.py  | 219 +++++++++++++++++++++++++++++++++++++-
 tests/test_conversions.py |  49 +++++++++
 2 files changed, 266 insertions(+), 2 deletions(-)

diff --git a/pyiceberg/conversions.py b/pyiceberg/conversions.py
index 7c1455d437..ed5c6f7aac 100644
--- a/pyiceberg/conversions.py
+++ b/pyiceberg/conversions.py
@@ -20,6 +20,7 @@
     - Converting partition strings to built-in python objects.
     - Converting a value to a byte buffer.
     - Converting a byte buffer to a value.
+    - Converting a json-single field serialized field
 
 Note:
     Conversion logic varies based on the PrimitiveType implementation. Therefore conversion functions
@@ -28,6 +29,7 @@
     implementations that share the same conversion logic, registrations can be stacked.
 """
 
+import codecs
 import uuid
 from datetime import date, datetime, time
 from decimal import Decimal
@@ -60,7 +62,23 @@
     UUIDType,
     strtobool,
 )
-from pyiceberg.utils.datetime import date_to_days, datetime_to_micros, time_to_micros
+from pyiceberg.utils.datetime import (
+    date_str_to_days,
+    date_to_days,
+    datetime_to_micros,
+    days_to_date,
+    micros_to_time,
+    micros_to_timestamp,
+    micros_to_timestamptz,
+    time_str_to_micros,
+    time_to_micros,
+    timestamp_to_micros,
+    timestamptz_to_micros,
+    to_human_day,
+    to_human_time,
+    to_human_timestamp,
+    to_human_timestamptz,
+)
 from pyiceberg.utils.decimal import decimal_to_bytes, unscaled_to_decimal
 
 _BOOL_STRUCT = Struct("<?")
@@ -283,7 +301,7 @@ def from_bytes(primitive_type: PrimitiveType, b: bytes) -> L:  # type: ignore
         primitive_type (PrimitiveType): An implementation of the PrimitiveType base class.
         b (bytes): The bytes to convert.
     """
-    raise TypeError(f"Cannot deserialize bytes, type {primitive_type} not supported: {str(b)}")
+    raise TypeError(f"Cannot deserialize bytes, type {primitive_type} not supported: {b!r}")
 
 
 @from_bytes.register(BooleanType)
@@ -336,3 +354,200 @@ def _(primitive_type: DecimalType, buf: bytes) -> Decimal:
 @from_bytes.register(UnknownType)
 def _(type_: UnknownType, buf: bytes) -> None:
     return None
+
+
+@singledispatch  # type: ignore
+def to_json(primitive_type: PrimitiveType, val: Any) -> L:  # type: ignore
+    """Convert built-in python values into JSON value types.
+
+    https://iceberg.apache.org/spec/#json-single-value-serialization
+
+    Args:
+        primitive_type (PrimitiveType): An implementation of the PrimitiveType base class.
+        val (Any): The arbitrary built-in value to convert into the right form
+    """
+    raise TypeError(f"Cannot deserialize bytes, type {primitive_type} not supported: {val}")
+
+
+@to_json.register(BooleanType)
+def _(_: BooleanType, val: bool) -> bool:
+    """Python bool automatically converts into a JSON bool."""
+    return val
+
+
+@to_json.register(IntegerType)
+@to_json.register(LongType)
+def _(_: Union[IntegerType, LongType], val: int) -> int:
+    """Python int automatically converts to a JSON int."""
+    return val
+
+
+@to_json.register(DateType)
+def _(_: DateType, val: Union[date, int]) -> str:
+    """JSON date is string encoded."""
+    if isinstance(val, date):
+        val = date_to_days(val)
+    return to_human_day(val)
+
+
+@to_json.register(TimeType)
+def _(_: TimeType, val: Union[int, time]) -> str:
+    """Python time or microseconds since epoch serializes into an ISO8601 time."""
+    if isinstance(val, time):
+        val = time_to_micros(val)
+    return to_human_time(val)
+
+
+@to_json.register(TimestampType)
+def _(_: PrimitiveType, val: Union[int, datetime]) -> str:
+    """Python datetime (without timezone) or microseconds since epoch serializes into an ISO8601 timestamp."""
+    if isinstance(val, datetime):
+        val = datetime_to_micros(val)
+
+    return to_human_timestamp(val)
+
+
+@to_json.register(TimestamptzType)
+def _(_: TimestamptzType, val: Union[int, datetime]) -> str:
+    """Python datetime (with timezone) or microseconds since epoch serializes into an ISO8601 timestamp."""
+    if isinstance(val, datetime):
+        val = datetime_to_micros(val)
+    return to_human_timestamptz(val)
+
+
+@to_json.register(FloatType)
+@to_json.register(DoubleType)
+def _(_: Union[FloatType, DoubleType], val: float) -> float:
+    """Float serializes into JSON float."""
+    return val
+
+
+@to_json.register(StringType)
+def _(_: StringType, val: str) -> str:
+    """Python string serializes into JSON string."""
+    return val
+
+
+@to_json.register(FixedType)
+def _(t: FixedType, b: bytes) -> str:
+    """Python bytes serializes into hexadecimal encoded string."""
+    if len(t) != len(b):
+        raise ValueError(f"FixedType has length {len(t)}, which is different from the value: {len(b)}")
+
+    return codecs.encode(b, "hex").decode(UTF8)
+
+
+@to_json.register(BinaryType)
+def _(_: BinaryType, b: bytes) -> str:
+    """Python bytes serializes into hexadecimal encoded string."""
+    return codecs.encode(b, "hex").decode(UTF8)
+
+
+@to_json.register(DecimalType)
+def _(_: DecimalType, val: Decimal) -> str:
+    """Python decimal serializes into string.
+
+    Stores the string representation of the decimal value, specifically, for
+    values with a positive scale, the number of digits to the right of the
+    decimal point is used to indicate scale, for values with a negative scale,
+    the scientific notation is used and the exponent must equal the negated scale.
+    """
+    return str(val)
+
+
+@to_json.register(UUIDType)
+def _(_: UUIDType, val: uuid.UUID) -> str:
+    """Serialize into a JSON string."""
+    return str(val)
+
+
+@singledispatch  # type: ignore
+def from_json(primitive_type: PrimitiveType, val: Any) -> L:  # type: ignore
+    """Convert JSON value types into built-in python values.
+
+    https://iceberg.apache.org/spec/#json-single-value-serialization
+
+    Args:
+        primitive_type (PrimitiveType): An implementation of the PrimitiveType base class.
+        val (Any): The arbitrary JSON value to convert into the right form
+    """
+    raise TypeError(f"Cannot deserialize bytes, type {primitive_type} not supported: {str(val)}")
+
+
+@from_json.register(BooleanType)
+def _(_: BooleanType, val: bool) -> bool:
+    """JSON bool automatically converts into a Python bool."""
+    return val
+
+
+@from_json.register(IntegerType)
+@from_json.register(LongType)
+def _(_: Union[IntegerType, LongType], val: int) -> int:
+    """JSON int automatically converts to a Python int."""
+    return val
+
+
+@from_json.register(DateType)
+def _(_: DateType, val: str) -> date:
+    """JSON date is string encoded."""
+    return days_to_date(date_str_to_days(val))
+
+
+@from_json.register(TimeType)
+def _(_: TimeType, val: str) -> time:
+    """JSON ISO8601 string into Python time."""
+    return micros_to_time(time_str_to_micros(val))
+
+
+@from_json.register(TimestampType)
+def _(_: PrimitiveType, val: str) -> datetime:
+    """JSON ISO8601 string into Python datetime."""
+    return micros_to_timestamp(timestamp_to_micros(val))
+
+
+@from_json.register(TimestamptzType)
+def _(_: TimestamptzType, val: str) -> datetime:
+    """JSON ISO8601 string into Python datetime."""
+    return micros_to_timestamptz(timestamptz_to_micros(val))
+
+
+@from_json.register(FloatType)
+@from_json.register(DoubleType)
+def _(_: Union[FloatType, DoubleType], val: float) -> float:
+    """JSON float deserializes into a Python float."""
+    return val
+
+
+@from_json.register(StringType)
+def _(_: StringType, val: str) -> str:
+    """JSON string serializes into a Python string."""
+    return val
+
+
+@from_json.register(FixedType)
+def _(t: FixedType, val: str) -> bytes:
+    """JSON hexadecimal encoded string into bytes."""
+    b = codecs.decode(val.encode(UTF8), "hex")
+
+    if len(t) != len(b):
+        raise ValueError(f"FixedType has length {len(t)}, which is different from the value: {len(b)}")
+
+    return b
+
+
+@from_json.register(BinaryType)
+def _(_: BinaryType, val: str) -> bytes:
+    """JSON hexadecimal encoded string into bytes."""
+    return codecs.decode(val.encode(UTF8), "hex")
+
+
+@from_json.register(DecimalType)
+def _(_: DecimalType, val: str) -> Decimal:
+    """Convert JSON string into a Python Decimal."""
+    return Decimal(val)
+
+
+@from_json.register(UUIDType)
+def _(_: UUIDType, val: str) -> uuid.UUID:
+    """Convert JSON string into Python UUID."""
+    return uuid.UUID(val)
diff --git a/tests/test_conversions.py b/tests/test_conversions.py
index f57998aa4e..0eafb96602 100644
--- a/tests/test_conversions.py
+++ b/tests/test_conversions.py
@@ -545,3 +545,52 @@ def test_datetime_obj_to_bytes(primitive_type: PrimitiveType, value: Union[datet
     bytes_from_value = conversions.to_bytes(primitive_type, value)
 
     assert bytes_from_value == expected_bytes
+
+
+@pytest.mark.parametrize(
+    "primitive_type, value, expected",
+    [
+        (BooleanType(), True, True),
+        (IntegerType(), 34, 34),
+        (LongType(), 34, 34),
+        (FloatType(), 1.0, 1.0),
+        (DoubleType(), 1.0, 1.0),
+        (DecimalType(9, 4), Decimal("123.4500"), "123.4500"),
+        (DecimalType(9, 0), Decimal("2"), "2"),
+        (DecimalType(9, -20), Decimal("2E+20"), "2E+20"),
+        (DateType(), date(2017, 11, 16), "2017-11-16"),
+        (TimeType(), time(22, 31, 8, 123456), "22:31:08.123456"),
+        (TimestampType(), datetime(2017, 11, 16, 22, 31, 8, 123456), "2017-11-16T22:31:08.123456"),
+        (TimestamptzType(), datetime(2017, 11, 16, 22, 31, 8, 123456, tzinfo=timezone.utc), "2017-11-16T22:31:08.123456+00:00"),
+        (StringType(), "iceberg", "iceberg"),
+        (BinaryType(), b"\x01\x02\x03\xff", "010203ff"),
+        (FixedType(4), b"\x01\x02\x03\xff", "010203ff"),
+    ],
+)
+def test_json_single_serialization(primitive_type: PrimitiveType, value: Any, expected: Any) -> None:
+    json_val = conversions.to_json(primitive_type, value)
+    assert json_val == expected
+
+
+@pytest.mark.parametrize(
+    "primitive_type, value",
+    [
+        (BooleanType(), True),
+        (IntegerType(), 34),
+        (LongType(), 34),
+        (FloatType(), 1.0),
+        (DoubleType(), 1.0),
+        (DecimalType(9, 4), Decimal("123.4500")),
+        (DecimalType(9, 0), Decimal("2")),
+        (DecimalType(9, -20), Decimal("2E+20")),
+        (DateType(), date(2017, 11, 16)),
+        (TimeType(), time(22, 31, 8, 123456)),
+        (TimestampType(), datetime(2017, 11, 16, 22, 31, 8, 123456)),
+        (TimestamptzType(), datetime(2017, 11, 16, 22, 31, 8, 123456, tzinfo=timezone.utc)),
+        (StringType(), "iceberg"),
+        (BinaryType(), b"\x01\x02\x03\xff"),
+        (FixedType(4), b"\x01\x02\x03\xff"),
+    ],
+)
+def test_json_serialize_roundtrip(primitive_type: PrimitiveType, value: Any) -> None:
+    assert value == conversions.from_json(primitive_type, conversions.to_json(primitive_type, value))

From a751e4b3c082fc040cfa28d63f661e7491f13fdb Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 21 Mar 2025 09:57:25 +0100
Subject: [PATCH 066/357] Build: Bump griffe from 1.6.1 to 1.6.2 (#1823)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [griffe](https://github.com/mkdocstrings/griffe) from 1.6.1 to
1.6.2.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/griffe/releases">griffe's
releases</a>.</em></p>
<blockquote>
<h2>1.6.2</h2>
<h2><a
href="https://github.com/mkdocstrings/griffe/releases/tag/1.6.2">1.6.2</a>
- 2025-03-20</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/griffe/compare/1.6.1...1.6.2">Compare
with 1.6.1</a><!-- raw HTML omitted --></p>
<h3>Code Refactoring</h3>
<ul>
<li>Maintain exports order (<code>__all__</code>) (<a
href="https://github.com/mkdocstrings/griffe/commit/ded36bf94ed4b8b83797e9da4a3d034d0533a5bd">ded36bf</a>
by Timothée Mazzucotelli).</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/griffe/blob/main/CHANGELOG.md">griffe's
changelog</a>.</em></p>
<blockquote>
<h2><a
href="https://github.com/mkdocstrings/griffe/releases/tag/1.6.2">1.6.2</a>
- 2025-03-20</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/griffe/compare/1.6.1...1.6.2">Compare
with 1.6.1</a><!-- raw HTML omitted --></p>
<h3>Code Refactoring</h3>
<ul>
<li>Maintain exports order (<code>__all__</code>) (<a
href="https://github.com/mkdocstrings/griffe/commit/ded36bf94ed4b8b83797e9da4a3d034d0533a5bd">ded36bf</a>
by Timothée Mazzucotelli).</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/ed33a82b26679772c5525bd0470168043ec2ba88"><code>ed33a82</code></a>
chore: Prepare release 1.6.2</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/ded36bf94ed4b8b83797e9da4a3d034d0533a5bd"><code>ded36bf</code></a>
refactor: Maintain exports order (<code>__all__</code>)</li>
<li>See full diff in <a
href="https://github.com/mkdocstrings/griffe/compare/1.6.1...1.6.2">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index dffd20fcad..436b24740b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1958,14 +1958,14 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "griffe"
-version = "1.6.1"
+version = "1.6.2"
 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "griffe-1.6.1-py3-none-any.whl", hash = "sha256:b0131670db16834f82383bcf4f788778853c9bf4dc7a1a2b708bb0808ca56a98"},
-    {file = "griffe-1.6.1.tar.gz", hash = "sha256:ff0acf706b2680f8c721412623091c891e752b2c61b7037618f7b77d06732cf5"},
+    {file = "griffe-1.6.2-py3-none-any.whl", hash = "sha256:6399f7e663150e4278a312a8e8a14d2f3d7bd86e2ef2f8056a1058e38579c2ee"},
+    {file = "griffe-1.6.2.tar.gz", hash = "sha256:3a46fa7bd83280909b63c12b9a975732a927dd97809efe5b7972290b606c5d91"},
 ]
 
 [package.dependencies]
@@ -5836,4 +5836,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "4d38bdd14830aa533b413b32421f4572e1eb4d06261fb770ac5f6149c48ecf85"
+content-hash = "97b283e2167cfd8049775ab1bf9a2b66770cea0a8c597885636ea98f3b60d98b"
diff --git a/pyproject.toml b/pyproject.toml
index 323dbc693f..f49684d4a6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -103,7 +103,7 @@ docutils = "!=0.21.post1"   # https://github.com/python-poetry/poetry/issues/924
 [tool.poetry.group.docs.dependencies]
 # for mkdocs
 mkdocs = "1.6.1"
-griffe = "1.6.1"
+griffe = "1.6.2"
 jinja2 = "3.1.6"
 mkdocstrings = "0.29.0"
 mkdocstrings-python = "1.16.6"

From 4be43358d94b3276678c627dda0a2a65ad6c1bf9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 21 Mar 2025 19:41:53 +0100
Subject: [PATCH 067/357] Build: Bump mkdocstrings-python from 1.16.6 to 1.16.7
 (#1824)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [mkdocstrings-python](https://github.com/mkdocstrings/python) from
1.16.6 to 1.16.7.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/python/releases">mkdocstrings-python's
releases</a>.</em></p>
<blockquote>
<h2>1.16.7</h2>
<h2><a
href="https://github.com/mkdocstrings/python/releases/tag/1.16.7">1.16.7</a>
- 2025-03-20</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/python/compare/1.16.6...1.16.7">Compare
with 1.16.6</a><!-- raw HTML omitted --></p>
<h3>Code Refactoring</h3>
<ul>
<li>Prepare <code>public</code> filtering method feature (<a
href="https://github.com/mkdocstrings/python/commit/fde20191cab20f39d9e5e729a95cdfa3390b8f1f">fde2019</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/python/issues/78">Issue-78</a></li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/python/blob/main/CHANGELOG.md">mkdocstrings-python's
changelog</a>.</em></p>
<blockquote>
<h2><a
href="https://github.com/mkdocstrings/python/releases/tag/1.16.7">1.16.7</a>
- 2025-03-20</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/python/compare/1.16.6...1.16.7">Compare
with 1.16.6</a><!-- raw HTML omitted --></p>
<h3>Code Refactoring</h3>
<ul>
<li>Prepare <code>public</code> filtering method feature (<a
href="https://github.com/mkdocstrings/python/commit/fde20191cab20f39d9e5e729a95cdfa3390b8f1f">fde2019</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/python/issues/78">Issue-78</a></li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/mkdocstrings/python/commit/148f2456ed9a337b6cff381171420a3b65186384"><code>148f245</code></a>
chore: Prepare release 1.16.7</li>
<li><a
href="https://github.com/mkdocstrings/python/commit/fde20191cab20f39d9e5e729a95cdfa3390b8f1f"><code>fde2019</code></a>
refactor: Prepare <code>public</code> filtering method feature</li>
<li><a
href="https://github.com/mkdocstrings/python/commit/9f43ed9899e15c01490901e90fcf0d78e77e48b7"><code>9f43ed9</code></a>
chore: Fix invalid Yore comments</li>
<li>See full diff in <a
href="https://github.com/mkdocstrings/python/compare/1.16.6...1.16.7">compare
view</a></li>
</ul>
</details>
<br />


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Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 436b24740b..dedc4a6e26 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2634,14 +2634,14 @@ python-legacy = ["mkdocstrings-python-legacy (>=0.2.1)"]
 
 [[package]]
 name = "mkdocstrings-python"
-version = "1.16.6"
+version = "1.16.7"
 description = "A Python handler for mkdocstrings."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "mkdocstrings_python-1.16.6-py3-none-any.whl", hash = "sha256:de877dd71f69878c973c4897a39683b7b6961bee7b058879095b69681488453f"},
-    {file = "mkdocstrings_python-1.16.6.tar.gz", hash = "sha256:cefe0f0e17ab4a4611f01b0a2af75e4298664e0ff54feb83c91a485bfed82dc9"},
+    {file = "mkdocstrings_python-1.16.7-py3-none-any.whl", hash = "sha256:a5589a5be247a28ba651287f83630c69524042f8055d93b5c203d804a3409333"},
+    {file = "mkdocstrings_python-1.16.7.tar.gz", hash = "sha256:cdfc1a99fe5f6f0d90446a364ef7cac12014a4ef46114b2677a58cec84007117"},
 ]
 
 [package.dependencies]
@@ -5836,4 +5836,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "97b283e2167cfd8049775ab1bf9a2b66770cea0a8c597885636ea98f3b60d98b"
+content-hash = "78b35e36ef2c33f3de45d9f3abb298e552c821158327cba8f813d51207d22de2"
diff --git a/pyproject.toml b/pyproject.toml
index f49684d4a6..e68fa67495 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -106,7 +106,7 @@ mkdocs = "1.6.1"
 griffe = "1.6.2"
 jinja2 = "3.1.6"
 mkdocstrings = "0.29.0"
-mkdocstrings-python = "1.16.6"
+mkdocstrings-python = "1.16.7"
 mkdocs-literate-nav = "0.6.2"
 mkdocs-autorefs = "1.4.1"
 mkdocs-gen-files = "0.5.0"

From c8649dcb46468687335910cd29313cac5cf15984 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sun, 23 Mar 2025 11:35:50 +0100
Subject: [PATCH 068/357] Build: Bump coverage from 7.7.0 to 7.7.1 (#1827)

---
 poetry.lock | 128 ++++++++++++++++++++++++++--------------------------
 1 file changed, 64 insertions(+), 64 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index dedc4a6e26..a683feaa6e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -804,75 +804,75 @@ markers = {main = "platform_system == \"Windows\"", dev = "platform_system == \"
 
 [[package]]
 name = "coverage"
-version = "7.7.0"
+version = "7.7.1"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "coverage-7.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a538a23119d1e2e2ce077e902d02ea3d8e0641786ef6e0faf11ce82324743944"},
-    {file = "coverage-7.7.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1586ad158523f4133499a4f322b230e2cfef9cc724820dbd58595a5a236186f4"},
-    {file = "coverage-7.7.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7b6c96d69928a3a6767fab8dc1ce8a02cf0156836ccb1e820c7f45a423570d98"},
-    {file = "coverage-7.7.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7f18d47641282664276977c604b5a261e51fefc2980f5271d547d706b06a837f"},
-    {file = "coverage-7.7.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f2a1e18a85bd066c7c556d85277a7adf4651f259b2579113844835ba1a74aafd"},
-    {file = "coverage-7.7.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:70f0925c4e2bfc965369f417e7cc72538fd1ba91639cf1e4ef4b1a6b50439b3b"},
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 ]
 
 [package.dependencies]

From 9573db02831279642cfe3f92d6380c2ce4a107d8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sun, 23 Mar 2025 15:12:25 +0100
Subject: [PATCH 069/357] Build: Bump getdaft from 0.4.7 to 0.4.8 (#1826)

---
 poetry.lock | 20 ++++++++++----------
 1 file changed, 10 insertions(+), 10 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index a683feaa6e..1cd034e2af 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1600,19 +1600,19 @@ gcsfuse = ["fusepy"]
 
 [[package]]
 name = "getdaft"
-version = "0.4.7"
+version = "0.4.8"
 description = "Distributed Dataframes for Multimodal Data"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"daft\""
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-    {file = "getdaft-0.4.7.tar.gz", hash = "sha256:2adcee423172abbcd45af1765082a379aa61af0dbb1692f582d771d96f5086b6"},
+    {file = "getdaft-0.4.8-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:609e59d4b8e87acbacaa3abc59a941c98fd2f4179f19223b79bb19427d4f7e35"},
+    {file = "getdaft-0.4.8-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:006412c1966696ef2408bf50b5a88c5eb946456488ae0358d6d09719faeaddf5"},
+    {file = "getdaft-0.4.8-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:ed7976e70a8810174f9815af7a8ea69fb962d3e8f51dc8a0782e222569be66d3"},
+    {file = "getdaft-0.4.8-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:c3a8651cdeae5ba05e4fe2367f2fb818d0d9a99fa3be2ab1b9c0f7100c0d38bb"},
+    {file = "getdaft-0.4.8-cp39-abi3-win_amd64.whl", hash = "sha256:f3c6d9fc52be167fa8b9d3cda6d916dcb23326757c285d1d0cea386d844068e1"},
+    {file = "getdaft-0.4.8.tar.gz", hash = "sha256:5cbf1ef6e509ffd104bc8ea8ce10b3c7ce480291e966fab2884833e5838d8255"},
 ]
 
 [package.dependencies]
@@ -1623,12 +1623,12 @@ tqdm = "*"
 typing-extensions = {version = ">=4.0.0", markers = "python_full_version < \"3.10.0\""}
 
 [package.extras]
-all = ["getdaft[aws,azure,deltalake,gcp,iceberg,numpy,pandas,ray,sql,unity]"]
+all = ["daft[aws,azure,deltalake,gcp,iceberg,numpy,pandas,ray,sql,unity]"]
 aws = ["boto3"]
-deltalake = ["deltalake"]
+deltalake = ["deltalake", "packaging"]
 hudi = ["pyarrow (>=8.0.0)"]
 iceberg = ["packaging", "pyiceberg (>=0.7.0)"]
-lance = ["lancedb"]
+lance = ["pylance"]
 numpy = ["numpy"]
 pandas = ["pandas"]
 ray = ["packaging", "ray[client,data] (>=2.0.0) ; platform_system != \"Windows\"", "ray[client,data] (>=2.10.0) ; platform_system == \"Windows\""]

From 721a691f24beac7475973d8e5db8413bf9a8e8dc Mon Sep 17 00:00:00 2001
From: Sung Yun <107272191+sungwy@users.noreply.github.com>
Date: Sun, 23 Mar 2025 15:12:46 -0400
Subject: [PATCH 070/357] V3: Introduce `timestamp_ns` and `timestamptz_ns`
 (#1632)

Fixes: https://github.com/apache/iceberg-python/issues/1552

- [x] Add TimestampNanoType and TimestampTzNanoType
- [x] Add Readers and Writers
- [x] Enhance Transforms
- [x] Add String Expressions parsing for nanoseconds timestamps
- [x] Add format-version compatibility check for each type
- [x] Run compatibility check on TableMetadata creation
- [x] Unit tests

python native `datetime` module does not have support for nanoseconds.
We'll need to update our internal date time representations to use a
different library. numpy? arrow?
---
 pyiceberg/avro/reader.py             |  18 +++++
 pyiceberg/avro/resolver.py           |  24 ++++++
 pyiceberg/avro/writer.py             |  12 +++
 pyiceberg/conversions.py             |  17 +++-
 pyiceberg/io/pyarrow.py              |  14 ++++
 pyiceberg/schema.py                  |  41 ++++++++++
 pyiceberg/table/metadata.py          |   7 +-
 pyiceberg/transforms.py              |  98 ++++++++++++++++++-----
 pyiceberg/types.py                   |  51 +++++++++++-
 pyiceberg/utils/datetime.py          |  95 +++++++++++++++++++++++
 pyiceberg/utils/schema_conversion.py |   8 +-
 tests/avro/test_reader.py            |  12 +++
 tests/avro/test_writer.py            |  12 +++
 tests/conftest.py                    |   5 +-
 tests/integration/test_reads.py      |  37 ---------
 tests/table/test_metadata.py         | 111 +++++++++++++++++++++++++++
 tests/test_conversions.py            |   8 ++
 tests/test_transforms.py             |  61 ++++++++++++++-
 tests/utils/test_datetime.py         |  65 +++++++++++++++-
 19 files changed, 627 insertions(+), 69 deletions(-)

diff --git a/pyiceberg/avro/reader.py b/pyiceberg/avro/reader.py
index 21f5d8077f..4c028ed711 100644
--- a/pyiceberg/avro/reader.py
+++ b/pyiceberg/avro/reader.py
@@ -175,6 +175,14 @@ class TimestampReader(IntegerReader):
     """
 
 
+class TimestampNanoReader(IntegerReader):
+    """Reads a nanosecond granularity timestamp from the stream.
+
+    Long is decoded as python integer which represents
+    the number of nanoseconds from the unix epoch, 1 January 1970.
+    """
+
+
 class TimestamptzReader(IntegerReader):
     """Reads a microsecond granularity timestamptz from the stream.
 
@@ -185,6 +193,16 @@ class TimestamptzReader(IntegerReader):
     """
 
 
+class TimestamptzNanoReader(IntegerReader):
+    """Reads a microsecond granularity timestamptz from the stream.
+
+    Long is decoded as python integer which represents
+    the number of nanoseconds from the unix epoch, 1 January 1970.
+
+    Adjusted to UTC.
+    """
+
+
 class StringReader(Reader):
     def read(self, decoder: BinaryDecoder) -> str:
         return decoder.read_utf8()
diff --git a/pyiceberg/avro/resolver.py b/pyiceberg/avro/resolver.py
index 004af8bd4e..9ed111ff40 100644
--- a/pyiceberg/avro/resolver.py
+++ b/pyiceberg/avro/resolver.py
@@ -44,7 +44,9 @@
     StringReader,
     StructReader,
     TimeReader,
+    TimestampNanoReader,
     TimestampReader,
+    TimestamptzNanoReader,
     TimestamptzReader,
     UnknownReader,
     UUIDReader,
@@ -64,6 +66,8 @@
     OptionWriter,
     StringWriter,
     StructWriter,
+    TimestampNanoWriter,
+    TimestamptzNanoWriter,
     TimestamptzWriter,
     TimestampWriter,
     TimeWriter,
@@ -99,7 +103,9 @@
     PrimitiveType,
     StringType,
     StructType,
+    TimestampNanoType,
     TimestampType,
+    TimestamptzNanoType,
     TimestamptzType,
     TimeType,
     UnknownType,
@@ -184,9 +190,15 @@ def visit_time(self, time_type: TimeType) -> Writer:
     def visit_timestamp(self, timestamp_type: TimestampType) -> Writer:
         return TimestampWriter()
 
+    def visit_timestamp_ns(self, timestamp_ns_type: TimestampNanoType) -> Writer:
+        return TimestampNanoWriter()
+
     def visit_timestamptz(self, timestamptz_type: TimestamptzType) -> Writer:
         return TimestamptzWriter()
 
+    def visit_timestamptz_ns(self, timestamptz_ns_type: TimestamptzNanoType) -> Writer:
+        return TimestamptzNanoWriter()
+
     def visit_string(self, string_type: StringType) -> Writer:
         return StringWriter()
 
@@ -332,9 +344,15 @@ def visit_time(self, time_type: TimeType, partner: Optional[IcebergType]) -> Wri
     def visit_timestamp(self, timestamp_type: TimestampType, partner: Optional[IcebergType]) -> Writer:
         return TimestampWriter()
 
+    def visit_timestamp_ns(self, timestamp_ns_type: TimestampNanoType, partner: Optional[IcebergType]) -> Writer:
+        return TimestampNanoWriter()
+
     def visit_timestamptz(self, timestamptz_type: TimestamptzType, partner: Optional[IcebergType]) -> Writer:
         return TimestamptzWriter()
 
+    def visit_timestamptz_ns(self, timestamptz_ns_type: TimestamptzNanoType, partner: Optional[IcebergType]) -> Writer:
+        return TimestamptzNanoWriter()
+
     def visit_string(self, string_type: StringType, partner: Optional[IcebergType]) -> Writer:
         return StringWriter()
 
@@ -465,9 +483,15 @@ def visit_time(self, time_type: TimeType, partner: Optional[IcebergType]) -> Rea
     def visit_timestamp(self, timestamp_type: TimestampType, partner: Optional[IcebergType]) -> Reader:
         return TimestampReader()
 
+    def visit_timestamp_ns(self, timestamp_ns_type: TimestampNanoType, partner: Optional[IcebergType]) -> Reader:
+        return TimestampNanoReader()
+
     def visit_timestamptz(self, timestamptz_type: TimestamptzType, partner: Optional[IcebergType]) -> Reader:
         return TimestamptzReader()
 
+    def visit_timestamptz_ns(self, timestamptz_ns_type: TimestamptzNanoType, partner: Optional[IcebergType]) -> Reader:
+        return TimestamptzNanoReader()
+
     def visit_string(self, string_type: StringType, partner: Optional[IcebergType]) -> Reader:
         return StringReader()
 
diff --git a/pyiceberg/avro/writer.py b/pyiceberg/avro/writer.py
index 51d2d1bcc6..80e96b04ad 100644
--- a/pyiceberg/avro/writer.py
+++ b/pyiceberg/avro/writer.py
@@ -95,12 +95,24 @@ def write(self, encoder: BinaryEncoder, val: int) -> None:
         encoder.write_int(val)
 
 
+@dataclass(frozen=True)
+class TimestampNanoWriter(Writer):
+    def write(self, encoder: BinaryEncoder, val: int) -> None:
+        encoder.write_int(val)
+
+
 @dataclass(frozen=True)
 class TimestamptzWriter(Writer):
     def write(self, encoder: BinaryEncoder, val: int) -> None:
         encoder.write_int(val)
 
 
+@dataclass(frozen=True)
+class TimestamptzNanoWriter(Writer):
+    def write(self, encoder: BinaryEncoder, val: int) -> None:
+        encoder.write_int(val)
+
+
 @dataclass(frozen=True)
 class StringWriter(Writer):
     def write(self, encoder: BinaryEncoder, val: Any) -> None:
diff --git a/pyiceberg/conversions.py b/pyiceberg/conversions.py
index ed5c6f7aac..fe208b4aca 100644
--- a/pyiceberg/conversions.py
+++ b/pyiceberg/conversions.py
@@ -55,7 +55,9 @@
     LongType,
     PrimitiveType,
     StringType,
+    TimestampNanoType,
     TimestampType,
+    TimestamptzNanoType,
     TimestamptzType,
     TimeType,
     UnknownType,
@@ -66,6 +68,7 @@
     date_str_to_days,
     date_to_days,
     datetime_to_micros,
+    datetime_to_nanos,
     days_to_date,
     micros_to_time,
     micros_to_timestamp,
@@ -127,7 +130,9 @@ def _(primitive_type: BooleanType, value_str: str) -> Union[int, float, str, uui
 @partition_to_py.register(DateType)
 @partition_to_py.register(TimeType)
 @partition_to_py.register(TimestampType)
+@partition_to_py.register(TimestampNanoType)
 @partition_to_py.register(TimestamptzType)
+@partition_to_py.register(TimestamptzNanoType)
 @handle_none
 def _(primitive_type: PrimitiveType, value_str: str) -> int:
     """Convert a string to an integer value.
@@ -213,12 +218,20 @@ def _(_: PrimitiveType, value: int) -> bytes:
 
 @to_bytes.register(TimestampType)
 @to_bytes.register(TimestamptzType)
-def _(_: TimestampType, value: Union[datetime, int]) -> bytes:
+def _(_: PrimitiveType, value: Union[datetime, int]) -> bytes:
     if isinstance(value, datetime):
         value = datetime_to_micros(value)
     return _LONG_STRUCT.pack(value)
 
 
+@to_bytes.register(TimestampNanoType)
+@to_bytes.register(TimestamptzNanoType)
+def _(_: PrimitiveType, value: Union[datetime, int]) -> bytes:
+    if isinstance(value, datetime):
+        value = datetime_to_nanos(value)
+    return _LONG_STRUCT.pack(value)
+
+
 @to_bytes.register(DateType)
 def _(_: DateType, value: Union[date, int]) -> bytes:
     if isinstance(value, date):
@@ -319,6 +332,8 @@ def _(_: PrimitiveType, b: bytes) -> int:
 @from_bytes.register(TimeType)
 @from_bytes.register(TimestampType)
 @from_bytes.register(TimestamptzType)
+@from_bytes.register(TimestampNanoType)
+@from_bytes.register(TimestamptzNanoType)
 def _(_: PrimitiveType, b: bytes) -> int:
     return _LONG_STRUCT.unpack(b)[0]
 
diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index d9f84a42ba..88be6abac7 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -163,7 +163,9 @@
     PrimitiveType,
     StringType,
     StructType,
+    TimestampNanoType,
     TimestampType,
+    TimestamptzNanoType,
     TimestamptzType,
     TimeType,
     UnknownType,
@@ -662,9 +664,15 @@ def visit_time(self, _: TimeType) -> pa.DataType:
     def visit_timestamp(self, _: TimestampType) -> pa.DataType:
         return pa.timestamp(unit="us")
 
+    def visit_timestamp_ns(self, _: TimestampNanoType) -> pa.DataType:
+        return pa.timestamp(unit="ns")
+
     def visit_timestamptz(self, _: TimestamptzType) -> pa.DataType:
         return pa.timestamp(unit="us", tz="UTC")
 
+    def visit_timestamptz_ns(self, _: TimestamptzNanoType) -> pa.DataType:
+        return pa.timestamp(unit="ns", tz="UTC")
+
     def visit_string(self, _: StringType) -> pa.DataType:
         return pa.large_string()
 
@@ -1894,9 +1902,15 @@ def visit_time(self, time_type: TimeType) -> str:
     def visit_timestamp(self, timestamp_type: TimestampType) -> str:
         return "INT64"
 
+    def visit_timestamp_ns(self, timestamp_type: TimestampNanoType) -> str:
+        return "INT64"
+
     def visit_timestamptz(self, timestamptz_type: TimestamptzType) -> str:
         return "INT64"
 
+    def visit_timestamptz_ns(self, timestamptz_ns_type: TimestamptzNanoType) -> str:
+        return "INT64"
+
     def visit_string(self, string_type: StringType) -> str:
         return "BYTE_ARRAY"
 
diff --git a/pyiceberg/schema.py b/pyiceberg/schema.py
index 7f6cfe9987..51762c57a7 100644
--- a/pyiceberg/schema.py
+++ b/pyiceberg/schema.py
@@ -57,7 +57,9 @@
     PrimitiveType,
     StringType,
     StructType,
+    TimestampNanoType,
     TimestampType,
+    TimestamptzNanoType,
     TimestamptzType,
     TimeType,
     UnknownType,
@@ -362,6 +364,21 @@ def _validate_identifier_field(self, field_id: int) -> None:
                     f"Cannot add field {field.name} as an identifier field: must not be nested in an optional field {parent}"
                 )
 
+    def check_format_version_compatibility(self, format_version: int) -> None:
+        """Check that the schema is compatible for the given table format version.
+
+        Args:
+          format_version: The Iceberg table format version.
+
+        Raises:
+          ValueError: If the schema is not compatible for the format version.
+        """
+        for field in self._lazy_id_to_field.values():
+            if format_version < field.field_type.minimum_format_version():
+                raise ValueError(
+                    f"{field.field_type} is only supported in {field.field_type.minimum_format_version()} or higher. Current format version is: {format_version}"
+                )
+
 
 class SchemaVisitor(Generic[T], ABC):
     def before_field(self, field: NestedField) -> None:
@@ -522,8 +539,12 @@ def primitive(self, primitive: PrimitiveType, primitive_partner: Optional[P]) ->
             return self.visit_time(primitive, primitive_partner)
         elif isinstance(primitive, TimestampType):
             return self.visit_timestamp(primitive, primitive_partner)
+        elif isinstance(primitive, TimestampNanoType):
+            return self.visit_timestamp_ns(primitive, primitive_partner)
         elif isinstance(primitive, TimestamptzType):
             return self.visit_timestamptz(primitive, primitive_partner)
+        elif isinstance(primitive, TimestamptzNanoType):
+            return self.visit_timestamptz_ns(primitive, primitive_partner)
         elif isinstance(primitive, StringType):
             return self.visit_string(primitive, primitive_partner)
         elif isinstance(primitive, UUIDType):
@@ -573,10 +594,18 @@ def visit_time(self, time_type: TimeType, partner: Optional[P]) -> T:
     def visit_timestamp(self, timestamp_type: TimestampType, partner: Optional[P]) -> T:
         """Visit a TimestampType."""
 
+    @abstractmethod
+    def visit_timestamp_ns(self, timestamp_ns_type: TimestampNanoType, partner: Optional[P]) -> T:
+        """Visit a TimestampNanoType."""
+
     @abstractmethod
     def visit_timestamptz(self, timestamptz_type: TimestamptzType, partner: Optional[P]) -> T:
         """Visit a TimestamptzType."""
 
+    @abstractmethod
+    def visit_timestamptz_ns(self, timestamptz_ns_type: TimestamptzNanoType, partner: Optional[P]) -> T:
+        """Visit a TimestamptzNanoType."""
+
     @abstractmethod
     def visit_string(self, string_type: StringType, partner: Optional[P]) -> T:
         """Visit a StringType."""
@@ -706,8 +735,12 @@ def primitive(self, primitive: PrimitiveType) -> T:
             return self.visit_time(primitive)
         elif isinstance(primitive, TimestampType):
             return self.visit_timestamp(primitive)
+        elif isinstance(primitive, TimestampNanoType):
+            return self.visit_timestamp_ns(primitive)
         elif isinstance(primitive, TimestamptzType):
             return self.visit_timestamptz(primitive)
+        elif isinstance(primitive, TimestamptzNanoType):
+            return self.visit_timestamptz_ns(primitive)
         elif isinstance(primitive, StringType):
             return self.visit_string(primitive)
         elif isinstance(primitive, UUIDType):
@@ -759,10 +792,18 @@ def visit_time(self, time_type: TimeType) -> T:
     def visit_timestamp(self, timestamp_type: TimestampType) -> T:
         """Visit a TimestampType."""
 
+    @abstractmethod
+    def visit_timestamp_ns(self, timestamp_type: TimestampNanoType) -> T:
+        """Visit a TimestampNanoType."""
+
     @abstractmethod
     def visit_timestamptz(self, timestamptz_type: TimestamptzType) -> T:
         """Visit a TimestamptzType."""
 
+    @abstractmethod
+    def visit_timestamptz_ns(self, timestamptz_ns_type: TimestamptzNanoType) -> T:
+        """Visit a TimestamptzNanoType."""
+
     @abstractmethod
     def visit_string(self, string_type: StringType) -> T:
         """Visit a StringType."""
diff --git a/pyiceberg/table/metadata.py b/pyiceberg/table/metadata.py
index d5ce76560c..abe3d8ef32 100644
--- a/pyiceberg/table/metadata.py
+++ b/pyiceberg/table/metadata.py
@@ -578,6 +578,11 @@ def new_table_metadata(
 ) -> TableMetadata:
     from pyiceberg.table import TableProperties
 
+    # Remove format-version so it does not get persisted
+    format_version = int(properties.pop(TableProperties.FORMAT_VERSION, TableProperties.DEFAULT_FORMAT_VERSION))
+
+    schema.check_format_version_compatibility(format_version)
+
     fresh_schema = assign_fresh_schema_ids(schema)
     fresh_partition_spec = assign_fresh_partition_spec_ids(partition_spec, schema, fresh_schema)
     fresh_sort_order = assign_fresh_sort_order_ids(sort_order, schema, fresh_schema)
@@ -585,8 +590,6 @@ def new_table_metadata(
     if table_uuid is None:
         table_uuid = uuid.uuid4()
 
-    # Remove format-version so it does not get persisted
-    format_version = int(properties.pop(TableProperties.FORMAT_VERSION, TableProperties.DEFAULT_FORMAT_VERSION))
     if format_version == 1:
         return TableMetadataV1(
             location=location,
diff --git a/pyiceberg/transforms.py b/pyiceberg/transforms.py
index 4a652a2f4a..fd90859203 100644
--- a/pyiceberg/transforms.py
+++ b/pyiceberg/transforms.py
@@ -73,7 +73,9 @@
     IntegerType,
     LongType,
     StringType,
+    TimestampNanoType,
     TimestampType,
+    TimestamptzNanoType,
     TimestamptzType,
     TimeType,
     UUIDType,
@@ -290,6 +292,8 @@ def can_transform(self, source: IcebergType) -> bool:
                 TimeType,
                 TimestampType,
                 TimestamptzType,
+                TimestampNanoType,
+                TimestamptzNanoType,
                 DecimalType,
                 StringType,
                 FixedType,
@@ -323,6 +327,18 @@ def hash_func(v: Any) -> int:
 
                 return mmh3.hash(struct.pack("<q", v))
 
+        elif isinstance(source, (TimestampNanoType, TimestamptzNanoType)):
+
+            def hash_func(v: Any) -> int:
+                # In order to bucket TimestampNano the same as Timestamp
+                # convert to micros before hashing.
+                if isinstance(v, py_datetime.datetime):
+                    v = datetime.datetime_to_micros(v)
+                else:
+                    v = datetime.nanos_to_micros(v)
+
+                return mmh3.hash(struct.pack("<q", v))
+
         elif isinstance(source, (IntegerType, LongType)):
 
             def hash_func(v: Any) -> int:
@@ -457,13 +473,20 @@ def year_func(v: Any) -> int:
 
                 return datetime.micros_to_years(v)
 
+        elif isinstance(source, (TimestampNanoType, TimestamptzNanoType)):
+
+            def year_func(v: Any) -> int:
+                # python datetime has no nanoseconds support.
+                # nanosecond datetimes will be expressed as int as a workaround
+                return datetime.nanos_to_years(v)
+
         else:
             raise ValueError(f"Cannot apply year transform for type: {source}")
 
         return lambda v: year_func(v) if v is not None else None
 
     def can_transform(self, source: IcebergType) -> bool:
-        return isinstance(source, (DateType, TimestampType, TimestamptzType))
+        return isinstance(source, (DateType, TimestampType, TimestamptzType, TimestampNanoType, TimestamptzNanoType))
 
     @property
     def granularity(self) -> TimeResolution:
@@ -481,15 +504,19 @@ def pyarrow_transform(self, source: IcebergType) -> "Callable[[pa.Array], pa.Arr
         import pyarrow.compute as pc
 
         if isinstance(source, DateType):
-            epoch = datetime.EPOCH_DATE
+            epoch = pa.scalar(datetime.EPOCH_DATE)
         elif isinstance(source, TimestampType):
-            epoch = datetime.EPOCH_TIMESTAMP
+            epoch = pa.scalar(datetime.EPOCH_TIMESTAMP)
         elif isinstance(source, TimestamptzType):
-            epoch = datetime.EPOCH_TIMESTAMPTZ
+            epoch = pa.scalar(datetime.EPOCH_TIMESTAMPTZ)
+        elif isinstance(source, TimestampNanoType):
+            epoch = pa.scalar(datetime.EPOCH_TIMESTAMP).cast(pa.timestamp("ns"))
+        elif isinstance(source, TimestamptzNanoType):
+            epoch = pa.scalar(datetime.EPOCH_TIMESTAMPTZ).cast(pa.timestamp("ns"))
         else:
             raise ValueError(f"Cannot apply year transform for type: {source}")
 
-        return lambda v: pc.years_between(pa.scalar(epoch), v) if v is not None else None
+        return lambda v: pc.years_between(epoch, v) if v is not None else None
 
 
 class MonthTransform(TimeTransform[S]):
@@ -520,13 +547,20 @@ def month_func(v: Any) -> int:
 
                 return datetime.micros_to_months(v)
 
+        elif isinstance(source, (TimestampNanoType, TimestamptzNanoType)):
+
+            def month_func(v: Any) -> int:
+                # python datetime has no nanoseconds support.
+                # nanosecond datetimes will be expressed as int as a workaround
+                return datetime.nanos_to_months(v)
+
         else:
             raise ValueError(f"Cannot apply month transform for type: {source}")
 
         return lambda v: month_func(v) if v is not None else None
 
     def can_transform(self, source: IcebergType) -> bool:
-        return isinstance(source, (DateType, TimestampType, TimestamptzType))
+        return isinstance(source, (DateType, TimestampType, TimestamptzType, TimestampNanoType, TimestamptzNanoType))
 
     @property
     def granularity(self) -> TimeResolution:
@@ -544,17 +578,21 @@ def pyarrow_transform(self, source: IcebergType) -> "Callable[[pa.Array], pa.Arr
         import pyarrow.compute as pc
 
         if isinstance(source, DateType):
-            epoch = datetime.EPOCH_DATE
+            epoch = pa.scalar(datetime.EPOCH_DATE)
         elif isinstance(source, TimestampType):
-            epoch = datetime.EPOCH_TIMESTAMP
+            epoch = pa.scalar(datetime.EPOCH_TIMESTAMP)
         elif isinstance(source, TimestamptzType):
-            epoch = datetime.EPOCH_TIMESTAMPTZ
+            epoch = pa.scalar(datetime.EPOCH_TIMESTAMPTZ)
+        elif isinstance(source, TimestampNanoType):
+            epoch = pa.scalar(datetime.EPOCH_TIMESTAMP).cast(pa.timestamp("ns"))
+        elif isinstance(source, TimestamptzNanoType):
+            epoch = pa.scalar(datetime.EPOCH_TIMESTAMPTZ).cast(pa.timestamp("ns"))
         else:
             raise ValueError(f"Cannot apply month transform for type: {source}")
 
         def month_func(v: pa.Array) -> pa.Array:
             return pc.add(
-                pc.multiply(pc.years_between(pa.scalar(epoch), v), pa.scalar(12)),
+                pc.multiply(pc.years_between(epoch, v), pa.scalar(12)),
                 pc.add(pc.month(v), pa.scalar(-1)),
             )
 
@@ -589,13 +627,20 @@ def day_func(v: Any) -> int:
 
                 return datetime.micros_to_days(v)
 
+        elif isinstance(source, (TimestampNanoType, TimestamptzNanoType)):
+
+            def day_func(v: Any) -> int:
+                # python datetime has no nanoseconds support.
+                # nanosecond datetimes will be expressed as int as a workaround
+                return datetime.nanos_to_days(v)
+
         else:
             raise ValueError(f"Cannot apply day transform for type: {source}")
 
         return lambda v: day_func(v) if v is not None else None
 
     def can_transform(self, source: IcebergType) -> bool:
-        return isinstance(source, (DateType, TimestampType, TimestamptzType))
+        return isinstance(source, (DateType, TimestampType, TimestamptzType, TimestampNanoType, TimestamptzNanoType))
 
     def result_type(self, source: IcebergType) -> IcebergType:
         """Return the result type of a day transform.
@@ -621,15 +666,19 @@ def pyarrow_transform(self, source: IcebergType) -> "Callable[[pa.Array], pa.Arr
         import pyarrow.compute as pc
 
         if isinstance(source, DateType):
-            epoch = datetime.EPOCH_DATE
+            epoch = pa.scalar(datetime.EPOCH_DATE)
         elif isinstance(source, TimestampType):
-            epoch = datetime.EPOCH_TIMESTAMP
+            epoch = pa.scalar(datetime.EPOCH_TIMESTAMP)
         elif isinstance(source, TimestamptzType):
-            epoch = datetime.EPOCH_TIMESTAMPTZ
+            epoch = pa.scalar(datetime.EPOCH_TIMESTAMPTZ)
+        elif isinstance(source, TimestampNanoType):
+            epoch = pa.scalar(datetime.EPOCH_TIMESTAMP).cast(pa.timestamp("ns"))
+        elif isinstance(source, TimestamptzNanoType):
+            epoch = pa.scalar(datetime.EPOCH_TIMESTAMPTZ).cast(pa.timestamp("ns"))
         else:
             raise ValueError(f"Cannot apply day transform for type: {source}")
 
-        return lambda v: pc.days_between(pa.scalar(epoch), v) if v is not None else None
+        return lambda v: pc.days_between(epoch, v) if v is not None else None
 
 
 class HourTransform(TimeTransform[S]):
@@ -652,13 +701,20 @@ def hour_func(v: Any) -> int:
 
                 return datetime.micros_to_hours(v)
 
+        elif isinstance(source, (TimestampNanoType, TimestamptzNanoType)):
+
+            def day_func(v: Any) -> int:
+                # python datetime has no nanoseconds support.
+                # nanosecond datetimes will be expressed as int as a workaround
+                return datetime.nanos_to_hours(v)
+
         else:
             raise ValueError(f"Cannot apply hour transform for type: {source}")
 
         return lambda v: hour_func(v) if v is not None else None
 
     def can_transform(self, source: IcebergType) -> bool:
-        return isinstance(source, (TimestampType, TimestamptzType))
+        return isinstance(source, (TimestampType, TimestamptzType, TimestampNanoType, TimestamptzNanoType))
 
     @property
     def granularity(self) -> TimeResolution:
@@ -676,13 +732,17 @@ def pyarrow_transform(self, source: IcebergType) -> "Callable[[pa.Array], pa.Arr
         import pyarrow.compute as pc
 
         if isinstance(source, TimestampType):
-            epoch = datetime.EPOCH_TIMESTAMP
+            epoch = pa.scalar(datetime.EPOCH_TIMESTAMP)
         elif isinstance(source, TimestamptzType):
-            epoch = datetime.EPOCH_TIMESTAMPTZ
+            epoch = pa.scalar(datetime.EPOCH_TIMESTAMPTZ)
+        elif isinstance(source, TimestampNanoType):
+            epoch = pa.scalar(datetime.EPOCH_TIMESTAMP).cast(pa.timestamp("ns"))
+        elif isinstance(source, TimestamptzNanoType):
+            epoch = pa.scalar(datetime.EPOCH_TIMESTAMPTZ).cast(pa.timestamp("ns"))
         else:
             raise ValueError(f"Cannot apply hour transform for type: {source}")
 
-        return lambda v: pc.hours_between(pa.scalar(epoch), v) if v is not None else None
+        return lambda v: pc.hours_between(epoch, v) if v is not None else None
 
 
 def _base64encode(buffer: bytes) -> str:
diff --git a/pyiceberg/types.py b/pyiceberg/types.py
index 456f9ad884..8e83b011bf 100644
--- a/pyiceberg/types.py
+++ b/pyiceberg/types.py
@@ -53,7 +53,7 @@
 from pydantic_core.core_schema import ValidatorFunctionWrapHandler
 
 from pyiceberg.exceptions import ValidationError
-from pyiceberg.typedef import IcebergBaseModel, IcebergRootModel, L
+from pyiceberg.typedef import IcebergBaseModel, IcebergRootModel, L, TableVersion
 from pyiceberg.utils.parsing import ParseNumberFromBrackets
 from pyiceberg.utils.singleton import Singleton
 
@@ -140,6 +140,10 @@ def handle_primitive_type(cls, v: Any, handler: ValidatorFunctionWrapHandler) ->
                 return TimestampType()
             if v == "timestamptz":
                 return TimestamptzType()
+            if v == "timestamp_ns":
+                return TimestampNanoType()
+            if v == "timestamptz_ns":
+                return TimestamptzNanoType()
             if v == "date":
                 return DateType()
             if v == "time":
@@ -177,6 +181,10 @@ def is_primitive(self) -> bool:
     def is_struct(self) -> bool:
         return isinstance(self, StructType)
 
+    def minimum_format_version(self) -> TableVersion:
+        """Minimum Iceberg format version after which this type is supported."""
+        return 1
+
 
 class PrimitiveType(Singleton, IcebergRootModel[str], IcebergType):
     """Base class for all Iceberg Primitive Types."""
@@ -703,6 +711,44 @@ class TimestamptzType(PrimitiveType):
     root: Literal["timestamptz"] = Field(default="timestamptz")
 
 
+class TimestampNanoType(PrimitiveType):
+    """A TimestampNano data type in Iceberg can be represented using an instance of this class.
+
+    TimestampNanos in Iceberg have nanosecond precision and include a date and a time of day without a timezone.
+
+    Example:
+        >>> column_foo = TimestampNanoType()
+        >>> isinstance(column_foo, TimestampNanoType)
+        True
+        >>> column_foo
+        TimestampNanoType()
+    """
+
+    root: Literal["timestamp_ns"] = Field(default="timestamp_ns")
+
+    def minimum_format_version(self) -> TableVersion:
+        return 3
+
+
+class TimestamptzNanoType(PrimitiveType):
+    """A TimestamptzNano data type in Iceberg can be represented using an instance of this class.
+
+    TimestamptzNanos in Iceberg are stored as UTC and include a date and a time of day with a timezone.
+
+    Example:
+        >>> column_foo = TimestamptzNanoType()
+        >>> isinstance(column_foo, TimestamptzNanoType)
+        True
+        >>> column_foo
+        TimestamptzNanoType()
+    """
+
+    root: Literal["timestamptz_ns"] = Field(default="timestamptz_ns")
+
+    def minimum_format_version(self) -> TableVersion:
+        return 3
+
+
 class StringType(PrimitiveType):
     """A String data type in Iceberg can be represented using an instance of this class.
 
@@ -765,3 +811,6 @@ class UnknownType(PrimitiveType):
     """
 
     root: Literal["unknown"] = Field(default="unknown")
+
+    def minimum_format_version(self) -> TableVersion:
+        return 3
diff --git a/pyiceberg/utils/datetime.py b/pyiceberg/utils/datetime.py
index 0cb6926efa..46bbb32dcd 100644
--- a/pyiceberg/utils/datetime.py
+++ b/pyiceberg/utils/datetime.py
@@ -29,8 +29,10 @@
 EPOCH_DATE = date.fromisoformat("1970-01-01")
 EPOCH_TIMESTAMP = datetime.fromisoformat("1970-01-01T00:00:00.000000")
 ISO_TIMESTAMP = re.compile(r"\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}(.\d{1,6})?")
+ISO_TIMESTAMP_NANO = re.compile(r"(\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2})(.\d{1,6})?(\d{1,3})?")
 EPOCH_TIMESTAMPTZ = datetime.fromisoformat("1970-01-01T00:00:00.000000+00:00")
 ISO_TIMESTAMPTZ = re.compile(r"\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}(.\d{1,6})?[-+]\d{2}:\d{2}")
+ISO_TIMESTAMPTZ_NANO = re.compile(r"(\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2})(.\d{1,6})?(\d{1,3})?([-+]\d{2}:\d{2})")
 
 
 def micros_to_days(timestamp: int) -> int:
@@ -91,6 +93,59 @@ def timestamp_to_micros(timestamp_str: str) -> int:
     raise ValueError(f"Invalid timestamp without zone: {timestamp_str} (must be ISO-8601)")
 
 
+def time_str_to_nanos(time_str: str) -> int:
+    """Convert an ISO-8601 formatted time to nanoseconds from midnight."""
+    return time_to_nanos(time.fromisoformat(time_str))
+
+
+def time_to_nanos(t: time) -> int:
+    """Convert a datetime.time object to nanoseconds from midnight."""
+    # python datetime and time doesn't have nanoseconds support yet
+    # https://github.com/python/cpython/issues/59648
+    return ((((t.hour * 60 + t.minute) * 60) + t.second) * 1_000_000 + t.microsecond) * 1_000
+
+
+def datetime_to_nanos(dt: datetime) -> int:
+    """Convert a datetime to nanoseconds from 1970-01-01T00:00:00.000000000."""
+    # python datetime and time doesn't have nanoseconds support yet
+    # https://github.com/python/cpython/issues/59648
+    if dt.tzinfo:
+        delta = dt - EPOCH_TIMESTAMPTZ
+    else:
+        delta = dt - EPOCH_TIMESTAMP
+    return ((delta.days * 86400 + delta.seconds) * 1_000_000 + delta.microseconds) * 1_000
+
+
+def timestamp_to_nanos(timestamp_str: str) -> int:
+    """Convert an ISO-9601 formatted timestamp without zone to nanoseconds from 1970-01-01T00:00:00.000000000."""
+    if match := ISO_TIMESTAMP_NANO.fullmatch(timestamp_str):
+        # Python datetime does not have native nanoseconds support
+        # Hence we need to extract nanoseconds timestamp manually
+        ns_str = match.group(3) or "0"
+        ms_str = match.group(2) if match.group(2) else ""
+        timestamp_str_without_ns_str = match.group(1) + ms_str
+        return datetime_to_nanos(datetime.fromisoformat(timestamp_str_without_ns_str)) + int(ns_str)
+    if ISO_TIMESTAMPTZ_NANO.fullmatch(timestamp_str):
+        # When we can match a timestamp without a zone, we can give a more specific error
+        raise ValueError(f"Zone offset provided, but not expected: {timestamp_str}")
+    raise ValueError(f"Invalid timestamp without zone: {timestamp_str} (must be ISO-8601)")
+
+
+def timestamptz_to_nanos(timestamptz_str: str) -> int:
+    """Convert an ISO-8601 formatted timestamp with zone to nanoseconds from 1970-01-01T00:00:00.000000000+00:00."""
+    if match := ISO_TIMESTAMPTZ_NANO.fullmatch(timestamptz_str):
+        # Python datetime does not have native nanoseconds support
+        # Hence we need to extract nanoseconds timestamp manually
+        ns_str = match.group(3) or "0"
+        ms_str = match.group(2) if match.group(2) else ""
+        timestamptz_str_without_ns_str = match.group(1) + ms_str + match.group(4)
+        return datetime_to_nanos(datetime.fromisoformat(timestamptz_str_without_ns_str)) + int(ns_str)
+    if ISO_TIMESTAMPTZ_NANO.fullmatch(timestamptz_str):
+        # When we can match a timestamp without a zone, we can give a more specific error
+        raise ValueError(f"Missing zone offset: {timestamptz_str} (must be ISO-8601)")
+    raise ValueError(f"Invalid timestamp with zone: {timestamptz_str} (must be ISO-8601)")
+
+
 def datetime_to_millis(dt: datetime) -> int:
     """Convert a datetime to milliseconds from 1970-01-01T00:00:00.000000."""
     if dt.tzinfo:
@@ -184,3 +239,43 @@ def days_to_years(days: int) -> int:
 
 def micros_to_years(micros: int) -> int:
     return micros_to_timestamp(micros).year - EPOCH_TIMESTAMP.year
+
+
+def nanos_to_timestamp(nanos: int) -> datetime:
+    """Convert nanoseconds from epoch to a microsecond timestamp."""
+    dt = timedelta(microseconds=nanos_to_micros(nanos))
+    return EPOCH_TIMESTAMP + dt
+
+
+def nanos_to_years(nanos: int) -> int:
+    return nanos_to_timestamp(nanos).year - EPOCH_TIMESTAMP.year
+
+
+def nanos_to_months(nanos: int) -> int:
+    dt = nanos_to_timestamp(nanos)
+    return (dt.year - EPOCH_TIMESTAMP.year) * 12 + (dt.month - EPOCH_TIMESTAMP.month)
+
+
+def nanos_to_days(nanos: int) -> int:
+    """Convert a timestamp in nanoseconds to a date in days."""
+    return timedelta(microseconds=nanos // 1000).days
+
+
+def nanos_to_time(nanos: int) -> time:
+    """Convert a timestamp in nanoseconds to a microsecond precision time."""
+    micros = nanos_to_micros(nanos)
+    micros, microseconds = divmod(micros, 1000000)
+    micros, seconds = divmod(micros, 60)
+    micros, minutes = divmod(micros, 60)
+    hours = micros
+    return time(hour=hours, minute=minutes, second=seconds, microsecond=microseconds)
+
+
+def nanos_to_hours(nanos: int) -> int:
+    """Convert a timestamp in nanoseconds to hours from 1970-01-01T00:00."""
+    return nanos // 3_600_000_000_0000
+
+
+def nanos_to_micros(nanos: int) -> int:
+    """Convert a nanoseconds timestamp to microsecond timestamp by dropping precision."""
+    return nanos // 1000
diff --git a/pyiceberg/utils/schema_conversion.py b/pyiceberg/utils/schema_conversion.py
index 17eb2051ff..6959380d63 100644
--- a/pyiceberg/utils/schema_conversion.py
+++ b/pyiceberg/utils/schema_conversion.py
@@ -605,13 +605,17 @@ def visit_time(self, time_type: TimeType) -> AvroType:
         return {"type": "long", "logicalType": "time-micros"}
 
     def visit_timestamp(self, timestamp_type: TimestampType) -> AvroType:
-        # Iceberg only supports micro's
         return {"type": "long", "logicalType": "timestamp-micros", "adjust-to-utc": False}
 
+    def visit_timestamp_ns(self, timestamp_type: TimestampType) -> AvroType:
+        return {"type": "long", "logicalType": "timestamp-nanos", "adjust-to-utc": False}
+
     def visit_timestamptz(self, timestamptz_type: TimestamptzType) -> AvroType:
-        # Iceberg only supports micro's
         return {"type": "long", "logicalType": "timestamp-micros", "adjust-to-utc": True}
 
+    def visit_timestamptz_ns(self, timestamptz_type: TimestamptzType) -> AvroType:
+        return {"type": "long", "logicalType": "timestamp-nanos", "adjust-to-utc": True}
+
     def visit_string(self, string_type: StringType) -> AvroType:
         return "string"
 
diff --git a/tests/avro/test_reader.py b/tests/avro/test_reader.py
index c713201bc0..3fdd3bbda3 100644
--- a/tests/avro/test_reader.py
+++ b/tests/avro/test_reader.py
@@ -35,7 +35,9 @@
     StringReader,
     StructReader,
     TimeReader,
+    TimestampNanoReader,
     TimestampReader,
+    TimestamptzNanoReader,
     TimestamptzReader,
     UnknownReader,
     UUIDReader,
@@ -58,7 +60,9 @@
     NestedField,
     StringType,
     StructType,
+    TimestampNanoType,
     TimestampType,
+    TimestamptzNanoType,
     TimestamptzType,
     TimeType,
     UnknownType,
@@ -313,10 +317,18 @@ def test_timestamp_reader() -> None:
     assert construct_reader(TimestampType()) == TimestampReader()
 
 
+def test_timestamp_ns_reader() -> None:
+    assert construct_reader(TimestampNanoType()) == TimestampNanoReader()
+
+
 def test_timestamptz_reader() -> None:
     assert construct_reader(TimestamptzType()) == TimestamptzReader()
 
 
+def test_timestamptz_ns_reader() -> None:
+    assert construct_reader(TimestamptzNanoType()) == TimestamptzNanoReader()
+
+
 def test_string_reader() -> None:
     assert construct_reader(StringType()) == StringReader()
 
diff --git a/tests/avro/test_writer.py b/tests/avro/test_writer.py
index 951be7e7da..3114b97d2b 100644
--- a/tests/avro/test_writer.py
+++ b/tests/avro/test_writer.py
@@ -33,6 +33,8 @@
     FloatWriter,
     IntegerWriter,
     StringWriter,
+    TimestampNanoWriter,
+    TimestamptzNanoWriter,
     TimestamptzWriter,
     TimestampWriter,
     TimeWriter,
@@ -55,7 +57,9 @@
     NestedField,
     StringType,
     StructType,
+    TimestampNanoType,
     TimestampType,
+    TimestamptzNanoType,
     TimestamptzType,
     TimeType,
     UnknownType,
@@ -113,10 +117,18 @@ def test_timestamp_writer() -> None:
     assert construct_writer(TimestampType()) == TimestampWriter()
 
 
+def test_timestamp_ns_writer() -> None:
+    assert construct_writer(TimestampNanoType()) == TimestampNanoWriter()
+
+
 def test_timestamptz_writer() -> None:
     assert construct_writer(TimestamptzType()) == TimestamptzWriter()
 
 
+def test_timestamptz_ns_writer() -> None:
+    assert construct_writer(TimestamptzNanoType()) == TimestamptzNanoWriter()
+
+
 def test_string_writer() -> None:
     assert construct_writer(StringType()) == StringWriter()
 
diff --git a/tests/conftest.py b/tests/conftest.py
index 1cbb3cfa4d..6444b7b273 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -920,10 +920,9 @@ def generate_snapshot(
                 {"id": 1, "name": "x", "required": True, "type": "long"},
                 {"id": 2, "name": "y", "required": True, "type": "long", "doc": "comment"},
                 {"id": 3, "name": "z", "required": True, "type": "long"},
-                # TODO: Add unknown, timestamp(tz)_ns
                 {"id": 4, "name": "u", "required": True, "type": "unknown"},
-                # {"id": 5, "name": "ns", "required": True, "type": "timestamp_ns"},
-                # {"id": 6, "name": "nstz", "required": True, "type": "timestamptz_ns"},
+                {"id": 5, "name": "ns", "required": True, "type": "timestamp_ns"},
+                {"id": 6, "name": "nstz", "required": True, "type": "timestamptz_ns"},
             ],
         },
     ],
diff --git a/tests/integration/test_reads.py b/tests/integration/test_reads.py
index 1eb3500a17..ee5f8a2574 100644
--- a/tests/integration/test_reads.py
+++ b/tests/integration/test_reads.py
@@ -56,7 +56,6 @@
     NestedField,
     StringType,
     TimestampType,
-    UnknownType,
 )
 from pyiceberg.utils.concurrent import ExecutorFactory
 
@@ -979,39 +978,3 @@ def test_scan_with_datetime(catalog: Catalog) -> None:
 
     df = table.scan(row_filter=LessThan("datetime", yesterday)).to_pandas()
     assert len(df) == 0
-
-
-@pytest.mark.integration
-@pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive")])
-def test_read_unknown_type(catalog: Catalog) -> None:
-    identifier = "default.test_table_read_unknown_type"
-    arrow_table = pa.Table.from_pydict(
-        {
-            "int": [1, 2],
-            "string": ["a", "b"],
-            "unknown": [None, None],
-        },
-        schema=pa.schema(
-            [
-                pa.field("int", pa.int32(), nullable=True),
-                pa.field("string", pa.string(), nullable=True),
-                pa.field("unknown", pa.null(), nullable=True),
-            ],
-        ),
-    )
-
-    try:
-        catalog.drop_table(identifier)
-    except NoSuchTableError:
-        pass
-
-    tbl = catalog.create_table(
-        identifier,
-        schema=arrow_table.schema,
-    )
-
-    tbl.append(arrow_table)
-
-    assert tbl.schema().find_type("unknown") == UnknownType()
-    result_table = tbl.scan().to_arrow()
-    assert result_table["unknown"].to_pylist() == [None, None]
diff --git a/tests/table/test_metadata.py b/tests/table/test_metadata.py
index d2ee5c3130..a8410cff36 100644
--- a/tests/table/test_metadata.py
+++ b/tests/table/test_metadata.py
@@ -48,8 +48,12 @@
     LongType,
     MapType,
     NestedField,
+    PrimitiveType,
     StringType,
     StructType,
+    TimestampNanoType,
+    TimestamptzNanoType,
+    UnknownType,
 )
 
 
@@ -765,3 +769,110 @@ def test_make_metadata_fresh() -> None:
     )
 
     assert actual.model_dump() == expected.model_dump()
+
+
+def test_new_table_metadata_with_v3_schema() -> None:
+    schema = Schema(
+        NestedField(field_id=10, name="foo", field_type=StringType(), required=False),
+        NestedField(field_id=22, name="bar", field_type=IntegerType(), required=True),
+        NestedField(field_id=33, name="baz", field_type=BooleanType(), required=False),
+        NestedField(field_id=34, name="qux", field_type=TimestampNanoType(), required=False),
+        NestedField(field_id=35, name="quux", field_type=TimestamptzNanoType(), required=False),
+        schema_id=10,
+        identifier_field_ids=[22],
+    )
+
+    partition_spec = PartitionSpec(
+        PartitionField(source_id=22, field_id=1022, transform=IdentityTransform(), name="bar"), spec_id=10
+    )
+
+    sort_order = SortOrder(
+        SortField(source_id=10, transform=IdentityTransform(), direction=SortDirection.ASC, null_order=NullOrder.NULLS_LAST),
+        order_id=10,
+    )
+
+    actual = new_table_metadata(
+        schema=schema,
+        partition_spec=partition_spec,
+        sort_order=sort_order,
+        location="s3://some_v1_location/",
+        properties={"format-version": "3"},
+    )
+
+    expected_schema = Schema(
+        NestedField(field_id=1, name="foo", field_type=StringType(), required=False),
+        NestedField(field_id=2, name="bar", field_type=IntegerType(), required=True),
+        NestedField(field_id=3, name="baz", field_type=BooleanType(), required=False),
+        NestedField(field_id=4, name="qux", field_type=TimestampNanoType(), required=False),
+        NestedField(field_id=5, name="quux", field_type=TimestamptzNanoType(), required=False),
+        schema_id=0,
+        identifier_field_ids=[2],
+    )
+
+    expected_spec = PartitionSpec(PartitionField(source_id=2, field_id=1000, transform=IdentityTransform(), name="bar"))
+
+    expected_sort_order = SortOrder(
+        SortField(source_id=1, transform=IdentityTransform(), direction=SortDirection.ASC, null_order=NullOrder.NULLS_LAST),
+        order_id=1,
+    )
+
+    expected = TableMetadataV3(
+        location="s3://some_v1_location/",
+        table_uuid=actual.table_uuid,
+        last_updated_ms=actual.last_updated_ms,
+        last_column_id=5,
+        schemas=[expected_schema],
+        schema_=expected_schema,
+        current_schema_id=0,
+        partition_spec=[field.model_dump() for field in expected_spec.fields],
+        partition_specs=[expected_spec],
+        default_spec_id=0,
+        last_partition_id=1000,
+        properties={},
+        current_snapshot_id=None,
+        snapshots=[],
+        snapshot_log=[],
+        metadata_log=[],
+        sort_orders=[expected_sort_order],
+        default_sort_order_id=1,
+        refs={},
+        format_version=3,
+    )
+
+    assert actual.model_dump() == expected.model_dump()
+    assert actual.schemas == [expected_schema]
+    assert actual.partition_specs == [expected_spec]
+    assert actual.sort_orders == [expected_sort_order]
+
+
+@pytest.mark.parametrize(
+    "field_type",
+    [
+        TimestampNanoType(),
+        TimestamptzNanoType(),
+        UnknownType(),
+    ],
+)
+def test_new_table_metadata_format_v2_with_v3_schema_fails(field_type: PrimitiveType) -> None:
+    schema = Schema(
+        NestedField(field_id=34, name="qux", field_type=field_type, required=False),
+        schema_id=10,
+    )
+
+    partition_spec = PartitionSpec(
+        PartitionField(source_id=34, field_id=1022, transform=IdentityTransform(), name="qux"), spec_id=10
+    )
+
+    sort_order = SortOrder(
+        SortField(source_id=34, transform=IdentityTransform(), direction=SortDirection.ASC, null_order=NullOrder.NULLS_LAST),
+        order_id=34,
+    )
+
+    with pytest.raises(ValueError, match=f"{field_type} is only supported in 3 or higher. Current format version is: 2"):
+        new_table_metadata(
+            schema=schema,
+            partition_spec=partition_spec,
+            sort_order=sort_order,
+            location="s3://some_v1_location/",
+            properties={"format-version": "2"},
+        )
diff --git a/tests/test_conversions.py b/tests/test_conversions.py
index 0eafb96602..2ee0ba3dd9 100644
--- a/tests/test_conversions.py
+++ b/tests/test_conversions.py
@@ -43,6 +43,10 @@
         - Stored as microseconds from 1970-01-01 00:00:00.000000 in an 8-byte little-endian long
         - 400000L is 0...110|00011010|10000000 in binary
         - 10000000 -> 128 (-128), 00011010 -> 26, 00000110 -> 6, ... , 00000000 -> 0
+    TimestampNano:
+        - Stored as nanoseconds from 1970-01-01 00:00:00.000000000 in an 8-byte little-endian long
+        - 400000000L is 00010111|11010111|10000100|00000000 in binary
+        - 00000000 -> 0, 10000100 -> 124 (-124), 11010111 -> 41 (-41), 00010111 -> 23, ... , 00000000 -> 0
     String:
         - Stored as UTF-8 bytes (without length)
         - 'A' -> 65, 'B' -> 66, 'C' -> 67
@@ -99,7 +103,9 @@
     LongType,
     PrimitiveType,
     StringType,
+    TimestampNanoType,
     TimestampType,
+    TimestamptzNanoType,
     TimestamptzType,
     TimeType,
     UUIDType,
@@ -266,6 +272,8 @@ def test_partition_to_py_raise_on_incorrect_precision_or_scale(
         (TimestamptzType(), b"\x00\xe8vH\x17\x00\x00\x00", 100000000000),
         (TimestampType(), b"\x80\x1a\x06\x00\x00\x00\x00\x00", 400000),
         (TimestampType(), b"\x00\xe8vH\x17\x00\x00\x00", 100000000000),
+        (TimestampNanoType(), b"\00\x84\xd7\x17\x00\x00\x00\x00", 400000000),
+        (TimestamptzNanoType(), b"\00\x84\xd7\x17\x00\x00\x00\x00", 400000000),
         (StringType(), b"ABC", "ABC"),
         (StringType(), b"foo", "foo"),
         (
diff --git a/tests/test_transforms.py b/tests/test_transforms.py
index 8987f8b189..d22c94cc93 100644
--- a/tests/test_transforms.py
+++ b/tests/test_transforms.py
@@ -16,7 +16,7 @@
 # specific language governing permissions and limitations
 # under the License.
 # pylint: disable=eval-used,protected-access,redefined-outer-name
-from datetime import date
+from datetime import date, datetime
 from decimal import Decimal
 from typing import Annotated, Any, Callable, Optional, Union
 from uuid import UUID
@@ -24,6 +24,7 @@
 import mmh3 as mmh3
 import pyarrow as pa
 import pytest
+import pytz
 from pydantic import (
     BeforeValidator,
     PlainSerializer,
@@ -103,7 +104,9 @@
     NestedField,
     PrimitiveType,
     StringType,
+    TimestampNanoType,
     TimestampType,
+    TimestamptzNanoType,
     TimestamptzType,
     TimeType,
     UnknownType,
@@ -114,7 +117,9 @@
     date_to_days,
     time_str_to_micros,
     timestamp_to_micros,
+    timestamp_to_nanos,
     timestamptz_to_micros,
+    timestamptz_to_nanos,
 )
 
 
@@ -142,6 +147,26 @@
         ("iceberg", StringType(), 1210000089),
         (UUID("f79c3e09-677c-4bbd-a479-3f349cb785e7"), UUIDType(), 1488055340),
         (b"\xf7\x9c>\tg|K\xbd\xa4y?4\x9c\xb7\x85\xe7", UUIDType(), 1488055340),
+        (
+            timestamp_to_nanos("2017-11-16T22:31:08.000001"),
+            TimestampNanoType(),
+            -1207196810,
+        ),
+        (
+            timestamp_to_nanos("2017-11-16T22:31:08.000001001"),
+            TimestampNanoType(),
+            -1207196810,
+        ),
+        (
+            timestamptz_to_nanos("2017-11-16T14:31:08.000001-08:00"),
+            TimestamptzNanoType(),
+            -1207196810,
+        ),
+        (
+            timestamptz_to_nanos("2017-11-16T14:31:08.000001001-08:00"),
+            TimestamptzNanoType(),
+            -1207196810,
+        ),
     ],
 )
 def test_bucket_hash_values(test_input: Any, test_type: PrimitiveType, expected: Any) -> None:
@@ -1603,7 +1628,7 @@ def test_ymd_pyarrow_transforms(
         ]
     else:
         with pytest.raises(ValueError):
-            transform.pyarrow_transform(DateType())(arrow_table_date_timestamps[source_col])
+            transform.pyarrow_transform(source_type)(arrow_table_date_timestamps[source_col])
 
 
 @pytest.mark.parametrize(
@@ -1629,6 +1654,38 @@ def test_bucket_pyarrow_transforms(
     assert expected == transform.pyarrow_transform(source_type)(input_arr)
 
 
+# pyiceberg_core currently does not support bucket transform on timestamp_ns and timestamptz_ns
+# https://github.com/apache/iceberg-rust/issues/1110
+@pytest.mark.parametrize(
+    "source_type, input_arr, num_buckets",
+    [
+        (
+            TimestampNanoType(),
+            pa.array([datetime(1970, 1, 1, 0, 0, 0), datetime(2025, 2, 26, 1, 2, 3)], type=pa.timestamp(unit="ns")),
+            10,
+        ),
+        (
+            TimestamptzNanoType(),
+            pa.array(
+                [datetime(1970, 1, 1, 0, 0, 0), datetime(2025, 2, 26, 1, 2, 3)],
+                type=pa.timestamp(unit="ns", tz=pytz.timezone("Etc/GMT+10")),
+            ),
+            10,
+        ),
+    ],
+)
+def test_unsupported_bucket_pyarrow_transform(
+    source_type: PrimitiveType,
+    input_arr: Union[pa.Array, pa.ChunkedArray],
+    num_buckets: int,
+) -> None:
+    transform: Transform[Any, Any] = BucketTransform(num_buckets=num_buckets)
+    with pytest.raises(ValueError) as exc_info:
+        transform.pyarrow_transform(source_type)(input_arr)
+
+    assert "FeatureUnsupported => Unsupported data type for bucket transform" in str(exc_info.value)
+
+
 @pytest.mark.parametrize(
     "source_type, input_arr, expected, width",
     [
diff --git a/tests/utils/test_datetime.py b/tests/utils/test_datetime.py
index ac7ba54547..6f6f4a9114 100644
--- a/tests/utils/test_datetime.py
+++ b/tests/utils/test_datetime.py
@@ -14,12 +14,21 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
-from datetime import datetime, timezone, tzinfo
+from datetime import datetime, time, timezone, tzinfo
 
 import pytest
 import pytz
 
-from pyiceberg.utils.datetime import datetime_to_millis, millis_to_datetime
+from pyiceberg.utils.datetime import (
+    datetime_to_millis,
+    datetime_to_nanos,
+    millis_to_datetime,
+    nanos_to_micros,
+    time_str_to_nanos,
+    time_to_nanos,
+    timestamp_to_nanos,
+    timestamptz_to_nanos,
+)
 
 timezones = [
     pytz.timezone("Etc/GMT"),
@@ -71,3 +80,55 @@ def test_datetime_tz_to_millis(tz: tzinfo) -> None:
 
 def test_millis_to_datetime() -> None:
     assert millis_to_datetime(1690971805918) == datetime(2023, 8, 2, 10, 23, 25, 918000)
+
+
+@pytest.mark.parametrize("time_str, nanos", [("00:00:00+00:00", 0), ("20:21:44.375612-05:00", 73304375612000)])
+def test_time_str_to_nanos(time_str: str, nanos: int) -> None:
+    assert nanos == time_str_to_nanos(time_str)
+
+
+@pytest.mark.parametrize(
+    "time_, nanos", [(time(0, 0, 0), 0), (time(20, 21, 44, 375612, tzinfo=pytz.timezone("Etc/GMT-5")), 73304375612000)]
+)
+def test_time_to_nanos(time_: time, nanos: int) -> None:
+    assert nanos == time_to_nanos(time_)
+
+
+@pytest.mark.parametrize(
+    "datetime_, nanos",
+    [
+        (datetime(1970, 1, 1, 0, 0, 0), 0),
+        (datetime(2025, 2, 23, 20, 21, 44, 375612, tzinfo=pytz.timezone("Etc/GMT-5")), 1740324104375612000),
+    ],
+)
+def test_datetime_to_nanos(datetime_: datetime, nanos: int) -> None:
+    assert nanos == datetime_to_nanos(datetime_)
+
+
+@pytest.mark.parametrize(
+    "timestamp, nanos",
+    [
+        ("1970-01-01T00:00:00", 0),
+        ("2025-02-23T20:21:44.375612", 1740342104375612000),
+        ("2025-02-23T20:21:44.375612001", 1740342104375612001),
+    ],
+)
+def test_timestamp_to_nanos(timestamp: str, nanos: int) -> None:
+    assert nanos == timestamp_to_nanos(timestamp)
+
+
+@pytest.mark.parametrize(
+    "timestamp, nanos",
+    [
+        ("1970-01-01T00:00:00+00:00", 0),
+        ("2025-02-23T16:21:44.375612-04:00", 1740342104375612000),
+        ("2025-02-23T16:21:44.375612001-04:00", 1740342104375612001),
+    ],
+)
+def test_timestamptz_to_nanos(timestamp: str, nanos: int) -> None:
+    assert nanos == timestamptz_to_nanos(timestamp)
+
+
+@pytest.mark.parametrize("nanos, micros", [(1510871468000001001, 1510871468000001), (-1510871468000001001, -1510871468000002)])
+def test_nanos_to_micros(nanos: int, micros: int) -> None:
+    assert micros == nanos_to_micros(nanos)

From 309d98cedca4223e3c7761e2343f8621082ce5f3 Mon Sep 17 00:00:00 2001
From: Srinivas Lade <srinulade1@gmail.com>
Date: Sun, 23 Mar 2025 17:45:05 -0400
Subject: [PATCH 071/357] Support Filters on Top-Level Struct Fields (#1832)

Closes #1778.

# Rationale for this change

Current, filters that are applied to the top-level struct column do not
work. For example, given a table of schema:
```
table {
  2: id: optional int
  1: data: required string
  3: location: struct<5: latitude: optional float, 6: longitude: optional float>
}
```
We want to support applying filters to field `location`, such as
`location is not null`. Note that filters like `location == {"latitude":
..., "longitude": ...}` wont work right now, but can be equivalently
rewritten to `location.latitude == ... and location.longitude == ...`.

# Are these changes tested?

Yes, tests were added at both the schema level and table reads.

# Are there any user-facing changes?

Support some basic filters on struct columns at the top-level.
---
 dev/provision.py                      |  5 +++--
 pyiceberg/schema.py                   |  4 ++--
 tests/expressions/test_expressions.py | 17 +++++++++++++++++
 tests/integration/test_reads.py       | 19 +++++++++++++++++++
 tests/test_schema.py                  |  3 ++-
 5 files changed, 43 insertions(+), 5 deletions(-)

diff --git a/dev/provision.py b/dev/provision.py
index b358da6593..5b198ce94b 100644
--- a/dev/provision.py
+++ b/dev/provision.py
@@ -328,6 +328,7 @@
     CREATE TABLE {catalog_name}.default.test_table_empty_list_and_map (
         col_list             array<int>,
         col_map              map<int, int>,
+        col_struct           struct<test:int>,
         col_list_with_struct array<struct<test:int>>
     )
     USING iceberg
@@ -340,8 +341,8 @@
     spark.sql(
         f"""
     INSERT INTO {catalog_name}.default.test_table_empty_list_and_map
-    VALUES (null, null, null),
-           (array(), map(), array(struct(1)))
+    VALUES (null, null, null, null),
+           (array(), map(), struct(1), array(struct(1)))
     """
     )
 
diff --git a/pyiceberg/schema.py b/pyiceberg/schema.py
index 51762c57a7..6aa1f88852 100644
--- a/pyiceberg/schema.py
+++ b/pyiceberg/schema.py
@@ -1240,6 +1240,7 @@ class _BuildPositionAccessors(SchemaVisitor[Dict[Position, Accessor]]):
         ...     1: Accessor(position=1, inner=None),
         ...     5: Accessor(position=2, inner=Accessor(position=0, inner=None)),
         ...     6: Accessor(position=2, inner=Accessor(position=1, inner=None))
+        ...     3: Accessor(position=2, inner=None),
         ... }
         >>> result == expected
         True
@@ -1255,8 +1256,7 @@ def struct(self, struct: StructType, field_results: List[Dict[Position, Accessor
             if field_results[position]:
                 for inner_field_id, acc in field_results[position].items():
                     result[inner_field_id] = Accessor(position, inner=acc)
-            else:
-                result[field.field_id] = Accessor(position)
+            result[field.field_id] = Accessor(position)
 
         return result
 
diff --git a/tests/expressions/test_expressions.py b/tests/expressions/test_expressions.py
index 4926b70121..12d9ff95a9 100644
--- a/tests/expressions/test_expressions.py
+++ b/tests/expressions/test_expressions.py
@@ -168,6 +168,23 @@ def test_notnull_bind_required() -> None:
     assert NotNull(Reference("a")).bind(schema) == AlwaysTrue()
 
 
+def test_notnull_bind_top_struct() -> None:
+    schema = Schema(
+        NestedField(
+            3,
+            "struct_col",
+            required=False,
+            field_type=StructType(
+                NestedField(1, "id", IntegerType(), required=True),
+                NestedField(2, "cost", DecimalType(38, 18), required=False),
+            ),
+        ),
+        schema_id=1,
+    )
+    bound = BoundNotNull(BoundReference(schema.find_field(3), schema.accessor_for_field(3)))
+    assert NotNull(Reference("struct_col")).bind(schema) == bound
+
+
 def test_isnan_inverse() -> None:
     assert ~IsNaN(Reference("f")) == NotNaN(Reference("f"))
 
diff --git a/tests/integration/test_reads.py b/tests/integration/test_reads.py
index ee5f8a2574..ab486716de 100644
--- a/tests/integration/test_reads.py
+++ b/tests/integration/test_reads.py
@@ -41,6 +41,7 @@
     LessThan,
     NotEqualTo,
     NotNaN,
+    NotNull,
 )
 from pyiceberg.io import PYARROW_USE_LARGE_TYPES_ON_READ
 from pyiceberg.io.pyarrow import (
@@ -667,6 +668,24 @@ def test_filter_case_insensitive(catalog: Catalog) -> None:
     assert arrow_table["b"].to_pylist() == ["2"]
 
 
+@pytest.mark.integration
+@pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
+def test_filters_on_top_level_struct(catalog: Catalog) -> None:
+    test_empty_struct = catalog.load_table("default.test_table_empty_list_and_map")
+
+    arrow_table = test_empty_struct.scan().to_arrow()
+    assert None in arrow_table["col_struct"].to_pylist()
+
+    arrow_table = test_empty_struct.scan(row_filter=NotNull("col_struct")).to_arrow()
+    assert arrow_table["col_struct"].to_pylist() == [{"test": 1}]
+
+    arrow_table = test_empty_struct.scan(row_filter="col_struct is not null", case_sensitive=False).to_arrow()
+    assert arrow_table["col_struct"].to_pylist() == [{"test": 1}]
+
+    arrow_table = test_empty_struct.scan(row_filter="COL_STRUCT is null", case_sensitive=False).to_arrow()
+    assert arrow_table["col_struct"].to_pylist() == [None]
+
+
 @pytest.mark.integration
 @pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
 def test_upgrade_table_version(catalog: Catalog) -> None:
diff --git a/tests/test_schema.py b/tests/test_schema.py
index daa46dee1f..61c64e71fc 100644
--- a/tests/test_schema.py
+++ b/tests/test_schema.py
@@ -398,6 +398,7 @@ def test_build_position_accessors(table_schema_nested: Schema) -> None:
         4: Accessor(position=3, inner=None),
         6: Accessor(position=4, inner=None),
         11: Accessor(position=5, inner=None),
+        15: Accessor(position=6, inner=None),
         16: Accessor(position=6, inner=Accessor(position=0, inner=None)),
         17: Accessor(position=6, inner=Accessor(position=1, inner=None)),
     }
@@ -925,7 +926,7 @@ def primitive_fields() -> List[NestedField]:
     ]
 
 
-def test_add_top_level_primitives(primitive_fields: NestedField) -> None:
+def test_add_top_level_primitives(primitive_fields: List[NestedField]) -> None:
     for primitive_field in primitive_fields:
         new_schema = Schema(primitive_field)
         applied = UpdateSchema(transaction=None, schema=Schema()).union_by_name(new_schema)._apply()  # type: ignore

From 6cb5b9b6a60ce415d989f318e1ee995e9a62ff40 Mon Sep 17 00:00:00 2001
From: smaheshwar-pltr <maheshwarsreesh@gmail.com>
Date: Mon, 24 Mar 2025 21:10:14 +0000
Subject: [PATCH 072/357] Nit: Introduce `S3_SIGNER` constant property (#1837)

---
 pyiceberg/io/__init__.py | 1 +
 pyiceberg/io/fsspec.py   | 3 ++-
 2 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/pyiceberg/io/__init__.py b/pyiceberg/io/__init__.py
index f4606b6f30..475ae6176b 100644
--- a/pyiceberg/io/__init__.py
+++ b/pyiceberg/io/__init__.py
@@ -63,6 +63,7 @@
 S3_PROXY_URI = "s3.proxy-uri"
 S3_CONNECT_TIMEOUT = "s3.connect-timeout"
 S3_REQUEST_TIMEOUT = "s3.request-timeout"
+S3_SIGNER = "s3.signer"
 S3_SIGNER_URI = "s3.signer.uri"
 S3_SIGNER_ENDPOINT = "s3.signer.endpoint"
 S3_SIGNER_ENDPOINT_DEFAULT = "v1/aws/s3/sign"
diff --git a/pyiceberg/io/fsspec.py b/pyiceberg/io/fsspec.py
index 4cbae52304..4342d99401 100644
--- a/pyiceberg/io/fsspec.py
+++ b/pyiceberg/io/fsspec.py
@@ -67,6 +67,7 @@
     S3_REQUEST_TIMEOUT,
     S3_SECRET_ACCESS_KEY,
     S3_SESSION_TOKEN,
+    S3_SIGNER,
     S3_SIGNER_ENDPOINT,
     S3_SIGNER_ENDPOINT_DEFAULT,
     S3_SIGNER_URI,
@@ -137,7 +138,7 @@ def _s3(properties: Properties) -> AbstractFileSystem:
     config_kwargs = {}
     register_events: Dict[str, Callable[[Properties], None]] = {}
 
-    if signer := properties.get("s3.signer"):
+    if signer := properties.get(S3_SIGNER):
         logger.info("Loading signer %s", signer)
         if signer_func := SIGNERS.get(signer):
             signer_func_with_properties = partial(signer_func, properties)

From 703ec20b37c8fee4d38f6ce56ee0c8b134f462e2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 25 Mar 2025 08:55:38 +0100
Subject: [PATCH 073/357] Build: Bump mkdocstrings-python from 1.16.7 to 1.16.8
 (#1844)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [mkdocstrings-python](https://github.com/mkdocstrings/python) from
1.16.7 to 1.16.8.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/python/releases">mkdocstrings-python's
releases</a>.</em></p>
<blockquote>
<h2>1.16.8</h2>
<h2><a
href="https://github.com/mkdocstrings/python/releases/tag/1.16.8">1.16.8</a>
- 2025-03-24</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/python/compare/1.16.7...1.16.8">Compare
with 1.16.7</a><!-- raw HTML omitted --></p>
<h3>Bug Fixes</h3>
<ul>
<li>Prevent infinite recursion by detecting parent-member cycles (<a
href="https://github.com/mkdocstrings/python/commit/f3917e9dd50ca7f94d0dd22b6e4e11885b4617e7">f3917e9</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/griffe/issues/368">Issue-griffe-368</a></li>
</ul>
<h3>Code Refactoring</h3>
<ul>
<li>Prepare feature for ordering by <code>__all__</code> value (<a
href="https://github.com/mkdocstrings/python/commit/bfb5b303f4ea2187c15bccc688f7eba25e7edfcc">bfb5b30</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/python/issues/219">Issue-219</a></li>
<li>Sort objects without line numbers last instead of first (<a
href="https://github.com/mkdocstrings/python/commit/681afb146225d98350a8eb2178aab07aec95fe6b">681afb1</a>
by Timothée Mazzucotelli).</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/python/blob/main/CHANGELOG.md">mkdocstrings-python's
changelog</a>.</em></p>
<blockquote>
<h2><a
href="https://github.com/mkdocstrings/python/releases/tag/1.16.8">1.16.8</a>
- 2025-03-24</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/python/compare/1.16.7...1.16.8">Compare
with 1.16.7</a><!-- raw HTML omitted --></p>
<h3>Bug Fixes</h3>
<ul>
<li>Prevent infinite recursion by detecting parent-member cycles (<a
href="https://github.com/mkdocstrings/python/commit/f3917e9dd50ca7f94d0dd22b6e4e11885b4617e7">f3917e9</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/griffe/issues/368">Issue-griffe-368</a></li>
</ul>
<h3>Code Refactoring</h3>
<ul>
<li>Prepare feature for ordering by <code>__all__</code> value (<a
href="https://github.com/mkdocstrings/python/commit/bfb5b303f4ea2187c15bccc688f7eba25e7edfcc">bfb5b30</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/python/issues/219">Issue-219</a></li>
<li>Sort objects without line numbers last instead of first (<a
href="https://github.com/mkdocstrings/python/commit/681afb146225d98350a8eb2178aab07aec95fe6b">681afb1</a>
by Timothée Mazzucotelli).</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/mkdocstrings/python/commit/ecc5fe1d7df6056302c32b8843cf6cbb3866e8b9"><code>ecc5fe1</code></a>
chore: Prepare release 1.16.8</li>
<li><a
href="https://github.com/mkdocstrings/python/commit/eba28e5c4ba3205837b34877eae002b9e9fff226"><code>eba28e5</code></a>
Merge branch 'main' of github.com:mkdocstrings/python</li>
<li><a
href="https://github.com/mkdocstrings/python/commit/f3917e9dd50ca7f94d0dd22b6e4e11885b4617e7"><code>f3917e9</code></a>
fix: Prevent infinite recursion by detecting parent-member cycles</li>
<li><a
href="https://github.com/mkdocstrings/python/commit/bfb5b303f4ea2187c15bccc688f7eba25e7edfcc"><code>bfb5b30</code></a>
refactor: Prepare feature for ordering by <code>__all__</code>
value</li>
<li><a
href="https://github.com/mkdocstrings/python/commit/681afb146225d98350a8eb2178aab07aec95fe6b"><code>681afb1</code></a>
refactor: Sort objects without line numbers last instead of first</li>
<li><a
href="https://github.com/mkdocstrings/python/commit/e15dd3d319109fbc34336448e6f5a8a538e2aacd"><code>e15dd3d</code></a>
docs: Fix example usage for inventories</li>
<li>See full diff in <a
href="https://github.com/mkdocstrings/python/compare/1.16.7...1.16.8">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock    | 10 +++++-----
 pyproject.toml |  2 +-
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 1cd034e2af..3c4dd76089 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2634,18 +2634,18 @@ python-legacy = ["mkdocstrings-python-legacy (>=0.2.1)"]
 
 [[package]]
 name = "mkdocstrings-python"
-version = "1.16.7"
+version = "1.16.8"
 description = "A Python handler for mkdocstrings."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "mkdocstrings_python-1.16.7-py3-none-any.whl", hash = "sha256:a5589a5be247a28ba651287f83630c69524042f8055d93b5c203d804a3409333"},
-    {file = "mkdocstrings_python-1.16.7.tar.gz", hash = "sha256:cdfc1a99fe5f6f0d90446a364ef7cac12014a4ef46114b2677a58cec84007117"},
+    {file = "mkdocstrings_python-1.16.8-py3-none-any.whl", hash = "sha256:211b7aaf776cd45578ecb531e5ad0d3a35a8be9101a6bfa10de38a69af9d8fd8"},
+    {file = "mkdocstrings_python-1.16.8.tar.gz", hash = "sha256:9453ccae69be103810c1cf6435ce71c8f714ae37fef4d87d16aa92a7c800fe1d"},
 ]
 
 [package.dependencies]
-griffe = ">=0.49"
+griffe = ">=1.6.2"
 mkdocs-autorefs = ">=1.4"
 mkdocstrings = ">=0.28.3"
 typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
@@ -5836,4 +5836,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "78b35e36ef2c33f3de45d9f3abb298e552c821158327cba8f813d51207d22de2"
+content-hash = "51f0452cae7ab25f6ed32040e61449bf1f817cf2270e2b265d558b15ffd53a66"
diff --git a/pyproject.toml b/pyproject.toml
index e68fa67495..f78432301b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -106,7 +106,7 @@ mkdocs = "1.6.1"
 griffe = "1.6.2"
 jinja2 = "3.1.6"
 mkdocstrings = "0.29.0"
-mkdocstrings-python = "1.16.7"
+mkdocstrings-python = "1.16.8"
 mkdocs-literate-nav = "0.6.2"
 mkdocs-autorefs = "1.4.1"
 mkdocs-gen-files = "0.5.0"

From 935ee4ce587ebb46de202c023343c746c8351cf6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 25 Mar 2025 09:41:21 +0100
Subject: [PATCH 074/357] Build: Bump pypa/cibuildwheel from 2.23.1 to 2.23.2
 (#1841)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [pypa/cibuildwheel](https://github.com/pypa/cibuildwheel) from
2.23.1 to 2.23.2.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/pypa/cibuildwheel/releases">pypa/cibuildwheel's
releases</a>.</em></p>
<blockquote>
<h2>v2.23.2</h2>
<ul>
<li>🐛 Workaround an issue with pyodide builds when running cibuildwheel
with a Python that was installed via UV (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2328">#2328</a>
via <a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2331">#2331</a>)</li>
<li>🛠 Dependency updates, including a manylinux update that fixes an <a
href="https://redirect.github.com/pypa/manylinux/issues/1760">'undefined
symbol' error</a> in gcc-toolset (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2334">#2334</a>)</li>
</ul>
</blockquote>
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<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/pypa/cibuildwheel/blob/main/docs/changelog.md">pypa/cibuildwheel's
changelog</a>.</em></p>
<blockquote>
<h3>v2.23.2</h3>
<p><em>24 March 2025</em></p>
<ul>
<li>🐛 Workaround an issue with pyodide builds when running cibuildwheel
with a Python that was installed via UV (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2328">#2328</a>
via <a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2331">#2331</a>)</li>
<li>🛠 Dependency updates, including a manylinux update that fixes an <a
href="https://redirect.github.com/pypa/manylinux/issues/1760">'undefined
symbol' error</a> in gcc-toolset (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2334">#2334</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/d04cacbc9866d432033b1d09142936e6a0e2121a"><code>d04cacb</code></a>
Bump version: v2.23.2</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/5f4e019684661085adb6558969c7fd389a532174"><code>5f4e019</code></a>
[2.x] Update dependencies (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2334">#2334</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/2efa648f38e83a421aae82bc80002f8cabf92be7"><code>2efa648</code></a>
fix: always resolve --python argument (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2328">#2328</a>)
(<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2331">#2331</a>)</li>
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score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=pypa/cibuildwheel&package-manager=github_actions&previous-version=2.23.1&new-version=2.23.2)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

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---
 .github/workflows/pypi-build-artifacts.yml | 2 +-
 .github/workflows/svn-build-artifacts.yml  | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/pypi-build-artifacts.yml b/.github/workflows/pypi-build-artifacts.yml
index bcb14ec67e..6d8442566d 100644
--- a/.github/workflows/pypi-build-artifacts.yml
+++ b/.github/workflows/pypi-build-artifacts.yml
@@ -62,7 +62,7 @@ jobs:
         if: startsWith(matrix.os, 'ubuntu')
 
       - name: Build wheels
-        uses: pypa/cibuildwheel@v2.23.1
+        uses: pypa/cibuildwheel@v2.23.2
         with:
           output-dir: wheelhouse
           config-file: "pyproject.toml"
diff --git a/.github/workflows/svn-build-artifacts.yml b/.github/workflows/svn-build-artifacts.yml
index f12761a784..694f9f4490 100644
--- a/.github/workflows/svn-build-artifacts.yml
+++ b/.github/workflows/svn-build-artifacts.yml
@@ -57,7 +57,7 @@ jobs:
         if: startsWith(matrix.os, 'ubuntu')
 
       - name: Build wheels
-        uses: pypa/cibuildwheel@v2.23.1
+        uses: pypa/cibuildwheel@v2.23.2
         with:
           output-dir: wheelhouse
           config-file: "pyproject.toml"

From 07501b0e4ac97201c180f2011027301ba72b746d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 25 Mar 2025 10:46:05 +0100
Subject: [PATCH 075/357] Build: Bump polars from 1.25.2 to 1.26.0 (#1842)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [polars](https://github.com/pola-rs/polars) from 1.25.2 to 1.26.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/pola-rs/polars/releases">polars's
releases</a>.</em></p>
<blockquote>
<h2>Python Polars 1.26.0</h2>
<h2>🚀 Performance improvements</h2>
<ul>
<li>Use views for binary hash tables and add single-key binary variant
(<a
href="https://redirect.github.com/pola-rs/polars/issues/21872">#21872</a>)</li>
<li>Avoid rechunking in gather (<a
href="https://redirect.github.com/pola-rs/polars/issues/21876">#21876</a>)</li>
<li>Switch ahash for foldhash (<a
href="https://redirect.github.com/pola-rs/polars/issues/21852">#21852</a>)</li>
<li>Put THP behind feature flag (<a
href="https://redirect.github.com/pola-rs/polars/issues/21853">#21853</a>)</li>
<li>Enable THP by default (<a
href="https://redirect.github.com/pola-rs/polars/issues/21829">#21829</a>)</li>
<li>Improve join performance for expanding joins (<a
href="https://redirect.github.com/pola-rs/polars/issues/21821">#21821</a>)</li>
<li>Use binary_search instead of contains in business-day functions (<a
href="https://redirect.github.com/pola-rs/polars/issues/21775">#21775</a>)</li>
</ul>
<h2>✨ Enhancements</h2>
<ul>
<li>Add support for io-plugins in new-streaming (<a
href="https://redirect.github.com/pola-rs/polars/issues/21870">#21870</a>)</li>
<li>Add <code>PartitionParted</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/21788">#21788</a>)</li>
<li>Minor improvements to EXPLAIN plan output (<a
href="https://redirect.github.com/pola-rs/polars/issues/21822">#21822</a>)</li>
<li>Add <code>explain_all</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/21797">#21797</a>)</li>
<li>Allow to use <code>repeat_by</code> with (nested) lists and structs
(<a
href="https://redirect.github.com/pola-rs/polars/issues/21206">#21206</a>)</li>
</ul>
<h2>🐞 Bug fixes</h2>
<ul>
<li>Fix <code>DataFrame.nan_to_null</code> work for tuple (<a
href="https://redirect.github.com/pola-rs/polars/issues/21861">#21861</a>)</li>
<li>Allow <code>pivot</code> on empty frame for all integer index dtypes
(<a
href="https://redirect.github.com/pola-rs/polars/issues/21890">#21890</a>)</li>
<li>Null panic on decimal aggregate (<a
href="https://redirect.github.com/pola-rs/polars/issues/21873">#21873</a>)</li>
<li>Join with categoricals on new-streaming engine (<a
href="https://redirect.github.com/pola-rs/polars/issues/21825">#21825</a>)</li>
<li>Fix div 0 partitioned group-by (<a
href="https://redirect.github.com/pola-rs/polars/issues/21842">#21842</a>)</li>
<li>Incorrect quote check in CSV parser (<a
href="https://redirect.github.com/pola-rs/polars/issues/21826">#21826</a>)</li>
<li>Add option to use relative paths for plugin libraries (<a
href="https://redirect.github.com/pola-rs/polars/issues/21675">#21675</a>)</li>
<li>Respect header separator in <code>sink_csv</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/21814">#21814</a>)</li>
<li>Deprecation of <code>streaming=False</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/21813">#21813</a>)</li>
<li>Fix collect_all type-coercion (<a
href="https://redirect.github.com/pola-rs/polars/issues/21810">#21810</a>)</li>
<li>Memory leaks in SharedStorage (<a
href="https://redirect.github.com/pola-rs/polars/issues/21798">#21798</a>)</li>
<li>Make <code>None</code> refer to <code>uncompressed</code> in
<code>sink_ipc</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/21786">#21786</a>)</li>
</ul>
<h2>📖 Documentation</h2>
<ul>
<li>Add sources and sinks to user-guide (<a
href="https://redirect.github.com/pola-rs/polars/issues/21780">#21780</a>)</li>
</ul>
<h2>🛠️ Other improvements</h2>
<ul>
<li>Change dynamic literals to be separate category (<a
href="https://redirect.github.com/pola-rs/polars/issues/21849">#21849</a>)</li>
<li>Add POLARS_TIMEOUT_MS for timing out slow Polars tests (<a
href="https://redirect.github.com/pola-rs/polars/issues/21887">#21887</a>)</li>
<li>Disable --dist loadgroup in pytest (<a
href="https://redirect.github.com/pola-rs/polars/issues/21885">#21885</a>)</li>
<li>Fix refcount assert being messed up by pytest assertion magic (<a
href="https://redirect.github.com/pola-rs/polars/issues/21884">#21884</a>)</li>
<li>Add env vars to configure new-streaming buffer sizes (<a
href="https://redirect.github.com/pola-rs/polars/issues/21818">#21818</a>)</li>
</ul>
<p>Thank you to all our contributors for making this release possible!
<a href="https://github.com/Kevin-Patyk"><code>@​Kevin-Patyk</code></a>,
<a
href="https://github.com/MarcoGorelli"><code>@​MarcoGorelli</code></a>,
<a
href="https://github.com/alexander-beedie"><code>@​alexander-beedie</code></a>,
<a href="https://github.com/anath2"><code>@​anath2</code></a>, <a
href="https://github.com/borchero"><code>@​borchero</code></a>, <a
href="https://github.com/coastalwhite"><code>@​coastalwhite</code></a>,
<a href="https://github.com/dongchao-cn"><code>@​dongchao-cn</code></a>,
<a href="https://github.com/kgv"><code>@​kgv</code></a>, <a
href="https://github.com/mcrumiller"><code>@​mcrumiller</code></a>, <a
href="https://github.com/nameexhaustion"><code>@​nameexhaustion</code></a>,
<a href="https://github.com/orlp"><code>@​orlp</code></a> and <a
href="https://github.com/ritchie46"><code>@​ritchie46</code></a></p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pola-rs/polars/commit/ac9d598fd07d85b26a29bd7465a7bfa945b6f963"><code>ac9d598</code></a>
Python Polars 1.26.0 (<a
href="https://redirect.github.com/pola-rs/polars/issues/21894">#21894</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/2e194f39bb310d0bb8d63cdb2a0601fad572c045"><code>2e194f3</code></a>
refactor: Change dynamic literals to be separate category (<a
href="https://redirect.github.com/pola-rs/polars/issues/21849">#21849</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/9b63946a9e99f2d7f3ff13917069cc0dfd937ff5"><code>9b63946</code></a>
fix(python): Fix <code>DataFrame.nan_to_null</code> work for tuple (<a
href="https://redirect.github.com/pola-rs/polars/issues/21861">#21861</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/c459cf76edb4db0b834b3b72a23bbabda1f930f6"><code>c459cf7</code></a>
fix: Allow <code>pivot</code> on empty frame for all integer index
dtypes (<a
href="https://redirect.github.com/pola-rs/polars/issues/21890">#21890</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/04d01481c7aa30f69019a863172e6e1ee2709afe"><code>04d0148</code></a>
refactor(rust): Add bridge for multi scan (<a
href="https://redirect.github.com/pola-rs/polars/issues/21863">#21863</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/fda3191d531e0884ed2e58d8331e6d82b4193230"><code>fda3191</code></a>
feat: Add support for io-plugins in new-streaming (<a
href="https://redirect.github.com/pola-rs/polars/issues/21870">#21870</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/d95e343e04d47bcbeafc815a2d9855aa5099f1bb"><code>d95e343</code></a>
chore: Add POLARS_TIMEOUT_MS for timing out slow Polars tests (<a
href="https://redirect.github.com/pola-rs/polars/issues/21887">#21887</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/3c2ac5bd6d72f1a016441c36682a81c207d921d8"><code>3c2ac5b</code></a>
refactor(rust): Remove <code>FileType</code> in favor of
<code>ReaderCapabilities</code> for new-st...</li>
<li><a
href="https://github.com/pola-rs/polars/commit/4fd8d571d15bcb73ccf2122de6961abdb74c86d5"><code>4fd8d57</code></a>
chore: Disable --dist loadgroup in pytest (<a
href="https://redirect.github.com/pola-rs/polars/issues/21885">#21885</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/32c4780cb4d3fd640109a7ab67c427d547b6a9f4"><code>32c4780</code></a>
chore: Fix refcount assert being messed up by pytest assertion magic (<a
href="https://redirect.github.com/pola-rs/polars/issues/21884">#21884</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/pola-rs/polars/compare/py-1.25.2...py-1.26.0">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 3c4dd76089..e4aae0b94b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3472,20 +3472,20 @@ files = [
 
 [[package]]
 name = "polars"
-version = "1.25.2"
+version = "1.26.0"
 description = "Blazingly fast DataFrame library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"polars\""
 files = [
-    {file = "polars-1.25.2-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:59f2a34520ea4307a22e18b832310f8045a8a348606ca99ae785499b31eb4170"},
-    {file = "polars-1.25.2-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:e9fe45bdc2327c2e2b64e8849a992b6d3bd4a7e7848b8a7a3a439cca9674dc87"},
-    {file = "polars-1.25.2-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f7fcbb4f476784384ccda48757fca4e8c2e2c5a0a3aef3717aaf56aee4e30e09"},
-    {file = "polars-1.25.2-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:9dd91885c9ee5ffad8725c8591f73fb7bd2632c740277ee641f0453176b3d4b8"},
-    {file = "polars-1.25.2-cp39-abi3-win_amd64.whl", hash = "sha256:a547796643b9a56cb2959be87d7cb87ff80a5c8ae9367f32fe1ad717039e9afc"},
-    {file = "polars-1.25.2-cp39-abi3-win_arm64.whl", hash = "sha256:a2488e9d4b67bf47b18088f7264999180559e6ec2637ed11f9d0d4f98a74a37c"},
-    {file = "polars-1.25.2.tar.gz", hash = "sha256:c6bd9b1b17c86e49bcf8aac44d2238b77e414d7df890afc3924812a5c989a4fe"},
+    {file = "polars-1.26.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:2afefcd356608981b2e15d46df9ddaa6e77f36095ebeb73c3261e198bd51c925"},
+    {file = "polars-1.26.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:587eb3c5000423eb20be998f523e605ddba0d3c598ba4a7e2a4d0b92b1fd2a7e"},
+    {file = "polars-1.26.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:66c30f4b7e060c2e7f3a45d6ac94ab3b179831a2f1e629401bf7912d54311529"},
+    {file = "polars-1.26.0-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:110d6987d37ae954a5ef16d739fb717df9d39b144790d12d98fb3e72ed35621c"},
+    {file = "polars-1.26.0-cp39-abi3-win_amd64.whl", hash = "sha256:189a58aaf393003515fa6d83e2dea815a2b448265f2007a926274ed12672583c"},
+    {file = "polars-1.26.0-cp39-abi3-win_arm64.whl", hash = "sha256:58db2dce39cad5f8fc8e8c5c923a250eb21eff4146b03514d570d1c205a4874c"},
+    {file = "polars-1.26.0.tar.gz", hash = "sha256:b5492d38e5ec2ae6a8853833c5a31549194a361b901134fc5f2f57b49bd563ea"},
 ]
 
 [package.extras]

From 9ae90e1972e90e7a3e01dbb17475927b20ae6ed3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 25 Mar 2025 13:26:46 +0100
Subject: [PATCH 076/357] Build: Bump pyparsing from 3.2.1 to 3.2.2 (#1843)

Bumps [pyparsing](https://github.com/pyparsing/pyparsing) from 3.2.1 to
3.2.2.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/pyparsing/pyparsing/blob/master/CHANGES">pyparsing's
changelog</a>.</em></p>
<blockquote>
<h2>Version 3.2.2 - March, 2025</h2>
<ul>
<li>
<p>Released <code>cvt_pyparsing_pep8_names.py</code> conversion utility
to upgrade pyparsing-based
programs and libraries that use legacy camelCase names to use the new
PEP8-compliant
snake_case method names. The converter can also be imported into other
scripts as</p>
<pre><code> from pyparsing.tools.cvt_pyparsing_pep8_names import
pep8_converter
</code></pre>
</li>
<li>
<p>Fixed bug in <code>nested_expr</code> where nested contents were
stripped of whitespace when
the default whitespace characters were cleared (raised in this
StackOverflow
question <a
href="https://stackoverflow.com/questions/79327649">https://stackoverflow.com/questions/79327649</a>
by Ben Alan). Also addressed
bug in resolving PEP8 compliant argument name and legacy argument
name.</p>
</li>
<li>
<p>Fixed bug in <code>rest_of_line</code> and the underlying
<code>Regex</code> class, in which matching a
pattern that could match an empty string (such as
<code>&quot;.*&quot;</code> or <code>&quot;[A-Z]*&quot;</code> would not
raise
a <code>ParseException</code> at or beyond the end of the input string.
This could cause an
infinite parsing loop when parsing <code>rest_of_line</code> at the end
of the input string.
Reported by user Kylotan, thanks! (Issue <a
href="https://redirect.github.com/pyparsing/pyparsing/issues/593">#593</a>)</p>
</li>
<li>
<p>Enhancements and extra input validation for
<code>pyparsing.util.make_compressed_re</code> - see
usage in <code>examples/complex_chemical_formulas.py</code> and result
in the generated railroad
diagram <code>examples/complex_chemical_formulas_diagram.html</code>.
Properly escapes characters
like &quot;.&quot; and &quot;*&quot; that have special meaning in
regular expressions.</p>
</li>
<li>
<p>Fixed bug in <code>one_of()</code> to properly escape characters that
are regular expression markers
(such as '*', '+', '?', etc.) before building the internal regex.</p>
</li>
<li>
<p>Better exception message for <code>MatchFirst</code> and
<code>Or</code> expressions, showing all alternatives
rather than just the first one. Fixes Issue <a
href="https://redirect.github.com/pyparsing/pyparsing/issues/592">#592</a>,
reported by Focke, thanks!</p>
</li>
<li>
<p>Added return type annotation of &quot;-&gt; None&quot; for all
<code>__init__()</code> methods, to satisfy
<code>mypy --strict</code> type checking. PR submitted by FeRD, thank
you!</p>
</li>
<li>
<p>Added optional argument <code>show_hidden</code> to
<code>create_diagram</code> to show
elements that are used internally by pyparsing, but are not part of the
actual
parser grammar. For instance, the <code>Tag</code> class can insert
values into the parsed
results but it does not actually parse any input, so by default it is
not included
in a railroad diagram. By calling <code>create_diagram</code> with
<code>show_hidden</code> = <code>True</code>,
these internal elements will be included. (You can see this in the
tag_metadata.py
script in the examples directory.)</p>
</li>
<li>
<p>Fixed bug in <code>number_words.py</code> example. Also added
<code>ebnf_number_words.py</code> to demonstrate
using the <code>ebnf.py</code> EBNF parser generator to build a similar
parser directly from
EBNF.</p>
</li>
<li>
<p>Fixed syntax warning raised in <code>bigquery_view_parser.py</code>,
invalid escape sequence &quot;\s&quot;.
Reported by sameer-google, nice catch! (Issue <a
href="https://redirect.github.com/pyparsing/pyparsing/issues/598">#598</a>)</p>
</li>
<li>
<p>Added support for Python 3.14.</p>
</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pyparsing/pyparsing/commit/b0a8be6b031b9948eab10438dec4face566b52da"><code>b0a8be6</code></a>
Prep for 3.2.2 release</li>
<li><a
href="https://github.com/pyparsing/pyparsing/commit/f3abd5e86cd6352eeae7e329323a9e0392dd30a9"><code>f3abd5e</code></a>
Changes to adventureEngine.py to make a better diagram</li>
<li><a
href="https://github.com/pyparsing/pyparsing/commit/0a030b411a3703a5492476651799f41337be8c3f"><code>0a030b4</code></a>
Some code cleanup, black</li>
<li><a
href="https://github.com/pyparsing/pyparsing/commit/52ed22473b43f4ba6f88b2bf101bb1f5ef1b6a2b"><code>52ed224</code></a>
Update docs with PEP8 names</li>
<li><a
href="https://github.com/pyparsing/pyparsing/commit/274ed9840bfc841c7af0b937abbe24d4fb279b06"><code>274ed98</code></a>
Fix one_of to use re.escape when merging strings into a regular
expression</li>
<li><a
href="https://github.com/pyparsing/pyparsing/commit/0f4c884e7c64410a6c29d6151454827c6207a5ed"><code>0f4c884</code></a>
Add <code>non_capturing_groups</code> argument and extra input
validation to `pyparsing....</li>
<li><a
href="https://github.com/pyparsing/pyparsing/commit/67d3078c6fce59f2bc03b762220ea4eea8463c40"><code>67d3078</code></a>
Some code cleanup in Forward._generateDefaultName and srange</li>
<li><a
href="https://github.com/pyparsing/pyparsing/commit/28ef77eb0392ec592a0a22a770a95ef9405c9ef1"><code>28ef77e</code></a>
Rewrite to remove return from finally block (Issue <a
href="https://redirect.github.com/pyparsing/pyparsing/issues/578">#578</a>)</li>
<li><a
href="https://github.com/pyparsing/pyparsing/commit/626cca75e362109a6d9f64e725c57bd0c678fcab"><code>626cca7</code></a>
Convert mayReturnEmpty to computed property, for proper handling of
Regex exp...</li>
<li><a
href="https://github.com/pyparsing/pyparsing/commit/4bb24bafd35bf41a3fe206d253cfda46d57df8ab"><code>4bb24ba</code></a>
Removed cached_property definition of mayReturnEmpty (conflicted with
attribu...</li>
<li>Additional commits viewable in <a
href="https://github.com/pyparsing/pyparsing/compare/3.2.1...3.2.2">compare
view</a></li>
</ul>
</details>
<br />


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score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=pyparsing&package-manager=pip&previous-version=3.2.1&new-version=3.2.2)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index e4aae0b94b..aa05dbe50c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -4118,14 +4118,14 @@ extra = ["pygments (>=2.19.1)"]
 
 [[package]]
 name = "pyparsing"
-version = "3.2.1"
+version = "3.2.2"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "pyparsing-3.2.1-py3-none-any.whl", hash = "sha256:506ff4f4386c4cec0590ec19e6302d3aedb992fdc02c761e90416f158dacf8e1"},
-    {file = "pyparsing-3.2.1.tar.gz", hash = "sha256:61980854fd66de3a90028d679a954d5f2623e83144b5afe5ee86f43d762e5f0a"},
+    {file = "pyparsing-3.2.2-py3-none-any.whl", hash = "sha256:6ab05e1cb111cc72acc8ed811a3ca4c2be2af8d7b6df324347f04fd057d8d793"},
+    {file = "pyparsing-3.2.2.tar.gz", hash = "sha256:2a857aee851f113c2de9d4bfd9061baea478cb0f1c7ca6cbf594942d6d111575"},
 ]
 
 [package.extras]

From c9cf36de244a4d82ff7f4e2b2f2e1ff4afe4710f Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Tue, 25 Mar 2025 20:39:08 +0100
Subject: [PATCH 077/357] REST: Delegate parsing to Pydantic (#1847)

# Rationale for this change

Right now we deserialize the JSON into a dict, which is then passed into
the Pydantic model. It is better to fully delegate this to pydantic
because it is probably faster, and we can detect when models are created
from json or from Python dicts.

Required by https://github.com/apache/iceberg-python/pull/1770

This is also a recommendation by Pydantic itself:
https://docs.pydantic.dev/latest/concepts/performance/#in-general-use-model_validate_json-not-model_validatejsonloads

# Are these changes tested?

Existing tests

# Are there any user-facing changes?

No

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/catalog/rest.py | 26 +++++++++++++-------------
 1 file changed, 13 insertions(+), 13 deletions(-)

diff --git a/pyiceberg/catalog/rest.py b/pyiceberg/catalog/rest.py
index ca7c1d2418..1d2d2f04b9 100644
--- a/pyiceberg/catalog/rest.py
+++ b/pyiceberg/catalog/rest.py
@@ -378,7 +378,7 @@ def _fetch_access_token(self, session: Session, credential: str) -> str:
         except HTTPError as exc:
             self._handle_non_200_response(exc, {400: OAuthError, 401: OAuthError})
 
-        return TokenResponse(**response.json()).access_token
+        return TokenResponse.model_validate_json(response.text).access_token
 
     def _fetch_config(self) -> None:
         params = {}
@@ -391,7 +391,7 @@ def _fetch_config(self) -> None:
             response.raise_for_status()
         except HTTPError as exc:
             self._handle_non_200_response(exc, {})
-        config_response = ConfigResponse(**response.json())
+        config_response = ConfigResponse.model_validate_json(response.text)
 
         config = config_response.defaults
         config.update(self.properties)
@@ -451,14 +451,14 @@ def _handle_non_200_response(self, exc: HTTPError, error_handler: Dict[int, Type
         try:
             if exception == OAuthError:
                 # The OAuthErrorResponse has a different format
-                error = OAuthErrorResponse(**exc.response.json())
+                error = OAuthErrorResponse.model_validate_json(exc.response.text)
                 response = str(error.error)
                 if description := error.error_description:
                     response += f": {description}"
                 if uri := error.error_uri:
                     response += f" ({uri})"
             else:
-                error = ErrorResponse(**exc.response.json()).error
+                error = ErrorResponse.model_validate_json(exc.response.text).error
                 response = f"{error.type}: {error.message}"
         except JSONDecodeError:
             # In the case we don't have a proper response
@@ -596,7 +596,7 @@ def _create_table(
             response.raise_for_status()
         except HTTPError as exc:
             self._handle_non_200_response(exc, {409: TableAlreadyExistsError})
-        return TableResponse(**response.json())
+        return TableResponse.model_validate_json(response.text)
 
     @retry(**_RETRY_ARGS)
     def create_table(
@@ -670,7 +670,7 @@ def register_table(self, identifier: Union[str, Identifier], metadata_location:
         except HTTPError as exc:
             self._handle_non_200_response(exc, {409: TableAlreadyExistsError})
 
-        table_response = TableResponse(**response.json())
+        table_response = TableResponse.model_validate_json(response.text)
         return self._response_to_table(self.identifier_to_tuple(identifier), table_response)
 
     @retry(**_RETRY_ARGS)
@@ -682,7 +682,7 @@ def list_tables(self, namespace: Union[str, Identifier]) -> List[Identifier]:
             response.raise_for_status()
         except HTTPError as exc:
             self._handle_non_200_response(exc, {404: NoSuchNamespaceError})
-        return [(*table.namespace, table.name) for table in ListTablesResponse(**response.json()).identifiers]
+        return [(*table.namespace, table.name) for table in ListTablesResponse.model_validate_json(response.text).identifiers]
 
     @retry(**_RETRY_ARGS)
     def load_table(self, identifier: Union[str, Identifier]) -> Table:
@@ -692,7 +692,7 @@ def load_table(self, identifier: Union[str, Identifier]) -> Table:
         except HTTPError as exc:
             self._handle_non_200_response(exc, {404: NoSuchTableError})
 
-        table_response = TableResponse(**response.json())
+        table_response = TableResponse.model_validate_json(response.text)
         return self._response_to_table(self.identifier_to_tuple(identifier), table_response)
 
     @retry(**_RETRY_ARGS)
@@ -743,7 +743,7 @@ def list_views(self, namespace: Union[str, Identifier]) -> List[Identifier]:
             response.raise_for_status()
         except HTTPError as exc:
             self._handle_non_200_response(exc, {404: NoSuchNamespaceError})
-        return [(*view.namespace, view.name) for view in ListViewsResponse(**response.json()).identifiers]
+        return [(*view.namespace, view.name) for view in ListViewsResponse.model_validate_json(response.text).identifiers]
 
     @retry(**_RETRY_ARGS)
     def commit_table(
@@ -789,7 +789,7 @@ def commit_table(
                     504: CommitStateUnknownException,
                 },
             )
-        return CommitTableResponse(**response.json())
+        return CommitTableResponse.model_validate_json(response.text)
 
     @retry(**_RETRY_ARGS)
     def create_namespace(self, namespace: Union[str, Identifier], properties: Properties = EMPTY_DICT) -> None:
@@ -826,7 +826,7 @@ def list_namespaces(self, namespace: Union[str, Identifier] = ()) -> List[Identi
         except HTTPError as exc:
             self._handle_non_200_response(exc, {})
 
-        return ListNamespaceResponse(**response.json()).namespaces
+        return ListNamespaceResponse.model_validate_json(response.text).namespaces
 
     @retry(**_RETRY_ARGS)
     def load_namespace_properties(self, namespace: Union[str, Identifier]) -> Properties:
@@ -838,7 +838,7 @@ def load_namespace_properties(self, namespace: Union[str, Identifier]) -> Proper
         except HTTPError as exc:
             self._handle_non_200_response(exc, {404: NoSuchNamespaceError})
 
-        return NamespaceResponse(**response.json()).properties
+        return NamespaceResponse.model_validate_json(response.text).properties
 
     @retry(**_RETRY_ARGS)
     def update_namespace_properties(
@@ -852,7 +852,7 @@ def update_namespace_properties(
             response.raise_for_status()
         except HTTPError as exc:
             self._handle_non_200_response(exc, {404: NoSuchNamespaceError})
-        parsed_response = UpdateNamespacePropertiesResponse(**response.json())
+        parsed_response = UpdateNamespacePropertiesResponse.model_validate_json(response.text)
         return PropertiesUpdateSummary(
             removed=parsed_response.removed,
             updated=parsed_response.updated,

From 513b9b11cded03bee5b3d6d9ea5f9ed8eb42cbc4 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Tue, 25 Mar 2025 20:54:33 +0100
Subject: [PATCH 078/357] nit: Clean up import in `conftest.py` (#1848)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 tests/conftest.py | 11 +++++------
 1 file changed, 5 insertions(+), 6 deletions(-)

diff --git a/tests/conftest.py b/tests/conftest.py
index 6444b7b273..a290b5d834 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -48,7 +48,6 @@
 import pytest
 from moto import mock_aws
 
-from pyiceberg import schema
 from pyiceberg.catalog import Catalog, load_catalog
 from pyiceberg.catalog.noop import NoopCatalog
 from pyiceberg.expressions import BoundReference
@@ -140,7 +139,7 @@ def pytest_addoption(parser: pytest.Parser) -> None:
 
 @pytest.fixture(scope="session")
 def table_schema_simple() -> Schema:
-    return schema.Schema(
+    return Schema(
         NestedField(field_id=1, name="foo", field_type=StringType(), required=False),
         NestedField(field_id=2, name="bar", field_type=IntegerType(), required=True),
         NestedField(field_id=3, name="baz", field_type=BooleanType(), required=False),
@@ -151,7 +150,7 @@ def table_schema_simple() -> Schema:
 
 @pytest.fixture(scope="session")
 def table_schema_with_full_nested_fields() -> Schema:
-    return schema.Schema(
+    return Schema(
         NestedField(
             field_id=1,
             name="foo",
@@ -180,7 +179,7 @@ def table_schema_with_full_nested_fields() -> Schema:
 
 @pytest.fixture(scope="session")
 def table_schema_nested() -> Schema:
-    return schema.Schema(
+    return Schema(
         NestedField(field_id=1, name="foo", field_type=StringType(), required=False),
         NestedField(field_id=2, name="bar", field_type=IntegerType(), required=True),
         NestedField(field_id=3, name="baz", field_type=BooleanType(), required=False),
@@ -231,7 +230,7 @@ def table_schema_nested() -> Schema:
 
 @pytest.fixture(scope="session")
 def table_schema_nested_with_struct_key_map() -> Schema:
-    return schema.Schema(
+    return Schema(
         NestedField(field_id=1, name="foo", field_type=StringType(), required=True),
         NestedField(field_id=2, name="bar", field_type=IntegerType(), required=True),
         NestedField(field_id=3, name="baz", field_type=BooleanType(), required=False),
@@ -303,7 +302,7 @@ def table_schema_nested_with_struct_key_map() -> Schema:
 
 @pytest.fixture(scope="session")
 def table_schema_with_all_types() -> Schema:
-    return schema.Schema(
+    return Schema(
         NestedField(field_id=1, name="boolean", field_type=BooleanType(), required=True),
         NestedField(field_id=2, name="integer", field_type=IntegerType(), required=True),
         NestedField(field_id=3, name="long", field_type=LongType(), required=True),

From 094734a579f31a05b18d937af9cc22ee2795e080 Mon Sep 17 00:00:00 2001
From: Kevin Liu <kevinjqliu@users.noreply.github.com>
Date: Wed, 26 Mar 2025 10:18:47 -0400
Subject: [PATCH 079/357] Infra: Run dependabot check weekly (#1850)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->
Closes #1815

# Rationale for this change
We have a lot of dependabot commits (in the 0.9.0 release, 148 commits
were from contributors and 95 from Dependabot)

Dependabot config doc
https://docs.github.com/en/code-security/dependabot/working-with-dependabot/dependabot-options-reference#required-keys

# Are these changes tested?
yes

# Are there any user-facing changes?
no
<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 .github/dependabot.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index b92e7c26b5..ab54eb410f 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -22,9 +22,9 @@ updates:
   - package-ecosystem: "pip"
     directory: "/"
     schedule:
-      interval: "daily"
+      interval: "weekly"
     open-pull-requests-limit: 50
   - package-ecosystem: "github-actions"
     directory: "/"
     schedule:
-      interval: "daily"
+      interval: "weekly"

From ed79a6ba8967b54849bcbe354b1f98daa4630318 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 26 Mar 2025 11:46:21 -0400
Subject: [PATCH 080/357] Build: Bump griffe from 1.6.2 to 1.6.3 (#1855)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [griffe](https://github.com/mkdocstrings/griffe) from 1.6.2 to
1.6.3.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/griffe/releases">griffe's
releases</a>.</em></p>
<blockquote>
<h2>1.6.3</h2>
<h2><a
href="https://github.com/mkdocstrings/griffe/releases/tag/1.6.3">1.6.3</a>
- 2025-03-26</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/griffe/compare/1.6.2...1.6.3">Compare
with 1.6.2</a><!-- raw HTML omitted --></p>
<h3>Bug Fixes</h3>
<ul>
<li>Allow setting <code>lineno</code>, <code>endlineno</code> and
<code>value</code> through aliases (<a
href="https://github.com/mkdocstrings/griffe/commit/d038eaa1eb96cab7e70a4ceebacd4246f6a1cfb4">d038eaa</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/griffe-pydantic/issues/29">Issue-griffe-pydantic-29</a></li>
<li>Don't resolve attribute values to attribute with same name (<a
href="https://github.com/mkdocstrings/griffe/commit/25cc58fae55b6b34b2938fdce6acc80ea0e78aff">25cc58f</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/griffe/issues/367">Issue-367</a></li>
</ul>
<h3>Code Refactoring</h3>
<ul>
<li>Improve objects conversion to annotation during dynamic analysis (<a
href="https://github.com/mkdocstrings/griffe/commit/716d27b0c9bdd798d35a23d999431b62b0b647da">716d27b</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/griffe/issues/369">Issue-369</a></li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/griffe/blob/main/CHANGELOG.md">griffe's
changelog</a>.</em></p>
<blockquote>
<h2><a
href="https://github.com/mkdocstrings/griffe/releases/tag/1.6.3">1.6.3</a>
- 2025-03-26</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/griffe/compare/1.6.2...1.6.3">Compare
with 1.6.2</a><!-- raw HTML omitted --></p>
<h3>Bug Fixes</h3>
<ul>
<li>Allow setting <code>lineno</code>, <code>endlineno</code> and
<code>value</code> through aliases (<a
href="https://github.com/mkdocstrings/griffe/commit/d038eaa1eb96cab7e70a4ceebacd4246f6a1cfb4">d038eaa</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/griffe-pydantic/issues/29">Issue-griffe-pydantic-29</a></li>
<li>Don't resolve attribute values to attribute with same name (<a
href="https://github.com/mkdocstrings/griffe/commit/25cc58fae55b6b34b2938fdce6acc80ea0e78aff">25cc58f</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/griffe/issues/367">Issue-367</a></li>
</ul>
<h3>Code Refactoring</h3>
<ul>
<li>Improve objects conversion to annotation during dynamic analysis (<a
href="https://github.com/mkdocstrings/griffe/commit/716d27b0c9bdd798d35a23d999431b62b0b647da">716d27b</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/griffe/issues/369">Issue-369</a></li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/1d1a91952c31b9b227aae1569ec5a31d3ebf4ff2"><code>1d1a919</code></a>
chore: Prepare release 1.6.3</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/d038eaa1eb96cab7e70a4ceebacd4246f6a1cfb4"><code>d038eaa</code></a>
fix: Allow setting <code>lineno</code>, <code>endlineno</code> and
<code>value</code> through aliases</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/25cc58fae55b6b34b2938fdce6acc80ea0e78aff"><code>25cc58f</code></a>
fix: Don't resolve attribute values to attribute with same name</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/716d27b0c9bdd798d35a23d999431b62b0b647da"><code>716d27b</code></a>
refactor: Improve objects conversion to annotation during dynamic
analysis</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/df39eab5f5995e1c2380f86b41d7b7267396f5e8"><code>df39eab</code></a>
tests: Add test for class inheriting self through base class</li>
<li>See full diff in <a
href="https://github.com/mkdocstrings/griffe/compare/1.6.2...1.6.3">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=griffe&package-manager=pip&previous-version=1.6.2&new-version=1.6.3)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
alter it yourself. You can also trigger a rebase manually by commenting
`@dependabot rebase`.

[//]: # (dependabot-automerge-start)
[//]: # (dependabot-automerge-end)

---

<details>
<summary>Dependabot commands and options</summary>
<br />

You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
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</details>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index aa05dbe50c..7afe5c7ce4 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1958,14 +1958,14 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "griffe"
-version = "1.6.2"
+version = "1.6.3"
 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "griffe-1.6.2-py3-none-any.whl", hash = "sha256:6399f7e663150e4278a312a8e8a14d2f3d7bd86e2ef2f8056a1058e38579c2ee"},
-    {file = "griffe-1.6.2.tar.gz", hash = "sha256:3a46fa7bd83280909b63c12b9a975732a927dd97809efe5b7972290b606c5d91"},
+    {file = "griffe-1.6.3-py3-none-any.whl", hash = "sha256:7a0c559f10d8a9016f4d0b4ceaacc087e31e2370cb1aa9a59006a30d5a279fb3"},
+    {file = "griffe-1.6.3.tar.gz", hash = "sha256:568cc9e50de04f6c76234bf46dd7f3a264ea3cbb1380fb54818e81e3675a83cf"},
 ]
 
 [package.dependencies]
@@ -5836,4 +5836,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "51f0452cae7ab25f6ed32040e61449bf1f817cf2270e2b265d558b15ffd53a66"
+content-hash = "73caa2a98420bf7ff90dd00a572742465c1d69e4f2ec548cf0a1893397f2a704"
diff --git a/pyproject.toml b/pyproject.toml
index f78432301b..265dec0ccc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -103,7 +103,7 @@ docutils = "!=0.21.post1"   # https://github.com/python-poetry/poetry/issues/924
 [tool.poetry.group.docs.dependencies]
 # for mkdocs
 mkdocs = "1.6.1"
-griffe = "1.6.2"
+griffe = "1.6.3"
 jinja2 = "3.1.6"
 mkdocstrings = "0.29.0"
 mkdocstrings-python = "1.16.8"

From 45aca5f136aab36632836d16deabc9a4d83e6dde Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 26 Mar 2025 11:46:28 -0400
Subject: [PATCH 081/357] Build: Bump pyparsing from 3.2.2 to 3.2.3 (#1854)

Bumps [pyparsing](https://github.com/pyparsing/pyparsing) from 3.2.2 to
3.2.3.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/pyparsing/pyparsing/blob/master/CHANGES">pyparsing's
changelog</a>.</em></p>
<blockquote>
<h2>Version 3.2.3 - March, 2025</h2>
<ul>
<li>Fixed bug released in 3.2.2 in which <code>nested_expr</code> could
overwrite parse actions
for defined content, and could truncate list of items within a nested
list.
Fixes Issue <a
href="https://redirect.github.com/pyparsing/pyparsing/issues/600">#600</a>,
reported by hoxbro and luisglft, with helpful diag logs and
repro code.</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pyparsing/pyparsing/commit/4dace945ce8cd7211c5d935b6d7be21c86cad8da"><code>4dace94</code></a>
Fixed bug in nested_expr introduced in 3.2.2, fixes <a
href="https://redirect.github.com/pyparsing/pyparsing/issues/600">#600</a></li>
<li><a
href="https://github.com/pyparsing/pyparsing/commit/3b3ca8d3c00018a56c3ddb1f198a5400a973bc77"><code>3b3ca8d</code></a>
Prep for 3.2.3 development</li>
<li>See full diff in <a
href="https://github.com/pyparsing/pyparsing/compare/3.2.2...3.2.3">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=pyparsing&package-manager=pip&previous-version=3.2.2&new-version=3.2.3)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
alter it yourself. You can also trigger a rebase manually by commenting
`@dependabot rebase`.

[//]: # (dependabot-automerge-start)
[//]: # (dependabot-automerge-end)

---

<details>
<summary>Dependabot commands and options</summary>
<br />

You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
- `@dependabot recreate` will recreate this PR, overwriting any edits
that have been made to it
- `@dependabot merge` will merge this PR after your CI passes on it
- `@dependabot squash and merge` will squash and merge this PR after
your CI passes on it
- `@dependabot cancel merge` will cancel a previously requested merge
and block automerging
- `@dependabot reopen` will reopen this PR if it is closed
- `@dependabot close` will close this PR and stop Dependabot recreating
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</details>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 7afe5c7ce4..38872a5030 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -4118,14 +4118,14 @@ extra = ["pygments (>=2.19.1)"]
 
 [[package]]
 name = "pyparsing"
-version = "3.2.2"
+version = "3.2.3"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "pyparsing-3.2.2-py3-none-any.whl", hash = "sha256:6ab05e1cb111cc72acc8ed811a3ca4c2be2af8d7b6df324347f04fd057d8d793"},
-    {file = "pyparsing-3.2.2.tar.gz", hash = "sha256:2a857aee851f113c2de9d4bfd9061baea478cb0f1c7ca6cbf594942d6d111575"},
+    {file = "pyparsing-3.2.3-py3-none-any.whl", hash = "sha256:a749938e02d6fd0b59b356ca504a24982314bb090c383e3cf201c95ef7e2bfcf"},
+    {file = "pyparsing-3.2.3.tar.gz", hash = "sha256:b9c13f1ab8b3b542f72e28f634bad4de758ab3ce4546e4301970ad6fa77c38be"},
 ]
 
 [package.extras]

From 55009ab5827747a4f04255d75f5a2c2d2f39edc5 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Wed, 26 Mar 2025 22:38:33 +0100
Subject: [PATCH 082/357] Deletion Vectors read support (#1516)

First see if we can produce some deletion vectors.

Resolves #1549
---
 dev/provision.py                        |  159 +--
 poetry.lock                             | 1610 ++++++++++++-----------
 pyiceberg/io/pyarrow.py                 |   30 +-
 pyiceberg/manifest.py                   |    1 +
 pyiceberg/table/puffin.py               |  116 ++
 pyproject.toml                          |    5 +
 tests/integration/test_reads.py         |   30 +-
 tests/table/bitmaps/64map32bitvals.bin  |  Bin 0 -> 48 bytes
 tests/table/bitmaps/64mapempty.bin      |  Bin 0 -> 8 bytes
 tests/table/bitmaps/64maphighvals.bin   |  Bin 0 -> 1086 bytes
 tests/table/bitmaps/64mapspreadvals.bin |  Bin 0 -> 408 bytes
 tests/table/test_puffin.py              |   74 ++
 12 files changed, 1165 insertions(+), 860 deletions(-)
 create mode 100644 pyiceberg/table/puffin.py
 create mode 100644 tests/table/bitmaps/64map32bitvals.bin
 create mode 100644 tests/table/bitmaps/64mapempty.bin
 create mode 100644 tests/table/bitmaps/64maphighvals.bin
 create mode 100644 tests/table/bitmaps/64mapspreadvals.bin
 create mode 100644 tests/table/test_puffin.py

diff --git a/dev/provision.py b/dev/provision.py
index 5b198ce94b..837189204e 100644
--- a/dev/provision.py
+++ b/dev/provision.py
@@ -14,6 +14,7 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
+import math
 
 from pyspark.sql import SparkSession
 from pyspark.sql.functions import current_date, date_add, expr
@@ -113,89 +114,99 @@
     """
     )
 
-    spark.sql(
-        f"""
-    CREATE OR REPLACE TABLE {catalog_name}.default.test_positional_mor_deletes (
-        dt     date,
-        number integer,
-        letter string
-    )
-    USING iceberg
-    TBLPROPERTIES (
-        'write.delete.mode'='merge-on-read',
-        'write.update.mode'='merge-on-read',
-        'write.merge.mode'='merge-on-read',
-        'format-version'='2'
-    );
-    """
-    )
+    # Merge on read has been implemented in version ≥2:
+    #   v2: Using positional deletes
+    #   v3: Using deletion vectors
 
-    spark.sql(
-        f"""
-    INSERT INTO {catalog_name}.default.test_positional_mor_deletes
-    VALUES
-        (CAST('2023-03-01' AS date), 1, 'a'),
-        (CAST('2023-03-02' AS date), 2, 'b'),
-        (CAST('2023-03-03' AS date), 3, 'c'),
-        (CAST('2023-03-04' AS date), 4, 'd'),
-        (CAST('2023-03-05' AS date), 5, 'e'),
-        (CAST('2023-03-06' AS date), 6, 'f'),
-        (CAST('2023-03-07' AS date), 7, 'g'),
-        (CAST('2023-03-08' AS date), 8, 'h'),
-        (CAST('2023-03-09' AS date), 9, 'i'),
-        (CAST('2023-03-10' AS date), 10, 'j'),
-        (CAST('2023-03-11' AS date), 11, 'k'),
-        (CAST('2023-03-12' AS date), 12, 'l');
-    """
-    )
+    for format_version in [2, 3]:
+        identifier = f'{catalog_name}.default.test_positional_mor_deletes_v{format_version}'
+        spark.sql(
+            f"""
+        CREATE OR REPLACE TABLE {identifier} (
+            dt     date,
+            number integer,
+            letter string
+        )
+        USING iceberg
+        TBLPROPERTIES (
+            'write.delete.mode'='merge-on-read',
+            'write.update.mode'='merge-on-read',
+            'write.merge.mode'='merge-on-read',
+            'format-version'='{format_version}'
+        );
+        """
+        )
+
+        spark.sql(
+            f"""
+        INSERT INTO {identifier}
+        VALUES
+            (CAST('2023-03-01' AS date), 1, 'a'),
+            (CAST('2023-03-02' AS date), 2, 'b'),
+            (CAST('2023-03-03' AS date), 3, 'c'),
+            (CAST('2023-03-04' AS date), 4, 'd'),
+            (CAST('2023-03-05' AS date), 5, 'e'),
+            (CAST('2023-03-06' AS date), 6, 'f'),
+            (CAST('2023-03-07' AS date), 7, 'g'),
+            (CAST('2023-03-08' AS date), 8, 'h'),
+            (CAST('2023-03-09' AS date), 9, 'i'),
+            (CAST('2023-03-10' AS date), 10, 'j'),
+            (CAST('2023-03-11' AS date), 11, 'k'),
+            (CAST('2023-03-12' AS date), 12, 'l');
+        """
+        )
 
-    spark.sql(f"ALTER TABLE {catalog_name}.default.test_positional_mor_deletes CREATE TAG tag_12")
+        spark.sql(f"ALTER TABLE {identifier} CREATE TAG tag_12")
 
-    spark.sql(f"ALTER TABLE {catalog_name}.default.test_positional_mor_deletes CREATE BRANCH without_5")
+        spark.sql(f"ALTER TABLE {identifier} CREATE BRANCH without_5")
 
-    spark.sql(f"DELETE FROM {catalog_name}.default.test_positional_mor_deletes.branch_without_5 WHERE number = 5")
+        spark.sql(f"DELETE FROM {identifier}.branch_without_5 WHERE number = 5")
 
-    spark.sql(f"DELETE FROM {catalog_name}.default.test_positional_mor_deletes WHERE number = 9")
+        spark.sql(f"DELETE FROM {identifier} WHERE number = 9")
 
-    spark.sql(
-        f"""
-      CREATE OR REPLACE TABLE {catalog_name}.default.test_positional_mor_double_deletes (
-        dt     date,
-        number integer,
-        letter string
-      )
-      USING iceberg
-      TBLPROPERTIES (
-        'write.delete.mode'='merge-on-read',
-        'write.update.mode'='merge-on-read',
-        'write.merge.mode'='merge-on-read',
-        'format-version'='2'
-      );
-    """
-    )
+        identifier = f'{catalog_name}.default.test_positional_mor_double_deletes_v{format_version}'
 
-    spark.sql(
-        f"""
-    INSERT INTO {catalog_name}.default.test_positional_mor_double_deletes
-    VALUES
-        (CAST('2023-03-01' AS date), 1, 'a'),
-        (CAST('2023-03-02' AS date), 2, 'b'),
-        (CAST('2023-03-03' AS date), 3, 'c'),
-        (CAST('2023-03-04' AS date), 4, 'd'),
-        (CAST('2023-03-05' AS date), 5, 'e'),
-        (CAST('2023-03-06' AS date), 6, 'f'),
-        (CAST('2023-03-07' AS date), 7, 'g'),
-        (CAST('2023-03-08' AS date), 8, 'h'),
-        (CAST('2023-03-09' AS date), 9, 'i'),
-        (CAST('2023-03-10' AS date), 10, 'j'),
-        (CAST('2023-03-11' AS date), 11, 'k'),
-        (CAST('2023-03-12' AS date), 12, 'l');
-    """
-    )
+        spark.sql(
+            f"""
+          CREATE OR REPLACE TABLE {identifier} (
+            dt     date,
+            number integer,
+            letter string
+          )
+          USING iceberg
+          TBLPROPERTIES (
+            'write.delete.mode'='merge-on-read',
+            'write.update.mode'='merge-on-read',
+            'write.merge.mode'='merge-on-read',
+            'format-version'='2'
+          );
+        """
+        )
 
-    spark.sql(f"DELETE FROM {catalog_name}.default.test_positional_mor_double_deletes WHERE number = 9")
+        spark.sql(
+            f"""
+        INSERT INTO {identifier}
+        VALUES
+            (CAST('2023-03-01' AS date), 1, 'a'),
+            (CAST('2023-03-02' AS date), 2, 'b'),
+            (CAST('2023-03-03' AS date), 3, 'c'),
+            (CAST('2023-03-04' AS date), 4, 'd'),
+            (CAST('2023-03-05' AS date), 5, 'e'),
+            (CAST('2023-03-06' AS date), 6, 'f'),
+            (CAST('2023-03-07' AS date), 7, 'g'),
+            (CAST('2023-03-08' AS date), 8, 'h'),
+            (CAST('2023-03-09' AS date), 9, 'i'),
+            (CAST('2023-03-10' AS date), 10, 'j'),
+            (CAST('2023-03-11' AS date), 11, 'k'),
+            (CAST('2023-03-12' AS date), 12, 'l');
+        """
+        )
 
-    spark.sql(f"DELETE FROM {catalog_name}.default.test_positional_mor_double_deletes WHERE letter == 'f'")
+        # Perform two deletes, should produce:
+        #   v2: two positional delete files in v2
+        #   v3: one deletion vector since they are merged
+        spark.sql(f"DELETE FROM {identifier} WHERE number = 9")
+        spark.sql(f"DELETE FROM {identifier} WHERE letter == 'f'")
 
     all_types_dataframe = (
         spark.range(0, 5, 1, 5)
diff --git a/poetry.lock b/poetry.lock
index 38872a5030..d9c43b8b34 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
 
 [[package]]
 name = "adlfs"
@@ -27,15 +27,15 @@ tests = ["arrow", "dask[dataframe]", "docker", "pytest", "pytest-mock"]
 
 [[package]]
 name = "aiobotocore"
-version = "2.21.0"
+version = "2.21.1"
 description = "Async client for aws services using botocore and aiohttp"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"s3fs\""
 files = [
-    {file = "aiobotocore-2.21.0-py3-none-any.whl", hash = "sha256:05b4e29690a07913297686d819dc8dac341a5361f14fedf444bdd77ae1e36554"},
-    {file = "aiobotocore-2.21.0.tar.gz", hash = "sha256:03d64a41e313ebce76fd7c3e4c854e560032ac5cf71f4d5072616ca6fb9701b5"},
+    {file = "aiobotocore-2.21.1-py3-none-any.whl", hash = "sha256:bd7c49a6d6f8a3d9444b0a94417c8da13813b5c7eec1c4f0ec2db7e8ce8f23e7"},
+    {file = "aiobotocore-2.21.1.tar.gz", hash = "sha256:010357f43004413e92a9d066bb0db1f241aeb29ffed306e9197061ffc94e6577"},
 ]
 
 [package.dependencies]
@@ -53,107 +53,107 @@ boto3 = ["boto3 (>=1.37.0,<1.37.2)"]
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.6"
+version = "2.6.1"
 description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
-    {file = "aiohappyeyeballs-2.4.6-py3-none-any.whl", hash = "sha256:147ec992cf873d74f5062644332c539fcd42956dc69453fe5204195e560517e1"},
-    {file = "aiohappyeyeballs-2.4.6.tar.gz", hash = "sha256:9b05052f9042985d32ecbe4b59a77ae19c006a78f1344d7fdad69d28ded3d0b0"},
+    {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
+    {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.11.12"
+version = "3.11.14"
 description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
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+    {file = "aiohttp-3.11.14-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:e906da0f2bcbf9b26cc2b144929e88cb3bf943dd1942b4e5af066056875c7618"},
+    {file = "aiohttp-3.11.14-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:87f0e003fb4dd5810c7fbf47a1239eaa34cd929ef160e0a54c570883125c4831"},
+    {file = "aiohttp-3.11.14-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:7f2dadece8b85596ac3ab1ec04b00694bdd62abc31e5618f524648d18d9dd7fa"},
+    {file = "aiohttp-3.11.14-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:fe846f0a98aa9913c2852b630cd39b4098f296e0907dd05f6c7b30d911afa4c3"},
+    {file = "aiohttp-3.11.14-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:ced66c5c6ad5bcaf9be54560398654779ec1c3695f1a9cf0ae5e3606694a000a"},
+    {file = "aiohttp-3.11.14-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:a40087b82f83bd671cbeb5f582c233d196e9653220404a798798bfc0ee189fff"},
+    {file = "aiohttp-3.11.14-cp39-cp39-win32.whl", hash = "sha256:95d7787f2bcbf7cb46823036a8d64ccfbc2ffc7d52016b4044d901abceeba3db"},
+    {file = "aiohttp-3.11.14-cp39-cp39-win_amd64.whl", hash = "sha256:22a8107896877212130c58f74e64b77f7007cb03cea8698be317272643602d45"},
+    {file = "aiohttp-3.11.14.tar.gz", hash = "sha256:d6edc538c7480fa0a3b2bdd705f8010062d74700198da55d16498e1b49549b9c"},
 ]
 
 [package.dependencies]
@@ -167,7 +167,7 @@ propcache = ">=0.2.0"
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.2.0) ; sys_platform == \"linux\" or sys_platform == \"darwin\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
+speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
 
 [[package]]
 name = "aioitertools"
@@ -196,7 +196,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -248,7 +248,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version <= \"3.10\""
+markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version < \"3.11\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -256,35 +256,35 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "25.1.0"
+version = "25.3.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
-    {file = "attrs-25.1.0-py3-none-any.whl", hash = "sha256:c75a69e28a550a7e93789579c22aa26b0f5b83b75dc4e08fe092980051e1090a"},
-    {file = "attrs-25.1.0.tar.gz", hash = "sha256:1c97078a80c814273a76b2a298a932eb681c87415c11dee0a6921de7f1b02c3e"},
+    {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
+    {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
-markers = {main = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"}
+markers = {main = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""}
 
 [package.extras]
-benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
-tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "aws-sam-translator"
-version = "1.94.0"
+version = "1.95.0"
 description = "AWS SAM Translator is a library that transform SAM templates into AWS CloudFormation templates"
 optional = false
 python-versions = "!=4.0,<=4.0,>=3.8"
 groups = ["dev"]
 files = [
-    {file = "aws_sam_translator-1.94.0-py3-none-any.whl", hash = "sha256:100e33eeffcfa81f7c45cadeb0ee29596ce829f6b4d2745140f04fa19a41f539"},
-    {file = "aws_sam_translator-1.94.0.tar.gz", hash = "sha256:8ec258d9f7ece72ef91c81f4edb45a2db064c16844b6afac90c575893beaa391"},
+    {file = "aws_sam_translator-1.95.0-py3-none-any.whl", hash = "sha256:c9e0f22cbe83c768f7d20a3afb7e654bd6bfc087b387528bd48e98366b82ae40"},
+    {file = "aws_sam_translator-1.95.0.tar.gz", hash = "sha256:fd2b891fc4cbdde1e06130eaf2710de5cc74442a656b7859b3840691144494cf"},
 ]
 
 [package.dependencies]
@@ -353,15 +353,15 @@ requests = ">=2.20.0"
 
 [[package]]
 name = "azure-identity"
-version = "1.20.0"
+version = "1.21.0"
 description = "Microsoft Azure Identity Library for Python"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"adlfs\""
 files = [
-    {file = "azure_identity-1.20.0-py3-none-any.whl", hash = "sha256:5f23fc4889a66330e840bd78830287e14f3761820fe3c5f77ac875edcb9ec998"},
-    {file = "azure_identity-1.20.0.tar.gz", hash = "sha256:40597210d56c83e15031b0fe2ea3b26420189e1e7f3e20bdbb292315da1ba014"},
+    {file = "azure_identity-1.21.0-py3-none-any.whl", hash = "sha256:258ea6325537352440f71b35c3dffe9d240eae4a5126c1b7ce5efd5766bd9fd9"},
+    {file = "azure_identity-1.21.0.tar.gz", hash = "sha256:ea22ce6e6b0f429bc1b8d9212d5b9f9877bd4c82f1724bfa910760612c07a9a6"},
 ]
 
 [package.dependencies]
@@ -373,15 +373,15 @@ typing-extensions = ">=4.0.0"
 
 [[package]]
 name = "azure-storage-blob"
-version = "12.24.1"
+version = "12.25.0"
 description = "Microsoft Azure Blob Storage Client Library for Python"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"adlfs\""
 files = [
-    {file = "azure_storage_blob-12.24.1-py3-none-any.whl", hash = "sha256:77fb823fdbac7f3c11f7d86a5892e2f85e161e8440a7489babe2195bf248f09e"},
-    {file = "azure_storage_blob-12.24.1.tar.gz", hash = "sha256:052b2a1ea41725ba12e2f4f17be85a54df1129e13ea0321f5a2fcc851cbf47d4"},
+    {file = "azure_storage_blob-12.25.0-py3-none-any.whl", hash = "sha256:a38e18bf10258fb19028f343db0d3d373280c6427a619c98c06d76485805b755"},
+    {file = "azure_storage_blob-12.25.0.tar.gz", hash = "sha256:42364ca8f9f49dbccd0acc10144ed47bb6770bf78719970b51915f048891abba"},
 ]
 
 [package.dependencies]
@@ -406,7 +406,7 @@ files = [
 ]
 
 [package.extras]
-dev = ["backports.zoneinfo ; python_version < \"3.9\"", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata ; sys_platform == \"win32\""]
+dev = ["backports.zoneinfo", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata"]
 
 [[package]]
 name = "backports-tarfile"
@@ -415,7 +415,7 @@ description = "Backport of CPython tarfile module"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
-markers = "python_version < \"3.12\""
+markers = "python_version <= \"3.11\""
 files = [
     {file = "backports.tarfile-1.2.0-py3-none-any.whl", hash = "sha256:77e284d754527b01fb1e6fa8a1afe577858ebe4e9dad8919e34c862cb399bc34"},
     {file = "backports_tarfile-1.2.0.tar.gz", hash = "sha256:d75e02c268746e1b8144c278978b6e98e85de6ad16f8e4b0844a154557eca991"},
@@ -467,7 +467,7 @@ files = [
     {file = "boto3-1.37.1-py3-none-any.whl", hash = "sha256:4320441f904435a1b85e6ecb81793192e522c737cc9ed6566014e29f0a11cb22"},
     {file = "boto3-1.37.1.tar.gz", hash = "sha256:96d18f7feb0c1fcb95f8837b74b6c8880e1b4e35ce5f8a8f8cb243a090c278ed"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.37.1,<1.38.0"
@@ -488,7 +488,7 @@ files = [
     {file = "botocore-1.37.1-py3-none-any.whl", hash = "sha256:c1db1bfc5d8c6b3b6d1ca6794f605294b4264e82a7e727b88e0fef9c2b9fbb9c"},
     {file = "botocore-1.37.1.tar.gz", hash = "sha256:b194db8fb2a0ffba53568c364ae26166e7eec0445496b2ac86a6e142f3dd982f"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -523,7 +523,7 @@ virtualenv = {version = ">=20.0.35", optional = true, markers = "extra == \"virt
 
 [package.extras]
 docs = ["furo (>=2023.08.17)", "sphinx (>=7.0,<8.0)", "sphinx-argparse-cli (>=1.5)", "sphinx-autodoc-typehints (>=1.10)", "sphinx-issues (>=3.0.0)"]
-test = ["build[uv,virtualenv]", "filelock (>=3)", "pytest (>=6.2.4)", "pytest-cov (>=2.12)", "pytest-mock (>=2)", "pytest-rerunfailures (>=9.1)", "pytest-xdist (>=1.34)", "setuptools (>=42.0.0) ; python_version < \"3.10\"", "setuptools (>=56.0.0) ; python_version == \"3.10\"", "setuptools (>=56.0.0) ; python_version == \"3.11\"", "setuptools (>=67.8.0) ; python_version >= \"3.12\"", "wheel (>=0.36.0)"]
+test = ["build[uv,virtualenv]", "filelock (>=3)", "pytest (>=6.2.4)", "pytest-cov (>=2.12)", "pytest-mock (>=2)", "pytest-rerunfailures (>=9.1)", "pytest-xdist (>=1.34)", "setuptools (>=42.0.0)", "setuptools (>=56.0.0)", "setuptools (>=56.0.0)", "setuptools (>=67.8.0)", "wheel (>=0.36.0)"]
 typing = ["build[uv]", "importlib-metadata (>=5.1)", "mypy (>=1.9.0,<1.10.0)", "tomli", "typing-extensions (>=3.7.4.3)"]
 uv = ["uv (>=0.1.18)"]
 virtualenv = ["virtualenv (>=20.0.35)"]
@@ -628,7 +628,7 @@ files = [
     {file = "cffi-1.17.1-cp39-cp39-win_amd64.whl", hash = "sha256:d016c76bdd850f3c626af19b0542c9677ba156e4ee4fccfdd7848803533ef662"},
     {file = "cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824"},
 ]
-markers = {main = "(extra == \"zstandard\" or extra == \"adlfs\") and platform_python_implementation == \"PyPy\" or extra == \"adlfs\"", dev = "platform_python_implementation != \"PyPy\""}
+markers = {main = "(extra == \"zstandard\" or extra == \"adlfs\") and (platform_python_implementation == \"PyPy\" or extra == \"adlfs\")", dev = "platform_python_implementation != \"PyPy\""}
 
 [package.dependencies]
 pycparser = "*"
@@ -647,18 +647,18 @@ files = [
 
 [[package]]
 name = "cfn-lint"
-version = "1.24.0"
+version = "1.32.1"
 description = "Checks CloudFormation templates for practices and behaviour that could potentially be improved"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "cfn_lint-1.24.0-py3-none-any.whl", hash = "sha256:b8ca01ba384587aa7c0e09bf71cb4fa6993bd6da56498139f316e238f47d4eb8"},
-    {file = "cfn_lint-1.24.0.tar.gz", hash = "sha256:8b081808aa3a2f60abf9ef4ce05b1f270adab5b81124376f2f8e95c2fd767fb6"},
+    {file = "cfn_lint-1.32.1-py3-none-any.whl", hash = "sha256:a8ea63ac8daa69a66a54a796998362fd063d9ba1e9c1fc3c932213b0c027669c"},
+    {file = "cfn_lint-1.32.1.tar.gz", hash = "sha256:10282c0ec7fc6391da4877d9381a6b954f3c54ddcc0d3c97ee86f4783b5ae680"},
 ]
 
 [package.dependencies]
-aws-sam-translator = ">=1.94.0"
+aws-sam-translator = ">=1.95.0"
 jsonpatch = "*"
 networkx = ">=2.4,<4"
 pyyaml = ">5.4"
@@ -879,7 +879,7 @@ files = [
 tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.11.0a6\" and extra == \"toml\""}
 
 [package.extras]
-toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
+toml = ["tomli"]
 
 [[package]]
 name = "cramjam"
@@ -987,43 +987,47 @@ dev = ["black (==22.3.0)", "hypothesis", "numpy", "pytest (>=5.30)", "pytest-ben
 
 [[package]]
 name = "cryptography"
-version = "44.0.1"
+version = "44.0.2"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = "!=3.9.0,!=3.9.1,>=3.7"
 groups = ["main", "dev"]
 files = [
-    {file = "cryptography-44.0.1-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:bf688f615c29bfe9dfc44312ca470989279f0e94bb9f631f85e3459af8efc009"},
-    {file = "cryptography-44.0.1-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dd7c7e2d71d908dc0f8d2027e1604102140d84b155e658c20e8ad1304317691f"},
-    {file = "cryptography-44.0.1-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:887143b9ff6bad2b7570da75a7fe8bbf5f65276365ac259a5d2d5147a73775f2"},
-    {file = "cryptography-44.0.1-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:322eb03ecc62784536bc173f1483e76747aafeb69c8728df48537eb431cd1911"},
-    {file = "cryptography-44.0.1-cp37-abi3-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:21377472ca4ada2906bc313168c9dc7b1d7ca417b63c1c3011d0c74b7de9ae69"},
-    {file = "cryptography-44.0.1-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:df978682c1504fc93b3209de21aeabf2375cb1571d4e61907b3e7a2540e83026"},
-    {file = "cryptography-44.0.1-cp37-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:eb3889330f2a4a148abead555399ec9a32b13b7c8ba969b72d8e500eb7ef84cd"},
-    {file = "cryptography-44.0.1-cp37-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:8e6a85a93d0642bd774460a86513c5d9d80b5c002ca9693e63f6e540f1815ed0"},
-    {file = "cryptography-44.0.1-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:6f76fdd6fd048576a04c5210d53aa04ca34d2ed63336d4abd306d0cbe298fddf"},
-    {file = "cryptography-44.0.1-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:6c8acf6f3d1f47acb2248ec3ea261171a671f3d9428e34ad0357148d492c7864"},
-    {file = "cryptography-44.0.1-cp37-abi3-win32.whl", hash = "sha256:24979e9f2040c953a94bf3c6782e67795a4c260734e5264dceea65c8f4bae64a"},
-    {file = "cryptography-44.0.1-cp37-abi3-win_amd64.whl", hash = "sha256:fd0ee90072861e276b0ff08bd627abec29e32a53b2be44e41dbcdf87cbee2b00"},
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 markers = {main = "extra == \"adlfs\""}
 
@@ -1031,13 +1035,13 @@ markers = {main = "extra == \"adlfs\""}
 cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
 
 [package.extras]
-docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=3.0.0) ; python_version >= \"3.8\""]
+docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=3.0.0)"]
 docstest = ["pyenchant (>=3)", "readme-renderer (>=30.0)", "sphinxcontrib-spelling (>=7.3.1)"]
-nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2) ; python_version >= \"3.8\""]
-pep8test = ["check-sdist ; python_version >= \"3.8\"", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
+nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2)"]
+pep8test = ["check-sdist", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
 sdist = ["build (>=1.0.0)"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["certifi (>=2024)", "cryptography-vectors (==44.0.1)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
+test = ["certifi (>=2024)", "cryptography-vectors (==44.0.2)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
 test-randomorder = ["pytest-randomly"]
 
 [[package]]
@@ -1136,15 +1140,15 @@ typing-extensions = {version = "*", markers = "python_version < \"3.13\""}
 
 [[package]]
 name = "decorator"
-version = "5.1.1"
+version = "5.2.1"
 description = "Decorators for Humans"
 optional = true
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
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 ]
 
 [[package]]
@@ -1316,7 +1320,7 @@ description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
-markers = "python_version <= \"3.10\""
+markers = "python_version < \"3.11\""
 files = [
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@@ -1374,21 +1378,21 @@ zstandard = ["zstandard"]
 
 [[package]]
 name = "filelock"
-version = "3.17.0"
+version = "3.18.0"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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 markers = {main = "extra == \"ray\""}
 
 [package.extras]
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 testing = ["covdefaults (>=2.3)", "coverage (>=7.6.10)", "diff-cover (>=9.2.1)", "pytest (>=8.3.4)", "pytest-asyncio (>=0.25.2)", "pytest-cov (>=6)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.28.1)"]
-typing = ["typing-extensions (>=4.12.2) ; python_version < \"3.11\""]
+typing = ["typing-extensions (>=4.12.2)"]
 
 [[package]]
 name = "flask"
@@ -1416,18 +1420,19 @@ dotenv = ["python-dotenv"]
 
 [[package]]
 name = "flask-cors"
-version = "5.0.0"
-description = "A Flask extension adding a decorator for CORS support"
+version = "5.0.1"
+description = "A Flask extension simplifying CORS support"
 optional = false
-python-versions = "*"
+python-versions = "<4.0,>=3.9"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
-Flask = ">=0.9"
+flask = ">=0.9"
+Werkzeug = ">=0.7"
 
 [[package]]
 name = "frozenlist"
@@ -1436,7 +1441,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
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@@ -1534,14 +1539,14 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2025.2.0"
+version = "2025.3.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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 ]
 
 [package.extras]
@@ -1574,21 +1579,21 @@ tqdm = ["tqdm"]
 
 [[package]]
 name = "gcsfs"
-version = "2025.2.0"
+version = "2025.3.0"
 description = "Convenient Filesystem interface over GCS"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
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 ]
 
 [package.dependencies]
 aiohttp = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1"
 decorator = ">4.1.2"
-fsspec = "2025.2.0"
+fsspec = "2025.3.0"
 google-auth = ">=1.2"
 google-auth-oauthlib = "*"
 google-cloud-storage = "*"
@@ -1617,10 +1622,10 @@ files = [
 
 [package.dependencies]
 fsspec = "*"
-importlib-metadata = {version = "*", markers = "python_full_version < \"3.10.0\""}
+importlib-metadata = {version = "*", markers = "python_full_version < \"3.10\""}
 pyarrow = ">=8.0.0"
 tqdm = "*"
-typing-extensions = {version = ">=4.0.0", markers = "python_full_version < \"3.10.0\""}
+typing-extensions = {version = ">=4.0.0", markers = "python_full_version < \"3.10\""}
 
 [package.extras]
 all = ["daft[aws,azure,deltalake,gcp,iceberg,numpy,pandas,ray,sql,unity]"]
@@ -1631,7 +1636,7 @@ iceberg = ["packaging", "pyiceberg (>=0.7.0)"]
 lance = ["pylance"]
 numpy = ["numpy"]
 pandas = ["pandas"]
-ray = ["packaging", "ray[client,data] (>=2.0.0) ; platform_system != \"Windows\"", "ray[client,data] (>=2.10.0) ; platform_system == \"Windows\""]
+ray = ["packaging", "ray[client,data] (>=2.0.0)", "ray[client,data] (>=2.10.0)"]
 sql = ["connectorx", "sqlalchemy", "sqlglot"]
 unity = ["unitycatalog"]
 
@@ -1655,30 +1660,30 @@ dev = ["flake8", "markdown", "twine", "wheel"]
 
 [[package]]
 name = "google-api-core"
-version = "2.24.1"
+version = "2.24.2"
 description = "Google API client core library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
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+    {file = "google_api_core-2.24.2-py3-none-any.whl", hash = "sha256:810a63ac95f3c441b7c0e43d344e372887f62ce9071ba972eacf32672e072de9"},
+    {file = "google_api_core-2.24.2.tar.gz", hash = "sha256:81718493daf06d96d6bc76a91c23874dbf2fac0adbbf542831b805ee6e974696"},
 ]
 
 [package.dependencies]
-google-auth = ">=2.14.1,<3.0.dev0"
-googleapis-common-protos = ">=1.56.2,<2.0.dev0"
+google-auth = ">=2.14.1,<3.0.0"
+googleapis-common-protos = ">=1.56.2,<2.0.0"
 proto-plus = [
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-    {version = ">=1.25.0,<2.0.0dev", markers = "python_version >= \"3.13\""},
+    {version = ">=1.22.3,<2.0.0", markers = "python_version < \"3.13\""},
+    {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""},
 ]
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-requests = ">=2.18.0,<3.0.0.dev0"
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
+requests = ">=2.18.0,<3.0.0"
 
 [package.extras]
 async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.dev0)"]
-grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0) ; python_version >= \"3.11\""]
+grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0)"]
 grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
@@ -1730,15 +1735,15 @@ tool = ["click (>=6.0.0)"]
 
 [[package]]
 name = "google-cloud-core"
-version = "2.4.1"
+version = "2.4.3"
 description = "Google Cloud API client core library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
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+    {file = "google_cloud_core-2.4.3-py2.py3-none-any.whl", hash = "sha256:5130f9f4c14b4fafdff75c79448f9495cfade0d8775facf1b09c3bf67e027f6e"},
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 ]
 
 [package.dependencies]
@@ -1750,21 +1755,21 @@ grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
 
 [[package]]
 name = "google-cloud-storage"
-version = "3.0.0"
+version = "3.1.0"
 description = "Google Cloud Storage API client library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
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+    {file = "google_cloud_storage-3.1.0.tar.gz", hash = "sha256:944273179897c7c8a07ee15f2e6466a02da0c7c4b9ecceac2a26017cb2972049"},
 ]
 
 [package.dependencies]
 google-api-core = ">=2.15.0,<3.0.0dev"
 google-auth = ">=2.26.1,<3.0dev"
-google-cloud-core = ">=2.3.0,<3.0dev"
+google-cloud-core = ">=2.4.2,<3.0dev"
 google-crc32c = ">=1.0,<2.0dev"
 google-resumable-media = ">=2.7.2"
 requests = ">=2.18.0,<3.0.0dev"
@@ -1775,40 +1780,47 @@ tracing = ["opentelemetry-api (>=1.1.0)"]
 
 [[package]]
 name = "google-crc32c"
-version = "1.6.0"
+version = "1.7.1"
 description = "A python wrapper of the C library 'Google CRC32C'"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
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+    {file = "google_crc32c-1.7.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a8e9afc74168b0b2232fb32dd202c93e46b7d5e4bf03e66ba5dc273bb3559589"},
+    {file = "google_crc32c-1.7.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fa8136cc14dd27f34a3221c0f16fd42d8a40e4778273e61a3c19aedaa44daf6b"},
+    {file = "google_crc32c-1.7.1-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:85fef7fae11494e747c9fd1359a527e5970fc9603c90764843caabd3a16a0a48"},
+    {file = "google_crc32c-1.7.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6efb97eb4369d52593ad6f75e7e10d053cf00c48983f7a973105bc70b0ac4d82"},
+    {file = "google_crc32c-1.7.1.tar.gz", hash = "sha256:2bff2305f98846f3e825dbeec9ee406f89da7962accdb29356e4eadc251bd472"},
 ]
 
 [package.extras]
@@ -1836,22 +1848,22 @@ requests = ["requests (>=2.18.0,<3.0.0dev)"]
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.66.0"
+version = "1.69.2"
 description = "Common protobufs used in Google APIs"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
-    {file = "googleapis_common_protos-1.66.0-py2.py3-none-any.whl", hash = "sha256:d7abcd75fabb2e0ec9f74466401f6c119a0b498e27370e9be4c94cb7e382b8ed"},
-    {file = "googleapis_common_protos-1.66.0.tar.gz", hash = "sha256:c3e7b33d15fdca5374cc0a7346dd92ffa847425cc4ea941d970f13680052ec8c"},
+    {file = "googleapis_common_protos-1.69.2-py3-none-any.whl", hash = "sha256:0b30452ff9c7a27d80bfc5718954063e8ab53dd3697093d3bc99581f5fd24212"},
+    {file = "googleapis_common_protos-1.69.2.tar.gz", hash = "sha256:3e1b904a27a33c821b4b749fd31d334c0c9c30e6113023d495e48979a3dc9c5f"},
 ]
 
 [package.dependencies]
-protobuf = ">=3.20.2,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0"
+protobuf = ">=3.20.2,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
 
 [package.extras]
-grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
+grpc = ["grpcio (>=1.44.0,<2.0.0)"]
 
 [[package]]
 name = "graphql-core"
@@ -1875,7 +1887,7 @@ description = "Lightweight in-process concurrent programming"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "python_version < \"3.14\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\") and (extra == \"sql-postgres\" or extra == \"sql-sqlite\")"
+markers = "(extra == \"sql-postgres\" or extra == \"sql-sqlite\") and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\") and python_version < \"3.14\""
 files = [
     {file = "greenlet-3.1.1-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:0bbae94a29c9e5c7e4a2b7f0aae5c17e8e90acbfd3bf6270eeba60c39fce3563"},
     {file = "greenlet-3.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0fde093fb93f35ca72a556cf72c92ea3ebfda3d79fc35bb19fbe685853869a83"},
@@ -1973,14 +1985,14 @@ colorama = ">=0.4"
 
 [[package]]
 name = "identify"
-version = "2.6.7"
+version = "2.6.9"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "identify-2.6.7-py2.py3-none-any.whl", hash = "sha256:155931cb617a401807b09ecec6635d6c692d180090a1cedca8ef7d58ba5b6aa0"},
-    {file = "identify-2.6.7.tar.gz", hash = "sha256:3fa266b42eba321ee0b2bb0936a6a6b9e36a1351cbb69055b3082f4193035684"},
+    {file = "identify-2.6.9-py2.py3-none-any.whl", hash = "sha256:c98b4322da415a8e5a70ff6e51fbc2d2932c015532d77e9f8537b4ba7813b150"},
+    {file = "identify-2.6.9.tar.gz", hash = "sha256:d40dfe3142a1421d8518e3d3985ef5ac42890683e32306ad614a29490abeb6bf"},
 ]
 
 [package.extras]
@@ -2030,24 +2042,24 @@ markers = {main = "extra == \"daft\" and python_version < \"3.10\"", dev = "pyth
 zipp = ">=3.20"
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 enabler = ["pytest-enabler (>=2.2)"]
 perf = ["ipython"]
-test = ["flufl.flake8", "importlib_resources (>=1.3) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+test = ["flufl.flake8", "importlib_resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
 type = ["pytest-mypy"]
 
 [[package]]
 name = "iniconfig"
-version = "2.0.0"
+version = "2.1.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
-    {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
+    {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
+    {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
 ]
 
 [[package]]
@@ -2092,7 +2104,7 @@ files = [
 
 [package.extras]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["portend", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+test = ["portend", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [[package]]
 name = "jaraco-packaging"
@@ -2114,7 +2126,7 @@ sphinx = "*"
 
 [package.extras]
 doc = ["furo", "jaraco.packaging (>=9.3)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\"", "types-docutils"]
+test = ["pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "types-docutils"]
 
 [[package]]
 name = "jinja2"
@@ -2145,18 +2157,18 @@ files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [[package]]
 name = "joserfc"
-version = "1.0.3"
+version = "1.0.4"
 description = "The ultimate Python library for JOSE RFCs, including JWS, JWE, JWK, JWA, JWT"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "joserfc-1.0.3-py3-none-any.whl", hash = "sha256:76c7efafb9b7bc635dd73e9e3819d393d952f042c24d6a98182759d39cbc743b"},
-    {file = "joserfc-1.0.3.tar.gz", hash = "sha256:bcbed6fdfeefb9dc3bcca827f7539c57b353d514fbddf6c722a1c35aea4eb499"},
+    {file = "joserfc-1.0.4-py3-none-any.whl", hash = "sha256:ecf3a5999f89d3a663485ab7c4f633541586d6f44e664ee760197299f39ed51b"},
+    {file = "joserfc-1.0.4.tar.gz", hash = "sha256:dc3fc216cfcfc952d4c0d4b06c759a04711af0b667e5973adc47dbb1ba784127"},
 ]
 
 [package.dependencies]
@@ -2189,8 +2201,6 @@ python-versions = "*"
 groups = ["dev"]
 files = [
     {file = "jsonpath-ng-1.7.0.tar.gz", hash = "sha256:f6f5f7fd4e5ff79c785f1573b394043b39849fb2bb47bcead935d12b00beab3c"},
-    {file = "jsonpath_ng-1.7.0-py2-none-any.whl", hash = "sha256:898c93fc173f0c336784a3fa63d7434297544b7198124a68f9a3ef9597b0ae6e"},
-    {file = "jsonpath_ng-1.7.0-py3-none-any.whl", hash = "sha256:f3d7f9e848cba1b6da28c55b1c26ff915dc9e0b1ba7e752a53d6da8d5cbd00b6"},
 ]
 
 [package.dependencies]
@@ -2481,7 +2491,7 @@ watchdog = ">=2.0"
 
 [package.extras]
 i18n = ["babel (>=2.9.0)"]
-min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4) ; platform_system == \"Windows\"", "ghp-import (==1.0)", "importlib-metadata (==4.4) ; python_version < \"3.10\"", "jinja2 (==2.11.1)", "markdown (==3.3.6)", "markupsafe (==2.0.1)", "mergedeep (==1.3.4)", "mkdocs-get-deps (==0.2.0)", "packaging (==20.5)", "pathspec (==0.11.1)", "pyyaml (==5.1)", "pyyaml-env-tag (==0.1)", "watchdog (==2.0)"]
+min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-import (==1.0)", "importlib-metadata (==4.4)", "jinja2 (==2.11.1)", "markdown (==3.3.6)", "markupsafe (==2.0.1)", "mergedeep (==1.3.4)", "mkdocs-get-deps (==0.2.0)", "packaging (==20.5)", "pathspec (==0.11.1)", "pyyaml (==5.1)", "pyyaml-env-tag (==0.1)", "watchdog (==2.0)"]
 
 [[package]]
 name = "mkdocs-autorefs"
@@ -2824,46 +2834,48 @@ files = [
 [package.extras]
 develop = ["codecov", "pycodestyle", "pytest (>=4.6)", "pytest-cov", "wheel"]
 docs = ["sphinx"]
-gmpy = ["gmpy2 (>=2.1.0a4) ; platform_python_implementation != \"PyPy\""]
+gmpy = ["gmpy2 (>=2.1.0a4)"]
 tests = ["pytest (>=4.6)"]
 
 [[package]]
 name = "msal"
-version = "1.31.1"
+version = "1.32.0"
 description = "The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect."
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"adlfs\""
 files = [
-    {file = "msal-1.31.1-py3-none-any.whl", hash = "sha256:29d9882de247e96db01386496d59f29035e5e841bcac892e6d7bf4390bf6bd17"},
-    {file = "msal-1.31.1.tar.gz", hash = "sha256:11b5e6a3f802ffd3a72107203e20c4eac6ef53401961b880af2835b723d80578"},
+    {file = "msal-1.32.0-py3-none-any.whl", hash = "sha256:9dbac5384a10bbbf4dae5c7ea0d707d14e087b92c5aa4954b3feaa2d1aa0bcb7"},
+    {file = "msal-1.32.0.tar.gz", hash = "sha256:5445fe3af1da6be484991a7ab32eaa82461dc2347de105b76af92c610c3335c2"},
 ]
 
 [package.dependencies]
-cryptography = ">=2.5,<46"
+cryptography = ">=2.5,<47"
 PyJWT = {version = ">=1.0.0,<3", extras = ["crypto"]}
 requests = ">=2.0.0,<3"
 
 [package.extras]
-broker = ["pymsalruntime (>=0.14,<0.18) ; python_version >= \"3.6\" and platform_system == \"Windows\"", "pymsalruntime (>=0.17,<0.18) ; python_version >= \"3.8\" and platform_system == \"Darwin\""]
+broker = ["pymsalruntime (>=0.14,<0.18)", "pymsalruntime (>=0.17,<0.18)"]
 
 [[package]]
 name = "msal-extensions"
-version = "1.2.0"
+version = "1.3.1"
 description = "Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS and Linux. Concurrent data access will be coordinated by a file lock mechanism."
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"adlfs\""
 files = [
-    {file = "msal_extensions-1.2.0-py3-none-any.whl", hash = "sha256:cf5ba83a2113fa6dc011a254a72f1c223c88d7dfad74cc30617c4679a417704d"},
-    {file = "msal_extensions-1.2.0.tar.gz", hash = "sha256:6f41b320bfd2933d631a215c91ca0dd3e67d84bd1a2f50ce917d5874ec646bef"},
+    {file = "msal_extensions-1.3.1-py3-none-any.whl", hash = "sha256:96d3de4d034504e969ac5e85bae8106c8373b5c6568e4c8fa7af2eca9dbe6bca"},
+    {file = "msal_extensions-1.3.1.tar.gz", hash = "sha256:c5b0fd10f65ef62b5f1d62f4251d51cbcaf003fcedae8c91b040a488614be1a4"},
 ]
 
 [package.dependencies]
 msal = ">=1.29,<2"
-portalocker = ">=1.4,<3"
+
+[package.extras]
+portalocker = ["portalocker (>=1.4,<4)"]
 
 [[package]]
 name = "msgpack"
@@ -2942,105 +2954,105 @@ files = [
 
 [[package]]
 name = "multidict"
-version = "6.1.0"
+version = "6.2.0"
 description = "multidict implementation"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
-files = [
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 [package.dependencies]
@@ -3116,7 +3128,7 @@ description = "Fundamental package for array computing in Python"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"pandas\" or extra == \"ray\") and python_version < \"3.10\""
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 [[package]]
@@ -3427,20 +3439,20 @@ files = [
 
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+version = "4.3.7"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
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-type = ["mypy (>=1.11.2)"]
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+type = ["mypy (>=1.14.1)"]
 
 [[package]]
 name = "pluggy"
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 sqlalchemy = ["polars[pandas]", "sqlalchemy"]
 style = ["great-tables (>=0.8.0)"]
-timezone = ["tzdata ; platform_system == \"Windows\""]
+timezone = ["tzdata"]
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 xlsxwriter = ["xlsxwriter"]
 
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-
 [[package]]
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 version = "4.2.0"
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 version = "3.5.5"
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 name = "pyyaml"
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 [package.dependencies]
@@ -4436,21 +4502,22 @@ pyyaml = "*"
 requests = "*"
 
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+    {file = "rpds_py-0.24.0-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:63981feca3f110ed132fd217bf7768ee8ed738a55549883628ee3da75bb9cb78"},
+    {file = "rpds_py-0.24.0-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:3a55fc10fdcbf1a4bd3c018eea422c52cf08700cf99c28b5cb10fe97ab77a0d3"},
+    {file = "rpds_py-0.24.0-pp39-pypy39_pp73-musllinux_1_2_i686.whl", hash = "sha256:c30ff468163a48535ee7e9bf21bd14c7a81147c0e58a36c1078289a8ca7af0bd"},
+    {file = "rpds_py-0.24.0-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:369d9c6d4c714e36d4a03957b4783217a3ccd1e222cdd67d464a3a479fc17796"},
+    {file = "rpds_py-0.24.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:24795c099453e3721fda5d8ddd45f5dfcc8e5a547ce7b8e9da06fecc3832e26f"},
+    {file = "rpds_py-0.24.0.tar.gz", hash = "sha256:772cc1b2cd963e7e17e6cc55fe0371fb9c704d63e44cacec7b9b7f523b78919e"},
 ]
 markers = {main = "extra == \"ray\""}
 
@@ -4837,21 +4915,21 @@ pyasn1 = ">=0.1.3"
 
 [[package]]
 name = "s3fs"
-version = "2025.2.0"
+version = "2025.3.0"
 description = "Convenient Filesystem interface over S3"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"s3fs\""
 files = [
-    {file = "s3fs-2025.2.0-py3-none-any.whl", hash = "sha256:4b66b773519c1983e3071e13a42a2f2498d87da13dee40fda0622f4ed1b55664"},
-    {file = "s3fs-2025.2.0.tar.gz", hash = "sha256:d94b985f55add51c655e9ca9b4ceecb5c4b6389aecde162bdebc89f489a4e9f2"},
+    {file = "s3fs-2025.3.0-py3-none-any.whl", hash = "sha256:88d803615baa04945156ca0e1498009b7acd3132c07198bd81b3e874846e0aa2"},
+    {file = "s3fs-2025.3.0.tar.gz", hash = "sha256:446dd539eb0d0678209723cb7ad1bedbb172185b0d34675b09be1ad81843a644"},
 ]
 
 [package.dependencies]
 aiobotocore = ">=2.5.4,<3.0.0"
 aiohttp = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1"
-fsspec = "==2025.2.0.*"
+fsspec = "==2025.3.0.*"
 
 [package.extras]
 awscli = ["aiobotocore[awscli] (>=2.5.4,<3.0.0)"]
@@ -4859,16 +4937,16 @@ boto3 = ["aiobotocore[boto3] (>=2.5.4,<3.0.0)"]
 
 [[package]]
 name = "s3transfer"
-version = "0.11.2"
+version = "0.11.3"
 description = "An Amazon S3 Transfer Manager"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
-    {file = "s3transfer-0.11.2-py3-none-any.whl", hash = "sha256:be6ecb39fadd986ef1701097771f87e4d2f821f27f6071c872143884d2950fbc"},
-    {file = "s3transfer-0.11.2.tar.gz", hash = "sha256:3b39185cb72f5acc77db1a58b6e25b977f28d20496b6e58d6813d75f464d632f"},
+    {file = "s3transfer-0.11.3-py3-none-any.whl", hash = "sha256:ca855bdeb885174b5ffa95b9913622459d4ad8e331fc98eb01e6d5eb6a30655d"},
+    {file = "s3transfer-0.11.3.tar.gz", hash = "sha256:edae4977e3a122445660c7c114bba949f9d191bae3b34a096f18a1c8c354527a"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.36.0,<2.0a.0"
@@ -4878,24 +4956,24 @@ crt = ["botocore[crt] (>=1.36.0,<2.0a.0)"]
 
 [[package]]
 name = "setuptools"
-version = "75.8.0"
+version = "78.1.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "setuptools-75.8.0-py3-none-any.whl", hash = "sha256:e3982f444617239225d675215d51f6ba05f845d4eec313da4418fdbb56fb27e3"},
-    {file = "setuptools-75.8.0.tar.gz", hash = "sha256:c5afc8f407c626b8313a86e10311dd3f661c6cd9c09d4bf8c15c0e11f9f2b0e6"},
+    {file = "setuptools-78.1.0-py3-none-any.whl", hash = "sha256:3e386e96793c8702ae83d17b853fb93d3e09ef82ec62722e61da5cd22376dcd8"},
+    {file = "setuptools-78.1.0.tar.gz", hash = "sha256:18fd474d4a82a5f83dac888df697af65afa82dec7323d09c3e37d1f14288da54"},
 ]
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\"", "ruff (>=0.8.0) ; sys_platform != \"cygwin\""]
-core = ["importlib_metadata (>=6) ; python_version < \"3.10\"", "jaraco.collections", "jaraco.functools (>=4)", "jaraco.text (>=3.7)", "more_itertools", "more_itertools (>=8.8)", "packaging", "packaging (>=24.2)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1) ; python_version < \"3.11\"", "wheel (>=0.43.0)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)", "ruff (>=0.8.0)"]
+core = ["importlib_metadata (>=6)", "jaraco.functools (>=4)", "jaraco.text (>=3.7)", "more_itertools", "more_itertools (>=8.8)", "packaging (>=24.2)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
 enabler = ["pytest-enabler (>=2.2)"]
-test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21) ; python_version >= \"3.9\" and sys_platform != \"cygwin\"", "jaraco.envs (>=2.2)", "jaraco.path (>=3.7.2)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf ; sys_platform != \"cygwin\"", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
-type = ["importlib_metadata (>=7.0.2) ; python_version < \"3.10\"", "jaraco.develop (>=7.21) ; sys_platform != \"cygwin\"", "mypy (==1.14.*)", "pytest-mypy"]
+test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.7.2)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
+type = ["importlib_metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.14.*)", "pytest-mypy"]
 
 [[package]]
 name = "six"
@@ -5223,7 +5301,7 @@ description = "Python bindings for the Apache Thrift RPC system"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"hive-kerberos\" or extra == \"hive\""
+markers = "extra == \"hive\" or extra == \"hive-kerberos\""
 files = [
     {file = "thrift-0.21.0.tar.gz", hash = "sha256:5e6f7c50f936ebfa23e924229afc95eb219f8c8e5a83202dd4a391244803e402"},
 ]
@@ -5261,7 +5339,7 @@ description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
-markers = "python_version <= \"3.10\""
+markers = "python_version < \"3.11\""
 files = [
     {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
     {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"},
@@ -5322,16 +5400,19 @@ telegram = ["requests"]
 
 [[package]]
 name = "types-setuptools"
-version = "75.8.0.20250210"
+version = "76.0.0.20250313"
 description = "Typing stubs for setuptools"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "types_setuptools-75.8.0.20250210-py3-none-any.whl", hash = "sha256:a217d7b4d59be04c29e23d142c959a0f85e71292fd3fc4313f016ca11f0b56dc"},
-    {file = "types_setuptools-75.8.0.20250210.tar.gz", hash = "sha256:c1547361b2441f07c94e25dce8a068e18c611593ad4b6fdd727b1a8f5d1fda33"},
+    {file = "types_setuptools-76.0.0.20250313-py3-none-any.whl", hash = "sha256:bf454b2a49b8cfd7ebcf5844d4dd5fe4c8666782df1e3663c5866fd51a47460e"},
+    {file = "types_setuptools-76.0.0.20250313.tar.gz", hash = "sha256:b2be66f550f95f3cad2a7d46177b273c7e9c80df7d257fa57addbbcfc8126a9e"},
 ]
 
+[package.dependencies]
+setuptools = "*"
+
 [[package]]
 name = "typing-extensions"
 version = "4.12.2"
@@ -5343,19 +5424,18 @@ files = [
     {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
     {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
 ]
-markers = {docs = "python_version <= \"3.10\""}
 
 [[package]]
 name = "tzdata"
-version = "2025.1"
+version = "2025.2"
 description = "Provider of IANA time zone data"
 optional = true
 python-versions = ">=2"
 groups = ["main"]
 markers = "extra == \"pandas\" or extra == \"ray\""
 files = [
-    {file = "tzdata-2025.1-py2.py3-none-any.whl", hash = "sha256:7e127113816800496f027041c570f50bcd464a020098a3b6b199517772303639"},
-    {file = "tzdata-2025.1.tar.gz", hash = "sha256:24894909e88cdb28bd1636c6887801df64cb485bd593f2fd83ef29075a81d694"},
+    {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"},
+    {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
 ]
 
 [[package]]
@@ -5372,8 +5452,8 @@ files = [
 ]
 
 [package.extras]
-brotli = ["brotli (==1.0.9) ; os_name != \"nt\" and python_version < \"3\" and platform_python_implementation == \"CPython\"", "brotli (>=1.0.9) ; python_version >= \"3\" and platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; (os_name != \"nt\" or python_version >= \"3\") and platform_python_implementation != \"CPython\"", "brotlipy (>=0.6.0) ; os_name == \"nt\" and python_version < \"3\""]
-secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress ; python_version == \"2.7\"", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
+brotli = ["brotli (==1.0.9)", "brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
+secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
@@ -5383,28 +5463,28 @@ description = "HTTP library with thread-safe connection pooling, file post, and
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev", "docs"]
-markers = "python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"},
     {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"},
 ]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
 h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.29.2"
+version = "20.29.3"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "virtualenv-20.29.2-py3-none-any.whl", hash = "sha256:febddfc3d1ea571bdb1dc0f98d7b45d24def7428214d4fb73cc486c9568cce6a"},
-    {file = "virtualenv-20.29.2.tar.gz", hash = "sha256:fdaabebf6d03b5ba83ae0a02cfe96f48a716f4fae556461d180825866f75b728"},
+    {file = "virtualenv-20.29.3-py3-none-any.whl", hash = "sha256:3e3d00f5807e83b234dfb6122bf37cfadf4be216c53a49ac059d02414f819170"},
+    {file = "virtualenv-20.29.3.tar.gz", hash = "sha256:95e39403fcf3940ac45bc717597dba16110b74506131845d9b687d5e73d947ac"},
 ]
 
 [package.dependencies]
@@ -5414,7 +5494,7 @@ platformdirs = ">=3.9.1,<5"
 
 [package.extras]
 docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
-test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8) ; platform_python_implementation == \"PyPy\" or platform_python_implementation == \"CPython\" and sys_platform == \"win32\" and python_version >= \"3.13\"", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10) ; platform_python_implementation == \"CPython\""]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
 
 [[package]]
 name = "watchdog"
@@ -5586,7 +5666,7 @@ description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7df647e8edd71f000a5208fe6ff8c382a1de8edfbccdbbfe649d263de07d8c34"},
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c69697d3adff5aa4f874b19c0e4ed65180ceed6318ec856ebc423aa5850d84f7"},
@@ -5691,11 +5771,11 @@ files = [
 markers = {main = "extra == \"daft\" and python_version < \"3.10\"", dev = "python_full_version < \"3.10.2\"", docs = "python_version < \"3.10\""}
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
 type = ["pytest-mypy"]
 
 [[package]]
@@ -5836,4 +5916,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "73caa2a98420bf7ff90dd00a572742465c1d69e4f2ec548cf0a1893397f2a704"
+content-hash = "1772c4ef73bf4d04da928ecd2185db3716191f42e20d72fec2b44ba0a633c607"
diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index 88be6abac7..9e200aaf67 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -144,6 +144,7 @@
 from pyiceberg.table.locations import load_location_provider
 from pyiceberg.table.metadata import TableMetadata
 from pyiceberg.table.name_mapping import NameMapping, apply_name_mapping
+from pyiceberg.table.puffin import PuffinFile
 from pyiceberg.transforms import IdentityTransform, TruncateTransform
 from pyiceberg.typedef import EMPTY_DICT, Properties, Record
 from pyiceberg.types import (
@@ -915,15 +916,26 @@ def _construct_fragment(fs: FileSystem, data_file: DataFile, file_format_kwargs:
 
 
 def _read_deletes(fs: FileSystem, data_file: DataFile) -> Dict[str, pa.ChunkedArray]:
-    delete_fragment = _construct_fragment(
-        fs, data_file, file_format_kwargs={"dictionary_columns": ("file_path",), "pre_buffer": True, "buffer_size": ONE_MEGABYTE}
-    )
-    table = ds.Scanner.from_fragment(fragment=delete_fragment).to_table()
-    table = table.unify_dictionaries()
-    return {
-        file.as_py(): table.filter(pc.field("file_path") == file).column("pos")
-        for file in table.column("file_path").chunks[0].dictionary
-    }
+    if data_file.file_format == FileFormat.PARQUET:
+        delete_fragment = _construct_fragment(
+            fs,
+            data_file,
+            file_format_kwargs={"dictionary_columns": ("file_path",), "pre_buffer": True, "buffer_size": ONE_MEGABYTE},
+        )
+        table = ds.Scanner.from_fragment(fragment=delete_fragment).to_table()
+        table = table.unify_dictionaries()
+        return {
+            file.as_py(): table.filter(pc.field("file_path") == file).column("pos")
+            for file in table.column("file_path").chunks[0].dictionary
+        }
+    elif data_file.file_format == FileFormat.PUFFIN:
+        _, _, path = PyArrowFileIO.parse_location(data_file.file_path)
+        with fs.open_input_file(path) as fi:
+            payload = fi.read()
+
+        return PuffinFile(payload).to_vector()
+    else:
+        raise ValueError(f"Delete file format not supported: {data_file.file_format}")
 
 
 def _combine_positional_deletes(positional_deletes: List[pa.ChunkedArray], start_index: int, end_index: int) -> pa.Array:
diff --git a/pyiceberg/manifest.py b/pyiceberg/manifest.py
index 5a32a6330c..832f7d5b87 100644
--- a/pyiceberg/manifest.py
+++ b/pyiceberg/manifest.py
@@ -97,6 +97,7 @@ class FileFormat(str, Enum):
     AVRO = "AVRO"
     PARQUET = "PARQUET"
     ORC = "ORC"
+    PUFFIN = "PUFFIN"
 
     @classmethod
     def _missing_(cls, value: object) -> Union[None, str]:
diff --git a/pyiceberg/table/puffin.py b/pyiceberg/table/puffin.py
new file mode 100644
index 0000000000..a90ef7ee0d
--- /dev/null
+++ b/pyiceberg/table/puffin.py
@@ -0,0 +1,116 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+import math
+from typing import TYPE_CHECKING, Dict, List, Literal, Optional
+
+from pydantic import Field
+from pyroaring import BitMap, FrozenBitMap
+
+from pyiceberg.typedef import IcebergBaseModel
+
+if TYPE_CHECKING:
+    import pyarrow as pa
+
+# Short for: Puffin Fratercula arctica, version 1
+MAGIC_BYTES = b"PFA1"
+EMPTY_BITMAP = FrozenBitMap()
+MAX_JAVA_SIGNED = int(math.pow(2, 31)) - 1
+PROPERTY_REFERENCED_DATA_FILE = "referenced-data-file"
+
+
+def _deserialize_bitmap(pl: bytes) -> List[BitMap]:
+    number_of_bitmaps = int.from_bytes(pl[0:8], byteorder="little")
+    pl = pl[8:]
+
+    bitmaps = []
+    last_key = -1
+    for _ in range(number_of_bitmaps):
+        key = int.from_bytes(pl[0:4], byteorder="little")
+        if key < 0:
+            raise ValueError(f"Invalid unsigned key: {key}")
+        if key <= last_key:
+            raise ValueError("Keys must be sorted in ascending order")
+        if key > MAX_JAVA_SIGNED:
+            raise ValueError(f"Key {key} is too large, max {MAX_JAVA_SIGNED} to maintain compatibility with Java impl")
+        pl = pl[4:]
+
+        while last_key < key - 1:
+            bitmaps.append(EMPTY_BITMAP)
+            last_key += 1
+
+        bm = BitMap().deserialize(pl)
+        # TODO: Optimize this
+        pl = pl[len(bm.serialize()) :]
+        bitmaps.append(bm)
+
+        last_key = key
+
+    return bitmaps
+
+
+class PuffinBlobMetadata(IcebergBaseModel):
+    type: Literal["deletion-vector-v1"] = Field()
+    fields: List[int] = Field()
+    snapshot_id: int = Field(alias="snapshot-id")
+    sequence_number: int = Field(alias="sequence-number")
+    offset: int = Field()
+    length: int = Field()
+    compression_codec: Optional[str] = Field(alias="compression-codec", default=None)
+    properties: Dict[str, str] = Field(default_factory=dict)
+
+
+class Footer(IcebergBaseModel):
+    blobs: List[PuffinBlobMetadata] = Field()
+    properties: Dict[str, str] = Field(default_factory=dict)
+
+
+def _bitmaps_to_chunked_array(bitmaps: List[BitMap]) -> "pa.ChunkedArray":
+    import pyarrow as pa
+
+    return pa.chunked_array([(key_pos << 32) + pos for pos in bitmap] for key_pos, bitmap in enumerate(bitmaps))
+
+
+class PuffinFile:
+    footer: Footer
+    _deletion_vectors: Dict[str, List[BitMap]]
+
+    def __init__(self, puffin: bytes) -> None:
+        for magic_bytes in [puffin[:4], puffin[-4:]]:
+            if magic_bytes != MAGIC_BYTES:
+                raise ValueError(f"Incorrect magic bytes, expected {MAGIC_BYTES!r}, got {magic_bytes!r}")
+
+        # One flag is set, the rest should be zero
+        # byte 0 (first)
+        # - bit 0 (lowest bit): whether FooterPayload is compressed
+        # - all other bits are reserved for future use and should be set to 0 on write
+        flags = puffin[-8:-4]
+        if flags[0] != 0:
+            raise ValueError("The Puffin-file has a compressed footer, which is not yet supported")
+
+        # 4 byte integer is always signed, in a two's complement representation, stored little-endian.
+        footer_payload_size_int = int.from_bytes(puffin[-12:-8], byteorder="little")
+
+        self.footer = Footer.model_validate_json(puffin[-(footer_payload_size_int + 12) : -12])
+        puffin = puffin[8:]
+
+        self._deletion_vectors = {
+            blob.properties[PROPERTY_REFERENCED_DATA_FILE]: _deserialize_bitmap(puffin[blob.offset : blob.offset + blob.length])
+            for blob in self.footer.blobs
+        }
+
+    def to_vector(self) -> Dict[str, "pa.ChunkedArray"]:
+        return {path: _bitmaps_to_chunked_array(bitmaps) for path, bitmaps in self._deletion_vectors.items()}
diff --git a/pyproject.toml b/pyproject.toml
index 265dec0ccc..d167686be7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -61,6 +61,7 @@ fsspec = ">=2023.1.0"
 pyparsing = ">=3.1.0,<4.0.0"
 zstandard = ">=0.13.0,<1.0.0"
 tenacity = ">=8.2.3,<10.0.0"
+pyroaring = ">=1.0.0,<2.0.0"
 pyarrow = { version = ">=17.0.0,<20.0.0", optional = true }
 pandas = { version = ">=1.0.0,<3.0.0", optional = true }
 duckdb = { version = ">=0.5.0,<2.0.0", optional = true }
@@ -509,5 +510,9 @@ ignore_missing_imports = true
 module = "datafusion.*"
 ignore_missing_imports = true
 
+[[tool.mypy.overrides]]
+module = "pyroaring.*"
+ignore_missing_imports = true
+
 [tool.coverage.run]
 source = ['pyiceberg/']
diff --git a/tests/integration/test_reads.py b/tests/integration/test_reads.py
index ab486716de..8ab15489ef 100644
--- a/tests/integration/test_reads.py
+++ b/tests/integration/test_reads.py
@@ -385,7 +385,8 @@ def test_pyarrow_to_iceberg_all_types(catalog: Catalog) -> None:
 
 @pytest.mark.integration
 @pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
-def test_pyarrow_deletes(catalog: Catalog) -> None:
+@pytest.mark.parametrize("format_version", [2, 3])
+def test_pyarrow_deletes(catalog: Catalog, format_version: int) -> None:
     # number, letter
     #  (1, 'a'),
     #  (2, 'b'),
@@ -399,7 +400,7 @@ def test_pyarrow_deletes(catalog: Catalog) -> None:
     #  (10, 'j'),
     #  (11, 'k'),
     #  (12, 'l')
-    test_positional_mor_deletes = catalog.load_table("default.test_positional_mor_deletes")
+    test_positional_mor_deletes = catalog.load_table(f"default.test_positional_mor_deletes_v{format_version}")
     arrow_table = test_positional_mor_deletes.scan().to_arrow()
     assert arrow_table["number"].to_pylist() == [1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12]
 
@@ -422,7 +423,8 @@ def test_pyarrow_deletes(catalog: Catalog) -> None:
 
 @pytest.mark.integration
 @pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
-def test_pyarrow_deletes_double(catalog: Catalog) -> None:
+@pytest.mark.parametrize("format_version", [2, 3])
+def test_pyarrow_deletes_double(catalog: Catalog, format_version: int) -> None:
     # number, letter
     #  (1, 'a'),
     #  (2, 'b'),
@@ -436,7 +438,7 @@ def test_pyarrow_deletes_double(catalog: Catalog) -> None:
     #  (10, 'j'),
     #  (11, 'k'),
     #  (12, 'l')
-    test_positional_mor_double_deletes = catalog.load_table("default.test_positional_mor_double_deletes")
+    test_positional_mor_double_deletes = catalog.load_table(f"default.test_positional_mor_double_deletes_v{format_version}")
     arrow_table = test_positional_mor_double_deletes.scan().to_arrow()
     assert arrow_table["number"].to_pylist() == [1, 2, 3, 4, 5, 7, 8, 10, 11, 12]
 
@@ -459,7 +461,8 @@ def test_pyarrow_deletes_double(catalog: Catalog) -> None:
 
 @pytest.mark.integration
 @pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
-def test_pyarrow_batches_deletes(catalog: Catalog) -> None:
+@pytest.mark.parametrize("format_version", [2, 3])
+def test_pyarrow_batches_deletes(catalog: Catalog, format_version: int) -> None:
     # number, letter
     #  (1, 'a'),
     #  (2, 'b'),
@@ -473,7 +476,7 @@ def test_pyarrow_batches_deletes(catalog: Catalog) -> None:
     #  (10, 'j'),
     #  (11, 'k'),
     #  (12, 'l')
-    test_positional_mor_deletes = catalog.load_table("default.test_positional_mor_deletes")
+    test_positional_mor_deletes = catalog.load_table(f"default.test_positional_mor_deletes_v{format_version}")
     arrow_table = test_positional_mor_deletes.scan().to_arrow_batch_reader().read_all()
     assert arrow_table["number"].to_pylist() == [1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12]
 
@@ -500,7 +503,8 @@ def test_pyarrow_batches_deletes(catalog: Catalog) -> None:
 
 @pytest.mark.integration
 @pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
-def test_pyarrow_batches_deletes_double(catalog: Catalog) -> None:
+@pytest.mark.parametrize("format_version", [2, 3])
+def test_pyarrow_batches_deletes_double(catalog: Catalog, format_version: int) -> None:
     # number, letter
     #  (1, 'a'),
     #  (2, 'b'),
@@ -514,7 +518,7 @@ def test_pyarrow_batches_deletes_double(catalog: Catalog) -> None:
     #  (10, 'j'),
     #  (11, 'k'),
     #  (12, 'l')
-    test_positional_mor_double_deletes = catalog.load_table("default.test_positional_mor_double_deletes")
+    test_positional_mor_double_deletes = catalog.load_table(f"default.test_positional_mor_double_deletes_v{format_version}")
     arrow_table = test_positional_mor_double_deletes.scan().to_arrow_batch_reader().read_all()
     assert arrow_table["number"].to_pylist() == [1, 2, 3, 4, 5, 7, 8, 10, 11, 12]
 
@@ -596,16 +600,18 @@ def test_unpartitioned_fixed_table(catalog: Catalog) -> None:
 
 @pytest.mark.integration
 @pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
-def test_scan_tag(catalog: Catalog) -> None:
-    test_positional_mor_deletes = catalog.load_table("default.test_positional_mor_deletes")
+@pytest.mark.parametrize("format_version", [2, 3])
+def test_scan_tag(catalog: Catalog, format_version: int) -> None:
+    test_positional_mor_deletes = catalog.load_table(f"default.test_positional_mor_deletes_v{format_version}")
     arrow_table = test_positional_mor_deletes.scan().use_ref("tag_12").to_arrow()
     assert arrow_table["number"].to_pylist() == [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]
 
 
 @pytest.mark.integration
 @pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
-def test_scan_branch(catalog: Catalog) -> None:
-    test_positional_mor_deletes = catalog.load_table("default.test_positional_mor_deletes")
+@pytest.mark.parametrize("format_version", [2, 3])
+def test_scan_branch(catalog: Catalog, format_version: int) -> None:
+    test_positional_mor_deletes = catalog.load_table(f"default.test_positional_mor_deletes_v{format_version}")
     arrow_table = test_positional_mor_deletes.scan().use_ref("without_5").to_arrow()
     assert arrow_table["number"].to_pylist() == [1, 2, 3, 4, 6, 7, 8, 9, 10, 11, 12]
 
diff --git a/tests/table/bitmaps/64map32bitvals.bin b/tests/table/bitmaps/64map32bitvals.bin
new file mode 100644
index 0000000000000000000000000000000000000000..475b894417e44cff61d8810057fc1530cef05718
GIT binary patch
literal 48
ocmZQ%KmaQP1_nkjmy<yNOfxbtF)%Z*Ft9SPF|admFmN&e021r~vj6}9

literal 0
HcmV?d00001

diff --git a/tests/table/bitmaps/64mapempty.bin b/tests/table/bitmaps/64mapempty.bin
new file mode 100644
index 0000000000000000000000000000000000000000..1b1cb4d44c57c2d7a5122870fa6ac3e62ff7e94e
GIT binary patch
literal 8
KcmZQzfB*mh2mk>9

literal 0
HcmV?d00001

diff --git a/tests/table/bitmaps/64maphighvals.bin b/tests/table/bitmaps/64maphighvals.bin
new file mode 100644
index 0000000000000000000000000000000000000000..d4312b8d22713991026a36d5d1293cf1960d89ed
GIT binary patch
literal 1086
zcmd;PfPnY=_rj5t0RsagP#7Y>#UKD@!<A6T7`1_z02~da(NH2L1c*^Xo3sP~zcKEe

literal 0
HcmV?d00001

diff --git a/tests/table/bitmaps/64mapspreadvals.bin b/tests/table/bitmaps/64mapspreadvals.bin
new file mode 100644
index 0000000000000000000000000000000000000000..83c72f6ba32721c6756bc78cba163441c92b16bd
GIT binary patch
literal 408
zcma*eyA8lF3<J^g-%6EHQfL3cVyH=bY6yZ)7yrEvl&ry>S*SERgUMnOxf@r{zi~~v
PF5QrBO1Grj(uH&%!J7vn

literal 0
HcmV?d00001

diff --git a/tests/table/test_puffin.py b/tests/table/test_puffin.py
new file mode 100644
index 0000000000..2140915389
--- /dev/null
+++ b/tests/table/test_puffin.py
@@ -0,0 +1,74 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+from os import path
+from typing import List
+
+import pytest
+from pyroaring import BitMap
+
+from pyiceberg.table.puffin import _deserialize_bitmap
+
+
+def _open_file(file: str) -> bytes:
+    cur_dir = path.dirname(path.realpath(__file__))
+    with open(f"{cur_dir}/bitmaps/{file}", "rb") as f:
+        return f.read()
+
+
+def test_map_empty() -> None:
+    puffin = _open_file("64mapempty.bin")
+
+    expected: List[BitMap] = []
+    actual = _deserialize_bitmap(puffin)
+
+    assert expected == actual
+
+
+def test_map_bitvals() -> None:
+    puffin = _open_file("64map32bitvals.bin")
+
+    expected = [BitMap([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])]
+    actual = _deserialize_bitmap(puffin)
+
+    assert expected == actual
+
+
+def test_map_spread_vals() -> None:
+    puffin = _open_file("64mapspreadvals.bin")
+
+    expected = [
+        BitMap([0, 1, 2, 3, 4, 5, 6, 7, 8, 9]),
+        BitMap([0, 1, 2, 3, 4, 5, 6, 7, 8, 9]),
+        BitMap([0, 1, 2, 3, 4, 5, 6, 7, 8, 9]),
+        BitMap([0, 1, 2, 3, 4, 5, 6, 7, 8, 9]),
+        BitMap([0, 1, 2, 3, 4, 5, 6, 7, 8, 9]),
+        BitMap([0, 1, 2, 3, 4, 5, 6, 7, 8, 9]),
+        BitMap([0, 1, 2, 3, 4, 5, 6, 7, 8, 9]),
+        BitMap([0, 1, 2, 3, 4, 5, 6, 7, 8, 9]),
+        BitMap([0, 1, 2, 3, 4, 5, 6, 7, 8, 9]),
+        BitMap([0, 1, 2, 3, 4, 5, 6, 7, 8, 9]),
+    ]
+    actual = _deserialize_bitmap(puffin)
+
+    assert expected == actual
+
+
+def test_map_high_vals() -> None:
+    puffin = _open_file("64maphighvals.bin")
+
+    with pytest.raises(ValueError, match="Key 4022190063 is too large, max 2147483647 to maintain compatibility with Java impl"):
+        _ = _deserialize_bitmap(puffin)

From f1fa82d92abbd68989b72e352fc3873b3c121e84 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Thu, 27 Mar 2025 00:32:06 +0100
Subject: [PATCH 083/357] Arrow: Infer the types when reading (#1669)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

### Rationale for this change

Time to give this another go 😆

When reading a Parquet file using PyArrow, there is some metadata stored
in the Parquet file to either make it a large type (eg `large_string`,
or a normal type (`string`). The difference is that the large types use
a 64 bit offset to encode their arrays. This is not always needed, and
we can could first check all the in the types of which it is stored, and
let PyArrow decide here:


https://github.com/apache/iceberg-python/blob/300b8405a0fe7d0111321e5644d704026af9266b/pyiceberg/io/pyarrow.py#L1579

In PyArrow today we just bump everything to a large type, which might
lead to additional memory consumption because it allocates an int64
array to allocate the offsets, instead of an int32.

I thought we would be good to go for this now with the new lower bound
of PyArrow to 17. But, it looks like we still have to wait for Arrow 18
to fix the issue with the `date` types:

https://github.com/apache/arrow/issues/43183

Fixes: https://github.com/apache/iceberg-python/issues/1049

### Are these changes tested?

Yes, existing tests :)

### Are there any user-facing changes?

Before, PyIceberg would always return the large Arrow types (eg,
`large_string` instead of `string`). After this change, it will return
the type it was written with.
---
 pyiceberg/io/pyarrow.py                      | 48 ++++++++++----------
 pyiceberg/table/__init__.py                  |  2 +-
 tests/integration/test_add_files.py          | 21 ++++-----
 tests/integration/test_reads.py              | 24 +++++-----
 tests/integration/test_writes/test_writes.py | 28 ++++++++----
 tests/io/test_pyarrow.py                     | 18 ++++----
 6 files changed, 72 insertions(+), 69 deletions(-)

diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index 9e200aaf67..6cd06d9931 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -175,6 +175,7 @@
 from pyiceberg.utils.concurrent import ExecutorFactory
 from pyiceberg.utils.config import Config
 from pyiceberg.utils.datetime import millis_to_datetime
+from pyiceberg.utils.deprecated import deprecation_message
 from pyiceberg.utils.properties import get_first_property_value, property_as_bool, property_as_int
 from pyiceberg.utils.singleton import Singleton
 from pyiceberg.utils.truncate import truncate_upper_bound_binary_string, truncate_upper_bound_text_string
@@ -1385,7 +1386,6 @@ def _task_to_record_batches(
     positional_deletes: Optional[List[ChunkedArray]],
     case_sensitive: bool,
     name_mapping: Optional[NameMapping] = None,
-    use_large_types: bool = True,
     partition_spec: Optional[PartitionSpec] = None,
 ) -> Iterator[pa.RecordBatch]:
     _, _, path = _parse_location(task.file.file_path)
@@ -1415,13 +1415,7 @@ def _task_to_record_batches(
 
         fragment_scanner = ds.Scanner.from_fragment(
             fragment=fragment,
-            # With PyArrow 16.0.0 there is an issue with casting record-batches:
-            # https://github.com/apache/arrow/issues/41884
-            # https://github.com/apache/arrow/issues/43183
-            # Would be good to remove this later on
-            schema=_pyarrow_schema_ensure_large_types(physical_schema)
-            if use_large_types
-            else (_pyarrow_schema_ensure_small_types(physical_schema)),
+            schema=physical_schema,
             # This will push down the query to Arrow.
             # But in case there are positional deletes, we have to apply them first
             filter=pyarrow_filter if not positional_deletes else None,
@@ -1456,7 +1450,6 @@ def _task_to_record_batches(
                 file_project_schema,
                 current_batch,
                 downcast_ns_timestamp_to_us=True,
-                use_large_types=use_large_types,
             )
 
             # Inject projected column values if available
@@ -1542,14 +1535,6 @@ def __init__(
         self._case_sensitive = case_sensitive
         self._limit = limit
 
-    @property
-    def _use_large_types(self) -> bool:
-        """Whether to represent data as large arrow types.
-
-        Defaults to True.
-        """
-        return property_as_bool(self._io.properties, PYARROW_USE_LARGE_TYPES_ON_READ, True)
-
     @property
     def _projected_field_ids(self) -> Set[int]:
         """Set of field IDs that should be projected from the data files."""
@@ -1611,11 +1596,21 @@ def _table_from_scan_task(task: FileScanTask) -> pa.Table:
 
         tables = [f.result() for f in completed_futures if f.result()]
 
+        arrow_schema = schema_to_pyarrow(self._projected_schema, include_field_ids=False)
+
         if len(tables) < 1:
-            return pa.Table.from_batches([], schema=schema_to_pyarrow(self._projected_schema, include_field_ids=False))
+            return pa.Table.from_batches([], schema=arrow_schema)
 
         result = pa.concat_tables(tables, promote_options="permissive")
 
+        if property_as_bool(self._io.properties, PYARROW_USE_LARGE_TYPES_ON_READ, False):
+            deprecation_message(
+                deprecated_in="0.10.0",
+                removed_in="0.11.0",
+                help_message=f"Property `{PYARROW_USE_LARGE_TYPES_ON_READ}` will be removed.",
+            )
+            result = result.cast(arrow_schema)
+
         if self._limit is not None:
             return result.slice(0, self._limit)
 
@@ -1658,7 +1653,6 @@ def _record_batches_from_scan_tasks_and_deletes(
                 deletes_per_file.get(task.file.file_path),
                 self._case_sensitive,
                 self._table_metadata.name_mapping(),
-                self._use_large_types,
                 self._table_metadata.spec(),
             )
             for batch in batches:
@@ -1677,13 +1671,12 @@ def _to_requested_schema(
     batch: pa.RecordBatch,
     downcast_ns_timestamp_to_us: bool = False,
     include_field_ids: bool = False,
-    use_large_types: bool = True,
 ) -> pa.RecordBatch:
     # We could reuse some of these visitors
     struct_array = visit_with_partner(
         requested_schema,
         batch,
-        ArrowProjectionVisitor(file_schema, downcast_ns_timestamp_to_us, include_field_ids, use_large_types),
+        ArrowProjectionVisitor(file_schema, downcast_ns_timestamp_to_us, include_field_ids),
         ArrowAccessor(file_schema),
     )
     return pa.RecordBatch.from_struct_array(struct_array)
@@ -1693,20 +1686,27 @@ class ArrowProjectionVisitor(SchemaWithPartnerVisitor[pa.Array, Optional[pa.Arra
     _file_schema: Schema
     _include_field_ids: bool
     _downcast_ns_timestamp_to_us: bool
-    _use_large_types: bool
+    _use_large_types: Optional[bool]
 
     def __init__(
         self,
         file_schema: Schema,
         downcast_ns_timestamp_to_us: bool = False,
         include_field_ids: bool = False,
-        use_large_types: bool = True,
+        use_large_types: Optional[bool] = None,
     ) -> None:
         self._file_schema = file_schema
         self._include_field_ids = include_field_ids
         self._downcast_ns_timestamp_to_us = downcast_ns_timestamp_to_us
         self._use_large_types = use_large_types
 
+        if use_large_types is not None:
+            deprecation_message(
+                deprecated_in="0.10.0",
+                removed_in="0.11.0",
+                help_message="Argument `use_large_types` will be removed from ArrowProjectionVisitor",
+            )
+
     def _cast_if_needed(self, field: NestedField, values: pa.Array) -> pa.Array:
         file_field = self._file_schema.find_field(field.field_id)
 
@@ -1715,7 +1715,7 @@ def _cast_if_needed(self, field: NestedField, values: pa.Array) -> pa.Array:
                 target_schema = schema_to_pyarrow(
                     promote(file_field.field_type, field.field_type), include_field_ids=self._include_field_ids
                 )
-                if not self._use_large_types:
+                if self._use_large_types is False:
                     target_schema = _pyarrow_schema_ensure_small_types(target_schema)
                 return values.cast(target_schema)
             elif (target_type := schema_to_pyarrow(field.field_type, include_field_ids=self._include_field_ids)) != values.type:
diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index cab5d73d27..1ebdd8bcf1 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -1785,7 +1785,7 @@ def to_arrow_batch_reader(self) -> pa.RecordBatchReader:
         return pa.RecordBatchReader.from_batches(
             target_schema,
             batches,
-        )
+        ).cast(target_schema)
 
     def to_pandas(self, **kwargs: Any) -> pd.DataFrame:
         """Read a Pandas DataFrame eagerly from this Iceberg table.
diff --git a/tests/integration/test_add_files.py b/tests/integration/test_add_files.py
index bfbc8db668..2c6eb4b4ab 100644
--- a/tests/integration/test_add_files.py
+++ b/tests/integration/test_add_files.py
@@ -33,7 +33,7 @@
 from pyiceberg.catalog import Catalog
 from pyiceberg.exceptions import NoSuchTableError
 from pyiceberg.io import FileIO
-from pyiceberg.io.pyarrow import UnsupportedPyArrowTypeException, _pyarrow_schema_ensure_large_types
+from pyiceberg.io.pyarrow import UnsupportedPyArrowTypeException
 from pyiceberg.manifest import DataFile
 from pyiceberg.partitioning import UNPARTITIONED_PARTITION_SPEC, PartitionField, PartitionSpec
 from pyiceberg.schema import Schema
@@ -588,11 +588,6 @@ def test_add_files_with_large_and_regular_schema(spark: SparkSession, session_ca
             pa.field("foo", pa.string(), nullable=False),
         ]
     )
-    arrow_schema_large = pa.schema(
-        [
-            pa.field("foo", pa.large_string(), nullable=False),
-        ]
-    )
 
     tbl = _create_table(session_catalog, identifier, format_version, schema=iceberg_schema)
 
@@ -614,27 +609,27 @@ def test_add_files_with_large_and_regular_schema(spark: SparkSession, session_ca
     tbl.add_files([file_path])
 
     table_schema = tbl.scan().to_arrow().schema
-    assert table_schema == arrow_schema_large
+    assert table_schema == arrow_schema
 
     file_path_large = f"s3://warehouse/default/unpartitioned_with_large_types/v{format_version}/test-1.parquet"
     _write_parquet(
         tbl.io,
         file_path_large,
-        arrow_schema_large,
+        arrow_schema,
         pa.Table.from_pylist(
             [
                 {
                     "foo": "normal",
                 }
             ],
-            schema=arrow_schema_large,
+            schema=arrow_schema,
         ),
     )
 
     tbl.add_files([file_path_large])
 
     table_schema = tbl.scan().to_arrow().schema
-    assert table_schema == arrow_schema_large
+    assert table_schema == arrow_schema
 
 
 @pytest.mark.integration
@@ -748,8 +743,8 @@ def test_add_files_with_valid_upcast(
         pa.schema(
             (
                 pa.field("long", pa.int64(), nullable=True),
-                pa.field("list", pa.large_list(pa.int64()), nullable=False),
-                pa.field("map", pa.map_(pa.large_string(), pa.int64()), nullable=False),
+                pa.field("list", pa.list_(pa.int64()), nullable=False),
+                pa.field("map", pa.map_(pa.string(), pa.int64()), nullable=False),
                 pa.field("double", pa.float64(), nullable=True),
                 pa.field("uuid", pa.binary(length=16), nullable=True),  # can UUID is read as fixed length binary of length 16
             )
@@ -799,7 +794,7 @@ def test_add_files_subset_of_schema(spark: SparkSession, session_catalog: Catalo
                 "qux": date(2024, 3, 7),
             }
         ],
-        schema=_pyarrow_schema_ensure_large_types(ARROW_SCHEMA),
+        schema=ARROW_SCHEMA,
     )
 
     lhs = spark.table(f"{identifier}").toPandas()
diff --git a/tests/integration/test_reads.py b/tests/integration/test_reads.py
index 8ab15489ef..5ac5162f8e 100644
--- a/tests/integration/test_reads.py
+++ b/tests/integration/test_reads.py
@@ -831,7 +831,16 @@ def test_configure_row_group_batch_size(session_catalog: Catalog) -> None:
 
 @pytest.mark.integration
 @pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
-def test_table_scan_default_to_large_types(catalog: Catalog) -> None:
+def test_table_scan_keep_types(catalog: Catalog) -> None:
+    expected_schema = pa.schema(
+        [
+            pa.field("string", pa.string()),
+            pa.field("string-to-binary", pa.large_binary()),
+            pa.field("binary", pa.binary()),
+            pa.field("list", pa.list_(pa.large_string())),
+        ]
+    )
+
     identifier = "default.test_table_scan_default_to_large_types"
     arrow_table = pa.Table.from_arrays(
         [
@@ -840,7 +849,7 @@ def test_table_scan_default_to_large_types(catalog: Catalog) -> None:
             pa.array([b"a", b"b", b"c"]),
             pa.array([["a", "b"], ["c", "d"], ["e", "f"]]),
         ],
-        names=["string", "string-to-binary", "binary", "list"],
+        schema=expected_schema,
     )
 
     try:
@@ -859,15 +868,6 @@ def test_table_scan_default_to_large_types(catalog: Catalog) -> None:
         update_schema.update_column("string-to-binary", BinaryType())
 
     result_table = tbl.scan().to_arrow()
-
-    expected_schema = pa.schema(
-        [
-            pa.field("string", pa.large_string()),
-            pa.field("string-to-binary", pa.large_binary()),
-            pa.field("binary", pa.large_binary()),
-            pa.field("list", pa.large_list(pa.large_string())),
-        ]
-    )
     assert result_table.schema.equals(expected_schema)
 
 
@@ -906,7 +906,7 @@ def test_table_scan_override_with_small_types(catalog: Catalog) -> None:
     expected_schema = pa.schema(
         [
             pa.field("string", pa.string()),
-            pa.field("string-to-binary", pa.binary()),
+            pa.field("string-to-binary", pa.large_binary()),
             pa.field("binary", pa.binary()),
             pa.field("list", pa.list_(pa.string())),
         ]
diff --git a/tests/integration/test_writes/test_writes.py b/tests/integration/test_writes/test_writes.py
index 1fe29c684c..59c795cf75 100644
--- a/tests/integration/test_writes/test_writes.py
+++ b/tests/integration/test_writes/test_writes.py
@@ -25,6 +25,7 @@
 from urllib.parse import urlparse
 
 import pandas as pd
+import pandas.testing
 import pyarrow as pa
 import pyarrow.compute as pc
 import pyarrow.parquet as pq
@@ -401,7 +402,14 @@ def test_python_writes_dictionary_encoded_column_with_spark_reads(
     tbl.append(arrow_table)
     spark_df = spark.sql(f"SELECT * FROM {identifier}").toPandas()
     pyiceberg_df = tbl.scan().to_pandas()
-    assert spark_df.equals(pyiceberg_df)
+
+    # We're just interested in the content, PyIceberg actually makes a nice Categorical out of it:
+    # E       AssertionError: Attributes of DataFrame.iloc[:, 1] (column name="name") are different
+    # E
+    # E       Attribute "dtype" are different
+    # E       [left]:  object
+    # E       [right]: CategoricalDtype(categories=['AB', 'CD', 'EF'], ordered=False, categories_dtype=object)
+    pandas.testing.assert_frame_equal(spark_df, pyiceberg_df, check_dtype=False, check_categorical=False)
 
 
 @pytest.mark.integration
@@ -422,7 +430,7 @@ def test_python_writes_with_small_and_large_types_spark_reads(
     }
     pa_schema = pa.schema(
         [
-            pa.field("foo", pa.large_string()),
+            pa.field("foo", pa.string()),
             pa.field("id", pa.int32()),
             pa.field("name", pa.string()),
             pa.field(
@@ -432,7 +440,7 @@ def test_python_writes_with_small_and_large_types_spark_reads(
                         pa.field("street", pa.string()),
                         pa.field("city", pa.string()),
                         pa.field("zip", pa.int32()),
-                        pa.field("bar", pa.large_string()),
+                        pa.field("bar", pa.string()),
                     ]
                 ),
             ),
@@ -448,17 +456,17 @@ def test_python_writes_with_small_and_large_types_spark_reads(
     arrow_table_on_read = tbl.scan().to_arrow()
     assert arrow_table_on_read.schema == pa.schema(
         [
-            pa.field("foo", pa.large_string()),
+            pa.field("foo", pa.string()),
             pa.field("id", pa.int32()),
-            pa.field("name", pa.large_string()),
+            pa.field("name", pa.string()),
             pa.field(
                 "address",
                 pa.struct(
                     [
-                        pa.field("street", pa.large_string()),
-                        pa.field("city", pa.large_string()),
+                        pa.field("street", pa.string()),
+                        pa.field("city", pa.string()),
                         pa.field("zip", pa.int32()),
-                        pa.field("bar", pa.large_string()),
+                        pa.field("bar", pa.string()),
                     ]
                 ),
             ),
@@ -1164,8 +1172,8 @@ def test_table_write_schema_with_valid_upcast(
         pa.schema(
             (
                 pa.field("long", pa.int64(), nullable=True),
-                pa.field("list", pa.large_list(pa.int64()), nullable=False),
-                pa.field("map", pa.map_(pa.large_string(), pa.int64()), nullable=False),
+                pa.field("list", pa.list_(pa.int64()), nullable=False),
+                pa.field("map", pa.map_(pa.string(), pa.int64()), nullable=False),
                 pa.field("double", pa.float64(), nullable=True),  # can support upcasting float to double
                 pa.field("uuid", pa.binary(length=16), nullable=True),  # can UUID is read as fixed length binary of length 16
             )
diff --git a/tests/io/test_pyarrow.py b/tests/io/test_pyarrow.py
index e883e38cb8..02605d81a8 100644
--- a/tests/io/test_pyarrow.py
+++ b/tests/io/test_pyarrow.py
@@ -1065,10 +1065,10 @@ def test_read_map(schema_map: Schema, file_map: str) -> None:
 
     assert (
         repr(result_table.schema)
-        == """properties: map<large_string, large_string>
-  child 0, entries: struct<key: large_string not null, value: large_string not null> not null
-      child 0, key: large_string not null
-      child 1, value: large_string not null"""
+        == """properties: map<string, string>
+  child 0, entries: struct<key: string not null, value: string not null> not null
+      child 0, key: string not null
+      child 1, value: string not null"""
     )
 
 
@@ -1181,7 +1181,7 @@ def test_identity_transform_column_projection(tmp_path: str, catalog: InMemoryCa
         with transaction.update_snapshot().overwrite() as update:
             update.append_data_file(unpartitioned_file)
 
-    schema = pa.schema([("other_field", pa.large_string()), ("partition_id", pa.int64())])
+    schema = pa.schema([("other_field", pa.string()), ("partition_id", pa.int64())])
     assert table.scan().to_arrow() == pa.table(
         {
             "other_field": ["foo", "bar", "baz"],
@@ -1245,7 +1245,7 @@ def test_identity_transform_columns_projection(tmp_path: str, catalog: InMemoryC
     assert (
         str(table.scan().to_arrow())
         == """pyarrow.Table
-field_1: large_string
+field_1: string
 field_2: int64
 field_3: int64
 ----
@@ -1470,9 +1470,9 @@ def test_projection_maps_of_structs(schema_map_of_structs: Schema, file_map_of_s
         assert actual.as_py() == expected
     assert (
         repr(result_table.schema)
-        == """locations: map<large_string, struct<latitude: double not null, longitude: double not null, altitude: double>>
-  child 0, entries: struct<key: large_string not null, value: struct<latitude: double not null, longitude: double not null, altitude: double> not null> not null
-      child 0, key: large_string not null
+        == """locations: map<string, struct<latitude: double not null, longitude: double not null, altitude: double>>
+  child 0, entries: struct<key: string not null, value: struct<latitude: double not null, longitude: double not null, altitude: double> not null> not null
+      child 0, key: string not null
       child 1, value: struct<latitude: double not null, longitude: double not null, altitude: double> not null
           child 0, latitude: double not null
           child 1, longitude: double not null

From e43ec4131e0bc550589b160ad982e7466b25b3c3 Mon Sep 17 00:00:00 2001
From: Xiaojian Sun <sunxiaojian926@163.com>
Date: Fri, 28 Mar 2025 03:10:02 +0800
Subject: [PATCH 084/357] Clean up import in `test_schema.py` (#1858)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

Closed #1852

# Are these changes tested?

N/A

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 tests/test_schema.py | 23 ++++++++++++-----------
 1 file changed, 12 insertions(+), 11 deletions(-)

diff --git a/tests/test_schema.py b/tests/test_schema.py
index 61c64e71fc..3ca74c4027 100644
--- a/tests/test_schema.py
+++ b/tests/test_schema.py
@@ -21,12 +21,13 @@
 import pyarrow as pa
 import pytest
 
-from pyiceberg import schema
 from pyiceberg.exceptions import ResolveError, ValidationError
 from pyiceberg.schema import (
     Accessor,
     Schema,
     build_position_accessors,
+    index_by_id,
+    index_by_name,
     promote,
     prune_columns,
     sanitize_column_names,
@@ -90,7 +91,7 @@ def test_schema_str(table_schema_simple: Schema) -> None:
 
 def test_schema_repr_single_field() -> None:
     """Test schema representation"""
-    actual = repr(schema.Schema(NestedField(field_id=1, name="foo", field_type=StringType()), schema_id=1))
+    actual = repr(Schema(NestedField(field_id=1, name="foo", field_type=StringType()), schema_id=1))
     expected = "Schema(NestedField(field_id=1, name='foo', field_type=StringType(), required=False), schema_id=1, identifier_field_ids=[])"
     assert expected == actual
 
@@ -98,7 +99,7 @@ def test_schema_repr_single_field() -> None:
 def test_schema_repr_two_fields() -> None:
     """Test schema representation"""
     actual = repr(
-        schema.Schema(
+        Schema(
             NestedField(field_id=1, name="foo", field_type=StringType()),
             NestedField(field_id=2, name="bar", field_type=IntegerType(), required=False),
             schema_id=1,
@@ -111,7 +112,7 @@ def test_schema_repr_two_fields() -> None:
 def test_schema_raise_on_duplicate_names() -> None:
     """Test schema representation"""
     with pytest.raises(ValueError) as exc_info:
-        schema.Schema(
+        Schema(
             NestedField(field_id=1, name="foo", field_type=StringType(), required=False),
             NestedField(field_id=2, name="bar", field_type=IntegerType(), required=True),
             NestedField(field_id=3, name="baz", field_type=BooleanType(), required=False),
@@ -125,7 +126,7 @@ def test_schema_raise_on_duplicate_names() -> None:
 
 def test_schema_index_by_id_visitor(table_schema_nested: Schema) -> None:
     """Test index_by_id visitor function"""
-    index = schema.index_by_id(table_schema_nested)
+    index = index_by_id(table_schema_nested)
     assert index == {
         1: NestedField(field_id=1, name="foo", field_type=StringType(), required=False),
         2: NestedField(field_id=2, name="bar", field_type=IntegerType(), required=True),
@@ -198,7 +199,7 @@ def test_schema_index_by_id_visitor(table_schema_nested: Schema) -> None:
 
 def test_schema_index_by_name_visitor(table_schema_nested: Schema) -> None:
     """Test index_by_name visitor function"""
-    table_schema_nested = schema.Schema(
+    table_schema_nested = Schema(
         NestedField(field_id=1, name="foo", field_type=StringType(), required=False),
         NestedField(field_id=2, name="bar", field_type=IntegerType(), required=True),
         NestedField(field_id=3, name="baz", field_type=BooleanType(), required=False),
@@ -245,7 +246,7 @@ def test_schema_index_by_name_visitor(table_schema_nested: Schema) -> None:
         schema_id=1,
         identifier_field_ids=[2],
     )
-    index = schema.index_by_name(table_schema_nested)
+    index = index_by_name(table_schema_nested)
     assert index == {
         "foo": 1,
         "bar": 2,
@@ -301,7 +302,7 @@ def test_schema_find_column_name_by_id(table_schema_simple: Schema) -> None:
 
 def test_schema_find_field_by_id(table_schema_simple: Schema) -> None:
     """Test finding a column using its field ID"""
-    index = schema.index_by_id(table_schema_simple)
+    index = index_by_id(table_schema_simple)
 
     column1 = index[1]
     assert isinstance(column1, NestedField)
@@ -324,7 +325,7 @@ def test_schema_find_field_by_id(table_schema_simple: Schema) -> None:
 
 def test_schema_find_field_by_id_raise_on_unknown_field(table_schema_simple: Schema) -> None:
     """Test raising when the field ID is not found among columns"""
-    index = schema.index_by_id(table_schema_simple)
+    index = index_by_id(table_schema_simple)
     with pytest.raises(Exception) as exc_info:
         _ = index[4]
     assert str(exc_info.value) == "4"
@@ -332,7 +333,7 @@ def test_schema_find_field_by_id_raise_on_unknown_field(table_schema_simple: Sch
 
 def test_schema_find_field_type_by_id(table_schema_simple: Schema) -> None:
     """Test retrieving a columns' type using its field ID"""
-    index = schema.index_by_id(table_schema_simple)
+    index = index_by_id(table_schema_simple)
     assert index[1] == NestedField(field_id=1, name="foo", field_type=StringType(), required=False)
     assert index[2] == NestedField(field_id=2, name="bar", field_type=IntegerType(), required=True)
     assert index[3] == NestedField(field_id=3, name="baz", field_type=BooleanType(), required=False)
@@ -341,7 +342,7 @@ def test_schema_find_field_type_by_id(table_schema_simple: Schema) -> None:
 def test_index_by_id_schema_visitor_raise_on_unregistered_type() -> None:
     """Test raising a NotImplementedError when an invalid type is provided to the index_by_id function"""
     with pytest.raises(NotImplementedError) as exc_info:
-        schema.index_by_id("foo")  # type: ignore
+        index_by_id("foo")  # type: ignore
     assert "Cannot visit non-type: foo" in str(exc_info.value)
 
 

From 23f592460e3ad91ce504c75ecfe95758799144b7 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Fri, 28 Mar 2025 02:57:12 +0100
Subject: [PATCH 085/357] Fix naming (#1857)

# Rationale for this change

Small copy-paste :)

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/transforms.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyiceberg/transforms.py b/pyiceberg/transforms.py
index fd90859203..32a4233c67 100644
--- a/pyiceberg/transforms.py
+++ b/pyiceberg/transforms.py
@@ -703,7 +703,7 @@ def hour_func(v: Any) -> int:
 
         elif isinstance(source, (TimestampNanoType, TimestamptzNanoType)):
 
-            def day_func(v: Any) -> int:
+            def hour_func(v: Any) -> int:
                 # python datetime has no nanoseconds support.
                 # nanosecond datetimes will be expressed as int as a workaround
                 return datetime.nanos_to_hours(v)

From 2a412d66d0e40ebe98becdd0d89b1058fb8ccae5 Mon Sep 17 00:00:00 2001
From: Xiaojian Sun <sunxiaojian926@163.com>
Date: Mon, 31 Mar 2025 01:44:48 +0800
Subject: [PATCH 086/357] Pass data type as string representation to
 `NestedField` (#1860)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change
Closes #1851

# Are these changes tested?

test_types.py

# Are there any user-facing changes?

N/A
<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/types.py  | 21 ++++++++++++++++++++-
 tests/test_types.py | 41 +++++++++++++++++++++++++++++++++++++++++
 2 files changed, 61 insertions(+), 1 deletion(-)

diff --git a/pyiceberg/types.py b/pyiceberg/types.py
index 8e83b011bf..a33e56581a 100644
--- a/pyiceberg/types.py
+++ b/pyiceberg/types.py
@@ -47,6 +47,7 @@
     Field,
     PrivateAttr,
     SerializeAsAny,
+    field_validator,
     model_serializer,
     model_validator,
 )
@@ -310,6 +311,14 @@ class NestedField(IcebergType):
         ...     doc="Just a long"
         ... ))
         '2: bar: required long (Just a long)'
+        >>> str(NestedField(
+        ...     field_id=3,
+        ...     name='baz',
+        ...     field_type="string",
+        ...     required=True,
+        ...     doc="A string field"
+        ... ))
+        '3: baz: required string (A string field)'
     """
 
     field_id: int = Field(alias="id")
@@ -320,11 +329,21 @@ class NestedField(IcebergType):
     initial_default: Optional[Any] = Field(alias="initial-default", default=None, repr=False)
     write_default: Optional[L] = Field(alias="write-default", default=None, repr=False)  # type: ignore
 
+    @field_validator("field_type", mode="before")
+    def convert_field_type(cls, v: Any) -> IcebergType:
+        """Convert string values into IcebergType instances."""
+        if isinstance(v, str):
+            try:
+                return IcebergType.handle_primitive_type(v, None)
+            except ValueError as e:
+                raise ValueError(f"Unsupported field type: '{v}'") from e
+        return v
+
     def __init__(
         self,
         field_id: Optional[int] = None,
         name: Optional[str] = None,
-        field_type: Optional[IcebergType] = None,
+        field_type: Optional[IcebergType | str] = None,
         required: bool = False,
         doc: Optional[str] = None,
         initial_default: Optional[Any] = None,
diff --git a/tests/test_types.py b/tests/test_types.py
index b19df17e08..e14ec9dd6c 100644
--- a/tests/test_types.py
+++ b/tests/test_types.py
@@ -62,6 +62,21 @@
     (12, BinaryType),
 ]
 
+primitive_types = {
+    "boolean": BooleanType,
+    "int": IntegerType,
+    "long": LongType,
+    "float": FloatType,
+    "double": DoubleType,
+    "date": DateType,
+    "time": TimeType,
+    "timestamp": TimestampType,
+    "timestamptz": TimestamptzType,
+    "string": StringType,
+    "uuid": UUIDType,
+    "binary": BinaryType,
+}
+
 
 @pytest.mark.parametrize("input_index, input_type", non_parameterized_types)
 def test_repr_primitive_types(input_index: int, input_type: Type[PrimitiveType]) -> None:
@@ -231,6 +246,32 @@ def test_nested_field() -> None:
     assert "validation errors for NestedField" in str(exc_info.value)
 
 
+def test_nested_field_complex_type_as_str_unsupported() -> None:
+    unsupported_types = ["list", "map", "struct"]
+    for type_str in unsupported_types:
+        with pytest.raises(ValueError) as exc_info:
+            _ = NestedField(1, "field", type_str, required=True)
+        assert f"Unsupported field type: '{type_str}'" in str(exc_info.value)
+
+
+def test_nested_field_primitive_type_as_str() -> None:
+    for type_str, type_class in primitive_types.items():
+        field_var = NestedField(
+            1,
+            "field",
+            type_str,
+            required=True,
+        )
+        assert isinstance(
+            field_var.field_type, type_class
+        ), f"Expected {type_class.__name__}, got {field_var.field_type.__class__.__name__}"
+
+    # Test that passing 'bool' raises a ValueError, as it should be 'boolean'
+    with pytest.raises(ValueError) as exc_info:
+        _ = NestedField(1, "field", "bool", required=True)
+    assert "Unsupported field type: 'bool'" in str(exc_info.value)
+
+
 @pytest.mark.parametrize("input_index,input_type", non_parameterized_types)
 @pytest.mark.parametrize("check_index,check_type", non_parameterized_types)
 def test_non_parameterized_type_equality(

From c55499c6b59b4113c7735ccb19c41257d5cc7fb2 Mon Sep 17 00:00:00 2001
From: koenvo <info@koenvossen.nl>
Date: Mon, 31 Mar 2025 14:24:48 +0200
Subject: [PATCH 087/357] Use a balanced tree instead of unbalanced one (#1830)

**Use a balanced tree instead of an unbalanced one to prevent recursion
error in `create_match_filter`**

<!-- Closes #1776 -->

## Rationale for this change

In the `create_match_filter` function, the previous implementation used
`functools.reduce(operator.or_, filters)` to combine expressions. This
approach constructed a right-heavy, unbalanced tree, which could lead to
a `RecursionError` when dealing with a large number of expressions
(e.g., over 1,000).

To address this, we've introduced the `_build_balanced_tree` function.
This utility constructs a balanced binary tree of expressions, reducing
the maximum depth to O(log n) and thereby preventing potential recursion
errors. This makes expression construction more stable and scalable,
especially when working with large datasets.

```python

# Past behavior

Or(*[A, B, C, D]) = Or(A, Or(B, Or(C, D))

# New behavior
Or(*[A, B, C, D]) = Or(Or(A, B), Or(C, D))

```

## Are these changes tested?

Yes, existing tests cover the functionality of `Or`. Additional testing
was done with large expression sets (e.g., 10,000 items) to ensure that
balanced tree construction avoids recursion errors.

## Are there any user-facing changes?

No, there are no user-facing changes. This is an internal implementation
improvement that does not affect the public API.

Closes #1759
Closes #1785

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/expressions/__init__.py     | 47 ++++++++++++++++++++++++--
 pyiceberg/table/upsert_util.py        |  8 ++++-
 tests/expressions/test_expressions.py |  4 +--
 tests/expressions/test_visitors.py    | 48 +++++++++++++--------------
 tests/io/test_pyarrow_visitor.py      |  2 +-
 5 files changed, 78 insertions(+), 31 deletions(-)

diff --git a/pyiceberg/expressions/__init__.py b/pyiceberg/expressions/__init__.py
index 8b006a28f1..2adf898fea 100644
--- a/pyiceberg/expressions/__init__.py
+++ b/pyiceberg/expressions/__init__.py
@@ -18,11 +18,13 @@
 from __future__ import annotations
 
 from abc import ABC, abstractmethod
-from functools import cached_property, reduce
+from functools import cached_property
 from typing import (
     Any,
+    Callable,
     Generic,
     Iterable,
+    Sequence,
     Set,
     Tuple,
     Type,
@@ -79,6 +81,45 @@ def __or__(self, other: BooleanExpression) -> BooleanExpression:
         return Or(self, other)
 
 
+def _build_balanced_tree(
+    operator_: Callable[[BooleanExpression, BooleanExpression], BooleanExpression], items: Sequence[BooleanExpression]
+) -> BooleanExpression:
+    """
+    Recursively constructs a balanced binary tree of BooleanExpressions using the provided binary operator.
+
+    This function is a safer and more scalable alternative to:
+        reduce(operator_, items)
+
+    Using `reduce` creates a deeply nested, unbalanced tree (e.g., operator_(a, operator_(b, operator_(c, ...)))),
+    which grows linearly with the number of items. This can lead to RecursionError exceptions in Python
+    when the number of expressions is large (e.g., >1000).
+
+    In contrast, this function builds a balanced binary tree with logarithmic depth (O(log n)),
+    helping avoid recursion issues and ensuring that expression trees remain stable, predictable,
+    and safe to traverse — especially in tools like PyIceberg that operate on large logical trees.
+
+    Parameters:
+        operator_ (Callable): A binary operator function (e.g., pyiceberg.expressions.Or, And) that takes two
+            BooleanExpressions and returns a combined BooleanExpression.
+        items (Sequence[BooleanExpression]): A sequence of BooleanExpression objects to combine.
+
+    Returns:
+        BooleanExpression: The balanced combination of all input BooleanExpressions.
+
+    Raises:
+        ValueError: If the input sequence is empty.
+    """
+    if not items:
+        raise ValueError("No expressions to combine")
+    if len(items) == 1:
+        return items[0]
+    mid = len(items) // 2
+
+    left = _build_balanced_tree(operator_, items[:mid])
+    right = _build_balanced_tree(operator_, items[mid:])
+    return operator_(left, right)
+
+
 class Term(Generic[L], ABC):
     """A simple expression that evaluates to a value."""
 
@@ -214,7 +255,7 @@ class And(BooleanExpression):
 
     def __new__(cls, left: BooleanExpression, right: BooleanExpression, *rest: BooleanExpression) -> BooleanExpression:  # type: ignore
         if rest:
-            return reduce(And, (left, right, *rest))
+            return _build_balanced_tree(And, (left, right, *rest))
         if left is AlwaysFalse() or right is AlwaysFalse():
             return AlwaysFalse()
         elif left is AlwaysTrue():
@@ -257,7 +298,7 @@ class Or(BooleanExpression):
 
     def __new__(cls, left: BooleanExpression, right: BooleanExpression, *rest: BooleanExpression) -> BooleanExpression:  # type: ignore
         if rest:
-            return reduce(Or, (left, right, *rest))
+            return _build_balanced_tree(Or, (left, right, *rest))
         if left is AlwaysTrue() or right is AlwaysTrue():
             return AlwaysTrue()
         elif left is AlwaysFalse():
diff --git a/pyiceberg/table/upsert_util.py b/pyiceberg/table/upsert_util.py
index d2bd48bc99..e67f6c0232 100644
--- a/pyiceberg/table/upsert_util.py
+++ b/pyiceberg/table/upsert_util.py
@@ -26,6 +26,7 @@
     BooleanExpression,
     EqualTo,
     In,
+    Or,
 )
 
 
@@ -39,7 +40,12 @@ def create_match_filter(df: pyarrow_table, join_cols: list[str]) -> BooleanExpre
             functools.reduce(operator.and_, [EqualTo(col, row[col]) for col in join_cols]) for row in unique_keys.to_pylist()
         ]
 
-        return AlwaysFalse() if len(filters) == 0 else functools.reduce(operator.or_, filters)
+        if len(filters) == 0:
+            return AlwaysFalse()
+        elif len(filters) == 1:
+            return filters[0]
+        else:
+            return Or(*filters)
 
 
 def has_duplicate_rows(df: pyarrow_table, join_cols: list[str]) -> bool:
diff --git a/tests/expressions/test_expressions.py b/tests/expressions/test_expressions.py
index 12d9ff95a9..858a9ff852 100644
--- a/tests/expressions/test_expressions.py
+++ b/tests/expressions/test_expressions.py
@@ -591,11 +591,11 @@ def test_negate(lhs: BooleanExpression, rhs: BooleanExpression) -> None:
     [
         (
             And(ExpressionA(), ExpressionB(), ExpressionA()),
-            And(And(ExpressionA(), ExpressionB()), ExpressionA()),
+            And(ExpressionA(), And(ExpressionB(), ExpressionA())),
         ),
         (
             Or(ExpressionA(), ExpressionB(), ExpressionA()),
-            Or(Or(ExpressionA(), ExpressionB()), ExpressionA()),
+            Or(ExpressionA(), Or(ExpressionB(), ExpressionA())),
         ),
         (Not(Not(ExpressionA())), ExpressionA()),
     ],
diff --git a/tests/expressions/test_visitors.py b/tests/expressions/test_visitors.py
index 94bfcf076c..586ba9f5d4 100644
--- a/tests/expressions/test_visitors.py
+++ b/tests/expressions/test_visitors.py
@@ -230,14 +230,14 @@ def test_boolean_expression_visitor() -> None:
         "NOT",
         "OR",
         "EQUALTO",
-        "OR",
         "NOTEQUALTO",
         "OR",
+        "OR",
         "EQUALTO",
         "NOT",
-        "AND",
         "NOTEQUALTO",
         "AND",
+        "AND",
     ]
 
 
@@ -335,14 +335,14 @@ def test_always_false_or_always_true_expression_binding(table_schema_simple: Sch
                 ),
             ),
             And(
-                And(
-                    BoundIn(
-                        BoundReference(
-                            field=NestedField(field_id=1, name="foo", field_type=StringType(), required=False),
-                            accessor=Accessor(position=0, inner=None),
-                        ),
-                        {literal("bar"), literal("baz")},
+                BoundIn(
+                    BoundReference(
+                        field=NestedField(field_id=1, name="foo", field_type=StringType(), required=False),
+                        accessor=Accessor(position=0, inner=None),
                     ),
+                    {literal("bar"), literal("baz")},
+                ),
+                And(
                     BoundEqualTo[int](
                         BoundReference(
                             field=NestedField(field_id=2, name="bar", field_type=IntegerType(), required=True),
@@ -350,13 +350,13 @@ def test_always_false_or_always_true_expression_binding(table_schema_simple: Sch
                         ),
                         literal(1),
                     ),
-                ),
-                BoundEqualTo(
-                    BoundReference(
-                        field=NestedField(field_id=1, name="foo", field_type=StringType(), required=False),
-                        accessor=Accessor(position=0, inner=None),
+                    BoundEqualTo(
+                        BoundReference(
+                            field=NestedField(field_id=1, name="foo", field_type=StringType(), required=False),
+                            accessor=Accessor(position=0, inner=None),
+                        ),
+                        literal("baz"),
                     ),
-                    literal("baz"),
                 ),
             ),
         ),
@@ -408,28 +408,28 @@ def test_and_expression_binding(
                 ),
             ),
             Or(
+                BoundIn(
+                    BoundReference(
+                        field=NestedField(field_id=1, name="foo", field_type=StringType(), required=False),
+                        accessor=Accessor(position=0, inner=None),
+                    ),
+                    {literal("bar"), literal("baz")},
+                ),
                 Or(
                     BoundIn(
                         BoundReference(
                             field=NestedField(field_id=1, name="foo", field_type=StringType(), required=False),
                             accessor=Accessor(position=0, inner=None),
                         ),
-                        {literal("bar"), literal("baz")},
+                        {literal("bar")},
                     ),
                     BoundIn(
                         BoundReference(
                             field=NestedField(field_id=1, name="foo", field_type=StringType(), required=False),
                             accessor=Accessor(position=0, inner=None),
                         ),
-                        {literal("bar")},
-                    ),
-                ),
-                BoundIn(
-                    BoundReference(
-                        field=NestedField(field_id=1, name="foo", field_type=StringType(), required=False),
-                        accessor=Accessor(position=0, inner=None),
+                        {literal("baz")},
                     ),
-                    {literal("baz")},
                 ),
             ),
         ),
diff --git a/tests/io/test_pyarrow_visitor.py b/tests/io/test_pyarrow_visitor.py
index 9f5aff3f70..9d5772d01c 100644
--- a/tests/io/test_pyarrow_visitor.py
+++ b/tests/io/test_pyarrow_visitor.py
@@ -836,5 +836,5 @@ def test_expression_to_complementary_pyarrow(
     # Notice an isNan predicate on a str column is automatically converted to always false and removed from Or and thus will not appear in the pc.expr.
     assert (
         repr(result)
-        == """<pyarrow.compute.Expression (((invert((((((string_field == "hello") and (float_field > 100)) or (is_nan(float_field) and (double_field == 0))) or (float_field > 100)) and invert(is_null(double_field, {nan_is_null=false})))) or is_null(float_field, {nan_is_null=false})) or is_null(string_field, {nan_is_null=false})) or is_nan(double_field))>"""
+        == """<pyarrow.compute.Expression (((invert(((((string_field == "hello") and (float_field > 100)) or ((is_nan(float_field) and (double_field == 0)) or (float_field > 100))) and invert(is_null(double_field, {nan_is_null=false})))) or is_null(float_field, {nan_is_null=false})) or is_null(string_field, {nan_is_null=false})) or is_nan(double_field))>"""
     )

From 8e03986faff2cfb479d0d5bfb5d9846e39db0246 Mon Sep 17 00:00:00 2001
From: Amit Kumar Singh <amit220698@gmail.com>
Date: Mon, 31 Mar 2025 19:07:58 +0530
Subject: [PATCH 088/357] Fix decimal physicial type mapping (#1839)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

This pull request addresses the handling of decimal physical type
matching in Parquet. It implements rules such that:
For precision ≤ 9, values are stored as `int32`.
For precision ≤ 18, values are stored as `int64`.
For higher precision, values are stored as a `FIXED_LEN_BYTE_ARRAY`.

Closes #1789

---------

Co-authored-by: redpheonixx <amitsingh@192.168.1.5>
Co-authored-by: redpheonixx <amitsingh@192.168.1.10>
---
 pyiceberg/io/pyarrow.py        | 12 +++++++++---
 tests/io/test_pyarrow_stats.py | 26 +++++++++++++++++++++-----
 2 files changed, 30 insertions(+), 8 deletions(-)

diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index 6cd06d9931..5c70636e64 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -175,6 +175,7 @@
 from pyiceberg.utils.concurrent import ExecutorFactory
 from pyiceberg.utils.config import Config
 from pyiceberg.utils.datetime import millis_to_datetime
+from pyiceberg.utils.decimal import unscaled_to_decimal
 from pyiceberg.utils.deprecated import deprecation_message
 from pyiceberg.utils.properties import get_first_property_value, property_as_bool, property_as_int
 from pyiceberg.utils.singleton import Singleton
@@ -1888,7 +1889,7 @@ def visit_fixed(self, fixed_type: FixedType) -> str:
         return "FIXED_LEN_BYTE_ARRAY"
 
     def visit_decimal(self, decimal_type: DecimalType) -> str:
-        return "FIXED_LEN_BYTE_ARRAY"
+        return "INT32" if decimal_type.precision <= 9 else "INT64" if decimal_type.precision <= 18 else "FIXED_LEN_BYTE_ARRAY"
 
     def visit_boolean(self, boolean_type: BooleanType) -> str:
         return "BOOLEAN"
@@ -2362,8 +2363,13 @@ def data_file_statistics_from_parquet_metadata(
                             stats_col.iceberg_type, statistics.physical_type, stats_col.mode.length
                         )
 
-                    col_aggs[field_id].update_min(statistics.min)
-                    col_aggs[field_id].update_max(statistics.max)
+                    if isinstance(stats_col.iceberg_type, DecimalType) and statistics.physical_type != "FIXED_LEN_BYTE_ARRAY":
+                        scale = stats_col.iceberg_type.scale
+                        col_aggs[field_id].update_min(unscaled_to_decimal(statistics.min_raw, scale))
+                        col_aggs[field_id].update_max(unscaled_to_decimal(statistics.max_raw, scale))
+                    else:
+                        col_aggs[field_id].update_min(statistics.min)
+                        col_aggs[field_id].update_max(statistics.max)
 
                 except pyarrow.lib.ArrowNotImplementedError as e:
                     invalidate_col.add(field_id)
diff --git a/tests/io/test_pyarrow_stats.py b/tests/io/test_pyarrow_stats.py
index 788891711e..09c9eb4a67 100644
--- a/tests/io/test_pyarrow_stats.py
+++ b/tests/io/test_pyarrow_stats.py
@@ -27,6 +27,7 @@
     timedelta,
     timezone,
 )
+from decimal import Decimal
 from typing import (
     Any,
     Dict,
@@ -446,6 +447,9 @@ def construct_test_table_primitive_types() -> Tuple[pq.FileMetaData, Union[Table
                     {"id": 10, "name": "strings", "required": False, "type": "string"},
                     {"id": 11, "name": "uuids", "required": False, "type": "uuid"},
                     {"id": 12, "name": "binaries", "required": False, "type": "binary"},
+                    {"id": 13, "name": "decimal8", "required": False, "type": "decimal(5, 2)"},
+                    {"id": 14, "name": "decimal16", "required": False, "type": "decimal(16, 6)"},
+                    {"id": 15, "name": "decimal32", "required": False, "type": "decimal(19, 6)"},
                 ],
             },
         ],
@@ -470,6 +474,9 @@ def construct_test_table_primitive_types() -> Tuple[pq.FileMetaData, Union[Table
     strings = ["hello", "world"]
     uuids = [uuid.uuid3(uuid.NAMESPACE_DNS, "foo").bytes, uuid.uuid3(uuid.NAMESPACE_DNS, "bar").bytes]
     binaries = [b"hello", b"world"]
+    decimal8 = pa.array([Decimal("123.45"), Decimal("678.91")], pa.decimal128(8, 2))
+    decimal16 = pa.array([Decimal("12345679.123456"), Decimal("67891234.678912")], pa.decimal128(16, 6))
+    decimal32 = pa.array([Decimal("1234567890123.123456"), Decimal("9876543210703.654321")], pa.decimal128(19, 6))
 
     table = pa.Table.from_pydict(
         {
@@ -485,6 +492,9 @@ def construct_test_table_primitive_types() -> Tuple[pq.FileMetaData, Union[Table
             "strings": strings,
             "uuids": uuids,
             "binaries": binaries,
+            "decimal8": decimal8,
+            "decimal16": decimal16,
+            "decimal32": decimal32,
         },
         schema=arrow_schema,
     )
@@ -492,7 +502,7 @@ def construct_test_table_primitive_types() -> Tuple[pq.FileMetaData, Union[Table
     metadata_collector: List[Any] = []
 
     with pa.BufferOutputStream() as f:
-        with pq.ParquetWriter(f, table.schema, metadata_collector=metadata_collector) as writer:
+        with pq.ParquetWriter(f, table.schema, metadata_collector=metadata_collector, store_decimal_as_integer=True) as writer:
             writer.write_table(table)
 
     return metadata_collector[0], table_metadata
@@ -510,13 +520,13 @@ def test_metrics_primitive_types() -> None:
     )
     datafile = DataFile(**statistics.to_serialized_dict())
 
-    assert len(datafile.value_counts) == 12
-    assert len(datafile.null_value_counts) == 12
+    assert len(datafile.value_counts) == 15
+    assert len(datafile.null_value_counts) == 15
     assert len(datafile.nan_value_counts) == 0
 
     tz = timezone(timedelta(seconds=19800))
 
-    assert len(datafile.lower_bounds) == 12
+    assert len(datafile.lower_bounds) == 15
     assert datafile.lower_bounds[1] == STRUCT_BOOL.pack(False)
     assert datafile.lower_bounds[2] == STRUCT_INT32.pack(23)
     assert datafile.lower_bounds[3] == STRUCT_INT64.pack(2)
@@ -529,8 +539,11 @@ def test_metrics_primitive_types() -> None:
     assert datafile.lower_bounds[10] == b"he"
     assert datafile.lower_bounds[11] == uuid.uuid3(uuid.NAMESPACE_DNS, "foo").bytes
     assert datafile.lower_bounds[12] == b"he"
+    assert datafile.lower_bounds[13][::-1].ljust(4, b"\x00") == STRUCT_INT32.pack(12345)
+    assert datafile.lower_bounds[14][::-1].ljust(8, b"\x00") == STRUCT_INT64.pack(12345679123456)
+    assert str(int.from_bytes(datafile.lower_bounds[15], byteorder="big", signed=True)).encode("utf-8") == b"1234567890123123456"
 
-    assert len(datafile.upper_bounds) == 12
+    assert len(datafile.upper_bounds) == 15
     assert datafile.upper_bounds[1] == STRUCT_BOOL.pack(True)
     assert datafile.upper_bounds[2] == STRUCT_INT32.pack(89)
     assert datafile.upper_bounds[3] == STRUCT_INT64.pack(54)
@@ -543,6 +556,9 @@ def test_metrics_primitive_types() -> None:
     assert datafile.upper_bounds[10] == b"wp"
     assert datafile.upper_bounds[11] == uuid.uuid3(uuid.NAMESPACE_DNS, "bar").bytes
     assert datafile.upper_bounds[12] == b"wp"
+    assert datafile.upper_bounds[13][::-1].ljust(4, b"\x00") == STRUCT_INT32.pack(67891)
+    assert datafile.upper_bounds[14][::-1].ljust(8, b"\x00") == STRUCT_INT64.pack(67891234678912)
+    assert str(int.from_bytes(datafile.upper_bounds[15], byteorder="big", signed=True)).encode("utf-8") == b"9876543210703654321"
 
 
 def construct_test_table_invalid_upper_bound() -> Tuple[pq.FileMetaData, Union[TableMetadataV1, TableMetadataV2]]:

From b2269c2a47c903812fff8a6f9177e2fd38f85182 Mon Sep 17 00:00:00 2001
From: Kevin Liu <kevinjqliu@users.noreply.github.com>
Date: Mon, 31 Mar 2025 13:32:56 -0400
Subject: [PATCH 089/357] fix `upsert` with null values (#1861)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change
Closes #1835

Original implementation, `!=`
([not_equal](https://arrow.apache.org/docs/python/generated/pyarrow.compute.not_equal.html#pyarrow.compute.not_equal))
does not account for `null` values. It emits `null` when either sides
are `null`
The new implementation, first checks for `not_equal`. And on null
values, returns `true` only if both sides are `null`

Similar to https://github.com/apache/iceberg-rust/pull/1045

# Are these changes tested?
Yes

# Are there any user-facing changes?
No

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/table/upsert_util.py | 11 ++++++++-
 tests/table/test_upsert.py     | 43 ++++++++++++++++++++++++++++++++++
 2 files changed, 53 insertions(+), 1 deletion(-)

diff --git a/pyiceberg/table/upsert_util.py b/pyiceberg/table/upsert_util.py
index e67f6c0232..c2d554dfae 100644
--- a/pyiceberg/table/upsert_util.py
+++ b/pyiceberg/table/upsert_util.py
@@ -71,7 +71,16 @@ def get_rows_to_update(source_table: pa.Table, target_table: pa.Table, join_cols
         # When the target table is empty, there is nothing to update :)
         return source_table.schema.empty_table()
 
-    diff_expr = functools.reduce(operator.or_, [pc.field(f"{col}-lhs") != pc.field(f"{col}-rhs") for col in non_key_cols])
+    diff_expr = functools.reduce(
+        operator.or_,
+        [
+            pc.or_kleene(
+                pc.not_equal(pc.field(f"{col}-lhs"), pc.field(f"{col}-rhs")),
+                pc.is_null(pc.not_equal(pc.field(f"{col}-lhs"), pc.field(f"{col}-rhs"))),
+            )
+            for col in non_key_cols
+        ],
+    )
 
     return (
         source_table
diff --git a/tests/table/test_upsert.py b/tests/table/test_upsert.py
index 19bfbc01de..5de4a61187 100644
--- a/tests/table/test_upsert.py
+++ b/tests/table/test_upsert.py
@@ -509,3 +509,46 @@ def test_upsert_without_identifier_fields(catalog: Catalog) -> None:
         ValueError, match="Join columns could not be found, please set identifier-field-ids or pass in explicitly."
     ):
         tbl.upsert(df)
+
+
+def test_upsert_with_nulls(catalog: Catalog) -> None:
+    identifier = "default.test_upsert_with_nulls"
+    _drop_table(catalog, identifier)
+
+    schema = pa.schema(
+        [
+            ("foo", pa.string()),
+            ("bar", pa.int32()),
+            ("baz", pa.bool_()),
+        ]
+    )
+
+    # create table with null value
+    table = catalog.create_table(identifier, schema)
+    data_with_null = pa.Table.from_pylist(
+        [
+            {"foo": "apple", "bar": None, "baz": False},
+            {"foo": "banana", "bar": None, "baz": False},
+        ],
+        schema=schema,
+    )
+    table.append(data_with_null)
+    assert table.scan().to_arrow()["bar"].is_null()
+
+    # upsert table with non-null value
+    data_without_null = pa.Table.from_pylist(
+        [
+            {"foo": "apple", "bar": 7, "baz": False},
+        ],
+        schema=schema,
+    )
+    upd = table.upsert(data_without_null, join_cols=["foo"])
+    assert upd.rows_updated == 1
+    assert upd.rows_inserted == 0
+    assert table.scan().to_arrow() == pa.Table.from_pylist(
+        [
+            {"foo": "apple", "bar": 7, "baz": False},
+            {"foo": "banana", "bar": None, "baz": False},
+        ],
+        schema=schema,
+    )

From 2a3b8e25ff08e736ce21334347a536315b701202 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 1 Apr 2025 11:29:12 +0200
Subject: [PATCH 090/357] Build: Bump mkdocs-material from 9.6.9 to 9.6.10
 (#1875)

---
 poetry.lock    | 170 +++++++++++++++++++++++++------------------------
 pyproject.toml |   2 +-
 2 files changed, 88 insertions(+), 84 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index d9c43b8b34..1ee9f06991 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand.
 
 [[package]]
 name = "adlfs"
@@ -58,7 +58,7 @@ description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -71,7 +71,7 @@ description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "aiohttp-3.11.14-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e2bc827c01f75803de77b134afdbf74fa74b62970eafdf190f3244931d7a5c0d"},
     {file = "aiohttp-3.11.14-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e365034c5cf6cf74f57420b57682ea79e19eb29033399dd3f40de4d0171998fa"},
@@ -167,7 +167,7 @@ propcache = ">=0.2.0"
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
+speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.2.0) ; sys_platform == \"linux\" or sys_platform == \"darwin\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
 
 [[package]]
 name = "aioitertools"
@@ -196,7 +196,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -248,7 +248,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version < \"3.11\""
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version <= \"3.10\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -265,15 +265,15 @@ files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
-markers = {main = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""}
+markers = {main = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"}
 
 [package.extras]
-benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
 docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
-tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
+tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""]
 
 [[package]]
 name = "aws-sam-translator"
@@ -406,7 +406,7 @@ files = [
 ]
 
 [package.extras]
-dev = ["backports.zoneinfo", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata"]
+dev = ["backports.zoneinfo ; python_version < \"3.9\"", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata ; sys_platform == \"win32\""]
 
 [[package]]
 name = "backports-tarfile"
@@ -415,7 +415,7 @@ description = "Backport of CPython tarfile module"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
-markers = "python_version <= \"3.11\""
+markers = "python_version < \"3.12\""
 files = [
     {file = "backports.tarfile-1.2.0-py3-none-any.whl", hash = "sha256:77e284d754527b01fb1e6fa8a1afe577858ebe4e9dad8919e34c862cb399bc34"},
     {file = "backports_tarfile-1.2.0.tar.gz", hash = "sha256:d75e02c268746e1b8144c278978b6e98e85de6ad16f8e4b0844a154557eca991"},
@@ -467,7 +467,7 @@ files = [
     {file = "boto3-1.37.1-py3-none-any.whl", hash = "sha256:4320441f904435a1b85e6ecb81793192e522c737cc9ed6566014e29f0a11cb22"},
     {file = "boto3-1.37.1.tar.gz", hash = "sha256:96d18f7feb0c1fcb95f8837b74b6c8880e1b4e35ce5f8a8f8cb243a090c278ed"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.37.1,<1.38.0"
@@ -488,7 +488,7 @@ files = [
     {file = "botocore-1.37.1-py3-none-any.whl", hash = "sha256:c1db1bfc5d8c6b3b6d1ca6794f605294b4264e82a7e727b88e0fef9c2b9fbb9c"},
     {file = "botocore-1.37.1.tar.gz", hash = "sha256:b194db8fb2a0ffba53568c364ae26166e7eec0445496b2ac86a6e142f3dd982f"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -523,7 +523,7 @@ virtualenv = {version = ">=20.0.35", optional = true, markers = "extra == \"virt
 
 [package.extras]
 docs = ["furo (>=2023.08.17)", "sphinx (>=7.0,<8.0)", "sphinx-argparse-cli (>=1.5)", "sphinx-autodoc-typehints (>=1.10)", "sphinx-issues (>=3.0.0)"]
-test = ["build[uv,virtualenv]", "filelock (>=3)", "pytest (>=6.2.4)", "pytest-cov (>=2.12)", "pytest-mock (>=2)", "pytest-rerunfailures (>=9.1)", "pytest-xdist (>=1.34)", "setuptools (>=42.0.0)", "setuptools (>=56.0.0)", "setuptools (>=56.0.0)", "setuptools (>=67.8.0)", "wheel (>=0.36.0)"]
+test = ["build[uv,virtualenv]", "filelock (>=3)", "pytest (>=6.2.4)", "pytest-cov (>=2.12)", "pytest-mock (>=2)", "pytest-rerunfailures (>=9.1)", "pytest-xdist (>=1.34)", "setuptools (>=42.0.0) ; python_version < \"3.10\"", "setuptools (>=56.0.0) ; python_version == \"3.10\"", "setuptools (>=56.0.0) ; python_version == \"3.11\"", "setuptools (>=67.8.0) ; python_version >= \"3.12\"", "wheel (>=0.36.0)"]
 typing = ["build[uv]", "importlib-metadata (>=5.1)", "mypy (>=1.9.0,<1.10.0)", "tomli", "typing-extensions (>=3.7.4.3)"]
 uv = ["uv (>=0.1.18)"]
 virtualenv = ["virtualenv (>=20.0.35)"]
@@ -628,7 +628,7 @@ files = [
     {file = "cffi-1.17.1-cp39-cp39-win_amd64.whl", hash = "sha256:d016c76bdd850f3c626af19b0542c9677ba156e4ee4fccfdd7848803533ef662"},
     {file = "cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824"},
 ]
-markers = {main = "(extra == \"zstandard\" or extra == \"adlfs\") and (platform_python_implementation == \"PyPy\" or extra == \"adlfs\")", dev = "platform_python_implementation != \"PyPy\""}
+markers = {main = "(extra == \"zstandard\" or extra == \"adlfs\") and platform_python_implementation == \"PyPy\" or extra == \"adlfs\"", dev = "platform_python_implementation != \"PyPy\""}
 
 [package.dependencies]
 pycparser = "*"
@@ -879,7 +879,7 @@ files = [
 tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.11.0a6\" and extra == \"toml\""}
 
 [package.extras]
-toml = ["tomli"]
+toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
 
 [[package]]
 name = "cramjam"
@@ -1035,10 +1035,10 @@ markers = {main = "extra == \"adlfs\""}
 cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
 
 [package.extras]
-docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=3.0.0)"]
+docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=3.0.0) ; python_version >= \"3.8\""]
 docstest = ["pyenchant (>=3)", "readme-renderer (>=30.0)", "sphinxcontrib-spelling (>=7.3.1)"]
-nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2)"]
-pep8test = ["check-sdist", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
+nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2) ; python_version >= \"3.8\""]
+pep8test = ["check-sdist ; python_version >= \"3.8\"", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
 sdist = ["build (>=1.0.0)"]
 ssh = ["bcrypt (>=3.1.5)"]
 test = ["certifi (>=2024)", "cryptography-vectors (==44.0.2)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
@@ -1320,7 +1320,7 @@ description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
-markers = "python_version < \"3.11\""
+markers = "python_version <= \"3.10\""
 files = [
     {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
     {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
@@ -1392,7 +1392,7 @@ markers = {main = "extra == \"ray\""}
 [package.extras]
 docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
 testing = ["covdefaults (>=2.3)", "coverage (>=7.6.10)", "diff-cover (>=9.2.1)", "pytest (>=8.3.4)", "pytest-asyncio (>=0.25.2)", "pytest-cov (>=6)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.28.1)"]
-typing = ["typing-extensions (>=4.12.2)"]
+typing = ["typing-extensions (>=4.12.2) ; python_version < \"3.11\""]
 
 [[package]]
 name = "flask"
@@ -1441,7 +1441,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
 files = [
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5b6a66c18b5b9dd261ca98dffcb826a525334b2f29e7caa54e182255c5f6a65a"},
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d1b3eb7b05ea246510b43a7e53ed1653e55c2121019a97e60cad7efb881a97bb"},
@@ -1622,10 +1622,10 @@ files = [
 
 [package.dependencies]
 fsspec = "*"
-importlib-metadata = {version = "*", markers = "python_full_version < \"3.10\""}
+importlib-metadata = {version = "*", markers = "python_full_version < \"3.10.0\""}
 pyarrow = ">=8.0.0"
 tqdm = "*"
-typing-extensions = {version = ">=4.0.0", markers = "python_full_version < \"3.10\""}
+typing-extensions = {version = ">=4.0.0", markers = "python_full_version < \"3.10.0\""}
 
 [package.extras]
 all = ["daft[aws,azure,deltalake,gcp,iceberg,numpy,pandas,ray,sql,unity]"]
@@ -1636,7 +1636,7 @@ iceberg = ["packaging", "pyiceberg (>=0.7.0)"]
 lance = ["pylance"]
 numpy = ["numpy"]
 pandas = ["pandas"]
-ray = ["packaging", "ray[client,data] (>=2.0.0)", "ray[client,data] (>=2.10.0)"]
+ray = ["packaging", "ray[client,data] (>=2.0.0) ; platform_system != \"Windows\"", "ray[client,data] (>=2.10.0) ; platform_system == \"Windows\""]
 sql = ["connectorx", "sqlalchemy", "sqlglot"]
 unity = ["unitycatalog"]
 
@@ -1675,7 +1675,7 @@ files = [
 google-auth = ">=2.14.1,<3.0.0"
 googleapis-common-protos = ">=1.56.2,<2.0.0"
 proto-plus = [
-    {version = ">=1.22.3,<2.0.0", markers = "python_version < \"3.13\""},
+    {version = ">=1.22.3,<2.0.0"},
     {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""},
 ]
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
@@ -1683,7 +1683,7 @@ requests = ">=2.18.0,<3.0.0"
 
 [package.extras]
 async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.dev0)"]
-grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0)"]
+grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0) ; python_version >= \"3.11\""]
 grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
@@ -1887,7 +1887,7 @@ description = "Lightweight in-process concurrent programming"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "(extra == \"sql-postgres\" or extra == \"sql-sqlite\") and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\") and python_version < \"3.14\""
+markers = "python_version < \"3.14\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\") and (extra == \"sql-postgres\" or extra == \"sql-sqlite\")"
 files = [
     {file = "greenlet-3.1.1-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:0bbae94a29c9e5c7e4a2b7f0aae5c17e8e90acbfd3bf6270eeba60c39fce3563"},
     {file = "greenlet-3.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0fde093fb93f35ca72a556cf72c92ea3ebfda3d79fc35bb19fbe685853869a83"},
@@ -2042,12 +2042,12 @@ markers = {main = "extra == \"daft\" and python_version < \"3.10\"", dev = "pyth
 zipp = ">=3.20"
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 enabler = ["pytest-enabler (>=2.2)"]
 perf = ["ipython"]
-test = ["flufl.flake8", "importlib_resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+test = ["flufl.flake8", "importlib_resources (>=1.3) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
 type = ["pytest-mypy"]
 
 [[package]]
@@ -2104,7 +2104,7 @@ files = [
 
 [package.extras]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["portend", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+test = ["portend", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
 
 [[package]]
 name = "jaraco-packaging"
@@ -2126,7 +2126,7 @@ sphinx = "*"
 
 [package.extras]
 doc = ["furo", "jaraco.packaging (>=9.3)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "types-docutils"]
+test = ["pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\"", "types-docutils"]
 
 [[package]]
 name = "jinja2"
@@ -2157,7 +2157,7 @@ files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [[package]]
 name = "joserfc"
@@ -2201,6 +2201,8 @@ python-versions = "*"
 groups = ["dev"]
 files = [
     {file = "jsonpath-ng-1.7.0.tar.gz", hash = "sha256:f6f5f7fd4e5ff79c785f1573b394043b39849fb2bb47bcead935d12b00beab3c"},
+    {file = "jsonpath_ng-1.7.0-py2-none-any.whl", hash = "sha256:898c93fc173f0c336784a3fa63d7434297544b7198124a68f9a3ef9597b0ae6e"},
+    {file = "jsonpath_ng-1.7.0-py3-none-any.whl", hash = "sha256:f3d7f9e848cba1b6da28c55b1c26ff915dc9e0b1ba7e752a53d6da8d5cbd00b6"},
 ]
 
 [package.dependencies]
@@ -2491,7 +2493,7 @@ watchdog = ">=2.0"
 
 [package.extras]
 i18n = ["babel (>=2.9.0)"]
-min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-import (==1.0)", "importlib-metadata (==4.4)", "jinja2 (==2.11.1)", "markdown (==3.3.6)", "markupsafe (==2.0.1)", "mergedeep (==1.3.4)", "mkdocs-get-deps (==0.2.0)", "packaging (==20.5)", "pathspec (==0.11.1)", "pyyaml (==5.1)", "pyyaml-env-tag (==0.1)", "watchdog (==2.0)"]
+min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4) ; platform_system == \"Windows\"", "ghp-import (==1.0)", "importlib-metadata (==4.4) ; python_version < \"3.10\"", "jinja2 (==2.11.1)", "markdown (==3.3.6)", "markupsafe (==2.0.1)", "mergedeep (==1.3.4)", "mkdocs-get-deps (==0.2.0)", "packaging (==20.5)", "pathspec (==0.11.1)", "pyyaml (==5.1)", "pyyaml-env-tag (==0.1)", "watchdog (==2.0)"]
 
 [[package]]
 name = "mkdocs-autorefs"
@@ -2560,14 +2562,14 @@ mkdocs = ">=1.4.1"
 
 [[package]]
 name = "mkdocs-material"
-version = "9.6.9"
+version = "9.6.10"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
 groups = ["docs"]
 files = [
-    {file = "mkdocs_material-9.6.9-py3-none-any.whl", hash = "sha256:6e61b7fb623ce2aa4622056592b155a9eea56ff3487d0835075360be45a4c8d1"},
-    {file = "mkdocs_material-9.6.9.tar.gz", hash = "sha256:a4872139715a1f27b2aa3f3dc31a9794b7bbf36333c0ba4607cf04786c94f89c"},
+    {file = "mkdocs_material-9.6.10-py3-none-any.whl", hash = "sha256:36168548df4e2ddeb9a334ddae4ab9c388ccfea4dd50ffee657d22b93dcb1c3e"},
+    {file = "mkdocs_material-9.6.10.tar.gz", hash = "sha256:25a453c1f24f34fcf1f53680c03d2c1421b52ce5247f4468153c87a70cd5f1fc"},
 ]
 
 [package.dependencies]
@@ -2834,7 +2836,7 @@ files = [
 [package.extras]
 develop = ["codecov", "pycodestyle", "pytest (>=4.6)", "pytest-cov", "wheel"]
 docs = ["sphinx"]
-gmpy = ["gmpy2 (>=2.1.0a4)"]
+gmpy = ["gmpy2 (>=2.1.0a4) ; platform_python_implementation != \"PyPy\""]
 tests = ["pytest (>=4.6)"]
 
 [[package]]
@@ -2856,7 +2858,7 @@ PyJWT = {version = ">=1.0.0,<3", extras = ["crypto"]}
 requests = ">=2.0.0,<3"
 
 [package.extras]
-broker = ["pymsalruntime (>=0.14,<0.18)", "pymsalruntime (>=0.17,<0.18)"]
+broker = ["pymsalruntime (>=0.14,<0.18) ; python_version >= \"3.6\" and platform_system == \"Windows\"", "pymsalruntime (>=0.17,<0.18) ; python_version >= \"3.8\" and platform_system == \"Darwin\""]
 
 [[package]]
 name = "msal-extensions"
@@ -2959,7 +2961,7 @@ description = "multidict implementation"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "multidict-6.2.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b9f6392d98c0bd70676ae41474e2eecf4c7150cb419237a41f8f96043fcb81d1"},
     {file = "multidict-6.2.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3501621d5e86f1a88521ea65d5cad0a0834c77b26f193747615b7c911e5422d2"},
@@ -3128,7 +3130,7 @@ description = "Fundamental package for array computing in Python"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"pandas\" or extra == \"ray\") and python_version < \"3.11\""
+markers = "(extra == \"pandas\" or extra == \"ray\") and python_version < \"3.10\""
 files = [
     {file = "numpy-2.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:51129a29dbe56f9ca83438b706e2e69a39892b5eda6cedcb6b0c9fdc9b0d3ece"},
     {file = "numpy-2.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f15975dfec0cf2239224d80e32c3170b1d168335eaedee69da84fbe9f1f9cd04"},
@@ -3184,7 +3186,7 @@ description = "Fundamental package for array computing in Python"
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "extra == \"pandas\" and python_version == \"3.11\" or extra == \"pandas\" and python_version >= \"3.12\" or extra == \"ray\" and python_version == \"3.11\" or extra == \"ray\" and python_version >= \"3.12\""
+markers = "(extra == \"pandas\" or extra == \"ray\") and python_version >= \"3.10\""
 files = [
     {file = "numpy-2.2.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:8146f3550d627252269ac42ae660281d673eb6f8b32f113538e0cc2a9aed42b9"},
     {file = "numpy-2.2.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e642d86b8f956098b564a45e6f6ce68a22c2c97a04f5acd3f221f57b8cb850ae"},
@@ -3523,7 +3525,7 @@ pyarrow = ["pyarrow (>=7.0.0)"]
 pydantic = ["pydantic"]
 sqlalchemy = ["polars[pandas]", "sqlalchemy"]
 style = ["great-tables (>=0.8.0)"]
-timezone = ["tzdata"]
+timezone = ["tzdata ; platform_system == \"Windows\""]
 xlsx2csv = ["xlsx2csv (>=0.8.0)"]
 xlsxwriter = ["xlsxwriter"]
 
@@ -3553,7 +3555,7 @@ description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "propcache-0.3.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:f27785888d2fdd918bc36de8b8739f2d6c791399552333721b58193f68ea3e98"},
     {file = "propcache-0.3.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d4e89cde74154c7b5957f87a355bb9c8ec929c167b59c83d90654ea36aeb6180"},
@@ -3681,7 +3683,7 @@ description = ""
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"gcsfs\""
+markers = "extra == \"ray\" or extra == \"gcsfs\""
 files = [
     {file = "protobuf-6.30.1-cp310-abi3-win32.whl", hash = "sha256:ba0706f948d0195f5cac504da156d88174e03218d9364ab40d903788c1903d7e"},
     {file = "protobuf-6.30.1-cp310-abi3-win_amd64.whl", hash = "sha256:ed484f9ddd47f0f1bf0648806cccdb4fe2fb6b19820f9b79a5adf5dcfd1b8c5f"},
@@ -3750,6 +3752,7 @@ files = [
     {file = "psycopg2_binary-2.9.10-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:bb89f0a835bcfc1d42ccd5f41f04870c1b936d8507c6df12b7737febc40f0909"},
     {file = "psycopg2_binary-2.9.10-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:f0c2d907a1e102526dd2986df638343388b94c33860ff3bbe1384130828714b1"},
     {file = "psycopg2_binary-2.9.10-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:f8157bed2f51db683f31306aa497311b560f2265998122abe1dce6428bd86567"},
+    {file = "psycopg2_binary-2.9.10-cp313-cp313-win_amd64.whl", hash = "sha256:27422aa5f11fbcd9b18da48373eb67081243662f9b46e6fd07c3eb46e4535142"},
     {file = "psycopg2_binary-2.9.10-cp38-cp38-macosx_12_0_x86_64.whl", hash = "sha256:eb09aa7f9cecb45027683bb55aebaaf45a0df8bf6de68801a6afdc7947bb09d4"},
     {file = "psycopg2_binary-2.9.10-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b73d6d7f0ccdad7bc43e6d34273f70d587ef62f824d7261c4ae9b8b1b6af90e8"},
     {file = "psycopg2_binary-2.9.10-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ce5ab4bf46a211a8e924d307c1b1fcda82368586a19d0a24f8ae166f5c784864"},
@@ -3866,7 +3869,7 @@ files = [
     {file = "pyarrow-19.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:8464c9fbe6d94a7fe1599e7e8965f350fd233532868232ab2596a71586c5a429"},
     {file = "pyarrow-19.0.1.tar.gz", hash = "sha256:3bf266b485df66a400f282ac0b6d1b500b9d2ae73314a153dbe97d6d5cc8a99e"},
 ]
-markers = {main = "extra == \"pyarrow\" or extra == \"pandas\" or extra == \"duckdb\" or extra == \"ray\" or extra == \"daft\""}
+markers = {main = "extra == \"daft\" or extra == \"duckdb\" or extra == \"pandas\" or extra == \"pyarrow\" or extra == \"ray\""}
 
 [package.extras]
 test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
@@ -3911,7 +3914,7 @@ files = [
     {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
     {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
 ]
-markers = {main = "(extra == \"zstandard\" or extra == \"adlfs\") and (platform_python_implementation == \"PyPy\" or extra == \"adlfs\")", dev = "platform_python_implementation != \"PyPy\""}
+markers = {main = "(extra == \"zstandard\" or extra == \"adlfs\") and platform_python_implementation == \"PyPy\" or extra == \"adlfs\"", dev = "platform_python_implementation != \"PyPy\""}
 
 [[package]]
 name = "pydantic"
@@ -3932,7 +3935,7 @@ typing-extensions = ">=4.12.2"
 
 [package.extras]
 email = ["email-validator (>=2.0.0)"]
-timezone = ["tzdata"]
+timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows\""]
 
 [[package]]
 name = "pydantic-core"
@@ -4502,22 +4505,22 @@ pyyaml = "*"
 requests = "*"
 
 [package.extras]
-adag = ["cupy-cuda12x"]
-air = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "fastapi", "fsspec", "grpcio (>=1.32.0)", "grpcio (>=1.42.0)", "numpy (>=1.20)", "opencensus", "pandas", "pandas (>=1.3)", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0)", "py-spy (>=0.4.0)", "pyarrow (<18)", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "tensorboardX (>=1.9)", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"]
-all = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "cupy-cuda12x", "dm-tree", "fastapi", "fsspec", "grpcio", "grpcio (!=1.56.0)", "grpcio (>=1.32.0)", "grpcio (>=1.42.0)", "gymnasium (==1.0.0)", "lz4", "memray", "numpy (>=1.20)", "opencensus", "opentelemetry-api", "opentelemetry-exporter-otlp", "opentelemetry-sdk", "ormsgpack (==1.7.0)", "pandas", "pandas (>=1.3)", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0)", "py-spy (>=0.4.0)", "pyOpenSSL", "pyarrow (<18)", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "pyyaml", "requests", "scipy", "smart-open", "starlette", "tensorboardX (>=1.9)", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"]
-all-cpp = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "cupy-cuda12x", "dm-tree", "fastapi", "fsspec", "grpcio", "grpcio (!=1.56.0)", "grpcio (>=1.32.0)", "grpcio (>=1.42.0)", "gymnasium (==1.0.0)", "lz4", "memray", "numpy (>=1.20)", "opencensus", "opentelemetry-api", "opentelemetry-exporter-otlp", "opentelemetry-sdk", "ormsgpack (==1.7.0)", "pandas", "pandas (>=1.3)", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0)", "py-spy (>=0.4.0)", "pyOpenSSL", "pyarrow (<18)", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "pyyaml", "ray-cpp (==2.44.0)", "requests", "scipy", "smart-open", "starlette", "tensorboardX (>=1.9)", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"]
-cgraph = ["cupy-cuda12x"]
-client = ["grpcio", "grpcio (!=1.56.0)"]
+adag = ["cupy-cuda12x ; sys_platform != \"darwin\""]
+air = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "fastapi", "fsspec", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "numpy (>=1.20)", "opencensus", "pandas", "pandas (>=1.3)", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "tensorboardX (>=1.9)", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"]
+all = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "cupy-cuda12x ; sys_platform != \"darwin\"", "dm-tree", "fastapi", "fsspec", "grpcio", "grpcio (!=1.56.0) ; sys_platform == \"darwin\"", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "gymnasium (==1.0.0)", "lz4", "memray ; sys_platform != \"win32\"", "numpy (>=1.20)", "opencensus", "opentelemetry-api", "opentelemetry-exporter-otlp", "opentelemetry-sdk", "ormsgpack (==1.7.0)", "pandas", "pandas (>=1.3)", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pyOpenSSL", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "pyyaml", "requests", "scipy", "smart-open", "starlette", "tensorboardX (>=1.9)", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"]
+all-cpp = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "cupy-cuda12x ; sys_platform != \"darwin\"", "dm-tree", "fastapi", "fsspec", "grpcio", "grpcio (!=1.56.0) ; sys_platform == \"darwin\"", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "gymnasium (==1.0.0)", "lz4", "memray ; sys_platform != \"win32\"", "numpy (>=1.20)", "opencensus", "opentelemetry-api", "opentelemetry-exporter-otlp", "opentelemetry-sdk", "ormsgpack (==1.7.0)", "pandas", "pandas (>=1.3)", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pyOpenSSL", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "pyyaml", "ray-cpp (==2.44.0)", "requests", "scipy", "smart-open", "starlette", "tensorboardX (>=1.9)", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"]
+cgraph = ["cupy-cuda12x ; sys_platform != \"darwin\""]
+client = ["grpcio", "grpcio (!=1.56.0) ; sys_platform == \"darwin\""]
 cpp = ["ray-cpp (==2.44.0)"]
-data = ["fsspec", "numpy (>=1.20)", "pandas (>=1.3)", "pyarrow (<18)", "pyarrow (>=9.0.0)"]
-default = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "grpcio (>=1.32.0)", "grpcio (>=1.42.0)", "opencensus", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0)", "py-spy (>=0.4.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "virtualenv (>=20.0.24,!=20.21.1)"]
-llm = ["aiohttp (>=3.7)", "aiohttp-cors", "async-timeout", "colorful", "fastapi", "fsspec", "grpcio (>=1.32.0)", "grpcio (>=1.42.0)", "jsonref (>=1.1.0)", "jsonschema", "ninja", "numpy (>=1.20)", "opencensus", "pandas (>=1.3)", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0)", "py-spy (>=0.4.0)", "pyarrow (<18)", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "typer", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "vllm (>=0.7.2)", "watchfiles"]
-observability = ["memray", "opentelemetry-api", "opentelemetry-exporter-otlp", "opentelemetry-sdk"]
-rllib = ["dm-tree", "fsspec", "gymnasium (==1.0.0)", "lz4", "ormsgpack (==1.7.0)", "pandas", "pyarrow (<18)", "pyarrow (>=9.0.0)", "pyyaml", "requests", "scipy", "tensorboardX (>=1.9)"]
-serve = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "fastapi", "grpcio (>=1.32.0)", "grpcio (>=1.42.0)", "opencensus", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0)", "py-spy (>=0.4.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"]
-serve-grpc = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "fastapi", "grpcio (>=1.32.0)", "grpcio (>=1.42.0)", "opencensus", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0)", "py-spy (>=0.4.0)", "pyOpenSSL", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"]
-train = ["fsspec", "pandas", "pyarrow (<18)", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "tensorboardX (>=1.9)"]
-tune = ["fsspec", "pandas", "pyarrow (<18)", "pyarrow (>=9.0.0)", "requests", "tensorboardX (>=1.9)"]
+data = ["fsspec", "numpy (>=1.20)", "pandas (>=1.3)", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)"]
+default = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "opencensus", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "virtualenv (>=20.0.24,!=20.21.1)"]
+llm = ["aiohttp (>=3.7)", "aiohttp-cors", "async-timeout ; python_version < \"3.11\"", "colorful", "fastapi", "fsspec", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "jsonref (>=1.1.0)", "jsonschema", "ninja", "numpy (>=1.20)", "opencensus", "pandas (>=1.3)", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "typer", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "vllm (>=0.7.2)", "watchfiles"]
+observability = ["memray ; sys_platform != \"win32\"", "opentelemetry-api", "opentelemetry-exporter-otlp", "opentelemetry-sdk"]
+rllib = ["dm-tree", "fsspec", "gymnasium (==1.0.0)", "lz4", "ormsgpack (==1.7.0)", "pandas", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "pyyaml", "requests", "scipy", "tensorboardX (>=1.9)"]
+serve = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "fastapi", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "opencensus", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"]
+serve-grpc = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "fastapi", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "opencensus", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pyOpenSSL", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"]
+train = ["fsspec", "pandas", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "tensorboardX (>=1.9)"]
+tune = ["fsspec", "pandas", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "requests", "tensorboardX (>=1.9)"]
 
 [[package]]
 name = "referencing"
@@ -4735,7 +4738,7 @@ requests = ">=2.30.0,<3.0"
 urllib3 = ">=1.25.10,<3.0"
 
 [package.extras]
-tests = ["coverage (>=6.0.0)", "flake8", "mypy", "pytest (>=7.0.0)", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "tomli", "tomli-w", "types-PyYAML", "types-requests"]
+tests = ["coverage (>=6.0.0)", "flake8", "mypy", "pytest (>=7.0.0)", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "tomli ; python_version < \"3.11\"", "tomli-w", "types-PyYAML", "types-requests"]
 
 [[package]]
 name = "rfc3339-validator"
@@ -4946,7 +4949,7 @@ files = [
     {file = "s3transfer-0.11.3-py3-none-any.whl", hash = "sha256:ca855bdeb885174b5ffa95b9913622459d4ad8e331fc98eb01e6d5eb6a30655d"},
     {file = "s3transfer-0.11.3.tar.gz", hash = "sha256:edae4977e3a122445660c7c114bba949f9d191bae3b34a096f18a1c8c354527a"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.36.0,<2.0a.0"
@@ -4967,13 +4970,13 @@ files = [
 ]
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)", "ruff (>=0.8.0)"]
-core = ["importlib_metadata (>=6)", "jaraco.functools (>=4)", "jaraco.text (>=3.7)", "more_itertools", "more_itertools (>=8.8)", "packaging (>=24.2)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\"", "ruff (>=0.8.0) ; sys_platform != \"cygwin\""]
+core = ["importlib_metadata (>=6) ; python_version < \"3.10\"", "jaraco.functools (>=4)", "jaraco.text (>=3.7)", "more_itertools", "more_itertools (>=8.8)", "packaging (>=24.2)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1) ; python_version < \"3.11\"", "wheel (>=0.43.0)"]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
 enabler = ["pytest-enabler (>=2.2)"]
-test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.7.2)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
-type = ["importlib_metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.14.*)", "pytest-mypy"]
+test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21) ; python_version >= \"3.9\" and sys_platform != \"cygwin\"", "jaraco.envs (>=2.2)", "jaraco.path (>=3.7.2)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf ; sys_platform != \"cygwin\"", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
+type = ["importlib_metadata (>=7.0.2) ; python_version < \"3.10\"", "jaraco.develop (>=7.21) ; sys_platform != \"cygwin\"", "mypy (==1.14.*)", "pytest-mypy"]
 
 [[package]]
 name = "six"
@@ -5301,7 +5304,7 @@ description = "Python bindings for the Apache Thrift RPC system"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"hive\" or extra == \"hive-kerberos\""
+markers = "extra == \"hive-kerberos\" or extra == \"hive\""
 files = [
     {file = "thrift-0.21.0.tar.gz", hash = "sha256:5e6f7c50f936ebfa23e924229afc95eb219f8c8e5a83202dd4a391244803e402"},
 ]
@@ -5339,7 +5342,7 @@ description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
-markers = "python_version < \"3.11\""
+markers = "python_version <= \"3.10\""
 files = [
     {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
     {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"},
@@ -5424,6 +5427,7 @@ files = [
     {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
     {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
 ]
+markers = {docs = "python_version <= \"3.10\""}
 
 [[package]]
 name = "tzdata"
@@ -5452,8 +5456,8 @@ files = [
 ]
 
 [package.extras]
-brotli = ["brotli (==1.0.9)", "brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
-secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
+brotli = ["brotli (==1.0.9) ; os_name != \"nt\" and python_version < \"3\" and platform_python_implementation == \"CPython\"", "brotli (>=1.0.9) ; python_version >= \"3\" and platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; (os_name != \"nt\" or python_version >= \"3\") and platform_python_implementation != \"CPython\"", "brotlipy (>=0.6.0) ; os_name == \"nt\" and python_version < \"3\""]
+secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress ; python_version == \"2.7\"", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
@@ -5463,14 +5467,14 @@ description = "HTTP library with thread-safe connection pooling, file post, and
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev", "docs"]
-markers = "python_version >= \"3.10\" and python_version <= \"3.11\" or python_version >= \"3.12\""
+markers = "python_version >= \"3.10\""
 files = [
     {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"},
     {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"},
 ]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""]
 h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
@@ -5494,7 +5498,7 @@ platformdirs = ">=3.9.1,<5"
 
 [package.extras]
 docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
-test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8) ; platform_python_implementation == \"PyPy\" or platform_python_implementation == \"CPython\" and sys_platform == \"win32\" and python_version >= \"3.13\"", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10) ; platform_python_implementation == \"CPython\""]
 
 [[package]]
 name = "watchdog"
@@ -5666,7 +5670,7 @@ description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7df647e8edd71f000a5208fe6ff8c382a1de8edfbccdbbfe649d263de07d8c34"},
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c69697d3adff5aa4f874b19c0e4ed65180ceed6318ec856ebc423aa5850d84f7"},
@@ -5771,11 +5775,11 @@ files = [
 markers = {main = "extra == \"daft\" and python_version < \"3.10\"", dev = "python_full_version < \"3.10.2\"", docs = "python_version < \"3.10\""}
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
 type = ["pytest-mypy"]
 
 [[package]]
@@ -5916,4 +5920,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "1772c4ef73bf4d04da928ecd2185db3716191f42e20d72fec2b44ba0a633c607"
+content-hash = "10c2c4f256a9fd4d133b66e7d6ee0320dc5ececfe832d145250d233222bb2c9a"
diff --git a/pyproject.toml b/pyproject.toml
index d167686be7..b581981156 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -111,7 +111,7 @@ mkdocstrings-python = "1.16.8"
 mkdocs-literate-nav = "0.6.2"
 mkdocs-autorefs = "1.4.1"
 mkdocs-gen-files = "0.5.0"
-mkdocs-material = "9.6.9"
+mkdocs-material = "9.6.10"
 mkdocs-material-extensions = "1.3.1"
 mkdocs-section-index = "0.3.9"
 

From a5d5a3b02235800db052e202c28cbcabf2d5bbbe Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 1 Apr 2025 12:16:38 +0200
Subject: [PATCH 091/357] Build: Bump sqlalchemy from 2.0.39 to 2.0.40 (#1874)

Bumps [sqlalchemy](https://github.com/sqlalchemy/sqlalchemy) from 2.0.39
to 2.0.40.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/sqlalchemy/sqlalchemy/releases">sqlalchemy's
releases</a>.</em></p>
<blockquote>
<h1>2.0.40</h1>
<p>Released: March 27, 2025</p>
<h2>orm</h2>
<ul>
<li>
<p><strong>[orm] [bug]</strong> Fixed regression which occurred as of
2.0.37 where the checked
<code>ArgumentError</code> that's raised when an inappropriate type or
object
is used inside of a <code>Mapped</code> annotation would raise
<code>TypeError</code>
with &quot;boolean value of this clause is not defined&quot; if the
object resolved
into a SQL expression in a boolean context, for programs where future
annotations mode was not enabled. This case is now handled explicitly
and
a new error message has also been tailored for this case. In addition,
as
there are at least half a dozen distinct error scenarios for
intepretation
of the <code>Mapped</code> construct, these scenarios have all been
unified
under a new subclass of <code>ArgumentError</code> called
<code>MappedAnnotationError</code>, to provide some continuity between
these
different scenarios, even though specific messaging remains
distinct.</p>
<p>References: <a
href="https://www.sqlalchemy.org/trac/ticket/12329">#12329</a></p>
</li>
<li>
<p><strong>[orm] [bug]</strong> Fixed regression in ORM Annotated
Declarative class interpretation caused
by <code>typing_extension==4.13.0</code> that introduced a different
implementation
for <code>TypeAliasType</code> while SQLAlchemy assumed that it would be
equivalent
to the <code>typing</code> version, leading to pep-695 type annotations
not
resolving to SQL types as expected.</p>
<p>References: <a
href="https://www.sqlalchemy.org/trac/ticket/12473">#12473</a></p>
</li>
</ul>
<h2>sql</h2>
<ul>
<li>
<p><strong>[sql] [usecase]</strong> Implemented support for the GROUPS
frame specification in window functions
by adding <code>_sql.over.groups</code> option to
<code>_sql.over()</code>
and <code>FunctionElement.over()</code>. Pull request courtesy Kaan
Dikmen.</p>
<p>References: <a
href="https://www.sqlalchemy.org/trac/ticket/12450">#12450</a></p>
</li>
<li>
<p><strong>[sql] [bug]</strong> Fixed issue in <code>CTE</code>
constructs involving multiple DDL
<code>_sql.Insert</code> statements with multiple VALUES parameter sets
where the
bound parameter names generated for these parameter sets would conflict,
generating a compile time error.</p>
<p>References: <a
href="https://www.sqlalchemy.org/trac/ticket/12363">#12363</a></p>
</li>
<li>
<p><strong>[sql] [bug]</strong> Fixed regression caused by <a
href="https://www.sqlalchemy.org/trac/ticket/7471">#7471</a> leading to
a SQL compilation
issue where name disambiguation for two same-named FROM clauses with
table
aliasing in use at the same time would produce invalid SQL in the FROM
clause with two &quot;AS&quot; clauses for the aliased table, due to
double aliasing.</p>
</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li>See full diff in <a
href="https://github.com/sqlalchemy/sqlalchemy/commits">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock | 130 ++++++++++++++++++++++++++--------------------------
 1 file changed, 65 insertions(+), 65 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 1ee9f06991..b5ceac9230 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -5153,82 +5153,82 @@ test = ["pytest"]
 
 [[package]]
 name = "sqlalchemy"
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+version = "2.0.40"
 description = "Database Abstraction Library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
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+    {file = "sqlalchemy-2.0.40-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6cfedff6878b0e0d1d0a50666a817ecd85051d12d56b43d9d425455e608b5ba0"},
+    {file = "sqlalchemy-2.0.40-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:bb19e30fdae77d357ce92192a3504579abe48a66877f476880238a962e5b96db"},
+    {file = "sqlalchemy-2.0.40-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:16d325ea898f74b26ffcd1cf8c593b0beed8714f0317df2bed0d8d1de05a8f26"},
+    {file = "sqlalchemy-2.0.40-cp313-cp313-win32.whl", hash = "sha256:a669cbe5be3c63f75bcbee0b266779706f1a54bcb1000f302685b87d1b8c1500"},
+    {file = "sqlalchemy-2.0.40-cp313-cp313-win_amd64.whl", hash = "sha256:641ee2e0834812d657862f3a7de95e0048bdcb6c55496f39c6fa3d435f6ac6ad"},
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+    {file = "sqlalchemy-2.0.40-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:cf0e99cdb600eabcd1d65cdba0d3c91418fee21c4aa1d28db47d095b1064a7d8"},
+    {file = "sqlalchemy-2.0.40-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fe147fcd85aaed53ce90645c91ed5fca0cc88a797314c70dfd9d35925bd5d106"},
+    {file = "sqlalchemy-2.0.40-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:baf7cee56bd552385c1ee39af360772fbfc2f43be005c78d1140204ad6148438"},
+    {file = "sqlalchemy-2.0.40-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:4aeb939bcac234b88e2d25d5381655e8353fe06b4e50b1c55ecffe56951d18c2"},
+    {file = "sqlalchemy-2.0.40-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:c268b5100cfeaa222c40f55e169d484efa1384b44bf9ca415eae6d556f02cb08"},
+    {file = "sqlalchemy-2.0.40-cp38-cp38-win32.whl", hash = "sha256:46628ebcec4f23a1584fb52f2abe12ddb00f3bb3b7b337618b80fc1b51177aff"},
+    {file = "sqlalchemy-2.0.40-cp38-cp38-win_amd64.whl", hash = "sha256:7e0505719939e52a7b0c65d20e84a6044eb3712bb6f239c6b1db77ba8e173a37"},
+    {file = "sqlalchemy-2.0.40-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:c884de19528e0fcd9dc34ee94c810581dd6e74aef75437ff17e696c2bfefae3e"},
+    {file = "sqlalchemy-2.0.40-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:1abb387710283fc5983d8a1209d9696a4eae9db8d7ac94b402981fe2fe2e39ad"},
+    {file = "sqlalchemy-2.0.40-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5cfa124eda500ba4b0d3afc3e91ea27ed4754e727c7f025f293a22f512bcd4c9"},
+    {file = "sqlalchemy-2.0.40-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8b6b28d303b9d57c17a5164eb1fd2d5119bb6ff4413d5894e74873280483eeb5"},
+    {file = "sqlalchemy-2.0.40-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:b5a5bbe29c10c5bfd63893747a1bf6f8049df607638c786252cb9243b86b6706"},
+    {file = "sqlalchemy-2.0.40-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:f0fda83e113bb0fb27dc003685f32a5dcb99c9c4f41f4fa0838ac35265c23b5c"},
+    {file = "sqlalchemy-2.0.40-cp39-cp39-win32.whl", hash = "sha256:957f8d85d5e834397ef78a6109550aeb0d27a53b5032f7a57f2451e1adc37e98"},
+    {file = "sqlalchemy-2.0.40-cp39-cp39-win_amd64.whl", hash = "sha256:1ffdf9c91428e59744f8e6f98190516f8e1d05eec90e936eb08b257332c5e870"},
+    {file = "sqlalchemy-2.0.40-py3-none-any.whl", hash = "sha256:32587e2e1e359276957e6fe5dad089758bc042a971a8a09ae8ecf7a8fe23d07a"},
+    {file = "sqlalchemy-2.0.40.tar.gz", hash = "sha256:d827099289c64589418ebbcaead0145cd19f4e3e8a93919a0100247af245fa00"},
 ]
 
 [package.dependencies]
-greenlet = {version = "!=0.4.17", markers = "python_version < \"3.14\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"}
+greenlet = {version = ">=1", markers = "python_version < \"3.14\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"}
 typing-extensions = ">=4.6.0"
 
 [package.extras]
-aiomysql = ["aiomysql (>=0.2.0)", "greenlet (!=0.4.17)"]
-aioodbc = ["aioodbc", "greenlet (!=0.4.17)"]
-aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing_extensions (!=3.10.0.1)"]
-asyncio = ["greenlet (!=0.4.17)"]
-asyncmy = ["asyncmy (>=0.2.3,!=0.2.4,!=0.2.6)", "greenlet (!=0.4.17)"]
+aiomysql = ["aiomysql (>=0.2.0)", "greenlet (>=1)"]
+aioodbc = ["aioodbc", "greenlet (>=1)"]
+aiosqlite = ["aiosqlite", "greenlet (>=1)", "typing_extensions (!=3.10.0.1)"]
+asyncio = ["greenlet (>=1)"]
+asyncmy = ["asyncmy (>=0.2.3,!=0.2.4,!=0.2.6)", "greenlet (>=1)"]
 mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2,!=1.1.5,!=1.1.10)"]
 mssql = ["pyodbc"]
 mssql-pymssql = ["pymssql"]
@@ -5239,7 +5239,7 @@ mysql-connector = ["mysql-connector-python"]
 oracle = ["cx_oracle (>=8)"]
 oracle-oracledb = ["oracledb (>=1.0.1)"]
 postgresql = ["psycopg2 (>=2.7)"]
-postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
+postgresql-asyncpg = ["asyncpg", "greenlet (>=1)"]
 postgresql-pg8000 = ["pg8000 (>=1.29.1)"]
 postgresql-psycopg = ["psycopg (>=3.0.7)"]
 postgresql-psycopg2binary = ["psycopg2-binary"]

From 0901ea38bf659e34c44e5a138a714b003ff37e23 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 1 Apr 2025 12:24:56 +0200
Subject: [PATCH 092/357] Build: Bump griffe from 1.6.3 to 1.7.1 (#1873)

---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index b5ceac9230..7efcde3444 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1970,14 +1970,14 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "griffe"
-version = "1.6.3"
+version = "1.7.1"
 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "griffe-1.6.3-py3-none-any.whl", hash = "sha256:7a0c559f10d8a9016f4d0b4ceaacc087e31e2370cb1aa9a59006a30d5a279fb3"},
-    {file = "griffe-1.6.3.tar.gz", hash = "sha256:568cc9e50de04f6c76234bf46dd7f3a264ea3cbb1380fb54818e81e3675a83cf"},
+    {file = "griffe-1.7.1-py3-none-any.whl", hash = "sha256:37a7f15233937d723ddc969fa4117fdd03988885c16938dc43bccdfe8fa4d02d"},
+    {file = "griffe-1.7.1.tar.gz", hash = "sha256:464730d0e95d0afd038e699a5f7276d7438d0712db0c489a17e761f70e011507"},
 ]
 
 [package.dependencies]
@@ -5920,4 +5920,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "10c2c4f256a9fd4d133b66e7d6ee0320dc5ececfe832d145250d233222bb2c9a"
+content-hash = "f542a10265d16d3123063e8cd57e0df2514fde45598028bc463aa9b9960d7d54"
diff --git a/pyproject.toml b/pyproject.toml
index b581981156..e326ca94c0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -104,7 +104,7 @@ docutils = "!=0.21.post1"   # https://github.com/python-poetry/poetry/issues/924
 [tool.poetry.group.docs.dependencies]
 # for mkdocs
 mkdocs = "1.6.1"
-griffe = "1.6.3"
+griffe = "1.7.1"
 jinja2 = "3.1.6"
 mkdocstrings = "0.29.0"
 mkdocstrings-python = "1.16.8"

From 807e220d2fa8f37b2c9c609627022e0fcbd54c9e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 1 Apr 2025 14:18:51 +0200
Subject: [PATCH 093/357] Build: Bump datafusion from 45.2.0 to 46.0.0 (#1872)

---
 poetry.lock    | 18 +++++++++---------
 pyproject.toml |  2 +-
 2 files changed, 10 insertions(+), 10 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 7efcde3444..93d1213dd0 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1120,18 +1120,18 @@ files = [
 
 [[package]]
 name = "datafusion"
-version = "45.2.0"
+version = "46.0.0"
 description = "Build and run queries against data"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "datafusion-45.2.0-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:1d0e601167be4f3275af6de1287ae7ec96acfcc4a6e60f1b5fc1e517bc1f5162"},
-    {file = "datafusion-45.2.0-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:e70d5697b32326a99ab291afe93c268362ccb644eb71639ae48fe1ebeb0cb7b3"},
-    {file = "datafusion-45.2.0-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cb104bb0742c0310aa6f7e17b83a0cd4018734e70e68b18b32926565df4a4dab"},
-    {file = "datafusion-45.2.0-cp38-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:49572a5e9a38beb1bd6640be976f87adaed8ef694fed1618cee62c4d915eca35"},
-    {file = "datafusion-45.2.0-cp38-abi3-win_amd64.whl", hash = "sha256:fe0a96fd32c8c63d29c6f227e687d5acecc2ca081c579d78f0eebaac0ab4a716"},
-    {file = "datafusion-45.2.0.tar.gz", hash = "sha256:85bd37814299b989907c956f6e716e9a487b20f5e6b7a83b19f16f336bbaf387"},
+    {file = "datafusion-46.0.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:4517b6d2d35fb7d9044519a9ef3388ed504d82cbbaaba4bf3fef1da673c8357a"},
+    {file = "datafusion-46.0.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:2770a1606a9d0f1f9d64648e3777413bbcff0bee7b9a1ccb067f989e3a1c7b96"},
+    {file = "datafusion-46.0.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bc115441c17036ddd730bb6281ecc88269973691ec51279be173bd3cc3e5d219"},
+    {file = "datafusion-46.0.0-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:f40d9eeaa0ac4776bf0cea943228c945ec5bae8032263ad7871c8d82e8a2725a"},
+    {file = "datafusion-46.0.0-cp39-abi3-win_amd64.whl", hash = "sha256:2b783b3fd8ee91bedfcdb353a3e700d65b61552a84e072940f78e0cde461bb98"},
+    {file = "datafusion-46.0.0.tar.gz", hash = "sha256:e8adb6b987068585bc12f63ea51776919b09376833b2412da6cc8ff77d85c553"},
 ]
 
 [package.dependencies]
@@ -5920,4 +5920,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "f542a10265d16d3123063e8cd57e0df2514fde45598028bc463aa9b9960d7d54"
+content-hash = "a24b5299c9a2f0f8e5af1d5224e272f4cb9f8e5ff7091b87175b028b89e3a7b8"
diff --git a/pyproject.toml b/pyproject.toml
index e326ca94c0..a32f781ca1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -98,7 +98,7 @@ pytest-mock = "3.14.0"
 pyspark = "3.5.5"
 cython = "3.0.12"
 deptry = ">=0.14,<0.24"
-datafusion = ">=44,<46"
+datafusion = ">=44,<47"
 docutils = "!=0.21.post1"   # https://github.com/python-poetry/poetry/issues/9248#issuecomment-2026240520
 
 [tool.poetry.group.docs.dependencies]

From 212bb68f99af17665d9cb3c401d36dc586ae1f7a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 1 Apr 2025 14:19:56 +0200
Subject: [PATCH 094/357] Build: Bump coverage from 7.7.1 to 7.8.0 (#1870)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [coverage](https://github.com/nedbat/coveragepy) from 7.7.1 to
7.8.0.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/nedbat/coveragepy/blob/master/CHANGES.rst">coverage's
changelog</a>.</em></p>
<blockquote>
<h2>Version 7.8.0 — 2025-03-30</h2>
<ul>
<li>
<p>Added a new <code>source_dirs</code> setting for symmetry with the
existing
<code>source_pkgs</code> setting. It's preferable to the existing
<code>source</code> setting,
because you'll get a clear error when directories don't exist. Fixes
<code>issue 1942</code><em>. Thanks, <code>Jeremy Fleischman &lt;pull
1943_&gt;</code></em>.</p>
</li>
<li>
<p>Fix: the PYTHONSAFEPATH environment variable new in Python 3.11 is
properly
supported, closing <code>issue 1696</code><em>. Thanks, <code>Philipp A.
&lt;pull 1700_&gt;</code></em>. This
works properly except for a detail when using the <code>coverage</code>
command on
Windows. There you can use <code>python -m coverage</code> instead if
you need exact
emulation.</p>
</li>
</ul>
<p>.. _issue 1696: <a
href="https://redirect.github.com/nedbat/coveragepy/issues/1696">nedbat/coveragepy#1696</a>
.. _pull 1700: <a
href="https://redirect.github.com/nedbat/coveragepy/pull/1700">nedbat/coveragepy#1700</a>
.. _issue 1942: <a
href="https://redirect.github.com/nedbat/coveragepy/issues/1942">nedbat/coveragepy#1942</a>
.. _pull 1943: <a
href="https://redirect.github.com/nedbat/coveragepy/pull/1943">nedbat/coveragepy#1943</a></p>
<p>.. _changes_7-7-1:</p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/nedbat/coveragepy/commit/6d5ced933f116d6ced5497ffbe7616db05b63e12"><code>6d5ced9</code></a>
docs: sample HTML for 7.8.0</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/49c194fbb225039f3c2c029faecbc187aba37a9c"><code>49c194f</code></a>
docs: prep for 7.8.0</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/38782cb5e481e24e139bd6cf08ec06e0438be4cd"><code>38782cb</code></a>
docs: finish up source_dirs. bump to 7.8.0</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/7aea2f311eb073a74b0efb26065933f8572b1a2a"><code>7aea2f3</code></a>
feat: add new <code>source_dirs</code> option (<a
href="https://redirect.github.com/nedbat/coveragepy/issues/1943">#1943</a>)</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/f464155a3e43b4640c2ead9fb06674f33f61858a"><code>f464155</code></a>
test: some simple bytecode tests</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/cf1dec0f05aaf581e9e6f7c707c7fa77ba77ade9"><code>cf1dec0</code></a>
refactor: these pypy modules are available in all our versions</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/a87605265039b46570ae617f06941cfdbb95cba6"><code>a876052</code></a>
test: a general helper for iterating over our own source files</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/82cff3e34836ff7248f4fb2e348c5f954e82b78e"><code>82cff3e</code></a>
perf: sets are better than lists</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/a66bd61be0a01874dacf4238c1de5ef67ef325fe"><code>a66bd61</code></a>
refactor: move bytecode code into bytecode.py</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/d64ce5f95473ec2c24485bb0261c536f55d0cb4a"><code>d64ce5f</code></a>
chore: bump the action-dependencies group with 3 updates (<a
href="https://redirect.github.com/nedbat/coveragepy/issues/1940">#1940</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/nedbat/coveragepy/compare/7.7.1...7.8.0">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=coverage&package-manager=pip&previous-version=7.7.1&new-version=7.8.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
alter it yourself. You can also trigger a rebase manually by commenting
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<details>
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You can trigger Dependabot actions by commenting on this PR:
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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 128 ++++++++++++++++++++++++++--------------------------
 1 file changed, 64 insertions(+), 64 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 93d1213dd0..ec7dbb6b19 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -804,75 +804,75 @@ markers = {main = "platform_system == \"Windows\"", dev = "platform_system == \"
 
 [[package]]
 name = "coverage"
-version = "7.7.1"
+version = "7.8.0"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
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+    {file = "coverage-7.8.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:95aa6ae391a22bbbce1b77ddac846c98c5473de0372ba5c463480043a07bff42"},
+    {file = "coverage-7.8.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e013b07ba1c748dacc2a80e69a46286ff145935f260eb8c72df7185bf048f502"},
+    {file = "coverage-7.8.0-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d766a4f0e5aa1ba056ec3496243150698dc0481902e2b8559314368717be82b1"},
+    {file = "coverage-7.8.0-cp313-cp313t-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ad80e6b4a0c3cb6f10f29ae4c60e991f424e6b14219d46f1e7d442b938ee68a4"},
+    {file = "coverage-7.8.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:b87eb6fc9e1bb8f98892a2458781348fa37e6925f35bb6ceb9d4afd54ba36c73"},
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+    {file = "coverage-7.8.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:fa260de59dfb143af06dcf30c2be0b200bed2a73737a8a59248fcb9fa601ef0f"},
+    {file = "coverage-7.8.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:96121edfa4c2dfdda409877ea8608dd01de816a4dc4a0523356067b305e4e17a"},
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+    {file = "coverage-7.8.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:94ec0be97723ae72d63d3aa41961a0b9a6f5a53ff599813c324548d18e3b9e8c"},
+    {file = "coverage-7.8.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:8a1d96e780bdb2d0cbb297325711701f7c0b6f89199a57f2049e90064c29f6bd"},
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+    {file = "coverage-7.8.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:cf60dd2696b457b710dd40bf17ad269d5f5457b96442f7f85722bdb16fa6c899"},
+    {file = "coverage-7.8.0-cp39-cp39-win32.whl", hash = "sha256:be945402e03de47ba1872cd5236395e0f4ad635526185a930735f66710e1bd3f"},
+    {file = "coverage-7.8.0-cp39-cp39-win_amd64.whl", hash = "sha256:90e7fbc6216ecaffa5a880cdc9c77b7418c1dcb166166b78dbc630d07f278cc3"},
+    {file = "coverage-7.8.0-pp39.pp310.pp311-none-any.whl", hash = "sha256:b8194fb8e50d556d5849753de991d390c5a1edeeba50f68e3a9253fbd8bf8ccd"},
+    {file = "coverage-7.8.0-py3-none-any.whl", hash = "sha256:dbf364b4c5e7bae9250528167dfe40219b62e2d573c854d74be213e1e52069f7"},
+    {file = "coverage-7.8.0.tar.gz", hash = "sha256:7a3d62b3b03b4b6fd41a085f3574874cf946cb4604d2b4d3e8dca8cd570ca501"},
 ]
 
 [package.dependencies]

From 63536ffd807a49951c404e5cb79299a763103834 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 1 Apr 2025 17:23:23 +0200
Subject: [PATCH 095/357] Build: Bump mkdocstrings from 0.29.0 to 0.29.1
 (#1871)

---
 poetry.lock    | 9 ++++-----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 6 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index ec7dbb6b19..ab644472f1 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2619,14 +2619,14 @@ mkdocs = ">=1.2"
 
 [[package]]
 name = "mkdocstrings"
-version = "0.29.0"
+version = "0.29.1"
 description = "Automatic documentation from sources, for MkDocs."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "mkdocstrings-0.29.0-py3-none-any.whl", hash = "sha256:8ea98358d2006f60befa940fdebbbc88a26b37ecbcded10be726ba359284f73d"},
-    {file = "mkdocstrings-0.29.0.tar.gz", hash = "sha256:3657be1384543ce0ee82112c3e521bbf48e41303aa0c229b9ffcccba057d922e"},
+    {file = "mkdocstrings-0.29.1-py3-none-any.whl", hash = "sha256:37a9736134934eea89cbd055a513d40a020d87dfcae9e3052c2a6b8cd4af09b6"},
+    {file = "mkdocstrings-0.29.1.tar.gz", hash = "sha256:8722f8f8c5cd75da56671e0a0c1bbed1df9946c0cef74794d6141b34011abd42"},
 ]
 
 [package.dependencies]
@@ -2637,7 +2637,6 @@ MarkupSafe = ">=1.1"
 mkdocs = ">=1.6"
 mkdocs-autorefs = ">=1.4"
 pymdown-extensions = ">=6.3"
-typing-extensions = {version = ">=4.1", markers = "python_version < \"3.10\""}
 
 [package.extras]
 crystal = ["mkdocstrings-crystal (>=0.3.4)"]
@@ -5920,4 +5919,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "a24b5299c9a2f0f8e5af1d5224e272f4cb9f8e5ff7091b87175b028b89e3a7b8"
+content-hash = "c837c3b22acef88e656e38db4bee2066b3246e7292e29fb79d812634b96a615e"
diff --git a/pyproject.toml b/pyproject.toml
index a32f781ca1..e63e002f7d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -106,7 +106,7 @@ docutils = "!=0.21.post1"   # https://github.com/python-poetry/poetry/issues/924
 mkdocs = "1.6.1"
 griffe = "1.7.1"
 jinja2 = "3.1.6"
-mkdocstrings = "0.29.0"
+mkdocstrings = "0.29.1"
 mkdocstrings-python = "1.16.8"
 mkdocs-literate-nav = "0.6.2"
 mkdocs-autorefs = "1.4.1"

From 188f345c2cba900c5f1a71e5b25a95e3cccef548 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Tue, 1 Apr 2025 17:24:57 +0200
Subject: [PATCH 096/357] Set field-id when needed (#1867)

Fixes #1798

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/io/pyarrow.py                      |  2 +-
 tests/integration/test_writes/test_writes.py | 36 ++++++++++++++++++++
 2 files changed, 37 insertions(+), 1 deletion(-)

diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index 5c70636e64..a1fa696f38 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -1777,7 +1777,7 @@ def struct(
                 field_arrays.append(array)
                 fields.append(self._construct_field(field, array.type))
             elif field.optional:
-                arrow_type = schema_to_pyarrow(field.field_type, include_field_ids=False)
+                arrow_type = schema_to_pyarrow(field.field_type, include_field_ids=self._include_field_ids)
                 field_arrays.append(pa.nulls(len(struct_array), type=arrow_type))
                 fields.append(self._construct_field(field, arrow_type))
             else:
diff --git a/tests/integration/test_writes/test_writes.py b/tests/integration/test_writes/test_writes.py
index 59c795cf75..8575b588b8 100644
--- a/tests/integration/test_writes/test_writes.py
+++ b/tests/integration/test_writes/test_writes.py
@@ -52,6 +52,7 @@
     DateType,
     DoubleType,
     IntegerType,
+    ListType,
     LongType,
     NestedField,
     StringType,
@@ -1647,3 +1648,38 @@ def test_abort_table_transaction_on_exception(
 
     # Validate the transaction is aborted and no partial update is applied
     assert len(tbl.scan().to_pandas()) == table_size  # type: ignore
+
+
+@pytest.mark.integration
+def test_write_optional_list(session_catalog: Catalog) -> None:
+    identifier = "default.test_write_optional_list"
+    schema = Schema(
+        NestedField(field_id=1, name="name", field_type=StringType(), required=False),
+        NestedField(
+            field_id=3,
+            name="my_list",
+            field_type=ListType(element_id=45, element=StringType(), element_required=False),
+            required=False,
+        ),
+    )
+    session_catalog.create_table_if_not_exists(identifier, schema)
+
+    df_1 = pa.Table.from_pylist(
+        [
+            {"name": "one", "my_list": ["test"]},
+            {"name": "another", "my_list": ["test"]},
+        ]
+    )
+    session_catalog.load_table(identifier).append(df_1)
+
+    assert len(session_catalog.load_table(identifier).scan().to_arrow()) == 2
+
+    df_2 = pa.Table.from_pylist(
+        [
+            {"name": "one"},
+            {"name": "another"},
+        ]
+    )
+    session_catalog.load_table(identifier).append(df_2)
+
+    assert len(session_catalog.load_table(identifier).scan().to_arrow()) == 4

From 603ceadf026812903d9729add15042d1b04ba2dc Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 1 Apr 2025 17:59:45 +0200
Subject: [PATCH 097/357] Build: Bump rich from 13.9.4 to 14.0.0 (#1868)

---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index ab644472f1..b89543663b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -4756,14 +4756,14 @@ six = "*"
 
 [[package]]
 name = "rich"
-version = "13.9.4"
+version = "14.0.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
 groups = ["main"]
 files = [
-    {file = "rich-13.9.4-py3-none-any.whl", hash = "sha256:6049d5e6ec054bf2779ab3358186963bac2ea89175919d699e378b99738c2a90"},
-    {file = "rich-13.9.4.tar.gz", hash = "sha256:439594978a49a09530cff7ebc4b5c7103ef57baf48d5ea3184f21d9a2befa098"},
+    {file = "rich-14.0.0-py3-none-any.whl", hash = "sha256:1c9491e1951aac09caffd42f448ee3d04e58923ffe14993f6e83068dc395d7e0"},
+    {file = "rich-14.0.0.tar.gz", hash = "sha256:82f1bc23a6a21ebca4ae0c45af9bdbc492ed20231dcb63f297d6d1021a9d5725"},
 ]
 
 [package.dependencies]
@@ -5919,4 +5919,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "c837c3b22acef88e656e38db4bee2066b3246e7292e29fb79d812634b96a615e"
+content-hash = "5ddf5059db3fad6409411fe31f1e67e5bb724e39ab4ad288be6c578dade0b67c"
diff --git a/pyproject.toml b/pyproject.toml
index e63e002f7d..7ecd443ee1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ python = "^3.9.2, !=3.9.7"
 mmh3 = ">=4.0.0,<6.0.0"
 requests = ">=2.20.0,<3.0.0"
 click = ">=7.1.1,<9.0.0"
-rich = ">=10.11.0,<14.0.0"
+rich = ">=10.11.0,<15.0.0"
 strictyaml = ">=1.7.0,<2.0.0" # CVE-2020-14343 was fixed in 5.4.
 pydantic = ">=2.0,<3.0,!=2.4.0,!=2.4.1" # 2.4.0, 2.4.1 has a critical bug
 sortedcontainers = "2.4.0"

From 7ded8824b7f07f49eca59d4d145e6ff8339572b3 Mon Sep 17 00:00:00 2001
From: b-rick <92253812+b-rick@users.noreply.github.com>
Date: Fri, 4 Apr 2025 17:44:28 +1100
Subject: [PATCH 098/357] Fix creation of Bucket Transforms with
 `pydantic>=2.11.0` (#1881)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

## Rationale For This Change

When using pydantic>=2.11.0, we get an error when creating bucket
transforms. In this version, it's illegal to access self before calling
super. To fix this, we just need to ensure we call `super().__init__`
before setting field properties on `self`.

---

## Before

Using `pydantic==2.11.0` the test
`test_transforms.py::test_bucket_hash_values` fails

```python
tests/test_transforms.py:None (tests/test_transforms.py)
test_transforms.py:179: in <module>
    (BucketTransform(2).transform(IntegerType()), 0, 0),
../pyiceberg/transforms.py:237: in __init__
    self._num_buckets = num_buckets
../../../miniforge3/envs/pyiceberg/lib/python3.12/site-packages/pydantic/main.py:991: in __setattr__
    setattr_handler(self, name, value)  # call here to not memo on possibly unknown fields
../../../miniforge3/envs/pyiceberg/lib/python3.12/site-packages/pydantic/main.py:105: in <lambda>
    'private': lambda model, name, val: model.__pydantic_private__.__setitem__(name, val),  # pyright: ignore[reportOptionalMemberAccess]
E   AttributeError: 'NoneType' object has no attribute '__setitem__'. Did you mean: '__setattr__'?
```

---

## After

Using `pydantic==2.11.0` the test
`test_transforms.py::test_bucket_hash_values` succeeds.

---

✅ Are these changes tested?

Yes

- No test was added to reproduce the bug because it is already
reproducible with the existing test

Co-authored-by: Zac Sanchez <zac.sanchez@imc.com>
---
 pyiceberg/transforms.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyiceberg/transforms.py b/pyiceberg/transforms.py
index 32a4233c67..7833215d09 100644
--- a/pyiceberg/transforms.py
+++ b/pyiceberg/transforms.py
@@ -234,8 +234,8 @@ class BucketTransform(Transform[S, int]):
     _num_buckets: PositiveInt = PrivateAttr()
 
     def __init__(self, num_buckets: int, **data: Any) -> None:
-        self._num_buckets = num_buckets
         super().__init__(f"bucket[{num_buckets}]", **data)
+        self._num_buckets = num_buckets
 
     @property
     def num_buckets(self) -> int:

From 650e5080a040c1facc566673deceef19ccd02a9a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 4 Apr 2025 09:04:19 +0200
Subject: [PATCH 099/357] Build: Bump pydantic from 2.10.6 to 2.11.1 (#1869)

---
 poetry.lock | 229 ++++++++++++++++++++++++++++------------------------
 1 file changed, 122 insertions(+), 107 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index b89543663b..095e182f33 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3917,20 +3917,21 @@ markers = {main = "(extra == \"zstandard\" or extra == \"adlfs\") and platform_p
 
 [[package]]
 name = "pydantic"
-version = "2.10.6"
+version = "2.11.2"
 description = "Data validation using Python type hints"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "pydantic-2.10.6-py3-none-any.whl", hash = "sha256:427d664bf0b8a2b34ff5dd0f5a18df00591adcee7198fbd71981054cef37b584"},
-    {file = "pydantic-2.10.6.tar.gz", hash = "sha256:ca5daa827cce33de7a42be142548b0096bf05a7e7b365aebfa5f8eeec7128236"},
+    {file = "pydantic-2.11.2-py3-none-any.whl", hash = "sha256:7f17d25846bcdf89b670a86cdfe7b29a9f1c9ca23dee154221c9aa81845cfca7"},
+    {file = "pydantic-2.11.2.tar.gz", hash = "sha256:2138628e050bd7a1e70b91d4bf4a91167f4ad76fdb83209b107c8d84b854917e"},
 ]
 
 [package.dependencies]
 annotated-types = ">=0.6.0"
-pydantic-core = "2.27.2"
+pydantic-core = "2.33.1"
 typing-extensions = ">=4.12.2"
+typing-inspection = ">=0.4.0"
 
 [package.extras]
 email = ["email-validator (>=2.0.0)"]
@@ -3938,112 +3939,111 @@ timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows
 
 [[package]]
 name = "pydantic-core"
-version = "2.27.2"
+version = "2.33.1"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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+    {file = "pydantic_core-2.33.1-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:e3de2777e3b9f4d603112f78006f4ae0acb936e95f06da6cb1a45fbad6bdb4b5"},
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+    {file = "pydantic_core-2.33.1-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:f995719707e0e29f0f41a8aa3bcea6e761a36c9136104d3189eafb83f5cec5e5"},
+    {file = "pydantic_core-2.33.1-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:7edbc454a29fc6aeae1e1eecba4f07b63b8d76e76a748532233c4c167b4cb9ea"},
+    {file = "pydantic_core-2.33.1-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:ad05b683963f69a1d5d2c2bdab1274a31221ca737dbbceaa32bcb67359453cdd"},
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+    {file = "pydantic_core-2.33.1-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:3f1fdb790440a34f6ecf7679e1863b825cb5ffde858a9197f851168ed08371e5"},
+    {file = "pydantic_core-2.33.1-pp39-pypy39_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:5277aec8d879f8d05168fdd17ae811dd313b8ff894aeeaf7cd34ad28b4d77e33"},
+    {file = "pydantic_core-2.33.1-pp39-pypy39_pp73-musllinux_1_1_armv7l.whl", hash = "sha256:8ab581d3530611897d863d1a649fb0644b860286b4718db919bfd51ece41f10b"},
+    {file = "pydantic_core-2.33.1-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:0483847fa9ad5e3412265c1bd72aad35235512d9ce9d27d81a56d935ef489672"},
+    {file = "pydantic_core-2.33.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:de9e06abe3cc5ec6a2d5f75bc99b0bdca4f5c719a5b34026f8c57efbdecd2ee3"},
+    {file = "pydantic_core-2.33.1.tar.gz", hash = "sha256:bcc9c6fdb0ced789245b02b7d6603e17d1563064ddcfc36f046b61c0c05dd9df"},
 ]
 
 [package.dependencies]
@@ -5428,6 +5428,21 @@ files = [
 ]
 markers = {docs = "python_version <= \"3.10\""}
 
+[[package]]
+name = "typing-inspection"
+version = "0.4.0"
+description = "Runtime typing introspection tools"
+optional = false
+python-versions = ">=3.9"
+groups = ["main", "dev"]
+files = [
+    {file = "typing_inspection-0.4.0-py3-none-any.whl", hash = "sha256:50e72559fcd2a6367a19f7a7e610e6afcb9fac940c650290eed893d61386832f"},
+    {file = "typing_inspection-0.4.0.tar.gz", hash = "sha256:9765c87de36671694a67904bf2c96e395be9c6439bb6c87b5142569dcdd65122"},
+]
+
+[package.dependencies]
+typing-extensions = ">=4.12.0"
+
 [[package]]
 name = "tzdata"
 version = "2025.2"

From 28ec06ca2a8a2264033a0a2dc14edbbddae1c028 Mon Sep 17 00:00:00 2001
From: Srinivas Lade <srinulade1@gmail.com>
Date: Fri, 4 Apr 2025 15:07:43 -0400
Subject: [PATCH 100/357] Add support for `Transaction.update_statistics()`
 (#1831)

# Rationale for this change

Addd a new API `Transaction.update_statistics()` to use the existing
transaction instead of a brand new one.

# Are these changes tested?

I extended
`tests/integration/test_statistics_operations.py::test_manage_statistics`
to test the new API.

# Are there any user-facing changes?

Users can now update statistics files within an ongoing transaction.
---
 pyiceberg/table/__init__.py                     | 9 +++++++++
 tests/integration/test_statistics_operations.py | 7 +++++++
 2 files changed, 16 insertions(+)

diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index 1ebdd8bcf1..8f7b45f532 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -438,6 +438,15 @@ def update_snapshot(self, snapshot_properties: Dict[str, str] = EMPTY_DICT) -> U
         """
         return UpdateSnapshot(self, io=self._table.io, snapshot_properties=snapshot_properties)
 
+    def update_statistics(self) -> UpdateStatistics:
+        """
+        Create a new UpdateStatistics to update the statistics of the table.
+
+        Returns:
+            A new UpdateStatistics
+        """
+        return UpdateStatistics(transaction=self)
+
     def append(self, df: pa.Table, snapshot_properties: Dict[str, str] = EMPTY_DICT) -> None:
         """
         Shorthand API for appending a PyArrow table to a table transaction.
diff --git a/tests/integration/test_statistics_operations.py b/tests/integration/test_statistics_operations.py
index a7b4e38802..09273768d9 100644
--- a/tests/integration/test_statistics_operations.py
+++ b/tests/integration/test_statistics_operations.py
@@ -82,3 +82,10 @@ def create_statistics_file(snapshot_id: int, type_name: str) -> StatisticsFile:
         update.remove_statistics(add_snapshot_id_1)
 
     assert len(tbl.metadata.statistics) == 1
+
+    with tbl.transaction() as txn:
+        with txn.update_statistics() as update:
+            update.set_statistics(statistics_file_snap_1)
+            update.set_statistics(statistics_file_snap_2)
+
+    assert len(tbl.metadata.statistics) == 2

From ca3d088eaa5feaf8004c14f5490264302f3f5560 Mon Sep 17 00:00:00 2001
From: Ethan Knox <norton120@gmail.com>
Date: Fri, 4 Apr 2025 15:24:04 -0400
Subject: [PATCH 101/357] Support quoted column identifiers for scan
 `row_filter` (#1863)

# Rationale for this change
Our data lake uses old-school Kimball style quoted column names ("User
ID", "Customer Name" etc). The string parser for `row_filter` was unable
to parse this. Now it is.

example:
```python

# before
>> parser.parse(' "User Name" = 'ted')
ParseException: Expected '"', found ' '

# after
>> parser.parse(' "User Name" = 'ted')
EqualTo("User Name", "ted")

# Are these changes tested?
Yes a new test was added.
```

>[!NOTE]
> The `quoted_column_with_dots` previously errored `with "Expected '"',
found '.'"` _when using **double quotes only**_. It now raises error
text expecting an `'or'` value; I didn't toil over finding where the
exception is clobbered, because the error message between single and
double quote exceptions is inconsistent and I didn't really consider
this a polished/first-class error message. If this change is an issue, I
can dig further to try and revert the wording change; IMO raising the
same exception type is more than reasonable to consider the change
non-breaking.

# Are there any user-facing changes?
Yes quoted identifiers are now supported
---
 pyiceberg/expressions/parser.py  | 13 ++++++++++++-
 tests/expressions/test_parser.py |  6 ++++--
 2 files changed, 16 insertions(+), 3 deletions(-)

diff --git a/pyiceberg/expressions/parser.py b/pyiceberg/expressions/parser.py
index bad2df9550..b9b6f9aba7 100644
--- a/pyiceberg/expressions/parser.py
+++ b/pyiceberg/expressions/parser.py
@@ -22,8 +22,10 @@
     DelimitedList,
     Group,
     MatchFirst,
+    ParseException,
     ParserElement,
     ParseResults,
+    QuotedString,
     Suppress,
     Word,
     alphanums,
@@ -79,7 +81,16 @@
 LIKE = CaselessKeyword("like")
 
 unquoted_identifier = Word(alphas + "_", alphanums + "_$")
-quoted_identifier = Suppress('"') + unquoted_identifier + Suppress('"')
+quoted_identifier = QuotedString('"', escChar="\\", unquoteResults=True)
+
+
+@quoted_identifier.set_parse_action
+def validate_quoted_identifier(result: ParseResults) -> str:
+    if "." in result[0]:
+        raise ParseException("Expected '\"', found '.'")
+    return result[0]
+
+
 identifier = MatchFirst([unquoted_identifier, quoted_identifier]).set_results_name("identifier")
 column = DelimitedList(identifier, delim=".", combine=False).set_results_name("column")
 
diff --git a/tests/expressions/test_parser.py b/tests/expressions/test_parser.py
index 807aabeb6f..064fdb8f68 100644
--- a/tests/expressions/test_parser.py
+++ b/tests/expressions/test_parser.py
@@ -230,9 +230,11 @@ def test_quoted_column_with_dots() -> None:
     with pytest.raises(ParseException) as exc_info:
         parser.parse("\"foo.bar\".baz = 'data'")
 
-    assert "Expected '\"', found '.'" in str(exc_info.value)
-
     with pytest.raises(ParseException) as exc_info:
         parser.parse("'foo.bar'.baz = 'data'")
 
     assert "Expected <= | <> | < | >= | > | == | = | !=, found '.'" in str(exc_info.value)
+
+
+def test_quoted_column_with_spaces() -> None:
+    assert EqualTo("Foo Bar", "data") == parser.parse("\"Foo Bar\" = 'data'")

From 42dd3ea465dd7aa7ccd2fbaf102c5b71e1686607 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 8 Apr 2025 06:01:02 -0700
Subject: [PATCH 102/357] Build: Bump typing-extensions from 4.12.2 to 4.13.1
 (#1897)

---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 095e182f33..a4ea75c95e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -5417,14 +5417,14 @@ setuptools = "*"
 
 [[package]]
 name = "typing-extensions"
-version = "4.12.2"
+version = "4.13.1"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev", "docs"]
 files = [
-    {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
-    {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
+    {file = "typing_extensions-4.13.1-py3-none-any.whl", hash = "sha256:4b6cf02909eb5495cfbc3f6e8fd49217e6cc7944e145cdda8caa3734777f9e69"},
+    {file = "typing_extensions-4.13.1.tar.gz", hash = "sha256:98795af00fb9640edec5b8e31fc647597b4691f099ad75f469a2616be1a76dff"},
 ]
 markers = {docs = "python_version <= \"3.10\""}
 
@@ -5934,4 +5934,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "5ddf5059db3fad6409411fe31f1e67e5bb724e39ab4ad288be6c578dade0b67c"
+content-hash = "e4cb99c81b0c0e9e31e9c133a94b5308b03fda762acbdabb2d52d68eb1e46175"
diff --git a/pyproject.toml b/pyproject.toml
index 7ecd443ee1..688f364693 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -93,7 +93,7 @@ fastavro = "1.10.0"
 coverage = { version = "^7.4.2", extras = ["toml"] }
 requests-mock = "1.12.1"
 moto = { version = "^5.0.2", extras = ["server"] }
-typing-extensions = "4.12.2"
+typing-extensions = "4.13.1"
 pytest-mock = "3.14.0"
 pyspark = "3.5.5"
 cython = "3.0.12"

From 353c0d807a3e6f32b404149876ad505f2b70dd05 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 8 Apr 2025 06:01:21 -0700
Subject: [PATCH 103/357] Build: Bump tenacity from 9.0.0 to 9.1.2 (#1896)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [tenacity](https://github.com/jd/tenacity) from 9.0.0 to 9.1.2.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/jd/tenacity/releases">tenacity's
releases</a>.</em></p>
<blockquote>
<h2>9.1.2</h2>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/jd/tenacity/compare/9.1.1...9.1.2">https://github.com/jd/tenacity/compare/9.1.1...9.1.2</a></p>
<h2>9.1.1</h2>
<h2>What's Changed</h2>
<ul>
<li>Test with Python 3.13 by <a
href="https://github.com/edgarrmondragon"><code>@​edgarrmondragon</code></a>
in <a
href="https://redirect.github.com/jd/tenacity/pull/480">jd/tenacity#480</a></li>
<li>ci: remove Python 3.8 support by <a
href="https://github.com/jd"><code>@​jd</code></a> in <a
href="https://redirect.github.com/jd/tenacity/pull/515">jd/tenacity#515</a></li>
<li>fix: return &quot;Self&quot; from &quot;BaseRetrying.copy&quot; by
<a href="https://github.com/ThirVondukr"><code>@​ThirVondukr</code></a>
in <a
href="https://redirect.github.com/jd/tenacity/pull/518">jd/tenacity#518</a></li>
<li>ci: upload on PyPI using trusted publishing by <a
href="https://github.com/jd"><code>@​jd</code></a> in <a
href="https://redirect.github.com/jd/tenacity/pull/520">jd/tenacity#520</a></li>
<li>Add re.Pattern to allowed match types by <a
href="https://github.com/robertschweizer"><code>@​robertschweizer</code></a>
in <a
href="https://redirect.github.com/jd/tenacity/pull/497">jd/tenacity#497</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a
href="https://github.com/Young-Lord"><code>@​Young-Lord</code></a> made
their first contribution in <a
href="https://redirect.github.com/jd/tenacity/pull/491">jd/tenacity#491</a></li>
<li><a
href="https://github.com/edgarrmondragon"><code>@​edgarrmondragon</code></a>
made their first contribution in <a
href="https://redirect.github.com/jd/tenacity/pull/480">jd/tenacity#480</a></li>
<li><a
href="https://github.com/ThirVondukr"><code>@​ThirVondukr</code></a>
made their first contribution in <a
href="https://redirect.github.com/jd/tenacity/pull/518">jd/tenacity#518</a></li>
<li><a
href="https://github.com/robertschweizer"><code>@​robertschweizer</code></a>
made their first contribution in <a
href="https://redirect.github.com/jd/tenacity/pull/497">jd/tenacity#497</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/jd/tenacity/compare/9.0.0...9.1.0">https://github.com/jd/tenacity/compare/9.0.0...9.1.0</a></p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/jd/tenacity/commit/62787c34bb052d28d814bc07e5c3caed22cd73a2"><code>62787c3</code></a>
ci: fix build</li>
<li><a
href="https://github.com/jd/tenacity/commit/2b173a1039009773dbf5d377f95cc8aabe83bf58"><code>2b173a1</code></a>
ci: fix typo</li>
<li><a
href="https://github.com/jd/tenacity/commit/a44271f3d7d917d81e432ce7f85d448b437b4e41"><code>a44271f</code></a>
fix: Add re.Pattern to allowed match types (<a
href="https://redirect.github.com/jd/tenacity/issues/497">#497</a>)</li>
<li><a
href="https://github.com/jd/tenacity/commit/b4dfa3fe88707f42561d11dea4bca06c45fb5523"><code>b4dfa3f</code></a>
chore(deps): bump actions/setup-python in the github-actions group (<a
href="https://redirect.github.com/jd/tenacity/issues/522">#522</a>)</li>
<li><a
href="https://github.com/jd/tenacity/commit/f9a879c531ff4be938309aae6c69f46fc5b732d8"><code>f9a879c</code></a>
ci: upload on PyPI using trusted publishing (<a
href="https://redirect.github.com/jd/tenacity/issues/520">#520</a>)</li>
<li><a
href="https://github.com/jd/tenacity/commit/bfbf17314612b8546a650c4b56d6c6438e6857df"><code>bfbf173</code></a>
fix: return &quot;Self&quot; from &quot;BaseRetrying.copy&quot; (<a
href="https://redirect.github.com/jd/tenacity/issues/518">#518</a>)</li>
<li><a
href="https://github.com/jd/tenacity/commit/212c47c05fec89c3aca8c4fec0b426c9f33036e8"><code>212c47c</code></a>
ci: update ubuntu image (<a
href="https://redirect.github.com/jd/tenacity/issues/516">#516</a>)</li>
<li><a
href="https://github.com/jd/tenacity/commit/3e2c18175944c1896a1065809db15378d545cdce"><code>3e2c181</code></a>
ci: remove Python 3.8 support (<a
href="https://redirect.github.com/jd/tenacity/issues/515">#515</a>)</li>
<li><a
href="https://github.com/jd/tenacity/commit/320335902409ed2e09f21cb83431de7ee7a0c2a6"><code>3203359</code></a>
Test with Python 3.13 (<a
href="https://redirect.github.com/jd/tenacity/issues/480">#480</a>)</li>
<li><a
href="https://github.com/jd/tenacity/commit/72db2740cab8248d2d9b7b9a0716cb1ea9867051"><code>72db274</code></a>
chore(deps): bump actions/setup-python in the github-actions group (<a
href="https://redirect.github.com/jd/tenacity/issues/513">#513</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/jd/tenacity/compare/9.0.0...9.1.2">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index a4ea75c95e..f510eb4b7c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -5282,14 +5282,14 @@ dev = ["hypothesis (>=6.70.0)", "pytest (>=7.1.0)"]
 
 [[package]]
 name = "tenacity"
-version = "9.0.0"
+version = "9.1.2"
 description = "Retry code until it succeeds"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "tenacity-9.0.0-py3-none-any.whl", hash = "sha256:93de0c98785b27fcf659856aa9f54bfbd399e29969b0621bc7f762bd441b4539"},
-    {file = "tenacity-9.0.0.tar.gz", hash = "sha256:807f37ca97d62aa361264d497b0e31e92b8027044942bfa756160d908320d73b"},
+    {file = "tenacity-9.1.2-py3-none-any.whl", hash = "sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138"},
+    {file = "tenacity-9.1.2.tar.gz", hash = "sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb"},
 ]
 
 [package.extras]

From eab4040a372df01ffdc5f2eff635195fa3904bf8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 8 Apr 2025 06:02:42 -0700
Subject: [PATCH 104/357] Build: Bump mypy-boto3-glue from 1.37.13 to 1.37.29
 (#1892)

---
 poetry.lock | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index f510eb4b7c..c88278dfdc 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3061,15 +3061,15 @@ typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "mypy-boto3-glue"
-version = "1.37.13"
-description = "Type annotations for boto3 Glue 1.37.13 service generated with mypy-boto3-builder 8.10.0"
+version = "1.37.29"
+description = "Type annotations for boto3 Glue 1.37.29 service generated with mypy-boto3-builder 8.10.1"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"glue\""
 files = [
-    {file = "mypy_boto3_glue-1.37.13-py3-none-any.whl", hash = "sha256:29c544edfba503077cedeb1eb0cecc9fe9a8c11bc2acde4decc32222a31f9b78"},
-    {file = "mypy_boto3_glue-1.37.13.tar.gz", hash = "sha256:16b25fb94e797d4337a71b787b2fca2e68170f7c13b3a3e592c08e04243589b0"},
+    {file = "mypy_boto3_glue-1.37.29-py3-none-any.whl", hash = "sha256:b17f035f4574c636f5ebdf7c9109ba2a31bde5920b66ea4302a3e87234c502a8"},
+    {file = "mypy_boto3_glue-1.37.29.tar.gz", hash = "sha256:2cbef39fd5a307b3721583766ece785fdbf98be6b1d86a430c5ccc726eade4dd"},
 ]
 
 [package.dependencies]

From bf0ce62a8b9804c35f303c60261a928e8fef8bc4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 8 Apr 2025 06:04:50 -0700
Subject: [PATCH 105/357] Build: Bump getdaft from 0.4.8 to 0.4.9 (#1890)

---
 poetry.lock | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index c88278dfdc..4ba1150a8a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1605,19 +1605,19 @@ gcsfuse = ["fusepy"]
 
 [[package]]
 name = "getdaft"
-version = "0.4.8"
+version = "0.4.9"
 description = "Distributed Dataframes for Multimodal Data"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"daft\""
 files = [
-    {file = "getdaft-0.4.8-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:609e59d4b8e87acbacaa3abc59a941c98fd2f4179f19223b79bb19427d4f7e35"},
-    {file = "getdaft-0.4.8-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:006412c1966696ef2408bf50b5a88c5eb946456488ae0358d6d09719faeaddf5"},
-    {file = "getdaft-0.4.8-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:ed7976e70a8810174f9815af7a8ea69fb962d3e8f51dc8a0782e222569be66d3"},
-    {file = "getdaft-0.4.8-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:c3a8651cdeae5ba05e4fe2367f2fb818d0d9a99fa3be2ab1b9c0f7100c0d38bb"},
-    {file = "getdaft-0.4.8-cp39-abi3-win_amd64.whl", hash = "sha256:f3c6d9fc52be167fa8b9d3cda6d916dcb23326757c285d1d0cea386d844068e1"},
-    {file = "getdaft-0.4.8.tar.gz", hash = "sha256:5cbf1ef6e509ffd104bc8ea8ce10b3c7ce480291e966fab2884833e5838d8255"},
+    {file = "getdaft-0.4.9-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:badffa87abaa995eff81becb4d91f3cb7f77784f2d65c04a4d5e816796b87ef3"},
+    {file = "getdaft-0.4.9-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:f185ed63dc2ebd51f9296a3815827d6d27d53d0b9f81f77b0ca7b8257b7a0d6a"},
+    {file = "getdaft-0.4.9-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:eed6cdf70f6f9ed767749042e6f0ed1d6d2b495aae113cfcd57b4a9cf318a42c"},
+    {file = "getdaft-0.4.9-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:5d7f1bde9f272b56a5a51e662fe5a9e3f4ec5689e55f7892b02160049c9f4304"},
+    {file = "getdaft-0.4.9-cp39-abi3-win_amd64.whl", hash = "sha256:cb84ca2973689dd4668a3bc8540c4952e82f498252754f9512b48a7cd45f86c9"},
+    {file = "getdaft-0.4.9.tar.gz", hash = "sha256:dcb780b99d7f591844f428d5c7de457fd800813ea90e50077c5f112d8ce6fe5b"},
 ]
 
 [package.dependencies]

From 74706a35d2ede30c81a96c44dbc1c5889e3a4cb3 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Tue, 8 Apr 2025 07:07:14 -0700
Subject: [PATCH 106/357] CI: Use Java 1.9.0-SNAPSHOT for testing (#1899)

With https://github.com/apache/iceberg/pull/12593/ Row lineage is
required and Spark uses Java 1.8.0 that does not write the required
`first-row-id` field in the snapshot.

Therefore, I think it would be good to just use the SNAPSHOT for now
until it gets released. We can easily revert the PR once that's done.

Closes #1898

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 dev/Dockerfile | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/dev/Dockerfile b/dev/Dockerfile
index bb43ea1df8..97f6ac642f 100644
--- a/dev/Dockerfile
+++ b/dev/Dockerfile
@@ -39,7 +39,7 @@ WORKDIR ${SPARK_HOME}
 # Remember to also update `tests/conftest`'s spark setting
 ENV SPARK_VERSION=3.5.4
 ENV ICEBERG_SPARK_RUNTIME_VERSION=3.5_2.12
-ENV ICEBERG_VERSION=1.8.0
+ENV ICEBERG_VERSION=1.9.0-SNAPSHOT
 ENV PYICEBERG_VERSION=0.9.0
 
 RUN curl --retry 5 -s -C - https://archive.apache.org/dist/spark/spark-${SPARK_VERSION}/spark-${SPARK_VERSION}-bin-hadoop3.tgz -o spark-${SPARK_VERSION}-bin-hadoop3.tgz \
@@ -47,12 +47,12 @@ RUN curl --retry 5 -s -C - https://archive.apache.org/dist/spark/spark-${SPARK_V
  && rm -rf spark-${SPARK_VERSION}-bin-hadoop3.tgz
 
 # Download iceberg spark runtime
-RUN curl --retry 5 -s https://repo1.maven.org/maven2/org/apache/iceberg/iceberg-spark-runtime-${ICEBERG_SPARK_RUNTIME_VERSION}/${ICEBERG_VERSION}/iceberg-spark-runtime-${ICEBERG_SPARK_RUNTIME_VERSION}-${ICEBERG_VERSION}.jar \
+RUN curl --retry 5 -s https://repository.apache.org/content/groups/snapshots/org/apache/iceberg/iceberg-spark-runtime-3.5_2.12/1.9.0-SNAPSHOT/iceberg-spark-runtime-3.5_2.12-1.9.0-20250408.001846-43.jar \
       -Lo /opt/spark/jars/iceberg-spark-runtime-${ICEBERG_SPARK_RUNTIME_VERSION}-${ICEBERG_VERSION}.jar
 
 
 # Download AWS bundle
-RUN curl --retry 5 -s https://repo1.maven.org/maven2/org/apache/iceberg/iceberg-aws-bundle/${ICEBERG_VERSION}/iceberg-aws-bundle-${ICEBERG_VERSION}.jar \
+RUN curl --retry 5 -s https://repository.apache.org/content/groups/snapshots/org/apache/iceberg/iceberg-aws-bundle/1.9.0-SNAPSHOT/iceberg-aws-bundle-1.9.0-20250408.002722-86.jar \
       -Lo /opt/spark/jars/iceberg-aws-bundle-${ICEBERG_VERSION}.jar
 
 COPY spark-defaults.conf /opt/spark/conf

From cbd142fd17b7c8be468f88dc553e20b29b822097 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 8 Apr 2025 07:43:15 -0700
Subject: [PATCH 107/357] Build: Bump moto from 5.1.1 to 5.1.3 (#1889)

---
 poetry.lock | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 4ba1150a8a..74aa3b74cb 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2762,21 +2762,21 @@ type = ["mypy (==1.14.1)"]
 
 [[package]]
 name = "moto"
-version = "5.1.1"
+version = "5.1.3"
 description = "A library that allows you to easily mock out tests based on AWS infrastructure"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "moto-5.1.1-py3-none-any.whl", hash = "sha256:615904d6210431950a59a2bdec365d60e791eacbe3dd07a3a5d742c88ef847dd"},
-    {file = "moto-5.1.1.tar.gz", hash = "sha256:5b25dbc62cccd9f36ef062c870db49d976b241129024fab049e2d3d1296e2a57"},
+    {file = "moto-5.1.3-py3-none-any.whl", hash = "sha256:6355b4c7208bd8d884354127824989034f1979da7b96d6e9789a0f934c0f7d6c"},
+    {file = "moto-5.1.3.tar.gz", hash = "sha256:078e73f6fe27a76283f82c6c5507b9c32c0d5cfe32ad4a3d1434f62798da6166"},
 ]
 
 [package.dependencies]
 antlr4-python3-runtime = {version = "*", optional = true, markers = "extra == \"server\""}
 aws-xray-sdk = {version = ">=0.93,<0.96 || >0.96", optional = true, markers = "extra == \"server\""}
 boto3 = ">=1.9.201"
-botocore = ">=1.14.0,<1.35.45 || >1.35.45,<1.35.46 || >1.35.46"
+botocore = ">=1.20.88,<1.35.45 || >1.35.45,<1.35.46 || >1.35.46"
 cfn-lint = {version = ">=0.40.0", optional = true, markers = "extra == \"server\""}
 cryptography = ">=35.0.0"
 docker = {version = ">=3.0.0", optional = true, markers = "extra == \"server\""}

From f17dac9e4d5e41fd626402ac1cc08808ef17b9e8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 8 Apr 2025 07:43:34 -0700
Subject: [PATCH 108/357] Build: Bump mkdocs-material from 9.6.10 to 9.6.11
 (#1891)

---
 poetry.lock    | 10 +++++-----
 pyproject.toml |  2 +-
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 74aa3b74cb..f15a4451d7 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2562,21 +2562,21 @@ mkdocs = ">=1.4.1"
 
 [[package]]
 name = "mkdocs-material"
-version = "9.6.10"
+version = "9.6.11"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
 groups = ["docs"]
 files = [
-    {file = "mkdocs_material-9.6.10-py3-none-any.whl", hash = "sha256:36168548df4e2ddeb9a334ddae4ab9c388ccfea4dd50ffee657d22b93dcb1c3e"},
-    {file = "mkdocs_material-9.6.10.tar.gz", hash = "sha256:25a453c1f24f34fcf1f53680c03d2c1421b52ce5247f4468153c87a70cd5f1fc"},
+    {file = "mkdocs_material-9.6.11-py3-none-any.whl", hash = "sha256:47f21ef9cbf4f0ebdce78a2ceecaa5d413581a55141e4464902224ebbc0b1263"},
+    {file = "mkdocs_material-9.6.11.tar.gz", hash = "sha256:0b7f4a0145c5074cdd692e4362d232fb25ef5b23328d0ec1ab287af77cc0deff"},
 ]
 
 [package.dependencies]
 babel = ">=2.10,<3.0"
 backrefs = ">=5.7.post1,<6.0"
 colorama = ">=0.4,<1.0"
-jinja2 = ">=3.0,<4.0"
+jinja2 = ">=3.1,<4.0"
 markdown = ">=3.2,<4.0"
 mkdocs = ">=1.6,<2.0"
 mkdocs-material-extensions = ">=1.3,<2.0"
@@ -5934,4 +5934,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "e4cb99c81b0c0e9e31e9c133a94b5308b03fda762acbdabb2d52d68eb1e46175"
+content-hash = "094d501e78c5c99a2e6013e09d484c9f49e14f3027ece52b80384b9d60f62177"
diff --git a/pyproject.toml b/pyproject.toml
index 688f364693..4e09a2e426 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -111,7 +111,7 @@ mkdocstrings-python = "1.16.8"
 mkdocs-literate-nav = "0.6.2"
 mkdocs-autorefs = "1.4.1"
 mkdocs-gen-files = "0.5.0"
-mkdocs-material = "9.6.10"
+mkdocs-material = "9.6.11"
 mkdocs-material-extensions = "1.3.1"
 mkdocs-section-index = "0.3.9"
 

From 7976afe40f014ff5ca84a0e05bbe8cf4d7f7db6f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 8 Apr 2025 13:34:07 -0700
Subject: [PATCH 109/357] Build: Bump mkdocs-section-index from 0.3.9 to 0.3.10
 (#1895)

---
 poetry.lock    | 10 +++++-----
 pyproject.toml |  2 +-
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index f15a4451d7..749179d6d5 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2604,14 +2604,14 @@ files = [
 
 [[package]]
 name = "mkdocs-section-index"
-version = "0.3.9"
+version = "0.3.10"
 description = "MkDocs plugin to allow clickable sections that lead to an index page"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "mkdocs_section_index-0.3.9-py3-none-any.whl", hash = "sha256:5e5eb288e8d7984d36c11ead5533f376fdf23498f44e903929d72845b24dfe34"},
-    {file = "mkdocs_section_index-0.3.9.tar.gz", hash = "sha256:b66128d19108beceb08b226ee1ba0981840d14baf8a652b6c59e650f3f92e4f8"},
+    {file = "mkdocs_section_index-0.3.10-py3-none-any.whl", hash = "sha256:bc27c0d0dc497c0ebaee1fc72839362aed77be7318b5ec0c30628f65918e4776"},
+    {file = "mkdocs_section_index-0.3.10.tar.gz", hash = "sha256:a82afbda633c82c5568f0e3b008176b9b365bf4bd8b6f919d6eff09ee146b9f8"},
 ]
 
 [package.dependencies]
@@ -5934,4 +5934,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "094d501e78c5c99a2e6013e09d484c9f49e14f3027ece52b80384b9d60f62177"
+content-hash = "97299308ea4f40befbc6809d9e57133f4a5a3ed3a453a9d4a1ee50a15cf4f3ce"
diff --git a/pyproject.toml b/pyproject.toml
index 4e09a2e426..a7f730ec25 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -113,7 +113,7 @@ mkdocs-autorefs = "1.4.1"
 mkdocs-gen-files = "0.5.0"
 mkdocs-material = "9.6.11"
 mkdocs-material-extensions = "1.3.1"
-mkdocs-section-index = "0.3.9"
+mkdocs-section-index = "0.3.10"
 
 [[tool.mypy.overrides]]
 module = "pytest_mock.*"

From 0524240c1b31632d838931e9eb65b905fcedf5fe Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 8 Apr 2025 14:02:00 -0700
Subject: [PATCH 110/357] Build: Bump griffe from 1.7.1 to 1.7.2 (#1894)

---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 749179d6d5..d8a7bb996f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1970,14 +1970,14 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "griffe"
-version = "1.7.1"
+version = "1.7.2"
 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "griffe-1.7.1-py3-none-any.whl", hash = "sha256:37a7f15233937d723ddc969fa4117fdd03988885c16938dc43bccdfe8fa4d02d"},
-    {file = "griffe-1.7.1.tar.gz", hash = "sha256:464730d0e95d0afd038e699a5f7276d7438d0712db0c489a17e761f70e011507"},
+    {file = "griffe-1.7.2-py3-none-any.whl", hash = "sha256:1ed9c2e338a75741fc82083fe5a1bc89cb6142efe126194cc313e34ee6af5423"},
+    {file = "griffe-1.7.2.tar.gz", hash = "sha256:98d396d803fab3b680c2608f300872fd57019ed82f0672f5b5323a9ad18c540c"},
 ]
 
 [package.dependencies]
@@ -5934,4 +5934,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "97299308ea4f40befbc6809d9e57133f4a5a3ed3a453a9d4a1ee50a15cf4f3ce"
+content-hash = "5c1ada8c48d374153b550dbf1919b1ca917f18bf099c9d2d0dc13e67e2adb79d"
diff --git a/pyproject.toml b/pyproject.toml
index a7f730ec25..fac039f46d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -104,7 +104,7 @@ docutils = "!=0.21.post1"   # https://github.com/python-poetry/poetry/issues/924
 [tool.poetry.group.docs.dependencies]
 # for mkdocs
 mkdocs = "1.6.1"
-griffe = "1.7.1"
+griffe = "1.7.2"
 jinja2 = "3.1.6"
 mkdocstrings = "0.29.1"
 mkdocstrings-python = "1.16.8"

From f74426fab276b86ea810f915c2de257388903dd3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 8 Apr 2025 15:40:56 -0700
Subject: [PATCH 111/357] Build: Bump mkdocstrings-python from 1.16.8 to
 1.16.10 (#1893)

---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index d8a7bb996f..aa88478d11 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2645,14 +2645,14 @@ python-legacy = ["mkdocstrings-python-legacy (>=0.2.1)"]
 
 [[package]]
 name = "mkdocstrings-python"
-version = "1.16.8"
+version = "1.16.10"
 description = "A Python handler for mkdocstrings."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "mkdocstrings_python-1.16.8-py3-none-any.whl", hash = "sha256:211b7aaf776cd45578ecb531e5ad0d3a35a8be9101a6bfa10de38a69af9d8fd8"},
-    {file = "mkdocstrings_python-1.16.8.tar.gz", hash = "sha256:9453ccae69be103810c1cf6435ce71c8f714ae37fef4d87d16aa92a7c800fe1d"},
+    {file = "mkdocstrings_python-1.16.10-py3-none-any.whl", hash = "sha256:63bb9f01f8848a644bdb6289e86dc38ceddeaa63ecc2e291e3b2ca52702a6643"},
+    {file = "mkdocstrings_python-1.16.10.tar.gz", hash = "sha256:f9eedfd98effb612ab4d0ed6dd2b73aff6eba5215e0a65cea6d877717f75502e"},
 ]
 
 [package.dependencies]
@@ -5934,4 +5934,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "5c1ada8c48d374153b550dbf1919b1ca917f18bf099c9d2d0dc13e67e2adb79d"
+content-hash = "971f7e3cf8c3916787f973b6f939be4fcf69c6137d2eb168e6ee1956391ae2a6"
diff --git a/pyproject.toml b/pyproject.toml
index fac039f46d..2d8da4b9ff 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -107,7 +107,7 @@ mkdocs = "1.6.1"
 griffe = "1.7.2"
 jinja2 = "3.1.6"
 mkdocstrings = "0.29.1"
-mkdocstrings-python = "1.16.8"
+mkdocstrings-python = "1.16.10"
 mkdocs-literate-nav = "0.6.2"
 mkdocs-autorefs = "1.4.1"
 mkdocs-gen-files = "0.5.0"

From ef6c286530e459f497c7f63d7e03ed781af192aa Mon Sep 17 00:00:00 2001
From: koenvo <info@koenvossen.nl>
Date: Thu, 10 Apr 2025 00:35:34 +0200
Subject: [PATCH 112/357] Temporary fix for filtering on empty batches (#1901)

Potential fix for https://github.com/apache/iceberg-python/issues/1804

Might want to write a test, but not sure yet how to reproduce without
using glue.

Closes https://github.com/apache/iceberg-python/issues/1804
---
 pyiceberg/io/pyarrow.py | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index a1fa696f38..99223f1253 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -1441,11 +1441,15 @@ def _task_to_record_batches(
 
             # Apply the user filter
             if pyarrow_filter is not None:
-                current_batch = current_batch.filter(pyarrow_filter)
+                # Temporary fix until PyArrow 21 is released ( https://github.com/apache/arrow/pull/46057 )
+                table = pa.Table.from_batches([current_batch])
+                table = table.filter(pyarrow_filter)
                 # skip empty batches
-                if current_batch.num_rows == 0:
+                if table.num_rows == 0:
                     continue
 
+                current_batch = table.combine_chunks().to_batches()[0]
+
             result_batch = _to_requested_schema(
                 projected_schema,
                 file_project_schema,

From 28fc914a72d670a7964bc2809d91117a68b2c6e3 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Sun, 13 Apr 2025 17:46:30 +0200
Subject: [PATCH 113/357] Bump Snapshot versions (#1907)

# Rationale for this change

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 dev/Dockerfile | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/dev/Dockerfile b/dev/Dockerfile
index 97f6ac642f..a3f8795d26 100644
--- a/dev/Dockerfile
+++ b/dev/Dockerfile
@@ -47,12 +47,12 @@ RUN curl --retry 5 -s -C - https://archive.apache.org/dist/spark/spark-${SPARK_V
  && rm -rf spark-${SPARK_VERSION}-bin-hadoop3.tgz
 
 # Download iceberg spark runtime
-RUN curl --retry 5 -s https://repository.apache.org/content/groups/snapshots/org/apache/iceberg/iceberg-spark-runtime-3.5_2.12/1.9.0-SNAPSHOT/iceberg-spark-runtime-3.5_2.12-1.9.0-20250408.001846-43.jar \
+RUN curl --retry 5 -s https://repository.apache.org/content/groups/snapshots/org/apache/iceberg/iceberg-spark-runtime-3.5_2.12/1.9.0-SNAPSHOT/iceberg-spark-runtime-3.5_2.12-1.9.0-20250409.001855-44.jar \
       -Lo /opt/spark/jars/iceberg-spark-runtime-${ICEBERG_SPARK_RUNTIME_VERSION}-${ICEBERG_VERSION}.jar
 
 
 # Download AWS bundle
-RUN curl --retry 5 -s https://repository.apache.org/content/groups/snapshots/org/apache/iceberg/iceberg-aws-bundle/1.9.0-SNAPSHOT/iceberg-aws-bundle-1.9.0-20250408.002722-86.jar \
+RUN curl --retry 5 -s https://repository.apache.org/content/groups/snapshots/org/apache/iceberg/iceberg-aws-bundle/1.9.0-SNAPSHOT/iceberg-aws-bundle-1.9.0-20250409.002731-88.jar \
       -Lo /opt/spark/jars/iceberg-aws-bundle-${ICEBERG_VERSION}.jar
 
 COPY spark-defaults.conf /opt/spark/conf

From d1c823e5a62c64c7f9f245b54371061c0a096497 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 14 Apr 2025 20:45:58 -0400
Subject: [PATCH 114/357] Build: Bump duckdb from 1.2.1 to 1.2.2 (#1916)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [duckdb](https://github.com/duckdb/duckdb) from 1.2.1 to 1.2.2.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/duckdb/duckdb/releases">duckdb's
releases</a>.</em></p>
<blockquote>
<h2>v1.2.2 Bugfix Release</h2>
<p>This is a bug fix release for various issues discovered after we
released 1.2.1. There are no new major features, just bug fixes.
Database files created by DuckDB versions all the way back to v0.9.* can
be read by this version.</p>
<h2>What's Changed</h2>
<ul>
<li>[Python] Fix deadlock in <code>from_parquet</code> with
<code>file_globs</code> caused by not releasing the GIL by <a
href="https://github.com/Tishj"><code>@​Tishj</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16522">duckdb/duckdb#16522</a></li>
<li>[Python] Fix some stubs issues by <a
href="https://github.com/Tishj"><code>@​Tishj</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16523">duckdb/duckdb#16523</a></li>
<li>[Dev] Fix issues in the benchmark runner related to the serialized
<code>storage_version</code> by <a
href="https://github.com/Tishj"><code>@​Tishj</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16533">duckdb/duckdb#16533</a></li>
<li>Set estimated cardinality to newly created logical operators by <a
href="https://github.com/jeewonhh"><code>@​jeewonhh</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16528">duckdb/duckdb#16528</a></li>
<li>custom_extension_repository to also be the default
autoinstall_extension_repository by <a
href="https://github.com/carlopi"><code>@​carlopi</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16459">duckdb/duckdb#16459</a></li>
<li>[Python Dev] No longer trigger a DeprecationWarning when using a UDF
by <a href="https://github.com/Tishj"><code>@​Tishj</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16433">duckdb/duckdb#16433</a></li>
<li>Fixup problems connected to prep to 1.2.1 by <a
href="https://github.com/carlopi"><code>@​carlopi</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16578">duckdb/duckdb#16578</a></li>
<li>Give preference to quote=escape if we can't do better by <a
href="https://github.com/pdet"><code>@​pdet</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16584">duckdb/duckdb#16584</a></li>
<li>Max ART key length by <a
href="https://github.com/taniabogatsch"><code>@​taniabogatsch</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16588">duckdb/duckdb#16588</a></li>
<li>Issue <a
href="https://redirect.github.com/duckdb/duckdb/issues/16617">#16617</a>:
Window Constant Finalize by <a
href="https://github.com/hawkfish"><code>@​hawkfish</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16628">duckdb/duckdb#16628</a></li>
<li>[Fix] Index scan - Move the table scan state into the local state by
<a
href="https://github.com/taniabogatsch"><code>@​taniabogatsch</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16650">duckdb/duckdb#16650</a></li>
<li>[Fix] Perform eager constraint checking during physical batch insert
by <a
href="https://github.com/taniabogatsch"><code>@​taniabogatsch</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16651">duckdb/duckdb#16651</a></li>
<li>[Python] Don't push down <code>OPTIONAL_FILTER</code> into
<code>pyarrow</code> for the arrow scan. by <a
href="https://github.com/Tishj"><code>@​Tishj</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16657">duckdb/duckdb#16657</a></li>
<li>move OrderPreservationRecursive to physical_plan_generator.hpp by <a
href="https://github.com/jeewonhh"><code>@​jeewonhh</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16656">duckdb/duckdb#16656</a></li>
<li>Add libs folder to bundled static libs by <a
href="https://github.com/taniabogatsch"><code>@​taniabogatsch</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16655">duckdb/duckdb#16655</a></li>
<li>Avoid UMA by <a
href="https://github.com/krlmlr"><code>@​krlmlr</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16641">duckdb/duckdb#16641</a></li>
<li>Avoid UMA by <a
href="https://github.com/krlmlr"><code>@​krlmlr</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16643">duckdb/duckdb#16643</a></li>
<li>Avoid UMA by <a
href="https://github.com/krlmlr"><code>@​krlmlr</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16642">duckdb/duckdb#16642</a></li>
<li>Several fixes for CSV fuzzer tests by <a
href="https://github.com/pdet"><code>@​pdet</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16636">duckdb/duckdb#16636</a></li>
<li>FSST Fix: Correctly detect the situation where we have 3 bytes
remaining by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16688">duckdb/duckdb#16688</a></li>
<li>Fix <a
href="https://redirect.github.com/duckdb/duckdb/issues/16627">#16627</a>:
handle DISTINCT FROM and NOT DISTINCT FROM in zone-map pushdown by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16691">duckdb/duckdb#16691</a></li>
<li>Fix <a
href="https://redirect.github.com/duckdb/duckdb/issues/16554">#16554</a>:
emit blobs as part of .dump by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16693">duckdb/duckdb#16693</a></li>
<li>add avro by <a
href="https://github.com/samansmink"><code>@​samansmink</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16708">duckdb/duckdb#16708</a></li>
<li>Issue <a
href="https://redirect.github.com/duckdb/duckdb/issues/16652">#16652</a>:
Implicit Ordered Aggregation by <a
href="https://github.com/hawkfish"><code>@​hawkfish</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16718">duckdb/duckdb#16718</a></li>
<li>Issue <a
href="https://redirect.github.com/duckdb/duckdb/issues/16649">#16649</a>:
SelectNth Remainders by <a
href="https://github.com/hawkfish"><code>@​hawkfish</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16705">duckdb/duckdb#16705</a></li>
<li>[Dev] Fix <code>EXPORT DATABASE</code> missing semicolons in
produced <code>schema.sql</code> by <a
href="https://github.com/Tishj"><code>@​Tishj</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16723">duckdb/duckdb#16723</a></li>
<li>Always throw the error that happens the earliest in the CSV Reader
by <a href="https://github.com/pdet"><code>@​pdet</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16728">duckdb/duckdb#16728</a></li>
<li>Fix <a
href="https://redirect.github.com/duckdb/duckdb/issues/16662">#16662</a>
by <a href="https://github.com/lnkuiper"><code>@​lnkuiper</code></a> in
<a
href="https://redirect.github.com/duckdb/duckdb/pull/16732">duckdb/duckdb#16732</a></li>
<li>[Test] Add missing test for eager-constraint checking fix by <a
href="https://github.com/taniabogatsch"><code>@​taniabogatsch</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16745">duckdb/duckdb#16745</a></li>
<li>Clamp reported memory in duckdb_memory by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16753">duckdb/duckdb#16753</a></li>
<li>CLI <code>-help</code>: Fix default value for -nullvalue by <a
href="https://github.com/carlopi"><code>@​carlopi</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16755">duckdb/duckdb#16755</a></li>
<li>Apply RLE fix to v1.2 by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16756">duckdb/duckdb#16756</a></li>
<li>[Arrow] Setting schema of the keys to not null for maps and properly
write Null columns to arrow by <a
href="https://github.com/pdet"><code>@​pdet</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16711">duckdb/duckdb#16711</a></li>
<li>Fix min/max values in numeric cast exception message by <a
href="https://github.com/abramk"><code>@​abramk</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16777">duckdb/duckdb#16777</a></li>
<li>[ADBC] Add wrapper to connection new, set options at connection
init, if any. by <a
href="https://github.com/pdet"><code>@​pdet</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16748">duckdb/duckdb#16748</a></li>
<li>Remove delta from extensions built on a nightly basis (vs
1.2-histrionicus) by <a
href="https://github.com/carlopi"><code>@​carlopi</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16794">duckdb/duckdb#16794</a></li>
<li><code>PhysicalTopN</code>: Buffer-allocated <code>StringHeap</code>
by <a href="https://github.com/lnkuiper"><code>@​lnkuiper</code></a> in
<a
href="https://redirect.github.com/duckdb/duckdb/pull/16770">duckdb/duckdb#16770</a></li>
<li>[chore] Add v1.2.2 to storage versions, preparation for upcoming
patch release by <a
href="https://github.com/carlopi"><code>@​carlopi</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16799">duckdb/duckdb#16799</a></li>
<li>Fix issue when line is empty by <a
href="https://github.com/pdet"><code>@​pdet</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16823">duckdb/duckdb#16823</a></li>
<li>Add extra check in normalize for commit, rollback and abort by <a
href="https://github.com/pdet"><code>@​pdet</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16802">duckdb/duckdb#16802</a></li>
<li>Fix <a
href="https://redirect.github.com/duckdb/duckdb/issues/16783">#16783</a>:
Fix DistributivityRule by <a
href="https://github.com/flashmouse"><code>@​flashmouse</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16804">duckdb/duckdb#16804</a></li>
<li>Internal <a
href="https://redirect.github.com/duckdb/duckdb/issues/4492">#4492</a>:
Ignore Nulls Orrification by <a
href="https://github.com/hawkfish"><code>@​hawkfish</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16837">duckdb/duckdb#16837</a></li>
<li>Fix <a
href="https://redirect.github.com/duckdb/duckdb/issues/16836">#16836</a>:
rewrite main column data in case of an update that only modifies the
validity by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16851">duckdb/duckdb#16851</a></li>
<li>Initialize type by <a
href="https://github.com/pdet"><code>@​pdet</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16848">duckdb/duckdb#16848</a></li>
<li>[CSV Reader] Add check on ever quoted for candidate selection by <a
href="https://github.com/pdet"><code>@​pdet</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16868">duckdb/duckdb#16868</a></li>
<li>Clean up partial deletes when encountering a transaction conflict in
a vector by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/16905">duckdb/duckdb#16905</a></li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/duckdb/duckdb/commit/d3970ae863320b456e21de93a692dedc02824565"><code>d3970ae</code></a>
add special handling for comparison against nans to ensure compatibility
with...</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/91ac9db4366d8911038d639ec5e9d89a54c1382c"><code>91ac9db</code></a>
Fix default value for -nullvalue</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/5f6fc8f3be9ed223404a10c5a0f7afbdd06b4b48"><code>5f6fc8f</code></a>
Fix <a
href="https://redirect.github.com/duckdb/duckdb/issues/16554">#16554</a>:
fix blobs as part of .dump</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/01f6a909ba6fe771629180196aed39570883d598"><code>01f6a90</code></a>
looks nicer</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/e6da38a97be8d441e984b19629f128269e6eebac"><code>e6da38a</code></a>
slight cleanup</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/2ba742302a0e23d7ac9437c159b6a095fc94efe8"><code>2ba7423</code></a>
add the adjusted version of the submitted reproduction as a test</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/20445e790a3d1066d01d8f03fd2216050b78ccec"><code>20445e7</code></a>
py::none() is produced for an OPTIONAL_FILTER, skip these inside OR /
AND fil...</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/d9673ba133b6b97cb81ea34dfe66420ae995e7e7"><code>d9673ba</code></a>
[Python Dev] No longer trigger a DeprecationWarning when using a UDF (<a
href="https://redirect.github.com/duckdb/duckdb/issues/16433">#16433</a>)</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/3d1a1a9c2a737f24ff0b81d3acc7e1ced075c46c"><code>3d1a1a9</code></a>
[Python] Fix some stubs issues (<a
href="https://redirect.github.com/duckdb/duckdb/issues/16523">#16523</a>)</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/e5eca77cb7f99d74ced18c0f33e51533538b67cd"><code>e5eca77</code></a>
fix stubs for LambdaExpression</li>
<li>Additional commits viewable in <a
href="https://github.com/duckdb/duckdb/compare/v1.2.1...v1.2.2">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock | 104 ++++++++++++++++++++++++++--------------------------
 1 file changed, 52 insertions(+), 52 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index aa88478d11..1bc2137755 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1253,64 +1253,64 @@ dates = ["pytz (>=2019.1)"]
 
 [[package]]
 name = "duckdb"
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 optional = true
 python-versions = ">=3.7.0"
 groups = ["main"]
 markers = "extra == \"duckdb\""
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+    {file = "duckdb-1.2.2-cp38-cp38-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:446a5db77caeb155bcc0874c162a51f6d023af4aa2563fffbdec555db7402a35"},
+    {file = "duckdb-1.2.2-cp38-cp38-win_amd64.whl", hash = "sha256:0c1a3496695c7220ac83dde02fc1cf174359c8072a6880050c8ae6b5c62a2635"},
+    {file = "duckdb-1.2.2-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:25ac669180f88fecca20f300b898e191f81aa674d51dde8a328bdeb28a572ab0"},
+    {file = "duckdb-1.2.2-cp39-cp39-macosx_12_0_universal2.whl", hash = "sha256:d42e7e545d1059e6b73d0f0baa9ae34c90684bfd8c862e70b0d8ab92e01e0e3f"},
+    {file = "duckdb-1.2.2-cp39-cp39-macosx_12_0_x86_64.whl", hash = "sha256:f3ce127bcecc723f1c7bddbc57f0526d11128cb05bfd81ffcd5e69e2dd5a1624"},
+    {file = "duckdb-1.2.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2418937adb9d6d0ca823bd385b914495294db27bc2963749d54af6708757f679"},
+    {file = "duckdb-1.2.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:14d41f899ce7979e7b3f9097ebce70da5c659db2d81d08c07a72b2b50f869859"},
+    {file = "duckdb-1.2.2-cp39-cp39-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:85e90a9c5307cf4d9151844e60c80f492618ea6e9b71081020e7d462e071ac8f"},
+    {file = "duckdb-1.2.2-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:df8c8a4ec998139b8507213c44c50e24f62a36af1cfded87e8972173dc9f8baf"},
+    {file = "duckdb-1.2.2-cp39-cp39-win_amd64.whl", hash = "sha256:6507ad2445cd3479853fb6473164b5eb5b22446d283c9892cfbbd0a85c5f361d"},
+    {file = "duckdb-1.2.2.tar.gz", hash = "sha256:1e53555dece49201df08645dbfa4510c86440339889667702f936b7d28d39e43"},
 ]
 
 [[package]]

From 776ce4883d386e93f2960264df2b7702ec94d91d Mon Sep 17 00:00:00 2001
From: Sung Yun <107272191+sungwy@users.noreply.github.com>
Date: Mon, 14 Apr 2025 23:18:22 -0400
Subject: [PATCH 115/357] Introduce AuthManager (#1908)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change
https://github.com/apache/iceberg-python/issues/1906

# Are these changes tested?
Yes, unit tested

# Are there any user-facing changes?
Not yet

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 .../catalog/{rest.py => rest/__init__.py}     |  0
 pyiceberg/catalog/rest/auth.py                | 82 +++++++++++++++++++
 tests/catalog/test_rest_auth.py               | 65 +++++++++++++++
 3 files changed, 147 insertions(+)
 rename pyiceberg/catalog/{rest.py => rest/__init__.py} (100%)
 create mode 100644 pyiceberg/catalog/rest/auth.py
 create mode 100644 tests/catalog/test_rest_auth.py

diff --git a/pyiceberg/catalog/rest.py b/pyiceberg/catalog/rest/__init__.py
similarity index 100%
rename from pyiceberg/catalog/rest.py
rename to pyiceberg/catalog/rest/__init__.py
diff --git a/pyiceberg/catalog/rest/auth.py b/pyiceberg/catalog/rest/auth.py
new file mode 100644
index 0000000000..041a8a4cd1
--- /dev/null
+++ b/pyiceberg/catalog/rest/auth.py
@@ -0,0 +1,82 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+import base64
+from abc import ABC, abstractmethod
+from typing import Optional
+
+from requests import PreparedRequest
+from requests.auth import AuthBase
+
+
+class AuthManager(ABC):
+    """
+    Abstract base class for Authentication Managers used to supply authorization headers to HTTP clients (e.g. requests.Session).
+
+    Subclasses must implement the `auth_header` method to return an Authorization header value.
+    """
+
+    @abstractmethod
+    def auth_header(self) -> Optional[str]:
+        """Return the Authorization header value, or None if not applicable."""
+
+
+class NoopAuthManager(AuthManager):
+    def auth_header(self) -> Optional[str]:
+        return None
+
+
+class BasicAuthManager(AuthManager):
+    def __init__(self, username: str, password: str):
+        credentials = f"{username}:{password}"
+        self._token = base64.b64encode(credentials.encode()).decode()
+
+    def auth_header(self) -> str:
+        return f"Basic {self._token}"
+
+
+class AuthManagerAdapter(AuthBase):
+    """A `requests.auth.AuthBase` adapter that integrates an `AuthManager` into a `requests.Session` to automatically attach the appropriate Authorization header to every request.
+
+    This adapter is useful when working with `requests.Session.auth`
+    and allows reuse of authentication strategies defined by `AuthManager`.
+    This AuthManagerAdapter is only intended to be used against the REST Catalog
+    Server that expects the Authorization Header.
+    """
+
+    def __init__(self, auth_manager: AuthManager):
+        """
+        Initialize AuthManagerAdapter.
+
+        Args:
+            auth_manager (AuthManager): An instance of an AuthManager subclass.
+        """
+        self.auth_manager = auth_manager
+
+    def __call__(self, request: PreparedRequest) -> PreparedRequest:
+        """
+        Modify the outgoing request to include the Authorization header.
+
+        Args:
+            request (requests.PreparedRequest): The HTTP request being prepared.
+
+        Returns:
+            requests.PreparedRequest: The modified request with Authorization header.
+        """
+        if auth_header := self.auth_manager.auth_header():
+            request.headers["Authorization"] = auth_header
+        return request
diff --git a/tests/catalog/test_rest_auth.py b/tests/catalog/test_rest_auth.py
new file mode 100644
index 0000000000..3d3d4a807d
--- /dev/null
+++ b/tests/catalog/test_rest_auth.py
@@ -0,0 +1,65 @@
+#  Licensed to the Apache Software Foundation (ASF) under one
+#  or more contributor license agreements.  See the NOTICE file
+#  distributed with this work for additional information
+#  regarding copyright ownership.  The ASF licenses this file
+#  to you under the Apache License, Version 2.0 (the
+#  "License"); you may not use this file except in compliance
+#  with the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import base64
+
+import pytest
+import requests
+from requests_mock import Mocker
+
+from pyiceberg.catalog.rest.auth import AuthManagerAdapter, BasicAuthManager, NoopAuthManager
+
+TEST_URI = "https://iceberg-test-catalog/"
+
+
+@pytest.fixture
+def rest_mock(requests_mock: Mocker) -> Mocker:
+    requests_mock.get(
+        TEST_URI,
+        json={},
+        status_code=200,
+    )
+    return requests_mock
+
+
+def test_noop_auth_header(rest_mock: Mocker) -> None:
+    auth_manager = NoopAuthManager()
+    session = requests.Session()
+    session.auth = AuthManagerAdapter(auth_manager)
+
+    session.get(TEST_URI)
+    history = rest_mock.request_history
+    assert len(history) == 1
+    actual_headers = history[0].headers
+    assert "Authorization" not in actual_headers
+
+
+def test_basic_auth_header(rest_mock: Mocker) -> None:
+    username = "testuser"
+    password = "testpassword"
+    expected_token = base64.b64encode(f"{username}:{password}".encode()).decode()
+    expected_header = f"Basic {expected_token}"
+
+    auth_manager = BasicAuthManager(username=username, password=password)
+    session = requests.Session()
+    session.auth = AuthManagerAdapter(auth_manager)
+
+    session.get(TEST_URI)
+    history = rest_mock.request_history
+    assert len(history) == 1
+    actual_headers = history[0].headers
+    assert actual_headers["Authorization"] == expected_header

From 815c670ced0c75b97794727b536c9cc411912f69 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 15 Apr 2025 09:05:50 +0200
Subject: [PATCH 116/357] Build: Bump typing-extensions from 4.13.1 to 4.13.2
 (#1911)

Bumps [typing-extensions](https://github.com/python/typing_extensions)
from 4.13.1 to 4.13.2.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/python/typing_extensions/releases">typing-extensions's
releases</a>.</em></p>
<blockquote>
<h2>4.13.2</h2>
<ul>
<li>Fix <code>TypeError</code> when taking the union of
<code>typing_extensions.TypeAliasType</code> and a
<code>typing.TypeAliasType</code> on Python 3.12 and 3.13.
Patch by <a href="https://github.com/jorenham">Joren
Hammudoglu</a>.</li>
<li>Backport from CPython PR <a
href="https://redirect.github.com/python/cpython/pull/132160">#132160</a>
to avoid having user arguments shadowed in generated
<code>__new__</code> by
<code>@typing_extensions.deprecated</code>.
Patch by <a href="https://github.com/Viicos">Victorien Plot</a>.</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/python/typing_extensions/blob/main/CHANGELOG.md">typing-extensions's
changelog</a>.</em></p>
<blockquote>
<h1>Release 4.13.2 (April 10, 2025)</h1>
<ul>
<li>Fix <code>TypeError</code> when taking the union of
<code>typing_extensions.TypeAliasType</code> and a
<code>typing.TypeAliasType</code> on Python 3.12 and 3.13.
Patch by <a href="https://github.com/jorenham">Joren
Hammudoglu</a>.</li>
<li>Backport from CPython PR <a
href="https://redirect.github.com/python/cpython/pull/132160">#132160</a>
to avoid having user arguments shadowed in generated
<code>__new__</code> by
<code>@typing_extensions.deprecated</code>.
Patch by <a href="https://github.com/Viicos">Victorien Plot</a>.</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/python/typing_extensions/commit/4525e9dbbd177b4ef8a84f55ff5fe127582a071d"><code>4525e9d</code></a>
Prepare release 4.13.2 (<a
href="https://redirect.github.com/python/typing_extensions/issues/583">#583</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/88a0c200ceb0ccfe4329d3db8a1a863a2381e44c"><code>88a0c20</code></a>
Do not shadow user arguments in generated <code>__new__</code> by
<code>@deprecated</code> (<a
href="https://redirect.github.com/python/typing_extensions/issues/581">#581</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/281d7b0ca6edad384e641d1066b759c280602919"><code>281d7b0</code></a>
Add 3rd party tests for litestar (<a
href="https://redirect.github.com/python/typing_extensions/issues/578">#578</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/8092c3996f4902ad9c74ac2d1d8dd19371ecbaa3"><code>8092c39</code></a>
fix <code>TypeAliasType</code> union with
<code>typing.TypeAliasType</code> (<a
href="https://redirect.github.com/python/typing_extensions/issues/575">#575</a>)</li>
<li>See full diff in <a
href="https://github.com/python/typing_extensions/compare/4.13.1...4.13.2">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=typing-extensions&package-manager=pip&previous-version=4.13.1&new-version=4.13.2)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

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You can trigger Dependabot actions by commenting on this PR:
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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 1bc2137755..45fc7656a5 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -5417,14 +5417,14 @@ setuptools = "*"
 
 [[package]]
 name = "typing-extensions"
-version = "4.13.1"
+version = "4.13.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev", "docs"]
 files = [
-    {file = "typing_extensions-4.13.1-py3-none-any.whl", hash = "sha256:4b6cf02909eb5495cfbc3f6e8fd49217e6cc7944e145cdda8caa3734777f9e69"},
-    {file = "typing_extensions-4.13.1.tar.gz", hash = "sha256:98795af00fb9640edec5b8e31fc647597b4691f099ad75f469a2616be1a76dff"},
+    {file = "typing_extensions-4.13.2-py3-none-any.whl", hash = "sha256:a439e7c04b49fec3e5d3e2beaa21755cadbbdc391694e28ccdd36ca4a1408f8c"},
+    {file = "typing_extensions-4.13.2.tar.gz", hash = "sha256:e6c81219bd689f51865d9e372991c540bda33a0379d5573cddb9a3a23f7caaef"},
 ]
 markers = {docs = "python_version <= \"3.10\""}
 
@@ -5934,4 +5934,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "971f7e3cf8c3916787f973b6f939be4fcf69c6137d2eb168e6ee1956391ae2a6"
+content-hash = "e2787da0077dd210acfcd5b5403cd9c1d723acabf0fe65b459e306cfaf499cf1"
diff --git a/pyproject.toml b/pyproject.toml
index 2d8da4b9ff..45e681c056 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -93,7 +93,7 @@ fastavro = "1.10.0"
 coverage = { version = "^7.4.2", extras = ["toml"] }
 requests-mock = "1.12.1"
 moto = { version = "^5.0.2", extras = ["server"] }
-typing-extensions = "4.13.1"
+typing-extensions = "4.13.2"
 pytest-mock = "3.14.0"
 pyspark = "3.5.5"
 cython = "3.0.12"

From 2c14721c2b7cecb822e431c73b64ce35d60e568b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 15 Apr 2025 09:13:43 +0200
Subject: [PATCH 117/357] Build: Bump polars from 1.26.0 to 1.27.1 (#1912)

---
 poetry.lock | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 45fc7656a5..12c37852be 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3485,20 +3485,20 @@ files = [
 
 [[package]]
 name = "polars"
-version = "1.26.0"
+version = "1.27.1"
 description = "Blazingly fast DataFrame library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"polars\""
 files = [
-    {file = "polars-1.26.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:2afefcd356608981b2e15d46df9ddaa6e77f36095ebeb73c3261e198bd51c925"},
-    {file = "polars-1.26.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:587eb3c5000423eb20be998f523e605ddba0d3c598ba4a7e2a4d0b92b1fd2a7e"},
-    {file = "polars-1.26.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:66c30f4b7e060c2e7f3a45d6ac94ab3b179831a2f1e629401bf7912d54311529"},
-    {file = "polars-1.26.0-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:110d6987d37ae954a5ef16d739fb717df9d39b144790d12d98fb3e72ed35621c"},
-    {file = "polars-1.26.0-cp39-abi3-win_amd64.whl", hash = "sha256:189a58aaf393003515fa6d83e2dea815a2b448265f2007a926274ed12672583c"},
-    {file = "polars-1.26.0-cp39-abi3-win_arm64.whl", hash = "sha256:58db2dce39cad5f8fc8e8c5c923a250eb21eff4146b03514d570d1c205a4874c"},
-    {file = "polars-1.26.0.tar.gz", hash = "sha256:b5492d38e5ec2ae6a8853833c5a31549194a361b901134fc5f2f57b49bd563ea"},
+    {file = "polars-1.27.1-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:ba7ad4f8046d00dd97c1369e46a4b7e00ffcff5d38c0f847ee4b9b1bb182fb18"},
+    {file = "polars-1.27.1-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:339e3948748ad6fa7a42e613c3fb165b497ed797e93fce1aa2cddf00fbc16cac"},
+    {file = "polars-1.27.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f801e0d9da198eb97cfb4e8af4242b8396878ff67b655c71570b7e333102b72b"},
+    {file = "polars-1.27.1-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:4d18a29c65222451818b63cd397b2e95c20412ea0065d735a20a4a79a7b26e8a"},
+    {file = "polars-1.27.1-cp39-abi3-win_amd64.whl", hash = "sha256:a4f832cf478b282d97f8bf86eeae2df66fa1384de1c49bc61f7224a10cc6a5df"},
+    {file = "polars-1.27.1-cp39-abi3-win_arm64.whl", hash = "sha256:4f238ee2e3c5660345cb62c0f731bbd6768362db96c058098359ecffa42c3c6c"},
+    {file = "polars-1.27.1.tar.gz", hash = "sha256:94fcb0216b56cd0594aa777db1760a41ad0dfffed90d2ca446cf9294d2e97f02"},
 ]
 
 [package.extras]

From ff3a944c588375cb6a527612dcd6ad1c79087e02 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 15 Apr 2025 09:26:21 +0200
Subject: [PATCH 118/357] Build: Bump pydantic from 2.11.2 to 2.11.3 (#1913)

---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 12c37852be..a700efcbce 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3917,14 +3917,14 @@ markers = {main = "(extra == \"zstandard\" or extra == \"adlfs\") and platform_p
 
 [[package]]
 name = "pydantic"
-version = "2.11.2"
+version = "2.11.3"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "pydantic-2.11.2-py3-none-any.whl", hash = "sha256:7f17d25846bcdf89b670a86cdfe7b29a9f1c9ca23dee154221c9aa81845cfca7"},
-    {file = "pydantic-2.11.2.tar.gz", hash = "sha256:2138628e050bd7a1e70b91d4bf4a91167f4ad76fdb83209b107c8d84b854917e"},
+    {file = "pydantic-2.11.3-py3-none-any.whl", hash = "sha256:a082753436a07f9ba1289c6ffa01cd93db3548776088aa917cc43b63f68fa60f"},
+    {file = "pydantic-2.11.3.tar.gz", hash = "sha256:7471657138c16adad9322fe3070c0116dd6c3ad8d649300e3cbdfe91f4db4ec3"},
 ]
 
 [package.dependencies]

From f73c86e4bc779fb979bcaee1b9ad289ab72a3416 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 15 Apr 2025 10:13:18 +0200
Subject: [PATCH 119/357] Build: Bump getdaft from 0.4.9 to 0.4.10 (#1914)

---
 poetry.lock | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index a700efcbce..6aaed9918d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1605,19 +1605,19 @@ gcsfuse = ["fusepy"]
 
 [[package]]
 name = "getdaft"
-version = "0.4.9"
+version = "0.4.10"
 description = "Distributed Dataframes for Multimodal Data"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"daft\""
 files = [
-    {file = "getdaft-0.4.9-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:badffa87abaa995eff81becb4d91f3cb7f77784f2d65c04a4d5e816796b87ef3"},
-    {file = "getdaft-0.4.9-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:f185ed63dc2ebd51f9296a3815827d6d27d53d0b9f81f77b0ca7b8257b7a0d6a"},
-    {file = "getdaft-0.4.9-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:eed6cdf70f6f9ed767749042e6f0ed1d6d2b495aae113cfcd57b4a9cf318a42c"},
-    {file = "getdaft-0.4.9-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:5d7f1bde9f272b56a5a51e662fe5a9e3f4ec5689e55f7892b02160049c9f4304"},
-    {file = "getdaft-0.4.9-cp39-abi3-win_amd64.whl", hash = "sha256:cb84ca2973689dd4668a3bc8540c4952e82f498252754f9512b48a7cd45f86c9"},
-    {file = "getdaft-0.4.9.tar.gz", hash = "sha256:dcb780b99d7f591844f428d5c7de457fd800813ea90e50077c5f112d8ce6fe5b"},
+    {file = "getdaft-0.4.10-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:a70bb11606057f59aab873806b60512ec02162507665addc7c8626438e8e2fea"},
+    {file = "getdaft-0.4.10-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:2a7fe144ea9d4d74d812e04066c2b9960999fa3eaefdad30bb8524987936ed9a"},
+    {file = "getdaft-0.4.10-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:286989803ba0b82f1ac8e953fa08e88f76ef2421cb31bfd8d12c3f655afa4fde"},
+    {file = "getdaft-0.4.10-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:4e855aaa423c4942ac11b4741e05aa7c537e2a629a05e52ce45f2b827ff77fe3"},
+    {file = "getdaft-0.4.10-cp39-abi3-win_amd64.whl", hash = "sha256:e9c4265a3de7f9cb9e762796a9bd22fd80cf21f00d1687fac2b51b13e3a173cd"},
+    {file = "getdaft-0.4.10.tar.gz", hash = "sha256:2b9ed71bf5f039e9c325e47660431921156177aafde8785eb4c47286fe463643"},
 ]
 
 [package.dependencies]

From 65bc3b47d787ed17aa0522c0a946cabbc0265444 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 15 Apr 2025 12:08:28 +0200
Subject: [PATCH 120/357] Build: Bump mypy-boto3-glue from 1.37.29 to 1.37.31
 (#1915)

---
 poetry.lock | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 6aaed9918d..4f0a6583e1 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3061,15 +3061,15 @@ typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "mypy-boto3-glue"
-version = "1.37.29"
-description = "Type annotations for boto3 Glue 1.37.29 service generated with mypy-boto3-builder 8.10.1"
+version = "1.37.31"
+description = "Type annotations for boto3 Glue 1.37.31 service generated with mypy-boto3-builder 8.10.1"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"glue\""
 files = [
-    {file = "mypy_boto3_glue-1.37.29-py3-none-any.whl", hash = "sha256:b17f035f4574c636f5ebdf7c9109ba2a31bde5920b66ea4302a3e87234c502a8"},
-    {file = "mypy_boto3_glue-1.37.29.tar.gz", hash = "sha256:2cbef39fd5a307b3721583766ece785fdbf98be6b1d86a430c5ccc726eade4dd"},
+    {file = "mypy_boto3_glue-1.37.31-py3-none-any.whl", hash = "sha256:a0c708c96ce0a129c795dca7825499926e67c462dcc144eb41f0b65bdc5c32e1"},
+    {file = "mypy_boto3_glue-1.37.31.tar.gz", hash = "sha256:c14a1f6f3afc268c6b6ecc5582239315d64139bc4b9a5eb23aa4d522d57bdde1"},
 ]
 
 [package.dependencies]

From 257f540f6794ce3dd05d173c2d2549fd8bda0661 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Tue, 15 Apr 2025 20:41:22 +0200
Subject: [PATCH 121/357] Ignore duckdb test (#1918)

# Rationale for this change

Intermediate fix while the test is broken, reported in
https://github.com/duckdb/duckdb-iceberg/issues/185

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 tests/integration/test_writes/test_writes.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/tests/integration/test_writes/test_writes.py b/tests/integration/test_writes/test_writes.py
index 8575b588b8..8ea2e93cb1 100644
--- a/tests/integration/test_writes/test_writes.py
+++ b/tests/integration/test_writes/test_writes.py
@@ -687,6 +687,7 @@ def test_summaries_with_only_nulls(
 
 
 @pytest.mark.integration
+@pytest.mark.skip(reason="Reported the issue: https://github.com/duckdb/duckdb-iceberg/issues/185")
 def test_duckdb_url_import(warehouse: Path, arrow_table_with_null: pa.Table) -> None:
     os.environ["TZ"] = "Etc/UTC"
     time.tzset()

From 886336101807a0a220263d362b415923d4d32708 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Wed, 16 Apr 2025 20:35:36 +0200
Subject: [PATCH 122/357] Fix `add_files` with non-identity transforms (#1925)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

Found out I broke this myself after doing a `git bisect`:

```
36d383dcb676ae5ef59c34cc2910d16a8e30a80c is the first bad commit
commit 36d383dcb676ae5ef59c34cc2910d16a8e30a80c
Author: Fokko Driesprong <fokko@apache.org>
Date:   Thu Jan 23 07:50:54 2025 +0100

    PyArrow: Avoid buffer-overflow by avoid doing a sort (#1555)

    Second attempt of https://github.com/apache/iceberg-python/pull/1539

    This was already being discussed back here:
    https://github.com/apache/iceberg-python/issues/208#issuecomment-1889891973

    This PR changes from doing a sort, and then a single pass over the table
    to the approach where we determine the unique partition tuples filter on
    them individually.

    Fixes https://github.com/apache/iceberg-python/issues/1491

    Because the sort caused buffers to be joined where it would overflow in
    Arrow. I think this is an issue on the Arrow side, and it should
    automatically break up into smaller buffers. The `combine_chunks` method
    does this correctly.

    Now:

    ```
    0.42877754200890195
    Run 1 took: 0.2507691659993725
    Run 2 took: 0.24833179199777078
    Run 3 took: 0.24401691700040828
    Run 4 took: 0.2419595829996979
    Average runtime of 0.28 seconds
    ```

    Before:

    ```
    Run 0 took: 1.0768639159941813
    Run 1 took: 0.8784021250030492
    Run 2 took: 0.8486490420036716
    Run 3 took: 0.8614017910003895
    Run 4 took: 0.8497851670108503
    Average runtime of 0.9 seconds
    ```

    So it comes with a nice speedup as well :)

    ---------

    Co-authored-by: Kevin Liu <kevinjqliu@users.noreply.github.com>

 pyiceberg/io/pyarrow.py                    |  129 ++-
 pyiceberg/partitioning.py                  |   39 +-
 pyiceberg/table/__init__.py                |    6 +-
 pyproject.toml                             |    1 +
 tests/benchmark/test_benchmark.py          |   72 ++
 tests/integration/test_partitioning_key.py | 1299 ++++++++++++++--------------
 tests/table/test_locations.py              |    2 +-
 7 files changed, 805 insertions(+), 743 deletions(-)
 create mode 100644 tests/benchmark/test_benchmark.py
```

Closes #1917


# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/io/pyarrow.py             | 31 +++++++++++++++++-----------
 tests/integration/test_add_files.py | 32 +++++++++++++++++++++++++++--
 2 files changed, 49 insertions(+), 14 deletions(-)

diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index 99223f1253..7cdc5b120b 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -2241,29 +2241,36 @@ def _partition_value(self, partition_field: PartitionField, schema: Schema) -> A
         if partition_field.source_id not in self.column_aggregates:
             return None
 
-        if not partition_field.transform.preserves_order:
+        source_field = schema.find_field(partition_field.source_id)
+        iceberg_transform = partition_field.transform
+
+        if not iceberg_transform.preserves_order:
             raise ValueError(
                 f"Cannot infer partition value from parquet metadata for a non-linear Partition Field: {partition_field.name} with transform {partition_field.transform}"
             )
 
-        lower_value = partition_record_value(
-            partition_field=partition_field,
-            value=self.column_aggregates[partition_field.source_id].current_min,
-            schema=schema,
+        transform_func = iceberg_transform.transform(source_field.field_type)
+
+        lower_value = transform_func(
+            partition_record_value(
+                partition_field=partition_field,
+                value=self.column_aggregates[partition_field.source_id].current_min,
+                schema=schema,
+            )
         )
-        upper_value = partition_record_value(
-            partition_field=partition_field,
-            value=self.column_aggregates[partition_field.source_id].current_max,
-            schema=schema,
+        upper_value = transform_func(
+            partition_record_value(
+                partition_field=partition_field,
+                value=self.column_aggregates[partition_field.source_id].current_max,
+                schema=schema,
+            )
         )
         if lower_value != upper_value:
             raise ValueError(
                 f"Cannot infer partition value from parquet metadata as there are more than one partition values for Partition Field: {partition_field.name}. {lower_value=}, {upper_value=}"
             )
 
-        source_field = schema.find_field(partition_field.source_id)
-        transform = partition_field.transform.transform(source_field.field_type)
-        return transform(lower_value)
+        return lower_value
 
     def partition(self, partition_spec: PartitionSpec, schema: Schema) -> Record:
         return Record(**{field.name: self._partition_value(field, schema) for field in partition_spec.fields})
diff --git a/tests/integration/test_add_files.py b/tests/integration/test_add_files.py
index 2c6eb4b4ab..3d36ffcf31 100644
--- a/tests/integration/test_add_files.py
+++ b/tests/integration/test_add_files.py
@@ -33,13 +33,13 @@
 from pyiceberg.catalog import Catalog
 from pyiceberg.exceptions import NoSuchTableError
 from pyiceberg.io import FileIO
-from pyiceberg.io.pyarrow import UnsupportedPyArrowTypeException
+from pyiceberg.io.pyarrow import UnsupportedPyArrowTypeException, schema_to_pyarrow
 from pyiceberg.manifest import DataFile
 from pyiceberg.partitioning import UNPARTITIONED_PARTITION_SPEC, PartitionField, PartitionSpec
 from pyiceberg.schema import Schema
 from pyiceberg.table import Table
 from pyiceberg.table.metadata import TableMetadata
-from pyiceberg.transforms import BucketTransform, IdentityTransform, MonthTransform
+from pyiceberg.transforms import BucketTransform, HourTransform, IdentityTransform, MonthTransform
 from pyiceberg.types import (
     BooleanType,
     DateType,
@@ -47,6 +47,7 @@
     LongType,
     NestedField,
     StringType,
+    TimestampType,
     TimestamptzType,
 )
 
@@ -898,3 +899,30 @@ def test_add_files_that_referenced_by_current_snapshot_with_check_duplicate_file
     with pytest.raises(ValueError) as exc_info:
         tbl.add_files(file_paths=[existing_files_in_table], check_duplicate_files=True)
     assert f"Cannot add files that are already referenced by table, files: {existing_files_in_table}" in str(exc_info.value)
+
+
+@pytest.mark.integration
+def test_add_files_hour_transform(session_catalog: Catalog) -> None:
+    identifier = "default.test_add_files_hour_transform"
+
+    schema = Schema(NestedField(1, "hourly", TimestampType()))
+    schema_arrow = schema_to_pyarrow(schema, include_field_ids=False)
+    spec = PartitionSpec(PartitionField(source_id=1, field_id=1000, transform=HourTransform(), name="spec_hour"))
+
+    tbl = _create_table(session_catalog, identifier, format_version=1, schema=schema, partition_spec=spec)
+
+    file_path = "s3://warehouse/default/test_add_files_hour_transform/test.parquet"
+
+    from pyiceberg.utils.datetime import micros_to_timestamp
+
+    arrow_table = pa.Table.from_pylist(
+        [{"hourly": micros_to_timestamp(1743465600155254)}, {"hourly": micros_to_timestamp(1743469198047855)}],
+        schema=schema_arrow,
+    )
+
+    fo = tbl.io.new_output(file_path)
+    with fo.create(overwrite=True) as fos:
+        with pq.ParquetWriter(fos, schema=schema_arrow) as writer:
+            writer.write_table(arrow_table)
+
+    tbl.add_files(file_paths=[file_path])

From b8530f06476a5b8fa6a93853544845648fcb4d70 Mon Sep 17 00:00:00 2001
From: Kevin Liu <kevinjqliu@users.noreply.github.com>
Date: Wed, 16 Apr 2025 14:37:23 -0400
Subject: [PATCH 123/357] Fix thrift client connection for Kerberos Hive Client
  (#1747)

Closes #1744

`TSaslClientTransport` cannot be reopen. This PR changes the behavior to
recreate a `TSaslClientTransport` when its already closed.

Note, `_HiveClient` should be used with context manager, but can be used
without.
---
 pyiceberg/catalog/hive.py | 36 ++++++++++++++++++++++--------------
 1 file changed, 22 insertions(+), 14 deletions(-)

diff --git a/pyiceberg/catalog/hive.py b/pyiceberg/catalog/hive.py
index ec832727a2..2d411cb409 100644
--- a/pyiceberg/catalog/hive.py
+++ b/pyiceberg/catalog/hive.py
@@ -18,6 +18,7 @@
 import logging
 import socket
 import time
+from functools import cached_property
 from types import TracebackType
 from typing import (
     TYPE_CHECKING,
@@ -143,40 +144,47 @@ class _HiveClient:
     """Helper class to nicely open and close the transport."""
 
     _transport: TTransport
-    _client: Client
     _ugi: Optional[List[str]]
 
     def __init__(self, uri: str, ugi: Optional[str] = None, kerberos_auth: Optional[bool] = HIVE_KERBEROS_AUTH_DEFAULT):
         self._uri = uri
         self._kerberos_auth = kerberos_auth
         self._ugi = ugi.split(":") if ugi else None
+        self._transport = self._init_thrift_transport()
 
-        self._init_thrift_client()
-
-    def _init_thrift_client(self) -> None:
+    def _init_thrift_transport(self) -> TTransport:
         url_parts = urlparse(self._uri)
-
         socket = TSocket.TSocket(url_parts.hostname, url_parts.port)
-
         if not self._kerberos_auth:
-            self._transport = TTransport.TBufferedTransport(socket)
+            return TTransport.TBufferedTransport(socket)
         else:
-            self._transport = TTransport.TSaslClientTransport(socket, host=url_parts.hostname, service="hive")
+            return TTransport.TSaslClientTransport(socket, host=url_parts.hostname, service="hive")
 
+    @cached_property
+    def _client(self) -> Client:
         protocol = TBinaryProtocol.TBinaryProtocol(self._transport)
-
-        self._client = Client(protocol)
+        client = Client(protocol)
+        if self._ugi:
+            client.set_ugi(*self._ugi)
+        return client
 
     def __enter__(self) -> Client:
-        self._transport.open()
-        if self._ugi:
-            self._client.set_ugi(*self._ugi)
+        """Make sure the transport is initialized and open."""
+        if not self._transport.isOpen():
+            try:
+                self._transport.open()
+            except TTransport.TTransportException:
+                # reinitialize _transport
+                self._transport = self._init_thrift_transport()
+                self._transport.open()
         return self._client
 
     def __exit__(
         self, exctype: Optional[Type[BaseException]], excinst: Optional[BaseException], exctb: Optional[TracebackType]
     ) -> None:
-        self._transport.close()
+        """Close transport if it was opened."""
+        if self._transport.isOpen():
+            self._transport.close()
 
 
 def _construct_hive_storage_descriptor(

From 62ab951dd5a03abedec0d192ba0ebe67a4746154 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Wed, 16 Apr 2025 21:55:10 +0200
Subject: [PATCH 124/357] Fix the snapshot summary of a partial overwrite
 (#1879)

# Rationale for this change

@kevinjqliu PTAL. I took the liberty of providing a fix for this since I
was curious where this was coming from, hope you don't mind! I've
cherry-picked your commit with the test.


![image](https://github.com/user-attachments/assets/14227da9-1f4a-4411-88f0-309907d3d332)


Java produces:

```json
{
    "added-data-files": "1",
    "added-files-size": "707",
    "added-records": "2",
    "app-id": "local-1743678304626",
    "changed-partition-count": "1",
    "deleted-data-files": "1",
    "deleted-records": "3",
    "engine-name": "spark",
    "engine-version": "3.5.5",
    "iceberg-version": "Apache Iceberg 1.8.1 (commit 9ce0fcf0af7becf25ad9fc996c3bad2afdcfd33d)",
    "removed-files-size": "693",
    "spark.app.id": "local-1743678304626",
    "total-data-files": "3",
    "total-delete-files": "0",
    "total-equality-deletes": "0",
    "total-files-size": "1993",
    "total-position-deletes": "0",
    "total-records": "4"
}
```

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->

---------

Co-authored-by: Kevin Liu <kevin.jq.liu@gmail.com>
Co-authored-by: Kevin Liu <kevinjqliu@users.noreply.github.com>
---
 pyiceberg/table/snapshots.py                 |  6 ++
 pyiceberg/table/update/snapshot.py           |  1 -
 tests/integration/test_deletes.py            | 20 ++---
 tests/integration/test_writes/test_writes.py | 95 +++++++++++++++++++-
 tests/table/test_snapshots.py                | 20 ++---
 5 files changed, 115 insertions(+), 27 deletions(-)

diff --git a/pyiceberg/table/snapshots.py b/pyiceberg/table/snapshots.py
index a5515f12b0..af3f040482 100644
--- a/pyiceberg/table/snapshots.py
+++ b/pyiceberg/table/snapshots.py
@@ -28,6 +28,7 @@
 from pyiceberg.manifest import DataFile, DataFileContent, ManifestFile, _manifests
 from pyiceberg.partitioning import UNPARTITIONED_PARTITION_SPEC, PartitionSpec
 from pyiceberg.schema import Schema
+from pyiceberg.utils.deprecated import deprecation_message
 
 if TYPE_CHECKING:
     from pyiceberg.table.metadata import TableMetadata
@@ -356,6 +357,11 @@ def update_snapshot_summaries(
         raise ValueError(f"Operation not implemented: {summary.operation}")
 
     if truncate_full_table and summary.operation == Operation.OVERWRITE and previous_summary is not None:
+        deprecation_message(
+            deprecated_in="0.10.0",
+            removed_in="0.11.0",
+            help_message="The truncate-full-table shouldn't be used.",
+        )
         summary = _truncate_table_summary(summary, previous_summary)
 
     if not previous_summary:
diff --git a/pyiceberg/table/update/snapshot.py b/pyiceberg/table/update/snapshot.py
index c705f3b9fd..0aff68520b 100644
--- a/pyiceberg/table/update/snapshot.py
+++ b/pyiceberg/table/update/snapshot.py
@@ -236,7 +236,6 @@ def _summary(self, snapshot_properties: Dict[str, str] = EMPTY_DICT) -> Summary:
         return update_snapshot_summaries(
             summary=Summary(operation=self._operation, **ssc.build(), **snapshot_properties),
             previous_summary=previous_snapshot.summary if previous_snapshot is not None else None,
-            truncate_full_table=self._operation == Operation.OVERWRITE,
         )
 
     def _commit(self) -> UpdatesAndRequirements:
diff --git a/tests/integration/test_deletes.py b/tests/integration/test_deletes.py
index ae03beea53..527f659640 100644
--- a/tests/integration/test_deletes.py
+++ b/tests/integration/test_deletes.py
@@ -467,21 +467,19 @@ def test_partitioned_table_positional_deletes_sequence_number(spark: SparkSessio
     assert snapshots[2].summary == Summary(
         Operation.OVERWRITE,
         **{
-            "added-files-size": snapshots[2].summary["total-files-size"],
             "added-data-files": "1",
+            "added-files-size": snapshots[2].summary["added-files-size"],
             "added-records": "2",
             "changed-partition-count": "1",
-            "total-files-size": snapshots[2].summary["total-files-size"],
-            "total-delete-files": "0",
-            "total-data-files": "1",
-            "total-position-deletes": "0",
-            "total-records": "2",
-            "total-equality-deletes": "0",
-            "deleted-data-files": "2",
-            "removed-delete-files": "1",
-            "deleted-records": "5",
+            "deleted-data-files": "1",
+            "deleted-records": "3",
             "removed-files-size": snapshots[2].summary["removed-files-size"],
-            "removed-position-deletes": "1",
+            "total-data-files": "2",
+            "total-delete-files": "1",
+            "total-equality-deletes": "0",
+            "total-files-size": snapshots[2].summary["total-files-size"],
+            "total-position-deletes": "1",
+            "total-records": "4",
         },
     )
 
diff --git a/tests/integration/test_writes/test_writes.py b/tests/integration/test_writes/test_writes.py
index 8ea2e93cb1..c16a4d40b0 100644
--- a/tests/integration/test_writes/test_writes.py
+++ b/tests/integration/test_writes/test_writes.py
@@ -250,7 +250,7 @@ def test_summaries(spark: SparkSession, session_catalog: Catalog, arrow_table_wi
         "total-records": "0",
     }
 
-    # Overwrite
+    # Append
     assert summaries[3] == {
         "added-data-files": "1",
         "added-files-size": str(file_size),
@@ -264,6 +264,99 @@ def test_summaries(spark: SparkSession, session_catalog: Catalog, arrow_table_wi
     }
 
 
+@pytest.mark.integration
+def test_summaries_partial_overwrite(spark: SparkSession, session_catalog: Catalog) -> None:
+    identifier = "default.test_summaries_partial_overwrite"
+    TEST_DATA = {
+        "id": [1, 2, 3, 1, 1],
+        "name": ["AB", "CD", "EF", "CD", "EF"],
+    }
+    pa_schema = pa.schema(
+        [
+            pa.field("id", pa.int32()),
+            pa.field("name", pa.string()),
+        ]
+    )
+    arrow_table = pa.Table.from_pydict(TEST_DATA, schema=pa_schema)
+    tbl = _create_table(session_catalog, identifier, {"format-version": "2"}, schema=pa_schema)
+    with tbl.update_spec() as txn:
+        txn.add_identity("id")
+    tbl.append(arrow_table)
+
+    assert len(tbl.inspect.data_files()) == 3
+
+    tbl.delete(delete_filter="id == 1 and name = 'AB'")  # partial overwrite data from 1 data file
+
+    rows = spark.sql(
+        f"""
+        SELECT operation, summary
+        FROM {identifier}.snapshots
+        ORDER BY committed_at ASC
+    """
+    ).collect()
+
+    operations = [row.operation for row in rows]
+    assert operations == ["append", "overwrite"]
+
+    summaries = [row.summary for row in rows]
+
+    file_size = int(summaries[0]["added-files-size"])
+    assert file_size > 0
+
+    # APPEND
+    assert summaries[0] == {
+        "added-data-files": "3",
+        "added-files-size": "2570",
+        "added-records": "5",
+        "changed-partition-count": "3",
+        "total-data-files": "3",
+        "total-delete-files": "0",
+        "total-equality-deletes": "0",
+        "total-files-size": "2570",
+        "total-position-deletes": "0",
+        "total-records": "5",
+    }
+    # Java produces:
+    # {
+    #     "added-data-files": "1",
+    #     "added-files-size": "707",
+    #     "added-records": "2",
+    #     "app-id": "local-1743678304626",
+    #     "changed-partition-count": "1",
+    #     "deleted-data-files": "1",
+    #     "deleted-records": "3",
+    #     "engine-name": "spark",
+    #     "engine-version": "3.5.5",
+    #     "iceberg-version": "Apache Iceberg 1.8.1 (commit 9ce0fcf0af7becf25ad9fc996c3bad2afdcfd33d)",
+    #     "removed-files-size": "693",
+    #     "spark.app.id": "local-1743678304626",
+    #     "total-data-files": "3",
+    #     "total-delete-files": "0",
+    #     "total-equality-deletes": "0",
+    #     "total-files-size": "1993",
+    #     "total-position-deletes": "0",
+    #     "total-records": "4"
+    # }
+    files = tbl.inspect.data_files()
+    assert len(files) == 3
+    assert summaries[1] == {
+        "added-data-files": "1",
+        "added-files-size": "859",
+        "added-records": "2",
+        "changed-partition-count": "1",
+        "deleted-data-files": "1",
+        "deleted-records": "3",
+        "removed-files-size": "866",
+        "total-data-files": "3",
+        "total-delete-files": "0",
+        "total-equality-deletes": "0",
+        "total-files-size": "2563",
+        "total-position-deletes": "0",
+        "total-records": "4",
+    }
+    assert len(tbl.scan().to_pandas()) == 4
+
+
 @pytest.mark.integration
 def test_data_files(spark: SparkSession, session_catalog: Catalog, arrow_table_with_null: pa.Table) -> None:
     identifier = "default.arrow_data_files"
diff --git a/tests/table/test_snapshots.py b/tests/table/test_snapshots.py
index b4dde217d4..f9f7fb026e 100644
--- a/tests/table/test_snapshots.py
+++ b/tests/table/test_snapshots.py
@@ -289,7 +289,6 @@ def test_merge_snapshot_summaries_overwrite_summary() -> None:
             "total-position-deletes": "1",
             "total-records": "1",
         },
-        truncate_full_table=True,
     )
 
     expected = {
@@ -299,18 +298,12 @@ def test_merge_snapshot_summaries_overwrite_summary() -> None:
         "added-files-size": "4",
         "added-position-deletes": "5",
         "added-records": "6",
-        "total-data-files": "1",
-        "total-records": "6",
-        "total-delete-files": "2",
-        "total-equality-deletes": "3",
-        "total-files-size": "4",
-        "total-position-deletes": "5",
-        "deleted-data-files": "1",
-        "removed-delete-files": "1",
-        "deleted-records": "1",
-        "removed-files-size": "1",
-        "removed-position-deletes": "1",
-        "removed-equality-deletes": "1",
+        "total-data-files": "2",
+        "total-delete-files": "3",
+        "total-records": "7",
+        "total-files-size": "5",
+        "total-position-deletes": "6",
+        "total-equality-deletes": "4",
     }
 
     assert actual.additional_properties == expected
@@ -337,7 +330,6 @@ def test_invalid_type() -> None:
                 },
             ),
             previous_summary={"total-data-files": "abc"},  # should be a number
-            truncate_full_table=True,
         )
 
     assert "Could not parse summary property total-data-files to an int: abc" in str(e.value)

From ba14ac1185496d350af184ca945a557b352cb08e Mon Sep 17 00:00:00 2001
From: Akashdeep Gupta <guptaakashdeep@users.noreply.github.com>
Date: Thu, 17 Apr 2025 02:15:02 +0530
Subject: [PATCH 125/357] Fix for metadata entries table for MOR tables
 containing Delete Files. (#1902)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
Closes #1884

# Rationale for this change
table.inspect.entries() fails when table is MOR table and has Delete
Files present in it. Iceberg MOR Table is created via Apache Spark 3.5.0
with Iceberg 1.5.0 and it's being read via PyIceberg 0.9.0 using
StaticTable.from_metadata()


# Are these changes tested?
Yes

# Are there any user-facing changes?
No

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/table/inspect.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/pyiceberg/table/inspect.py b/pyiceberg/table/inspect.py
index 09d1d7231a..878ae71c81 100644
--- a/pyiceberg/table/inspect.py
+++ b/pyiceberg/table/inspect.py
@@ -205,9 +205,9 @@ def _readable_metrics_struct(bound_type: PrimitiveType) -> pa.StructType:
                             "record_count": entry.data_file.record_count,
                             "file_size_in_bytes": entry.data_file.file_size_in_bytes,
                             "column_sizes": dict(entry.data_file.column_sizes),
-                            "value_counts": dict(entry.data_file.value_counts),
-                            "null_value_counts": dict(entry.data_file.null_value_counts),
-                            "nan_value_counts": dict(entry.data_file.nan_value_counts),
+                            "value_counts": dict(entry.data_file.value_counts or {}),
+                            "null_value_counts": dict(entry.data_file.null_value_counts or {}),
+                            "nan_value_counts": dict(entry.data_file.nan_value_counts or {}),
                             "lower_bounds": entry.data_file.lower_bounds,
                             "upper_bounds": entry.data_file.upper_bounds,
                             "key_metadata": entry.data_file.key_metadata,

From 5d83bde690755cf73a65b770763677978cef9bdd Mon Sep 17 00:00:00 2001
From: Kevin Liu <kevinjqliu@users.noreply.github.com>
Date: Thu, 17 Apr 2025 11:06:49 -0400
Subject: [PATCH 126/357] Revert ignore duckdb test (#1927)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change
Issue is fixed upstream,
https://github.com/duckdb/duckdb-iceberg/issues/185

This reverts commit eb8756a00311955c6bea7ee3cc02320e58965293. (#1918)

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 tests/integration/test_writes/test_writes.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/tests/integration/test_writes/test_writes.py b/tests/integration/test_writes/test_writes.py
index c16a4d40b0..372c0a01f3 100644
--- a/tests/integration/test_writes/test_writes.py
+++ b/tests/integration/test_writes/test_writes.py
@@ -780,7 +780,6 @@ def test_summaries_with_only_nulls(
 
 
 @pytest.mark.integration
-@pytest.mark.skip(reason="Reported the issue: https://github.com/duckdb/duckdb-iceberg/issues/185")
 def test_duckdb_url_import(warehouse: Path, arrow_table_with_null: pa.Table) -> None:
     os.environ["TZ"] = "Etc/UTC"
     time.tzset()

From 861cb5c167fb8802fa87ede20a8d1af62f885d58 Mon Sep 17 00:00:00 2001
From: Arnaud Briche <briche.arnaud@gmail.com>
Date: Thu, 17 Apr 2025 17:15:25 +0200
Subject: [PATCH 127/357] Use `version-hint.text` for StaticTable  (#1887)

This change allow making use of the `version-hint.text` file when a
static table is instantiated with a `metadata_location` not ending with
'.metadata.json'.
User can just point to the table location, and metadata file path will
be read from `version-hint.text`.


Closes #763

# Rationale for this change

`version-hint.text` is useful in context where you does not want or need
a full-fledge catalog.
Our use case is sharing datasets publicly as Iceberg tables on S3.

# Are these changes tested?

No yet.

# Are there any user-facing changes?

Yes. User can now points `StaticTable` to the table location rather than
a specific version file.
---
 mkdocs/docs/api.md          | 11 +++++++++++
 pyiceberg/table/__init__.py | 20 ++++++++++++++++++++
 tests/conftest.py           | 16 ++++++++++++++++
 tests/table/test_init.py    |  6 ++++++
 4 files changed, 53 insertions(+)

diff --git a/mkdocs/docs/api.md b/mkdocs/docs/api.md
index 7978fdc9b4..d84c82ec2a 100644
--- a/mkdocs/docs/api.md
+++ b/mkdocs/docs/api.md
@@ -215,6 +215,17 @@ static_table = StaticTable.from_metadata(
 
 The static-table is considered read-only.
 
+Alternatively, if your table metadata directory contains a `version-hint.text` file, you can just specify
+the table root path, and the latest metadata file will be picked automatically.
+
+```python
+from pyiceberg.table import StaticTable
+
+static_table = StaticTable.from_metadata(
+    "s3://warehouse/wh/nyc.db/taxis
+)
+```
+
 ## Check if a table exists
 
 To check whether the `bids` table exists:
diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index 8f7b45f532..8dd52c4be2 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -17,6 +17,7 @@
 from __future__ import annotations
 
 import itertools
+import os
 import uuid
 import warnings
 from abc import ABC, abstractmethod
@@ -1378,8 +1379,27 @@ def refresh(self) -> Table:
         """Refresh the current table metadata."""
         raise NotImplementedError("To be implemented")
 
+    @classmethod
+    def _metadata_location_from_version_hint(cls, metadata_location: str, properties: Properties = EMPTY_DICT) -> str:
+        version_hint_location = os.path.join(metadata_location, "metadata", "version-hint.text")
+        io = load_file_io(properties=properties, location=version_hint_location)
+        file = io.new_input(version_hint_location)
+
+        with file.open() as stream:
+            content = stream.read().decode("utf-8")
+
+        if content.endswith(".metadata.json"):
+            return os.path.join(metadata_location, "metadata", content)
+        elif content.isnumeric():
+            return os.path.join(metadata_location, "metadata", "v%s.metadata.json").format(content)
+        else:
+            return os.path.join(metadata_location, "metadata", "%s.metadata.json").format(content)
+
     @classmethod
     def from_metadata(cls, metadata_location: str, properties: Properties = EMPTY_DICT) -> StaticTable:
+        if not metadata_location.endswith(".metadata.json"):
+            metadata_location = StaticTable._metadata_location_from_version_hint(metadata_location, properties)
+
         io = load_file_io(properties=properties, location=metadata_location)
         file = io.new_input(metadata_location)
 
diff --git a/tests/conftest.py b/tests/conftest.py
index a290b5d834..095b139a3e 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1121,6 +1121,22 @@ def example_table_metadata_v3() -> Dict[str, Any]:
     return EXAMPLE_TABLE_METADATA_V3
 
 
+@pytest.fixture(scope="session")
+def table_location(tmp_path_factory: pytest.TempPathFactory) -> str:
+    from pyiceberg.io.pyarrow import PyArrowFileIO
+
+    metadata_filename = f"{uuid.uuid4()}.metadata.json"
+    metadata_location = str(tmp_path_factory.getbasetemp() / "metadata" / metadata_filename)
+    version_hint_location = str(tmp_path_factory.getbasetemp() / "metadata" / "version-hint.text")
+    metadata = TableMetadataV2(**EXAMPLE_TABLE_METADATA_V2)
+    ToOutputFile.table_metadata(metadata, PyArrowFileIO().new_output(location=metadata_location), overwrite=True)
+
+    with PyArrowFileIO().new_output(location=version_hint_location).create(overwrite=True) as s:
+        s.write(metadata_filename.encode("utf-8"))
+
+    return str(tmp_path_factory.getbasetemp())
+
+
 @pytest.fixture(scope="session")
 def metadata_location(tmp_path_factory: pytest.TempPathFactory) -> str:
     from pyiceberg.io.pyarrow import PyArrowFileIO
diff --git a/tests/table/test_init.py b/tests/table/test_init.py
index 69bbab527e..8de6f4123d 100644
--- a/tests/table/test_init.py
+++ b/tests/table/test_init.py
@@ -383,6 +383,12 @@ def test_static_table_gz_same_as_table(table_v2: Table, metadata_location_gz: st
     assert static_table.metadata == table_v2.metadata
 
 
+def test_static_table_version_hint_same_as_table(table_v2: Table, table_location: str) -> None:
+    static_table = StaticTable.from_metadata(table_location)
+    assert isinstance(static_table, Table)
+    assert static_table.metadata == table_v2.metadata
+
+
 def test_static_table_io_does_not_exist(metadata_location: str) -> None:
     with pytest.raises(ValueError):
         StaticTable.from_metadata(metadata_location, {PY_IO_IMPL: "pyiceberg.does.not.exist.FileIO"})

From d6397d3926a80a77f5bd57d7d1b0c9b9f23da9c7 Mon Sep 17 00:00:00 2001
From: Helmi Aziz Muhammad <50535324+helmiazizm@users.noreply.github.com>
Date: Fri, 18 Apr 2025 02:09:17 +0700
Subject: [PATCH 128/357] Fix setting `force_virtual_addressing` (#1923)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

This fix addressed issue #1922 and changed the behavior for both
`_oss_fs` and `_s3_fs` to be able to parse `s3.force-virtual-addressing`
correctly.

# Are these changes tested?

No unit tests are given to this change yet

# Are there any user-facing changes?

No

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 mkdocs/docs/configuration.md | 2 +-
 pyiceberg/io/pyarrow.py      | 8 +++-----
 2 files changed, 4 insertions(+), 6 deletions(-)

diff --git a/mkdocs/docs/configuration.md b/mkdocs/docs/configuration.md
index 5758628f48..1e364a11fe 100644
--- a/mkdocs/docs/configuration.md
+++ b/mkdocs/docs/configuration.md
@@ -189,7 +189,7 @@ PyIceberg uses [S3FileSystem](https://arrow.apache.org/docs/python/generated/pya
 | s3.access-key-id     | admin                      | Configure the static access key id used to access the FileIO.                                                                                                                                                                                             |
 | s3.secret-access-key | password                   | Configure the static secret access key used to access the FileIO.                                                                                                                                                                                         |
 | s3.session-token     | AQoDYXdzEJr...             | Configure the static session token used to access the FileIO.                                                                                                                                                                                             |
-| s3.force-virtual-addressing   | True                       | Whether to use virtual addressing of buckets. This must be set to True as OSS can only be accessed with virtual hosted style address.                                                                                                                                                                                                        |
+| s3.force-virtual-addressing   | True                       | Whether to use virtual addressing of buckets. This is set to `True` by default as OSS can only be accessed with virtual hosted style address.                                                                                                                                                                                                        |
 
 <!-- markdown-link-check-enable-->
 
diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index 7cdc5b120b..06e30bb363 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -409,6 +409,7 @@ def _initialize_oss_fs(self) -> FileSystem:
             "secret_key": get_first_property_value(self.properties, S3_SECRET_ACCESS_KEY, AWS_SECRET_ACCESS_KEY),
             "session_token": get_first_property_value(self.properties, S3_SESSION_TOKEN, AWS_SESSION_TOKEN),
             "region": get_first_property_value(self.properties, S3_REGION, AWS_REGION),
+            "force_virtual_addressing": property_as_bool(self.properties, S3_FORCE_VIRTUAL_ADDRESSING, True),
         }
 
         if proxy_uri := self.properties.get(S3_PROXY_URI):
@@ -426,9 +427,6 @@ def _initialize_oss_fs(self) -> FileSystem:
         if session_name := get_first_property_value(self.properties, S3_ROLE_SESSION_NAME, AWS_ROLE_SESSION_NAME):
             client_kwargs["session_name"] = session_name
 
-        if force_virtual_addressing := self.properties.get(S3_FORCE_VIRTUAL_ADDRESSING):
-            client_kwargs["force_virtual_addressing"] = property_as_bool(self.properties, force_virtual_addressing, False)
-
         return S3FileSystem(**client_kwargs)
 
     def _initialize_s3_fs(self, netloc: Optional[str]) -> FileSystem:
@@ -472,8 +470,8 @@ def _initialize_s3_fs(self, netloc: Optional[str]) -> FileSystem:
         if session_name := get_first_property_value(self.properties, S3_ROLE_SESSION_NAME, AWS_ROLE_SESSION_NAME):
             client_kwargs["session_name"] = session_name
 
-        if force_virtual_addressing := self.properties.get(S3_FORCE_VIRTUAL_ADDRESSING):
-            client_kwargs["force_virtual_addressing"] = property_as_bool(self.properties, force_virtual_addressing, False)
+        if self.properties.get(S3_FORCE_VIRTUAL_ADDRESSING) is not None:
+            client_kwargs["force_virtual_addressing"] = property_as_bool(self.properties, S3_FORCE_VIRTUAL_ADDRESSING, False)
 
         return S3FileSystem(**client_kwargs)
 

From 4b2f0a6e7a7293218a112d0af0cc62062dff0a8d Mon Sep 17 00:00:00 2001
From: Akashdeep Gupta <guptaakashdeep@users.noreply.github.com>
Date: Fri, 18 Apr 2025 15:47:41 +0530
Subject: [PATCH 129/357] Add cast from string to float and double (#1933)

Closes #1919

# Rationale for this change
This is an additional good to have feature where users can convert valid
Float and Double strings to Iceberg FloatType and Double Literal.

# Are these changes tested?
Yes. I have also added tests for the same.

# Are there any user-facing changes?
Yes. Users can cast valid float and double strings to `FloatType` and
`DecimalType`
---
 pyiceberg/expressions/literals.py  | 20 ++++++++++++++++++++
 tests/expressions/test_literals.py | 18 +++++++++++++++++-
 2 files changed, 37 insertions(+), 1 deletion(-)

diff --git a/pyiceberg/expressions/literals.py b/pyiceberg/expressions/literals.py
index b29d0d9e48..e52ed5e0ab 100644
--- a/pyiceberg/expressions/literals.py
+++ b/pyiceberg/expressions/literals.py
@@ -603,6 +603,26 @@ def _(self, type_var: BooleanType) -> Literal[bool]:
         else:
             raise ValueError(f"Could not convert {self.value} into a {type_var}")
 
+    @to.register(FloatType)
+    def _(self, type_var: FloatType) -> Literal[float]:
+        try:
+            number = float(self.value)
+            if FloatType.max < number:
+                return FloatAboveMax()
+            elif FloatType.min > number:
+                return FloatBelowMin()
+            return FloatLiteral(number)
+        except ValueError as e:
+            raise ValueError(f"Could not convert {self.value} into a {type_var}") from e
+
+    @to.register(DoubleType)
+    def _(self, type_var: DoubleType) -> Literal[float]:
+        try:
+            number = float(self.value)
+            return DoubleLiteral(number)
+        except ValueError as e:
+            raise ValueError(f"Could not convert {self.value} into a {type_var}") from e
+
     def __repr__(self) -> str:
         """Return the string representation of the StringLiteral class."""
         return f"literal({repr(self.value)})"
diff --git a/tests/expressions/test_literals.py b/tests/expressions/test_literals.py
index 6144e32776..4d8f5557f6 100644
--- a/tests/expressions/test_literals.py
+++ b/tests/expressions/test_literals.py
@@ -393,6 +393,22 @@ def test_string_to_boolean_literal() -> None:
     assert literal("FALSE").to(BooleanType()) == literal(False)
 
 
+def test_string_to_float_literal() -> None:
+    assert literal("3.141").to(FloatType()) == literal(3.141).to(FloatType())
+
+
+def test_string_to_float_outside_bound() -> None:
+    big_lit_str = literal(str(FloatType.max + 1.0e37))
+    assert big_lit_str.to(FloatType()) == FloatAboveMax()
+
+    small_lit_str = literal(str(FloatType.min - 1.0e37))
+    assert small_lit_str.to(FloatType()) == FloatBelowMin()
+
+
+def test_string_to_double_literal() -> None:
+    assert literal("3.141").to(DoubleType()) == literal(3.141)
+
+
 @pytest.mark.parametrize(
     "val",
     ["unknown", "off", "on", "0", "1", "y", "yes", "n", "no", "t", "f"],
@@ -744,7 +760,7 @@ def test_invalid_decimal_conversions() -> None:
 def test_invalid_string_conversions() -> None:
     assert_invalid_conversions(
         literal("abc"),
-        [FloatType(), DoubleType(), FixedType(1), BinaryType()],
+        [FixedType(1), BinaryType()],
     )
 
 

From 76454a8d68e16d1443216550b683d7d48e2c8e20 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Fri, 18 Apr 2025 12:18:57 +0200
Subject: [PATCH 130/357] Refactor `Metadata` in `Transaction` (#1903)

# Rationale for this change

Today, we have a copy of the `TableMetadata` on the `Table` and the
`Transaction`. This PR changes that logic to re-use the one on the
table, and add the changes to the one on the `Transaction`.

This also allows us to stack changes, for example, to first change a
schema, and then write data with the new schema right away.

Also a prerequisite for
https://github.com/apache/iceberg-python/pull/1772

# Are these changes tested?

Includes a new test :)

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/table/__init__.py                  |  8 ++---
 pyiceberg/table/update/__init__.py           |  8 ++++-
 tests/integration/test_rest_schema.py        |  4 +--
 tests/integration/test_writes/test_writes.py | 34 ++++++++++++++++++++
 4 files changed, 46 insertions(+), 8 deletions(-)

diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index 8dd52c4be2..9e9de52dee 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -244,7 +244,6 @@ class TableProperties:
 
 class Transaction:
     _table: Table
-    table_metadata: TableMetadata
     _autocommit: bool
     _updates: Tuple[TableUpdate, ...]
     _requirements: Tuple[TableRequirement, ...]
@@ -256,12 +255,15 @@ def __init__(self, table: Table, autocommit: bool = False):
             table: The table that will be altered.
             autocommit: Option to automatically commit the changes when they are staged.
         """
-        self.table_metadata = table.metadata
         self._table = table
         self._autocommit = autocommit
         self._updates = ()
         self._requirements = ()
 
+    @property
+    def table_metadata(self) -> TableMetadata:
+        return update_table_metadata(self._table.metadata, self._updates)
+
     def __enter__(self) -> Transaction:
         """Start a transaction to update the table."""
         return self
@@ -287,8 +289,6 @@ def _apply(self, updates: Tuple[TableUpdate, ...], requirements: Tuple[TableRequ
             if type(new_requirement) not in existing_requirements:
                 self._requirements = self._requirements + (new_requirement,)
 
-        self.table_metadata = update_table_metadata(self.table_metadata, updates)
-
         if self._autocommit:
             self.commit_transaction()
             self._updates = ()
diff --git a/pyiceberg/table/update/__init__.py b/pyiceberg/table/update/__init__.py
index f60ac1e3ee..4905c31bfb 100644
--- a/pyiceberg/table/update/__init__.py
+++ b/pyiceberg/table/update/__init__.py
@@ -360,7 +360,8 @@ def _(update: SetCurrentSchemaUpdate, base_metadata: TableMetadata, context: _Ta
 @_apply_table_update.register(AddPartitionSpecUpdate)
 def _(update: AddPartitionSpecUpdate, base_metadata: TableMetadata, context: _TableMetadataUpdateContext) -> TableMetadata:
     for spec in base_metadata.partition_specs:
-        if spec.spec_id == update.spec.spec_id:
+        # Only raise in case of a discrepancy
+        if spec.spec_id == update.spec.spec_id and spec != update.spec:
             raise ValueError(f"Partition spec with id {spec.spec_id} already exists: {spec}")
 
     metadata_updates: Dict[str, Any] = {
@@ -525,6 +526,11 @@ def _(update: RemoveSnapshotRefUpdate, base_metadata: TableMetadata, context: _T
 
 @_apply_table_update.register(AddSortOrderUpdate)
 def _(update: AddSortOrderUpdate, base_metadata: TableMetadata, context: _TableMetadataUpdateContext) -> TableMetadata:
+    for sort in base_metadata.sort_orders:
+        # Only raise in case of a discrepancy
+        if sort.order_id == update.sort_order.order_id and sort != update.sort_order:
+            raise ValueError(f"Sort-order with id {sort.order_id} already exists: {sort}")
+
     context.add_update(update)
     return base_metadata.model_copy(
         update={
diff --git a/tests/integration/test_rest_schema.py b/tests/integration/test_rest_schema.py
index 6a704839e2..fd975d81c9 100644
--- a/tests/integration/test_rest_schema.py
+++ b/tests/integration/test_rest_schema.py
@@ -154,7 +154,7 @@ def test_schema_evolution_via_transaction(catalog: Catalog) -> None:
         NestedField(field_id=4, name="col_integer", field_type=IntegerType(), required=False),
     )
 
-    with pytest.raises(CommitFailedException) as exc_info:
+    with pytest.raises(CommitFailedException, match="Requirement failed: current schema id has changed: expected 2, found 3"):
         with tbl.transaction() as tx:
             # Start a new update
             schema_update = tx.update_schema()
@@ -165,8 +165,6 @@ def test_schema_evolution_via_transaction(catalog: Catalog) -> None:
             # stage another update in the transaction
             schema_update.add_column("col_double", DoubleType()).commit()
 
-    assert "Requirement failed: current schema changed: expected id 2 != 3" in str(exc_info.value)
-
     assert tbl.schema() == Schema(
         NestedField(field_id=1, name="col_uuid", field_type=UUIDType(), required=False),
         NestedField(field_id=2, name="col_fixed", field_type=FixedType(25), required=False),
diff --git a/tests/integration/test_writes/test_writes.py b/tests/integration/test_writes/test_writes.py
index 372c0a01f3..46d54f0491 100644
--- a/tests/integration/test_writes/test_writes.py
+++ b/tests/integration/test_writes/test_writes.py
@@ -1776,3 +1776,37 @@ def test_write_optional_list(session_catalog: Catalog) -> None:
     session_catalog.load_table(identifier).append(df_2)
 
     assert len(session_catalog.load_table(identifier).scan().to_arrow()) == 4
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("format_version", [1, 2])
+def test_evolve_and_write(
+    spark: SparkSession, session_catalog: Catalog, arrow_table_with_null: pa.Table, format_version: int
+) -> None:
+    identifier = "default.test_evolve_and_write"
+    tbl = _create_table(session_catalog, identifier, properties={"format-version": format_version}, schema=Schema())
+    other_table = session_catalog.load_table(identifier)
+
+    numbers = pa.array([1, 2, 3, 4], type=pa.int32())
+
+    with tbl.update_schema() as upd:
+        # This is not known by other_table
+        upd.add_column("id", IntegerType())
+
+    with other_table.transaction() as tx:
+        # Refreshes the underlying metadata, and the schema
+        other_table.refresh()
+        tx.append(
+            pa.Table.from_arrays(
+                [
+                    numbers,
+                ],
+                schema=pa.schema(
+                    [
+                        pa.field("id", pa.int32(), nullable=True),
+                    ]
+                ),
+            )
+        )
+
+    assert session_catalog.load_table(identifier).scan().to_arrow().column(0).combine_chunks() == numbers

From daa2781818de1c1ede8fd9a00a62abbf387ae5a2 Mon Sep 17 00:00:00 2001
From: Akashdeep Gupta <guptaakashdeep@users.noreply.github.com>
Date: Sun, 20 Apr 2025 00:37:43 +0530
Subject: [PATCH 131/357] Changes to support string transform in add_field.
 (#1936)

Closes #1882

# Rationale for this change
Feature request: Ability to pass transform name as string in
`add_fields`

# Are these changes tested?
Yes

# Are there any user-facing changes?
Yes. Users will be able to pass transform names as string while calling
add_fields method of update_spec.
---
 pyiceberg/table/update/spec.py                | 16 ++-----
 pyiceberg/transforms.py                       | 46 +++++++++----------
 tests/integration/test_partition_evolution.py |  8 ++++
 3 files changed, 36 insertions(+), 34 deletions(-)

diff --git a/pyiceberg/table/update/spec.py b/pyiceberg/table/update/spec.py
index b732b2116e..1f91aa5d17 100644
--- a/pyiceberg/table/update/spec.py
+++ b/pyiceberg/table/update/spec.py
@@ -16,15 +16,7 @@
 # under the License.
 from __future__ import annotations
 
-from typing import (
-    TYPE_CHECKING,
-    Any,
-    Dict,
-    List,
-    Optional,
-    Set,
-    Tuple,
-)
+from typing import TYPE_CHECKING, Any, Dict, List, Optional, Set, Tuple, Union
 
 from pyiceberg.expressions import (
     Reference,
@@ -47,7 +39,7 @@
     UpdatesAndRequirements,
     UpdateTableMetadata,
 )
-from pyiceberg.transforms import IdentityTransform, TimeTransform, Transform, VoidTransform
+from pyiceberg.transforms import IdentityTransform, TimeTransform, Transform, VoidTransform, parse_transform
 
 if TYPE_CHECKING:
     from pyiceberg.table import Transaction
@@ -85,11 +77,13 @@ def __init__(self, transaction: Transaction, case_sensitive: bool = True) -> Non
     def add_field(
         self,
         source_column_name: str,
-        transform: Transform[Any, Any],
+        transform: Union[str, Transform[Any, Any]],
         partition_field_name: Optional[str] = None,
     ) -> UpdateSpec:
         ref = Reference(source_column_name)
         bound_ref = ref.bind(self._transaction.table_metadata.schema(), self._case_sensitive)
+        if isinstance(transform, str):
+            transform = parse_transform(transform)
         # verify transform can actually bind it
         output_type = bound_ref.field.field_type
         if not transform.can_transform(output_type):
diff --git a/pyiceberg/transforms.py b/pyiceberg/transforms.py
index 7833215d09..19889a98e8 100644
--- a/pyiceberg/transforms.py
+++ b/pyiceberg/transforms.py
@@ -111,29 +111,6 @@ def _transform_literal(func: Callable[[L], L], lit: Literal[L]) -> Literal[L]:
     return literal(func(lit.value))
 
 
-def parse_transform(v: Any) -> Any:
-    if isinstance(v, str):
-        if v == IDENTITY:
-            return IdentityTransform()
-        elif v == VOID:
-            return VoidTransform()
-        elif v.startswith(BUCKET):
-            return BucketTransform(num_buckets=BUCKET_PARSER.match(v))
-        elif v.startswith(TRUNCATE):
-            return TruncateTransform(width=TRUNCATE_PARSER.match(v))
-        elif v == YEAR:
-            return YearTransform()
-        elif v == MONTH:
-            return MonthTransform()
-        elif v == DAY:
-            return DayTransform()
-        elif v == HOUR:
-            return HourTransform()
-        else:
-            return UnknownTransform(transform=v)
-    return v
-
-
 class Transform(IcebergRootModel[str], ABC, Generic[S, T]):
     """Transform base class for concrete transforms.
 
@@ -220,6 +197,29 @@ def _transform(array: "ArrayLike") -> "ArrayLike":
         return _transform
 
 
+def parse_transform(v: Any) -> Transform[Any, Any]:
+    if isinstance(v, str):
+        if v == IDENTITY:
+            return IdentityTransform()
+        elif v == VOID:
+            return VoidTransform()
+        elif v.startswith(BUCKET):
+            return BucketTransform(num_buckets=BUCKET_PARSER.match(v))
+        elif v.startswith(TRUNCATE):
+            return TruncateTransform(width=TRUNCATE_PARSER.match(v))
+        elif v == YEAR:
+            return YearTransform()
+        elif v == MONTH:
+            return MonthTransform()
+        elif v == DAY:
+            return DayTransform()
+        elif v == HOUR:
+            return HourTransform()
+        else:
+            return UnknownTransform(transform=v)
+    return v
+
+
 class BucketTransform(Transform[S, int]):
     """Base Transform class to transform a value into a bucket partition value.
 
diff --git a/tests/integration/test_partition_evolution.py b/tests/integration/test_partition_evolution.py
index 0e607a46f0..d489d6a5d0 100644
--- a/tests/integration/test_partition_evolution.py
+++ b/tests/integration/test_partition_evolution.py
@@ -140,6 +140,14 @@ def test_add_hour(catalog: Catalog) -> None:
     _validate_new_partition_fields(table, 1000, 1, 1000, PartitionField(2, 1000, HourTransform(), "hour_transform"))
 
 
+@pytest.mark.integration
+@pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
+def test_add_hour_string_transform(catalog: Catalog) -> None:
+    table = _table(catalog)
+    table.update_spec().add_field("event_ts", "hour", "str_hour_transform").commit()
+    _validate_new_partition_fields(table, 1000, 1, 1000, PartitionField(2, 1000, HourTransform(), "str_hour_transform"))
+
+
 @pytest.mark.integration
 @pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
 def test_add_hour_generates_default_name(catalog: Catalog) -> None:

From 3bc5fe581baa832d0255b07e406667ab1d01ec97 Mon Sep 17 00:00:00 2001
From: "R. C. Howell" <5731503+rchowell@users.noreply.github.com>
Date: Mon, 21 Apr 2025 09:44:41 -0700
Subject: [PATCH 132/357] Adds support for creating a GlueCatalog with own
 client (#1920)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Closes #1910

# Rationale for this change

When working with the GlueCatalog, I may already have a GlueClient that
I've instantiated from elsewhere, and perhaps wish to keep. This allows
passing our client to the GlueCatalog constructor so that we aren't
forced into getting a new client.

This is slightly interesting because it's the only catalog that now has
a different constructor signature. Also it may be odd for users to pass
a client, but then none of their properties (which may have retry
configs) are applied.

An alternative to consider is having a `from_client` or `with_client`
staticmethod, but I did not see precedence elsewhere. I will leave it to
the maintainers to decide which they prefer and will update accordingly.
Similarly, I can do the same for dynamodb 🙂

I've also skipped the event_handler for a user-provided client because I
wouldn't want to impede on their existing events, also the param is
optional. Something to consider is using the [unique_id
arg](https://github.com/boto/botocore/blob/aaa6690e45c8dabcde3a8d2d1aa34b5fd399fba7/botocore/hooks.py#L89)
when registering an event.

> If a ``unique_id`` is given, the handler will not be registered
> if a handler with the ``unique_id`` has already been registered.


# Are these changes tested?

Basic unit test to assert the client passed is the client used.

# Are there any user-facing changes?

I believe so since this is an addition to the public API.
---
 pyiceberg/catalog/glue.py  | 60 +++++++++++++++++++++++---------------
 tests/catalog/test_glue.py |  8 +++++
 2 files changed, 45 insertions(+), 23 deletions(-)

diff --git a/pyiceberg/catalog/glue.py b/pyiceberg/catalog/glue.py
index 4f0a9061df..01bb0e9b05 100644
--- a/pyiceberg/catalog/glue.py
+++ b/pyiceberg/catalog/glue.py
@@ -303,32 +303,46 @@ def add_glue_catalog_id(params: Dict[str, str], **kwargs: Any) -> None:
 
 
 class GlueCatalog(MetastoreCatalog):
-    def __init__(self, name: str, **properties: Any):
-        super().__init__(name, **properties)
+    glue: GlueClient
 
-        retry_mode_prop_value = get_first_property_value(properties, GLUE_RETRY_MODE)
+    def __init__(self, name: str, client: Optional[GlueClient] = None, **properties: Any):
+        """Glue Catalog.
 
-        session = boto3.Session(
-            profile_name=properties.get(GLUE_PROFILE_NAME),
-            region_name=get_first_property_value(properties, GLUE_REGION, AWS_REGION),
-            botocore_session=properties.get(BOTOCORE_SESSION),
-            aws_access_key_id=get_first_property_value(properties, GLUE_ACCESS_KEY_ID, AWS_ACCESS_KEY_ID),
-            aws_secret_access_key=get_first_property_value(properties, GLUE_SECRET_ACCESS_KEY, AWS_SECRET_ACCESS_KEY),
-            aws_session_token=get_first_property_value(properties, GLUE_SESSION_TOKEN, AWS_SESSION_TOKEN),
-        )
-        self.glue: GlueClient = session.client(
-            "glue",
-            endpoint_url=properties.get(GLUE_CATALOG_ENDPOINT),
-            config=Config(
-                retries={
-                    "max_attempts": properties.get(GLUE_MAX_RETRIES, MAX_RETRIES),
-                    "mode": retry_mode_prop_value if retry_mode_prop_value in EXISTING_RETRY_MODES else STANDARD_RETRY_MODE,
-                }
-            ),
-        )
+        You either need to provide a boto3 glue client, or one will be constructed from the properties.
+
+        Args:
+            name: Name to identify the catalog.
+            client: An optional boto3 glue client.
+            properties: Properties for glue client construction and configuration.
+        """
+        super().__init__(name, **properties)
+
+        if client:
+            self.glue = client
+        else:
+            retry_mode_prop_value = get_first_property_value(properties, GLUE_RETRY_MODE)
+
+            session = boto3.Session(
+                profile_name=properties.get(GLUE_PROFILE_NAME),
+                region_name=get_first_property_value(properties, GLUE_REGION, AWS_REGION),
+                botocore_session=properties.get(BOTOCORE_SESSION),
+                aws_access_key_id=get_first_property_value(properties, GLUE_ACCESS_KEY_ID, AWS_ACCESS_KEY_ID),
+                aws_secret_access_key=get_first_property_value(properties, GLUE_SECRET_ACCESS_KEY, AWS_SECRET_ACCESS_KEY),
+                aws_session_token=get_first_property_value(properties, GLUE_SESSION_TOKEN, AWS_SESSION_TOKEN),
+            )
+            self.glue: GlueClient = session.client(
+                "glue",
+                endpoint_url=properties.get(GLUE_CATALOG_ENDPOINT),
+                config=Config(
+                    retries={
+                        "max_attempts": properties.get(GLUE_MAX_RETRIES, MAX_RETRIES),
+                        "mode": retry_mode_prop_value if retry_mode_prop_value in EXISTING_RETRY_MODES else STANDARD_RETRY_MODE,
+                    }
+                ),
+            )
 
-        if glue_catalog_id := properties.get(GLUE_ID):
-            _register_glue_catalog_id_with_glue_client(self.glue, glue_catalog_id)
+            if glue_catalog_id := properties.get(GLUE_ID):
+                _register_glue_catalog_id_with_glue_client(self.glue, glue_catalog_id)
 
     def _convert_glue_to_iceberg(self, glue_table: TableTypeDef) -> Table:
         properties: Properties = glue_table["Parameters"]
diff --git a/tests/catalog/test_glue.py b/tests/catalog/test_glue.py
index eabbffb378..df1734eb68 100644
--- a/tests/catalog/test_glue.py
+++ b/tests/catalog/test_glue.py
@@ -932,3 +932,11 @@ def test_glue_endpoint_override(_bucket_initialize: None, moto_endpoint_url: str
         catalog_name, **{"s3.endpoint": moto_endpoint_url, "warehouse": f"s3://{BUCKET_NAME}", "glue.endpoint": test_endpoint}
     )
     assert test_catalog.glue.meta.endpoint_url == test_endpoint
+
+
+@mock_aws
+def test_glue_client_override() -> None:
+    catalog_name = "glue"
+    test_client = boto3.client("glue", region_name="us-west-2")
+    test_catalog = GlueCatalog(catalog_name, test_client)
+    assert test_catalog.glue is test_client

From 5a9fbfe8a1c039cb6268b3483983e1963a79909c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 22 Apr 2025 10:12:37 +0200
Subject: [PATCH 133/357] Build: Bump moto from 5.1.3 to 5.1.4 (#1944)

---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 4f0a6583e1..08a9eb146c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2762,14 +2762,14 @@ type = ["mypy (==1.14.1)"]
 
 [[package]]
 name = "moto"
-version = "5.1.3"
+version = "5.1.4"
 description = "A library that allows you to easily mock out tests based on AWS infrastructure"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "moto-5.1.3-py3-none-any.whl", hash = "sha256:6355b4c7208bd8d884354127824989034f1979da7b96d6e9789a0f934c0f7d6c"},
-    {file = "moto-5.1.3.tar.gz", hash = "sha256:078e73f6fe27a76283f82c6c5507b9c32c0d5cfe32ad4a3d1434f62798da6166"},
+    {file = "moto-5.1.4-py3-none-any.whl", hash = "sha256:9a19d7a64c3f03824389cfbd478b64c82bd4d8da21b242a34259360d66cd108b"},
+    {file = "moto-5.1.4.tar.gz", hash = "sha256:b339c3514f2986ebefa465671b688bdbf51796705702214b1bad46490b68507a"},
 ]
 
 [package.dependencies]

From d7a9449e33c577e59125745e7c48e3ea37641ed8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 22 Apr 2025 10:26:19 +0200
Subject: [PATCH 134/357] Build: Bump mkdocs-material from 9.6.11 to 9.6.12
 (#1943)

---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 08a9eb146c..4ac55de26a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2562,14 +2562,14 @@ mkdocs = ">=1.4.1"
 
 [[package]]
 name = "mkdocs-material"
-version = "9.6.11"
+version = "9.6.12"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
 groups = ["docs"]
 files = [
-    {file = "mkdocs_material-9.6.11-py3-none-any.whl", hash = "sha256:47f21ef9cbf4f0ebdce78a2ceecaa5d413581a55141e4464902224ebbc0b1263"},
-    {file = "mkdocs_material-9.6.11.tar.gz", hash = "sha256:0b7f4a0145c5074cdd692e4362d232fb25ef5b23328d0ec1ab287af77cc0deff"},
+    {file = "mkdocs_material-9.6.12-py3-none-any.whl", hash = "sha256:92b4fbdc329e4febc267ca6e2c51e8501fa97b2225c5f4deb4d4e43550f8e61e"},
+    {file = "mkdocs_material-9.6.12.tar.gz", hash = "sha256:add6a6337b29f9ea7912cb1efc661de2c369060b040eb5119855d794ea85b473"},
 ]
 
 [package.dependencies]
@@ -5934,4 +5934,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "e2787da0077dd210acfcd5b5403cd9c1d723acabf0fe65b459e306cfaf499cf1"
+content-hash = "1f312d7fc9e6eb6b41a2b8035b74b0bdef6578f6bd01bddc836271c25083f7cd"
diff --git a/pyproject.toml b/pyproject.toml
index 45e681c056..f73d39d56d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -111,7 +111,7 @@ mkdocstrings-python = "1.16.10"
 mkdocs-literate-nav = "0.6.2"
 mkdocs-autorefs = "1.4.1"
 mkdocs-gen-files = "0.5.0"
-mkdocs-material = "9.6.11"
+mkdocs-material = "9.6.12"
 mkdocs-material-extensions = "1.3.1"
 mkdocs-section-index = "0.3.10"
 

From c5303f7c3f25acb1a41cf6e558ba4c12bc97d88e Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Tue, 22 Apr 2025 17:24:54 +0200
Subject: [PATCH 135/357] Make `Record` purely position based (#1768)

This aligns the implementation with Java.

We had the keywords there mostly for the tests, but they should not be
used, and it seems like that's already the case :'( I was undecided if
the costs of this PR (all the changes), are worth it, but I see more PRs
using the Record in a bad way (example
https://github.com/apache/iceberg-python/pull/1743) that might lead to
very subtle bugs where the position might sometime change based on the
ordering of the dict.

Blocked by https://github.com/Eventual-Inc/Daft/pull/3917
---
 pyiceberg/avro/file.py                       |  17 +-
 pyiceberg/avro/reader.py                     |  29 +-
 pyiceberg/io/pyarrow.py                      |   6 +-
 pyiceberg/manifest.py                        | 373 ++++++++++++-------
 pyiceberg/partitioning.py                    |  14 +-
 pyiceberg/table/update/snapshot.py           |   8 +-
 pyiceberg/typedef.py                         |  43 +--
 tests/avro/test_file.py                      | 165 ++++----
 tests/avro/test_reader.py                    |  22 +-
 tests/avro/test_resolver.py                  |   6 +-
 tests/avro/test_writer.py                    |  31 +-
 tests/conftest.py                            |   2 +-
 tests/expressions/test_evaluator.py          |  33 +-
 tests/expressions/test_expressions.py        |  26 +-
 tests/expressions/test_residual_evaluator.py |  28 +-
 tests/expressions/test_visitors.py           |  30 +-
 tests/integration/test_partitioning_key.py   |  71 ++--
 tests/integration/test_rest_manifest.py      |  21 +-
 tests/io/test_pyarrow.py                     |  34 +-
 tests/io/test_pyarrow_stats.py               |  28 +-
 tests/table/test_init.py                     |  24 +-
 tests/table/test_partitioning.py             |   2 +-
 tests/table/test_snapshots.py                |   8 +-
 tests/test_typedef.py                        |  44 +--
 tests/utils/test_manifest.py                 |   6 +-
 25 files changed, 548 insertions(+), 523 deletions(-)

diff --git a/pyiceberg/avro/file.py b/pyiceberg/avro/file.py
index d0da7651b7..9db585308d 100644
--- a/pyiceberg/avro/file.py
+++ b/pyiceberg/avro/file.py
@@ -74,10 +74,17 @@
 
 
 class AvroFileHeader(Record):
-    __slots__ = ("magic", "meta", "sync")
-    magic: bytes
-    meta: Dict[str, str]
-    sync: bytes
+    @property
+    def magic(self) -> bytes:
+        return self._data[0]
+
+    @property
+    def meta(self) -> Dict[str, str]:
+        return self._data[1]
+
+    @property
+    def sync(self) -> bytes:
+        return self._data[2]
 
     def compression_codec(self) -> Optional[Type[Codec]]:
         """Get the file's compression codec algorithm from the file's metadata.
@@ -271,7 +278,7 @@ def __exit__(
     def _write_header(self) -> None:
         json_schema = json.dumps(AvroSchemaConversion().iceberg_to_avro(self.file_schema, schema_name=self.schema_name))
         meta = {**self.metadata, _SCHEMA_KEY: json_schema, _CODEC_KEY: "null"}
-        header = AvroFileHeader(magic=MAGIC, meta=meta, sync=self.sync_bytes)
+        header = AvroFileHeader(MAGIC, meta, self.sync_bytes)
         construct_writer(META_SCHEMA).write(self.encoder, header)
 
     def write_block(self, objects: List[D]) -> None:
diff --git a/pyiceberg/avro/reader.py b/pyiceberg/avro/reader.py
index 4c028ed711..bccc772022 100644
--- a/pyiceberg/avro/reader.py
+++ b/pyiceberg/avro/reader.py
@@ -312,7 +312,14 @@ def skip(self, decoder: BinaryDecoder) -> None:
 
 
 class StructReader(Reader):
-    __slots__ = ("field_readers", "create_struct", "struct", "_create_with_keyword", "_field_reader_functions", "_hash")
+    __slots__ = (
+        "field_readers",
+        "create_struct",
+        "struct",
+        "_field_reader_functions",
+        "_hash",
+        "_max_pos",
+    )
     field_readers: Tuple[Tuple[Optional[int], Reader], ...]
     create_struct: Callable[..., StructProtocol]
     struct: StructType
@@ -326,34 +333,28 @@ def __init__(
     ) -> None:
         self.field_readers = field_readers
         self.create_struct = create_struct
+        # TODO: Implement struct-reuse
         self.struct = struct
 
-        try:
-            # Try initializing the struct, first with the struct keyword argument
-            created_struct = self.create_struct(struct=self.struct)
-            self._create_with_keyword = True
-        except TypeError as e:
-            if "'struct' is an invalid keyword argument for" in str(e):
-                created_struct = self.create_struct()
-                self._create_with_keyword = False
-            else:
-                raise ValueError(f"Unable to initialize struct: {self.create_struct}") from e
-
-        if not isinstance(created_struct, StructProtocol):
+        if not isinstance(self.create_struct(), StructProtocol):
             raise ValueError(f"Incompatible with StructProtocol: {self.create_struct}")
 
         reading_callbacks: List[Tuple[Optional[int], Callable[[BinaryDecoder], Any]]] = []
+        max_pos = -1
         for pos, field in field_readers:
             if pos is not None:
                 reading_callbacks.append((pos, field.read))
+                max_pos = max(max_pos, pos)
             else:
                 reading_callbacks.append((None, field.skip))
 
         self._field_reader_functions = tuple(reading_callbacks)
         self._hash = hash(self._field_reader_functions)
+        self._max_pos = 1 + max_pos
 
     def read(self, decoder: BinaryDecoder) -> StructProtocol:
-        struct = self.create_struct(struct=self.struct) if self._create_with_keyword else self.create_struct()
+        # TODO: Implement struct-reuse
+        struct = self.create_struct(*[None] * self._max_pos)
         for pos, field_reader in self._field_reader_functions:
             if pos is not None:
                 struct[pos] = field_reader(decoder)  # later: pass reuse in here
diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index 06e30bb363..522af0f344 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -2271,7 +2271,7 @@ def _partition_value(self, partition_field: PartitionField, schema: Schema) -> A
         return lower_value
 
     def partition(self, partition_spec: PartitionSpec, schema: Schema) -> Record:
-        return Record(**{field.name: self._partition_value(field, schema) for field in partition_spec.fields})
+        return Record(*[self._partition_value(field, schema) for field in partition_spec.fields])
 
     def to_serialized_dict(self) -> Dict[str, Any]:
         lower_bounds = {}
@@ -2449,7 +2449,7 @@ def write_parquet(task: WriteTask) -> DataFile:
             stats_columns=compute_statistics_plan(file_schema, table_metadata.properties),
             parquet_column_mapping=parquet_path_to_id_mapping(file_schema),
         )
-        data_file = DataFile(
+        data_file = DataFile.from_args(
             content=DataFileContent.DATA,
             file_path=file_path,
             file_format=FileFormat.PARQUET,
@@ -2540,7 +2540,7 @@ def parquet_file_to_data_file(io: FileIO, table_metadata: TableMetadata, file_pa
         stats_columns=compute_statistics_plan(schema, table_metadata.properties),
         parquet_column_mapping=parquet_path_to_id_mapping(schema),
     )
-    data_file = DataFile(
+    data_file = DataFile.from_args(
         content=DataFileContent.DATA,
         file_path=file_path,
         file_format=FileFormat.PARQUET,
diff --git a/pyiceberg/manifest.py b/pyiceberg/manifest.py
index 832f7d5b87..61cb87e3d8 100644
--- a/pyiceberg/manifest.py
+++ b/pyiceberg/manifest.py
@@ -322,42 +322,85 @@ def data_file_with_partition(partition_type: StructType, format_version: TableVe
 
 
 class DataFile(Record):
-    __slots__ = (
-        "content",
-        "file_path",
-        "file_format",
-        "partition",
-        "record_count",
-        "file_size_in_bytes",
-        "column_sizes",
-        "value_counts",
-        "null_value_counts",
-        "nan_value_counts",
-        "lower_bounds",
-        "upper_bounds",
-        "key_metadata",
-        "split_offsets",
-        "equality_ids",
-        "sort_order_id",
-        "spec_id",
-    )
-    content: DataFileContent
-    file_path: str
-    file_format: FileFormat
-    partition: Record
-    record_count: int
-    file_size_in_bytes: int
-    column_sizes: Dict[int, int]
-    value_counts: Dict[int, int]
-    null_value_counts: Dict[int, int]
-    nan_value_counts: Dict[int, int]
-    lower_bounds: Dict[int, bytes]
-    upper_bounds: Dict[int, bytes]
-    key_metadata: Optional[bytes]
-    split_offsets: Optional[List[int]]
-    equality_ids: Optional[List[int]]
-    sort_order_id: Optional[int]
-    spec_id: int
+    @classmethod
+    def from_args(cls, _table_format_version: TableVersion = DEFAULT_READ_VERSION, **arguments: Any) -> DataFile:
+        struct = DATA_FILE_TYPE[_table_format_version]
+        return super()._bind(struct, **arguments)
+
+    @property
+    def content(self) -> DataFileContent:
+        return self._data[0]
+
+    @property
+    def file_path(self) -> str:
+        return self._data[1]
+
+    @property
+    def file_format(self) -> FileFormat:
+        return self._data[2]
+
+    @property
+    def partition(self) -> Record:
+        return self._data[3]
+
+    @property
+    def record_count(self) -> int:
+        return self._data[4]
+
+    @property
+    def file_size_in_bytes(self) -> int:
+        return self._data[5]
+
+    @property
+    def column_sizes(self) -> Dict[int, int]:
+        return self._data[6]
+
+    @property
+    def value_counts(self) -> Dict[int, int]:
+        return self._data[7]
+
+    @property
+    def null_value_counts(self) -> Dict[int, int]:
+        return self._data[8]
+
+    @property
+    def nan_value_counts(self) -> Dict[int, int]:
+        return self._data[9]
+
+    @property
+    def lower_bounds(self) -> Dict[int, bytes]:
+        return self._data[10]
+
+    @property
+    def upper_bounds(self) -> Dict[int, bytes]:
+        return self._data[11]
+
+    @property
+    def key_metadata(self) -> Optional[bytes]:
+        return self._data[12]
+
+    @property
+    def split_offsets(self) -> Optional[List[int]]:
+        return self._data[13]
+
+    @property
+    def equality_ids(self) -> Optional[List[int]]:
+        return self._data[14]
+
+    @property
+    def sort_order_id(self) -> Optional[int]:
+        return self._data[15]
+
+    # Spec ID should not be stored in the file
+    _spec_id: int
+
+    @property
+    def spec_id(self) -> int:
+        return self._spec_id
+
+    @spec_id.setter
+    def spec_id(self, value: int) -> None:
+        self._spec_id = value
 
     def __setattr__(self, name: str, value: Any) -> None:
         """Assign a key/value to a DataFile."""
@@ -366,12 +409,6 @@ def __setattr__(self, name: str, value: Any) -> None:
             value = FileFormat[value]
         super().__setattr__(name, value)
 
-    def __init__(self, format_version: TableVersion = DEFAULT_READ_VERSION, *data: Any, **named_data: Any) -> None:
-        super().__init__(
-            *data,
-            **{"struct": DATA_FILE_TYPE[format_version], **named_data},
-        )
-
     def __hash__(self) -> int:
         """Return the hash of the file path."""
         return hash(self.file_path)
@@ -412,53 +449,49 @@ def manifest_entry_schema_with_data_file(format_version: TableVersion, data_file
 
 
 class ManifestEntry(Record):
-    __slots__ = ("status", "snapshot_id", "sequence_number", "file_sequence_number", "data_file")
-    status: ManifestEntryStatus
-    snapshot_id: Optional[int]
-    sequence_number: Optional[int]
-    file_sequence_number: Optional[int]
-    data_file: DataFile
+    @classmethod
+    def from_args(cls, _table_format_version: TableVersion = DEFAULT_READ_VERSION, **arguments: Any) -> ManifestEntry:
+        return super()._bind(**arguments, struct=MANIFEST_ENTRY_SCHEMAS_STRUCT[_table_format_version])
 
-    def __init__(self, *data: Any, **named_data: Any) -> None:
-        super().__init__(*data, **{"struct": MANIFEST_ENTRY_SCHEMAS_STRUCT[DEFAULT_READ_VERSION], **named_data})
+    @property
+    def status(self) -> ManifestEntryStatus:
+        return self._data[0]
 
-    def _wrap(
-        self,
-        new_status: ManifestEntryStatus,
-        new_snapshot_id: Optional[int],
-        new_sequence_number: Optional[int],
-        new_file_sequence_number: Optional[int],
-        new_file: DataFile,
-    ) -> ManifestEntry:
-        self.status = new_status
-        self.snapshot_id = new_snapshot_id
-        self.sequence_number = new_sequence_number
-        self.file_sequence_number = new_file_sequence_number
-        self.data_file = new_file
-        return self
+    @status.setter
+    def status(self, value: ManifestEntryStatus) -> None:
+        self._data[0] = value
 
-    def _wrap_append(
-        self, new_snapshot_id: Optional[int], new_sequence_number: Optional[int], new_file: DataFile
-    ) -> ManifestEntry:
-        return self._wrap(ManifestEntryStatus.ADDED, new_snapshot_id, new_sequence_number, None, new_file)
+    @property
+    def snapshot_id(self) -> Optional[int]:
+        return self._data[1]
 
-    def _wrap_delete(
-        self,
-        new_snapshot_id: Optional[int],
-        new_sequence_number: Optional[int],
-        new_file_sequence_number: Optional[int],
-        new_file: DataFile,
-    ) -> ManifestEntry:
-        return self._wrap(ManifestEntryStatus.DELETED, new_snapshot_id, new_sequence_number, new_file_sequence_number, new_file)
-
-    def _wrap_existing(
-        self,
-        new_snapshot_id: Optional[int],
-        new_sequence_number: Optional[int],
-        new_file_sequence_number: Optional[int],
-        new_file: DataFile,
-    ) -> ManifestEntry:
-        return self._wrap(ManifestEntryStatus.EXISTING, new_snapshot_id, new_sequence_number, new_file_sequence_number, new_file)
+    @snapshot_id.setter
+    def snapshot_id(self, value: int) -> None:
+        self._data[0] = value
+
+    @property
+    def sequence_number(self) -> Optional[int]:
+        return self._data[2]
+
+    @sequence_number.setter
+    def sequence_number(self, value: int) -> None:
+        self._data[2] = value
+
+    @property
+    def file_sequence_number(self) -> Optional[int]:
+        return self._data[3]
+
+    @file_sequence_number.setter
+    def file_sequence_number(self, value: int) -> None:
+        self._data[3] = value
+
+    @property
+    def data_file(self) -> DataFile:
+        return self._data[4]
+
+    @data_file.setter
+    def data_file(self, value: DataFile) -> None:
+        self._data[4] = value
 
 
 PARTITION_FIELD_SUMMARY_TYPE = StructType(
@@ -470,14 +503,25 @@ def _wrap_existing(
 
 
 class PartitionFieldSummary(Record):
-    __slots__ = ("contains_null", "contains_nan", "lower_bound", "upper_bound")
-    contains_null: bool
-    contains_nan: Optional[bool]
-    lower_bound: Optional[bytes]
-    upper_bound: Optional[bytes]
+    @classmethod
+    def from_args(cls, **arguments: Any) -> PartitionFieldSummary:
+        return super()._bind(**arguments, struct=PARTITION_FIELD_SUMMARY_TYPE)
 
-    def __init__(self, *data: Any, **named_data: Any) -> None:
-        super().__init__(*data, **{"struct": PARTITION_FIELD_SUMMARY_TYPE, **named_data})
+    @property
+    def contains_null(self) -> bool:
+        return self._data[0]
+
+    @property
+    def contains_nan(self) -> Optional[bool]:
+        return self._data[1]
+
+    @property
+    def lower_bound(self) -> Optional[bytes]:
+        return self._data[2]
+
+    @property
+    def upper_bound(self) -> Optional[bytes]:
+        return self._data[3]
 
 
 class PartitionFieldStats:
@@ -496,10 +540,10 @@ def __init__(self, iceberg_type: PrimitiveType) -> None:
 
     def to_summary(self) -> PartitionFieldSummary:
         return PartitionFieldSummary(
-            contains_null=self._contains_null,
-            contains_nan=self._contains_nan,
-            lower_bound=to_bytes(self._type, self._min) if self._min is not None else None,
-            upper_bound=to_bytes(self._type, self._max) if self._max is not None else None,
+            self._contains_null,
+            self._contains_nan,
+            to_bytes(self._type, self._min) if self._min is not None else None,
+            to_bytes(self._type, self._max) if self._max is not None else None,
         )
 
     def update(self, value: Any) -> None:
@@ -571,41 +615,77 @@ def construct_partition_summaries(spec: PartitionSpec, schema: Schema, partition
 
 
 class ManifestFile(Record):
-    __slots__ = (
-        "manifest_path",
-        "manifest_length",
-        "partition_spec_id",
-        "content",
-        "sequence_number",
-        "min_sequence_number",
-        "added_snapshot_id",
-        "added_files_count",
-        "existing_files_count",
-        "deleted_files_count",
-        "added_rows_count",
-        "existing_rows_count",
-        "deleted_rows_count",
-        "partitions",
-        "key_metadata",
-    )
-    manifest_path: str
-    manifest_length: int
-    partition_spec_id: int
-    content: ManifestContent
-    sequence_number: int
-    min_sequence_number: int
-    added_snapshot_id: int
-    added_files_count: Optional[int]
-    existing_files_count: Optional[int]
-    deleted_files_count: Optional[int]
-    added_rows_count: Optional[int]
-    existing_rows_count: Optional[int]
-    deleted_rows_count: Optional[int]
-    partitions: Optional[List[PartitionFieldSummary]]
-    key_metadata: Optional[bytes]
-
-    def __init__(self, *data: Any, **named_data: Any) -> None:
-        super().__init__(*data, **{"struct": MANIFEST_LIST_FILE_STRUCTS[DEFAULT_READ_VERSION], **named_data})
+    @classmethod
+    def from_args(cls, _table_format_version: TableVersion = DEFAULT_READ_VERSION, **arguments: Any) -> ManifestFile:
+        return super()._bind(**arguments, struct=MANIFEST_LIST_FILE_SCHEMAS[_table_format_version])
+
+    @property
+    def manifest_path(self) -> str:
+        return self._data[0]
+
+    @property
+    def manifest_length(self) -> int:
+        return self._data[1]
+
+    @property
+    def partition_spec_id(self) -> int:
+        return self._data[2]
+
+    @property
+    def content(self) -> ManifestContent:
+        return self._data[3]
+
+    @property
+    def sequence_number(self) -> int:
+        return self._data[4]
+
+    @sequence_number.setter
+    def sequence_number(self, value: int) -> None:
+        self._data[4] = value
+
+    @property
+    def min_sequence_number(self) -> int:
+        return self._data[5]
+
+    @min_sequence_number.setter
+    def min_sequence_number(self, value: int) -> None:
+        self._data[5] = value
+
+    @property
+    def added_snapshot_id(self) -> Optional[int]:
+        return self._data[6]
+
+    @property
+    def added_files_count(self) -> Optional[int]:
+        return self._data[7]
+
+    @property
+    def existing_files_count(self) -> Optional[int]:
+        return self._data[8]
+
+    @property
+    def deleted_files_count(self) -> Optional[int]:
+        return self._data[9]
+
+    @property
+    def added_rows_count(self) -> Optional[int]:
+        return self._data[10]
+
+    @property
+    def existing_rows_count(self) -> Optional[int]:
+        return self._data[11]
+
+    @property
+    def deleted_rows_count(self) -> Optional[int]:
+        return self._data[12]
+
+    @property
+    def partitions(self) -> Optional[List[PartitionFieldSummary]]:
+        return self._data[13]
+
+    @property
+    def key_metadata(self) -> Optional[bytes]:
+        return self._data[14]
 
     def has_added_files(self) -> bool:
         return self.added_files_count is None or self.added_files_count > 0
@@ -735,7 +815,6 @@ def __init__(self, spec: PartitionSpec, schema: Schema, output_file: OutputFile,
         self._deleted_rows = 0
         self._min_sequence_number = None
         self._partitions = []
-        self._reused_entry_wrapper = ManifestEntry()
 
     def __enter__(self) -> ManifestWriter:
         """Open the writer."""
@@ -796,7 +875,7 @@ def to_manifest_file(self) -> ManifestFile:
         # once the manifest file is generated, no more entries can be added
         self.closed = True
         min_sequence_number = self._min_sequence_number or UNASSIGNED_SEQ
-        return ManifestFile(
+        return ManifestFile.from_args(
             manifest_path=self._output_file.location,
             manifest_length=len(self._writer.output_file),
             partition_spec_id=self._spec.spec_id,
@@ -843,23 +922,39 @@ def add_entry(self, entry: ManifestEntry) -> ManifestWriter:
 
     def add(self, entry: ManifestEntry) -> ManifestWriter:
         if entry.sequence_number is not None and entry.sequence_number >= 0:
-            self.add_entry(self._reused_entry_wrapper._wrap_append(self._snapshot_id, entry.sequence_number, entry.data_file))
+            self.add_entry(
+                ManifestEntry.from_args(
+                    snapshot_id=self._snapshot_id, sequence_number=entry.sequence_number, data_file=entry.data_file
+                )
+            )
         else:
-            self.add_entry(self._reused_entry_wrapper._wrap_append(self._snapshot_id, None, entry.data_file))
+            self.add_entry(
+                ManifestEntry.from_args(
+                    status=ManifestEntryStatus.ADDED, snapshot_id=self._snapshot_id, data_file=entry.data_file
+                )
+            )
         return self
 
     def delete(self, entry: ManifestEntry) -> ManifestWriter:
         self.add_entry(
-            self._reused_entry_wrapper._wrap_delete(
-                self._snapshot_id, entry.sequence_number, entry.file_sequence_number, entry.data_file
+            ManifestEntry.from_args(
+                status=ManifestEntryStatus.DELETED,
+                snapshot_id=self._snapshot_id,
+                sequence_number=entry.sequence_number,
+                file_sequence_number=entry.file_sequence_number,
+                data_file=entry.data_file,
             )
         )
         return self
 
     def existing(self, entry: ManifestEntry) -> ManifestWriter:
         self.add_entry(
-            self._reused_entry_wrapper._wrap_existing(
-                entry.snapshot_id, entry.sequence_number, entry.file_sequence_number, entry.data_file
+            ManifestEntry.from_args(
+                status=ManifestEntryStatus.EXISTING,
+                snapshot_id=entry.snapshot_id,
+                sequence_number=entry.sequence_number,
+                file_sequence_number=entry.file_sequence_number,
+                data_file=entry.data_file,
             )
         )
         return self
diff --git a/pyiceberg/partitioning.py b/pyiceberg/partitioning.py
index d33e13b438..df07f94342 100644
--- a/pyiceberg/partitioning.py
+++ b/pyiceberg/partitioning.py
@@ -390,18 +390,20 @@ class PartitionKey:
 
     @cached_property
     def partition(self) -> Record:  # partition key transformed with iceberg internal representation as input
-        iceberg_typed_key_values = {}
+        iceberg_typed_key_values = []
         for raw_partition_field_value in self.field_values:
             partition_fields = self.partition_spec.source_id_to_fields_map[raw_partition_field_value.field.source_id]
             if len(partition_fields) != 1:
                 raise ValueError(f"Cannot have redundant partitions: {partition_fields}")
             partition_field = partition_fields[0]
-            iceberg_typed_key_values[partition_field.name] = partition_record_value(
-                partition_field=partition_field,
-                value=raw_partition_field_value.value,
-                schema=self.schema,
+            iceberg_typed_key_values.append(
+                partition_record_value(
+                    partition_field=partition_field,
+                    value=raw_partition_field_value.value,
+                    schema=self.schema,
+                )
             )
-        return Record(**iceberg_typed_key_values)
+        return Record(*iceberg_typed_key_values)
 
     def to_path(self) -> str:
         return self.partition_spec.partition_to_path(self.partition, self.schema)
diff --git a/pyiceberg/table/update/snapshot.py b/pyiceberg/table/update/snapshot.py
index 0aff68520b..b53c331758 100644
--- a/pyiceberg/table/update/snapshot.py
+++ b/pyiceberg/table/update/snapshot.py
@@ -157,7 +157,7 @@ def _write_added_manifest() -> List[ManifestFile]:
                 ) as writer:
                     for data_file in self._added_data_files:
                         writer.add(
-                            ManifestEntry(
+                            ManifestEntry.from_args(
                                 status=ManifestEntryStatus.ADDED,
                                 snapshot_id=self._snapshot_id,
                                 sequence_number=None,
@@ -367,7 +367,7 @@ def _compute_deletes(self) -> Tuple[List[ManifestFile], List[ManifestEntry], boo
         schema = self._transaction.table_metadata.schema()
 
         def _copy_with_new_status(entry: ManifestEntry, status: ManifestEntryStatus) -> ManifestEntry:
-            return ManifestEntry(
+            return ManifestEntry.from_args(
                 status=status,
                 snapshot_id=entry.snapshot_id,
                 sequence_number=entry.sequence_number,
@@ -554,7 +554,7 @@ def _existing_manifests(self) -> List[ManifestFile]:
                         ) as writer:
                             [
                                 writer.add_entry(
-                                    ManifestEntry(
+                                    ManifestEntry.from_args(
                                         status=ManifestEntryStatus.EXISTING,
                                         snapshot_id=entry.snapshot_id,
                                         sequence_number=entry.sequence_number,
@@ -585,7 +585,7 @@ def _deleted_entries(self) -> List[ManifestEntry]:
 
             def _get_entries(manifest: ManifestFile) -> List[ManifestEntry]:
                 return [
-                    ManifestEntry(
+                    ManifestEntry.from_args(
                         status=ManifestEntryStatus.DELETED,
                         snapshot_id=entry.snapshot_id,
                         sequence_number=entry.sequence_number,
diff --git a/pyiceberg/typedef.py b/pyiceberg/typedef.py
index 07374887a3..dbc4a164fb 100644
--- a/pyiceberg/typedef.py
+++ b/pyiceberg/typedef.py
@@ -19,13 +19,13 @@
 from abc import abstractmethod
 from datetime import date, datetime
 from decimal import Decimal
-from functools import lru_cache
 from typing import (
     TYPE_CHECKING,
     Any,
     Callable,
     Dict,
     Generic,
+    List,
     Literal,
     Optional,
     Protocol,
@@ -38,7 +38,7 @@
 from uuid import UUID
 
 from pydantic import BaseModel, ConfigDict, RootModel
-from typing_extensions import TypeAlias
+from typing_extensions import Self, TypeAlias
 
 if TYPE_CHECKING:
     from pyiceberg.types import StructType
@@ -171,51 +171,36 @@ class IcebergRootModel(RootModel[T], Generic[T]):
     model_config = ConfigDict(frozen=True)
 
 
-@lru_cache
-def _get_struct_fields(struct_type: StructType) -> Tuple[str, ...]:
-    return tuple(field.name for field in struct_type.fields)
-
-
 class Record(StructProtocol):
-    __slots__ = ("_position_to_field_name",)
-    _position_to_field_name: Tuple[str, ...]
-
-    def __init__(self, *data: Any, struct: Optional[StructType] = None, **named_data: Any) -> None:
-        if struct is not None:
-            self._position_to_field_name = _get_struct_fields(struct)
-        elif named_data:
-            # Order of named_data is preserved (PEP 468) so this can be used to generate the position dict
-            self._position_to_field_name = tuple(named_data.keys())
-        else:
-            self._position_to_field_name = tuple(f"field{idx + 1}" for idx in range(len(data)))
+    __slots__ = ("_data",)
+    _data: List[Any]
 
-        for idx, d in enumerate(data):
-            self[idx] = d
+    @classmethod
+    def _bind(cls, struct: StructType, **arguments: Any) -> Self:
+        return cls(*[arguments[field.name] if field.name in arguments else field.initial_default for field in struct.fields])
 
-        for field_name, d in named_data.items():
-            self.__setattr__(field_name, d)
+    def __init__(self, *data: Any) -> None:
+        self._data = list(data)
 
     def __setitem__(self, pos: int, value: Any) -> None:
         """Assign a value to a Record."""
-        self.__setattr__(self._position_to_field_name[pos], value)
+        self._data[pos] = value
 
     def __getitem__(self, pos: int) -> Any:
         """Fetch a value from a Record."""
-        return self.__getattribute__(self._position_to_field_name[pos])
+        return self._data[pos]
 
     def __eq__(self, other: Any) -> bool:
         """Return the equality of two instances of the Record class."""
-        if not isinstance(other, Record):
-            return False
-        return self.__dict__ == other.__dict__
+        return self._data == other._data if isinstance(other, Record) else False
 
     def __repr__(self) -> str:
         """Return the string representation of the Record class."""
-        return f"{self.__class__.__name__}[{', '.join(f'{key}={repr(value)}' for key, value in self.__dict__.items() if not key.startswith('_'))}]"
+        return f"{self.__class__.__name__}[{', '.join(str(v) for v in self._data)}]"
 
     def __len__(self) -> int:
         """Return the number of fields in the Record class."""
-        return len(self._position_to_field_name)
+        return len(self._data)
 
     def __hash__(self) -> int:
         """Return hash value of the Record class."""
diff --git a/tests/avro/test_file.py b/tests/avro/test_file.py
index 0756b2670c..137215ebc8 100644
--- a/tests/avro/test_file.py
+++ b/tests/avro/test_file.py
@@ -16,8 +16,7 @@
 #  under the License.
 import inspect
 from _decimal import Decimal
-from copy import copy
-from datetime import date, datetime, time
+from datetime import datetime
 from enum import Enum
 from tempfile import TemporaryDirectory
 from typing import Any
@@ -28,7 +27,7 @@
 
 import pyiceberg.avro.file as avro
 from pyiceberg.avro.codecs.deflate import DeflateCodec
-from pyiceberg.avro.file import META_SCHEMA, AvroFileHeader
+from pyiceberg.avro.file import AvroFileHeader
 from pyiceberg.io.pyarrow import PyArrowFileIO
 from pyiceberg.manifest import (
     DEFAULT_BLOCK_SIZE,
@@ -40,7 +39,7 @@
     ManifestEntryStatus,
 )
 from pyiceberg.schema import Schema
-from pyiceberg.typedef import Record
+from pyiceberg.typedef import Record, TableVersion
 from pyiceberg.types import (
     BooleanType,
     DateType,
@@ -61,26 +60,17 @@
 
 
 def get_deflate_compressor() -> None:
-    header = AvroFileHeader(struct=META_SCHEMA)
-    header[0] = bytes(0)
-    header[1] = {"avro.codec": "deflate"}
-    header[2] = bytes(16)
+    header = AvroFileHeader(bytes(0), {"avro.codec": "deflate"}, bytes(16))
     assert header.compression_codec() == DeflateCodec
 
 
 def get_null_compressor() -> None:
-    header = AvroFileHeader(struct=META_SCHEMA)
-    header[0] = bytes(0)
-    header[1] = {"avro.codec": "null"}
-    header[2] = bytes(16)
+    header = AvroFileHeader(bytes(0), {"avro.codec": "null"}, bytes(16))
     assert header.compression_codec() is None
 
 
 def test_unknown_codec() -> None:
-    header = AvroFileHeader(struct=META_SCHEMA)
-    header[0] = bytes(0)
-    header[1] = {"avro.codec": "unknown"}
-    header[2] = bytes(16)
+    header = AvroFileHeader(bytes(0), {"avro.codec": "unknown"}, bytes(16))
 
     with pytest.raises(ValueError) as exc_info:
         header.compression_codec()
@@ -89,10 +79,7 @@ def test_unknown_codec() -> None:
 
 
 def test_missing_schema() -> None:
-    header = AvroFileHeader(struct=META_SCHEMA)
-    header[0] = bytes(0)
-    header[1] = {}
-    header[2] = bytes(16)
+    header = AvroFileHeader(bytes(0), {}, bytes(16))
 
     with pytest.raises(ValueError) as exc_info:
         header.get_schema()
@@ -119,7 +106,7 @@ def todict(obj: Any) -> Any:
 
 
 def test_write_manifest_entry_with_iceberg_read_with_fastavro_v1() -> None:
-    data_file = DataFile(
+    data_file = DataFile.from_args(
         content=DataFileContent.DATA,
         file_path="s3://some-path/some-file.parquet",
         file_format=FileFormat.PARQUET,
@@ -137,7 +124,7 @@ def test_write_manifest_entry_with_iceberg_read_with_fastavro_v1() -> None:
         equality_ids=[],
         sort_order_id=4,
     )
-    entry = ManifestEntry(
+    entry = ManifestEntry.from_args(
         status=ManifestEntryStatus.ADDED,
         snapshot_id=8638475580105682862,
         sequence_number=0,
@@ -185,7 +172,7 @@ def test_write_manifest_entry_with_iceberg_read_with_fastavro_v1() -> None:
 
 
 def test_write_manifest_entry_with_iceberg_read_with_fastavro_v2() -> None:
-    data_file = DataFile(
+    data_file = DataFile.from_args(
         content=DataFileContent.DATA,
         file_path="s3://some-path/some-file.parquet",
         file_format=FileFormat.PARQUET,
@@ -203,7 +190,7 @@ def test_write_manifest_entry_with_iceberg_read_with_fastavro_v2() -> None:
         equality_ids=[],
         sort_order_id=4,
     )
-    entry = ManifestEntry(
+    entry = ManifestEntry.from_args(
         status=ManifestEntryStatus.ADDED,
         snapshot_id=8638475580105682862,
         sequence_number=0,
@@ -239,33 +226,32 @@ def test_write_manifest_entry_with_iceberg_read_with_fastavro_v2() -> None:
 
 
 @pytest.mark.parametrize("format_version", [1, 2])
-def test_write_manifest_entry_with_fastavro_read_with_iceberg(format_version: int) -> None:
-    data_file = DataFile(
-        content=DataFileContent.DATA,
-        file_path="s3://some-path/some-file.parquet",
-        file_format=FileFormat.PARQUET,
-        partition=Record(),
-        record_count=131327,
-        file_size_in_bytes=220669226,
-        column_sizes={1: 220661854},
-        value_counts={1: 131327},
-        null_value_counts={1: 0},
-        nan_value_counts={},
-        lower_bounds={1: b"aaaaaaaaaaaaaaaa"},
-        upper_bounds={1: b"zzzzzzzzzzzzzzzz"},
-        key_metadata=b"\xde\xad\xbe\xef",
-        split_offsets=[4, 133697593],
-        equality_ids=[],
-        sort_order_id=4,
-        spec_id=3,
-    )
-
-    entry = ManifestEntry(
+def test_write_manifest_entry_with_fastavro_read_with_iceberg(format_version: TableVersion) -> None:
+    data_file_dict = {
+        "content": DataFileContent.DATA,
+        "file_path": "s3://some-path/some-file.parquet",
+        "file_format": FileFormat.PARQUET,
+        "partition": Record(),
+        "record_count": 131327,
+        "file_size_in_bytes": 220669226,
+        "column_sizes": {1: 220661854},
+        "value_counts": {1: 131327},
+        "null_value_counts": {1: 0},
+        "nan_value_counts": {},
+        "lower_bounds": {1: b"aaaaaaaaaaaaaaaa"},
+        "upper_bounds": {1: b"zzzzzzzzzzzzzzzz"},
+        "key_metadata": b"\xde\xad\xbe\xef",
+        "split_offsets": [4, 133697593],
+        "equality_ids": [],
+        "sort_order_id": 4,
+        "spec_id": 3,
+    }
+    data_file_v2 = DataFile.from_args(**data_file_dict)  # type: ignore
+
+    entry = ManifestEntry.from_args(
         status=ManifestEntryStatus.ADDED,
         snapshot_id=8638475580105682862,
-        sequence_number=0,
-        file_sequence_number=0,
-        data_file=data_file,
+        data_file=data_file_v2,
     )
 
     with TemporaryDirectory() as tmpdir:
@@ -297,17 +283,13 @@ def test_write_manifest_entry_with_fastavro_read_with_iceberg(format_version: in
             avro_entry = next(it)
 
             if format_version == 1:
-                v1_datafile = copy(data_file)
-                # Not part of V1
-                v1_datafile.equality_ids = None
+                data_file_v1 = DataFile.from_args(**data_file_dict, _table_format_version=format_version)
 
-                assert avro_entry == ManifestEntry(
-                    status=ManifestEntryStatus.ADDED,
+                assert avro_entry == ManifestEntry.from_args(
+                    status=1,
                     snapshot_id=8638475580105682862,
-                    # Not part of v1
-                    sequence_number=None,
-                    file_sequence_number=None,
-                    data_file=v1_datafile,
+                    data_file=data_file_v1,
+                    _table_format_version=format_version,
                 )
             elif format_version == 2:
                 assert entry == avro_entry
@@ -335,22 +317,57 @@ def test_all_primitive_types(is_required: bool) -> None:
     )
 
     class AllPrimitivesRecord(Record):
-        field_fixed: bytes
-        field_decimal: Decimal
-        field_bool: bool
-        field_int: int
-        field_long: int
-        field_float: float
-        field_double: float
-        field_date: date
-        field_time: time
-        field_timestamp: datetime
-        field_timestamptz: datetime
-        field_string: str
-        field_uuid: UUID
-
-        def __init__(self, *data: Any, **named_data: Any) -> None:
-            super().__init__(*data, **{"struct": all_primitives_schema.as_struct(), **named_data})
+        @property
+        def field_fixed(self) -> bytes:
+            return self._data[0]
+
+        @property
+        def field_decimal(self) -> Decimal:
+            return self._data[1]
+
+        @property
+        def field_bool(self) -> bool:
+            return self._data[2]
+
+        @property
+        def field_int(self) -> int:
+            return self._data[3]
+
+        @property
+        def field_long(self) -> int:
+            return self._data[4]
+
+        @property
+        def field_float(self) -> float:
+            return self._data[5]
+
+        @property
+        def field_double(self) -> float:
+            return self._data[6]
+
+        @property
+        def field_date(self) -> datetime:
+            return self._data[7]
+
+        @property
+        def field_time(self) -> datetime:
+            return self._data[8]
+
+        @property
+        def field_timestamp(self) -> datetime:
+            return self._data[9]
+
+        @property
+        def field_timestamptz(self) -> datetime:
+            return self._data[10]
+
+        @property
+        def field_string(self) -> str:
+            return self._data[11]
+
+        @property
+        def field_uuid(self) -> UUID:
+            return self._data[12]
 
     record = AllPrimitivesRecord(
         b"\x124Vx\x124Vx\x124Vx\x124Vx",
diff --git a/tests/avro/test_reader.py b/tests/avro/test_reader.py
index 3fdd3bbda3..82473d11d1 100644
--- a/tests/avro/test_reader.py
+++ b/tests/avro/test_reader.py
@@ -350,7 +350,7 @@ def test_read_struct(decoder_class: Callable[[bytes], BinaryDecoder]) -> None:
     decoder = decoder_class(b"\x18")
     struct = StructType(NestedField(1, "id", IntegerType(), required=True))
     result = StructReader(((0, IntegerReader()),), Record, struct).read(decoder)
-    assert repr(result) == "Record[id=12]"
+    assert repr(result) == "Record[12]"
 
 
 @pytest.mark.parametrize("decoder_class", AVAILABLE_DECODERS)
@@ -361,10 +361,10 @@ def test_read_struct_lambda(decoder_class: Callable[[bytes], BinaryDecoder]) ->
     # You can also pass in an arbitrary function that returns a struct
     result = StructReader(
         ((0, IntegerReader()),),
-        lambda struct: Record(struct=struct),
+        Record,
         struct,  # pylint: disable=unnecessary-lambda
     ).read(decoder)
-    assert repr(result) == "Record[id=12]"
+    assert repr(result) == "Record[12]"
 
 
 @pytest.mark.parametrize("decoder_class", AVAILABLE_DECODERS)
@@ -376,19 +376,3 @@ def test_read_not_struct_type(decoder_class: Callable[[bytes], BinaryDecoder]) -
         _ = StructReader(((0, IntegerReader()),), str, struct).read(decoder)  # type: ignore
 
     assert "Incompatible with StructProtocol: <class 'str'>" in str(exc_info.value)
-
-
-@pytest.mark.parametrize("decoder_class", AVAILABLE_DECODERS)
-def test_read_struct_exception_handling(decoder_class: Callable[[bytes], BinaryDecoder]) -> None:
-    decoder = decoder_class(b"\x18")
-
-    def raise_err(struct: StructType) -> None:
-        raise TypeError("boom")
-
-    struct = StructType(NestedField(1, "id", IntegerType(), required=True))
-    # You can also pass in an arbitrary function that returns a struct
-
-    with pytest.raises(ValueError) as exc_info:
-        _ = StructReader(((0, IntegerReader()),), raise_err, struct).read(decoder)  # type: ignore
-
-    assert "Unable to initialize struct:" in str(exc_info.value)
diff --git a/tests/avro/test_resolver.py b/tests/avro/test_resolver.py
index b5388b5ebb..26b44e8e23 100644
--- a/tests/avro/test_resolver.py
+++ b/tests/avro/test_resolver.py
@@ -289,15 +289,15 @@ class Ints(Record):
             c: int = Field()
             d: Optional[int] = Field()
 
-        MANIFEST_ENTRY_SCHEMA = Schema(
+        ints_schema = Schema(
             NestedField(3, "c", IntegerType(), required=True),
             NestedField(4, "d", IntegerType(), required=False),
         )
 
-        with AvroFile[Ints](PyArrowFileIO().new_input(tmp_avro_file), MANIFEST_ENTRY_SCHEMA, {-1: Ints}) as reader:
+        with AvroFile[Ints](PyArrowFileIO().new_input(tmp_avro_file), ints_schema, {-1: Ints}) as reader:
             records = list(reader)
 
-    assert repr(records) == "[Ints[c=3, d=None]]"
+    assert repr(records) == "[Ints[3, None]]"
 
 
 def test_resolver_initial_value() -> None:
diff --git a/tests/avro/test_writer.py b/tests/avro/test_writer.py
index 3114b97d2b..c655156c2a 100644
--- a/tests/avro/test_writer.py
+++ b/tests/avro/test_writer.py
@@ -19,7 +19,6 @@
 import io
 import struct
 from _decimal import Decimal
-from typing import Dict, List
 
 from pyiceberg.avro.encoder import BinaryEncoder
 from pyiceberg.avro.resolver import construct_writer
@@ -152,16 +151,11 @@ def test_write_simple_struct() -> None:
     schema = StructType(
         NestedField(1, "id", IntegerType(), required=True), NestedField(2, "property", StringType(), required=True)
     )
-
-    class MyStruct(Record):
-        id: int
-        property: str
-
-    my_struct = MyStruct(id=12, property="awesome")
+    struct = Record(12, "awesome")
 
     enc_str = b"awesome"
 
-    construct_writer(schema).write(encoder, my_struct)
+    construct_writer(schema).write(encoder, struct)
 
     assert output.getbuffer() == b"".join([b"\x18", zigzag_encode(len(enc_str)), enc_str])
 
@@ -175,18 +169,13 @@ def test_write_struct_with_dict() -> None:
         NestedField(2, "properties", MapType(3, IntegerType(), 4, IntegerType()), required=True),
     )
 
-    class MyStruct(Record):
-        id: int
-        properties: Dict[int, int]
-
-    my_struct = MyStruct(id=12, properties={1: 2, 3: 4})
-
-    construct_writer(schema).write(encoder, my_struct)
+    struct = Record(12, {1: 2, 3: 4})
+    construct_writer(schema).write(encoder, struct)
 
     assert output.getbuffer() == b"".join(
         [
             b"\x18",
-            zigzag_encode(len(my_struct.properties)),
+            zigzag_encode(len(struct[1])),
             zigzag_encode(1),
             zigzag_encode(2),
             zigzag_encode(3),
@@ -205,18 +194,14 @@ def test_write_struct_with_list() -> None:
         NestedField(2, "properties", ListType(3, IntegerType()), required=True),
     )
 
-    class MyStruct(Record):
-        id: int
-        properties: List[int]
-
-    my_struct = MyStruct(id=12, properties=[1, 2, 3, 4])
+    struct = Record(12, [1, 2, 3, 4])
 
-    construct_writer(schema).write(encoder, my_struct)
+    construct_writer(schema).write(encoder, struct)
 
     assert output.getbuffer() == b"".join(
         [
             b"\x18",
-            zigzag_encode(len(my_struct.properties)),
+            zigzag_encode(len(struct[1])),
             zigzag_encode(1),
             zigzag_encode(2),
             zigzag_encode(3),
diff --git a/tests/conftest.py b/tests/conftest.py
index 095b139a3e..09f3a15d56 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -2309,7 +2309,7 @@ def data_file(table_schema_simple: Schema, tmp_path: str) -> str:
 @pytest.fixture
 def example_task(data_file: str) -> FileScanTask:
     return FileScanTask(
-        data_file=DataFile(file_path=data_file, file_format=FileFormat.PARQUET, file_size_in_bytes=1925),
+        data_file=DataFile.from_args(file_path=data_file, file_format=FileFormat.PARQUET, file_size_in_bytes=1925),
     )
 
 
diff --git a/tests/expressions/test_evaluator.py b/tests/expressions/test_evaluator.py
index e2b1f27377..7b15099105 100644
--- a/tests/expressions/test_evaluator.py
+++ b/tests/expressions/test_evaluator.py
@@ -42,6 +42,7 @@
 from pyiceberg.expressions.visitors import _InclusiveMetricsEvaluator, _StrictMetricsEvaluator
 from pyiceberg.manifest import DataFile, FileFormat
 from pyiceberg.schema import Schema
+from pyiceberg.typedef import Record
 from pyiceberg.types import (
     DoubleType,
     FloatType,
@@ -91,7 +92,7 @@ def schema_data_file() -> Schema:
 
 @pytest.fixture
 def data_file() -> DataFile:
-    return DataFile(
+    return DataFile.from_args(
         file_path="file_1.parquet",
         file_format=FileFormat.PARQUET,
         partition={},
@@ -133,7 +134,7 @@ def data_file() -> DataFile:
 
 @pytest.fixture
 def data_file_2() -> DataFile:
-    return DataFile(
+    return DataFile.from_args(
         file_path="file_2.parquet",
         file_format=FileFormat.PARQUET,
         partition={},
@@ -149,7 +150,7 @@ def data_file_2() -> DataFile:
 
 @pytest.fixture
 def data_file_3() -> DataFile:
-    return DataFile(
+    return DataFile.from_args(
         file_path="file_3.parquet",
         file_format=FileFormat.PARQUET,
         partition={},
@@ -165,7 +166,7 @@ def data_file_3() -> DataFile:
 
 @pytest.fixture
 def data_file_4() -> DataFile:
-    return DataFile(
+    return DataFile.from_args(
         file_path="file_4.parquet",
         file_format=FileFormat.PARQUET,
         partition={},
@@ -288,10 +289,10 @@ def test_missing_stats() -> None:
         NestedField(2, "no_stats", DoubleType(), required=False),
     )
 
-    no_stats_file = DataFile(
+    no_stats_file = DataFile.from_args(
         file_path="file_1.parquet",
         file_format=FileFormat.PARQUET,
-        partition={},
+        partition=Record(),
         record_count=50,
         value_counts=None,
         null_value_counts=None,
@@ -319,7 +320,9 @@ def test_missing_stats() -> None:
 
 
 def test_zero_record_file_stats(schema_data_file: Schema) -> None:
-    zero_record_data_file = DataFile(file_path="file_1.parquet", file_format=FileFormat.PARQUET, partition={}, record_count=0)
+    zero_record_data_file = DataFile.from_args(
+        file_path="file_1.parquet", file_format=FileFormat.PARQUET, partition=Record(), record_count=0
+    )
 
     expressions = [
         LessThan("no_stats", 5),
@@ -636,7 +639,7 @@ def schema_data_file_nan() -> Schema:
 
 @pytest.fixture
 def data_file_nan() -> DataFile:
-    return DataFile(
+    return DataFile.from_args(
         file_path="file.avro",
         file_format=FileFormat.PARQUET,
         partition={},
@@ -949,7 +952,7 @@ def strict_data_file_schema() -> Schema:
 
 @pytest.fixture
 def strict_data_file_1() -> DataFile:
-    return DataFile(
+    return DataFile.from_args(
         file_path="file_1.parquet",
         file_format=FileFormat.PARQUET,
         partition={},
@@ -990,7 +993,7 @@ def strict_data_file_1() -> DataFile:
 
 @pytest.fixture
 def strict_data_file_2() -> DataFile:
-    return DataFile(
+    return DataFile.from_args(
         file_path="file_2.parquet",
         file_format=FileFormat.PARQUET,
         partition={},
@@ -1015,7 +1018,7 @@ def strict_data_file_2() -> DataFile:
 
 @pytest.fixture
 def strict_data_file_3() -> DataFile:
-    return DataFile(
+    return DataFile.from_args(
         file_path="file_3.parquet",
         file_format=FileFormat.PARQUET,
         partition={},
@@ -1147,10 +1150,10 @@ def test_strict_missing_stats(strict_data_file_schema: Schema, strict_data_file_
         NestedField(2, "no_stats", DoubleType(), required=False),
     )
 
-    no_stats_file = DataFile(
+    no_stats_file = DataFile.from_args(
         file_path="file_1.parquet",
         file_format=FileFormat.PARQUET,
-        partition={},
+        partition=Record(),
         record_count=50,
         value_counts=None,
         null_value_counts=None,
@@ -1178,7 +1181,9 @@ def test_strict_missing_stats(strict_data_file_schema: Schema, strict_data_file_
 
 
 def test_strict_zero_record_file_stats(strict_data_file_schema: Schema) -> None:
-    zero_record_data_file = DataFile(file_path="file_1.parquet", file_format=FileFormat.PARQUET, partition={}, record_count=0)
+    zero_record_data_file = DataFile.from_args(
+        file_path="file_1.parquet", file_format=FileFormat.PARQUET, partition=Record(), record_count=0
+    )
 
     expressions = [
         LessThan("no_stats", 5),
diff --git a/tests/expressions/test_expressions.py b/tests/expressions/test_expressions.py
index 858a9ff852..828d32704a 100644
--- a/tests/expressions/test_expressions.py
+++ b/tests/expressions/test_expressions.py
@@ -64,8 +64,6 @@
 from pyiceberg.schema import Accessor, Schema
 from pyiceberg.typedef import Record
 from pyiceberg.types import (
-    BinaryType,
-    BooleanType,
     DecimalType,
     DoubleType,
     FloatType,
@@ -75,7 +73,6 @@
     NestedField,
     StringType,
     StructType,
-    UUIDType,
 )
 from pyiceberg.utils.singleton import Singleton
 
@@ -630,22 +627,7 @@ def test_invert_always() -> None:
 def test_accessor_base_class() -> None:
     """Test retrieving a value at a position of a container using an accessor"""
 
-    struct = Record(
-        struct=StructType(
-            NestedField(1, "a", StringType()),
-            NestedField(2, "b", StringType()),
-            NestedField(3, "c", StringType()),
-            NestedField(4, "d", IntegerType()),
-            NestedField(5, "e", IntegerType()),
-            NestedField(6, "f", IntegerType()),
-            NestedField(7, "g", FloatType()),
-            NestedField(8, "h", DecimalType(8, 4)),
-            NestedField(9, "i", UUIDType()),
-            NestedField(10, "j", BooleanType()),
-            NestedField(11, "k", BooleanType()),
-            NestedField(12, "l", BinaryType()),
-        )
-    )
+    struct = Record(*[None] * 12)
 
     uuid_value = uuid.uuid4()
 
@@ -985,11 +967,7 @@ def test_less_than_or_equal() -> None:
 
 def test_bound_reference_eval(table_schema_simple: Schema) -> None:
     """Test creating a BoundReference and evaluating it on a StructProtocol"""
-    struct = Record(struct=table_schema_simple.as_struct())
-
-    struct[0] = "foovalue"
-    struct[1] = 123
-    struct[2] = True
+    struct = Record("foovalue", 123, True)
 
     position1_accessor = Accessor(position=0)
     position2_accessor = Accessor(position=1)
diff --git a/tests/expressions/test_residual_evaluator.py b/tests/expressions/test_residual_evaluator.py
index cf01821787..ba0a0da2e5 100644
--- a/tests/expressions/test_residual_evaluator.py
+++ b/tests/expressions/test_residual_evaluator.py
@@ -58,7 +58,7 @@ def test_identity_transform_residual() -> None:
     )
     res_eval = residual_evaluator_of(spec=spec, expr=predicate, case_sensitive=True, schema=schema)
 
-    residual = res_eval.residual_for(Record(dateint=20170815))
+    residual = res_eval.residual_for(Record(20170815))
 
     # assert residual == True
     assert isinstance(residual, LessThan)
@@ -67,7 +67,7 @@ def test_identity_transform_residual() -> None:
     assert residual.literal.value == 12
     assert type(residual) is LessThan
 
-    residual = res_eval.residual_for(Record(dateint=20170801))
+    residual = res_eval.residual_for(Record(20170801))
 
     # assert isinstance(residual, UnboundPredicate)
     from pyiceberg.expressions import LiteralPredicate
@@ -79,11 +79,11 @@ def test_identity_transform_residual() -> None:
     assert residual.literal.value == 11  # type :ignore
     # assert type(residual) == BoundGreaterThan
 
-    residual = res_eval.residual_for(Record(dateint=20170812))
+    residual = res_eval.residual_for(Record(20170812))
 
     assert residual == AlwaysTrue()
 
-    residual = res_eval.residual_for(Record(dateint=20170817))
+    residual = res_eval.residual_for(Record(20170817))
 
     assert residual == AlwaysFalse()
 
@@ -103,7 +103,7 @@ def test_case_insensitive_identity_transform_residuals() -> None:
     res_eval = residual_evaluator_of(spec=spec, expr=predicate, case_sensitive=True, schema=schema)
 
     with pytest.raises(ValueError) as e:
-        res_eval.residual_for(Record(dateint=20170815))
+        res_eval.residual_for(Record(20170815))
     assert "Could not find field with name DATEINT, case_sensitive=True" in str(e.value)
 
 
@@ -142,7 +142,7 @@ def test_in() -> None:
 
     res_eval = residual_evaluator_of(spec=spec, expr=predicate, case_sensitive=True, schema=schema)
 
-    residual = res_eval.residual_for(Record(dateint=20170815))
+    residual = res_eval.residual_for(Record(20170815))
 
     assert residual == AlwaysTrue()
 
@@ -178,10 +178,10 @@ def test_not_in() -> None:
 
     res_eval = residual_evaluator_of(spec=spec, expr=predicate, case_sensitive=True, schema=schema)
 
-    residual = res_eval.residual_for(Record(dateint=20180815))
+    residual = res_eval.residual_for(Record(20180815))
     assert residual == AlwaysTrue()
 
-    residual = res_eval.residual_for(Record(dateint=20170815))
+    residual = res_eval.residual_for(Record(20170815))
     assert residual == AlwaysFalse()
 
 
@@ -194,10 +194,10 @@ def test_is_nan() -> None:
 
     res_eval = residual_evaluator_of(spec=spec, expr=predicate, case_sensitive=True, schema=schema)
 
-    residual = res_eval.residual_for(Record(double=float("nan")))
+    residual = res_eval.residual_for(Record(float("nan")))
     assert residual == AlwaysTrue()
 
-    residual = res_eval.residual_for(Record(double=2))
+    residual = res_eval.residual_for(Record(2))
     assert residual == AlwaysFalse()
 
 
@@ -210,10 +210,10 @@ def test_is_not_nan() -> None:
 
     res_eval = residual_evaluator_of(spec=spec, expr=predicate, case_sensitive=True, schema=schema)
 
-    residual = res_eval.residual_for(Record(double=None))
+    residual = res_eval.residual_for(Record(None))
     assert residual == AlwaysFalse()
 
-    residual = res_eval.residual_for(Record(double=2))
+    residual = res_eval.residual_for(Record(2))
     assert residual == AlwaysTrue()
 
     spec = PartitionSpec(PartitionField(51, 1051, IdentityTransform(), "float_part"))
@@ -222,10 +222,10 @@ def test_is_not_nan() -> None:
 
     res_eval = residual_evaluator_of(spec=spec, expr=predicate, case_sensitive=True, schema=schema)
 
-    residual = res_eval.residual_for(Record(double=None))
+    residual = res_eval.residual_for(Record(None))
     assert residual == AlwaysFalse()
 
-    residual = res_eval.residual_for(Record(double=2))
+    residual = res_eval.residual_for(Record(2))
     assert residual == AlwaysTrue()
 
 
diff --git a/tests/expressions/test_visitors.py b/tests/expressions/test_visitors.py
index 586ba9f5d4..9e0d667b10 100644
--- a/tests/expressions/test_visitors.py
+++ b/tests/expressions/test_visitors.py
@@ -822,7 +822,7 @@ def _to_byte_buffer(field_type: IcebergType, val: Any) -> bytes:
 
 def _to_manifest_file(*partitions: PartitionFieldSummary) -> ManifestFile:
     """Helper to create a ManifestFile"""
-    return ManifestFile(manifest_path="", manifest_length=0, partition_spec_id=0, partitions=partitions)
+    return ManifestFile.from_args(manifest_path="", manifest_length=0, partition_spec_id=0, partitions=partitions)
 
 
 INT_MIN_VALUE = 30
@@ -863,81 +863,81 @@ def manifest_no_stats() -> ManifestFile:
 def manifest() -> ManifestFile:
     return _to_manifest_file(
         # id
-        PartitionFieldSummary(
+        PartitionFieldSummary.from_args(
             contains_null=False,
             contains_nan=None,
             lower_bound=INT_MIN,
             upper_bound=INT_MAX,
         ),
         # all_nulls_missing_nan
-        PartitionFieldSummary(
+        PartitionFieldSummary.from_args(
             contains_null=True,
             contains_nan=None,
             lower_bound=None,
             upper_bound=None,
         ),
         # some_nulls
-        PartitionFieldSummary(
+        PartitionFieldSummary.from_args(
             contains_null=True,
             contains_nan=None,
             lower_bound=STRING_MIN,
             upper_bound=STRING_MAX,
         ),
         # no_nulls
-        PartitionFieldSummary(
+        PartitionFieldSummary.from_args(
             contains_null=False,
             contains_nan=None,
             lower_bound=STRING_MIN,
             upper_bound=STRING_MAX,
         ),
         # float
-        PartitionFieldSummary(
+        PartitionFieldSummary.from_args(
             contains_null=True,
             contains_nan=None,
             lower_bound=_to_byte_buffer(FloatType(), 0.0),
             upper_bound=_to_byte_buffer(FloatType(), 20.0),
         ),
         # all_nulls_double
-        PartitionFieldSummary(contains_null=True, contains_nan=None, lower_bound=None, upper_bound=None),
+        PartitionFieldSummary.from_args(contains_null=True, contains_nan=None, lower_bound=None, upper_bound=None),
         # all_nulls_no_nans
-        PartitionFieldSummary(
+        PartitionFieldSummary.from_args(
             contains_null=True,
             contains_nan=False,
             lower_bound=None,
             upper_bound=None,
         ),
         # all_nans
-        PartitionFieldSummary(
+        PartitionFieldSummary.from_args(
             contains_null=False,
             contains_nan=True,
             lower_bound=None,
             upper_bound=None,
         ),
         # both_nan_and_null
-        PartitionFieldSummary(
+        PartitionFieldSummary.from_args(
             contains_null=True,
             contains_nan=True,
             lower_bound=None,
             upper_bound=None,
         ),
         # no_nan_or_null
-        PartitionFieldSummary(
+        PartitionFieldSummary.from_args(
             contains_null=False,
             contains_nan=False,
             lower_bound=_to_byte_buffer(FloatType(), 0.0),
             upper_bound=_to_byte_buffer(FloatType(), 20.0),
         ),
         # all_nulls_missing_nan_float
-        PartitionFieldSummary(contains_null=True, contains_nan=None, lower_bound=None, upper_bound=None),
+        PartitionFieldSummary.from_args(contains_null=True, contains_nan=None, lower_bound=None, upper_bound=None),
         # all_same_value_or_null
-        PartitionFieldSummary(
+        PartitionFieldSummary.from_args(
             contains_null=True,
             contains_nan=None,
             lower_bound=STRING_MIN,
             upper_bound=STRING_MIN,
         ),
         # no_nulls_same_value_a
-        PartitionFieldSummary(
+        PartitionFieldSummary.from_args(
             contains_null=False,
             contains_nan=None,
             lower_bound=STRING_MIN,
@@ -1607,7 +1607,7 @@ def test_dnf_to_dask(table_schema_simple: Schema) -> None:
 
 
 def test_expression_evaluator_null() -> None:
-    struct = Record(a=None)
+    struct = Record(None)
     schema = Schema(NestedField(1, "a", IntegerType(), required=False), schema_id=1)
     assert expression_evaluator(schema, In("a", {1, 2, 3}), case_sensitive=True)(struct) is False
     assert expression_evaluator(schema, NotIn("a", {1, 2, 3}), case_sensitive=True)(struct) is True
diff --git a/tests/integration/test_partitioning_key.py b/tests/integration/test_partitioning_key.py
index 1066753655..f9bdd4eead 100644
--- a/tests/integration/test_partitioning_key.py
+++ b/tests/integration/test_partitioning_key.py
@@ -26,7 +26,7 @@
 
 from pyiceberg.catalog import Catalog
 from pyiceberg.partitioning import PartitionField, PartitionFieldValue, PartitionKey, PartitionSpec
-from pyiceberg.schema import Schema, make_compatible_name
+from pyiceberg.schema import Schema
 from pyiceberg.transforms import (
     BucketTransform,
     DayTransform,
@@ -84,7 +84,7 @@
         (
             [PartitionField(source_id=1, field_id=1001, transform=IdentityTransform(), name="boolean_field")],
             [False],
-            Record(boolean_field=False),
+            Record(False),
             "boolean_field=false",
             f"""CREATE TABLE {identifier} (
                 boolean_field boolean,
@@ -103,7 +103,7 @@
         (
             [PartitionField(source_id=2, field_id=1001, transform=IdentityTransform(), name="string_field")],
             ["sample_string"],
-            Record(string_field="sample_string"),
+            Record("sample_string"),
             "string_field=sample_string",
             f"""CREATE TABLE {identifier} (
                 string_field string,
@@ -122,7 +122,7 @@
         (
             [PartitionField(source_id=4, field_id=1001, transform=IdentityTransform(), name="int_field")],
             [42],
-            Record(int_field=42),
+            Record(42),
             "int_field=42",
             f"""CREATE TABLE {identifier} (
                 int_field int,
@@ -141,7 +141,7 @@
         (
             [PartitionField(source_id=5, field_id=1001, transform=IdentityTransform(), name="long_field")],
             [1234567890123456789],
-            Record(long_field=1234567890123456789),
+            Record(1234567890123456789),
             "long_field=1234567890123456789",
             f"""CREATE TABLE {identifier} (
                 long_field bigint,
@@ -160,7 +160,7 @@
         (
             [PartitionField(source_id=6, field_id=1001, transform=IdentityTransform(), name="float_field")],
             [3.14],
-            Record(float_field=3.14),
+            Record(3.14),
             "float_field=3.14",
             # spark writes differently as pyiceberg, Record[float_field=3.140000104904175], path:float_field=3.14 (Record has difference)
             # so justification (compare expected value with spark behavior) would fail.
@@ -183,7 +183,7 @@
         (
             [PartitionField(source_id=7, field_id=1001, transform=IdentityTransform(), name="double_field")],
             [6.282],
-            Record(double_field=6.282),
+            Record(6.282),
             "double_field=6.282",
             # spark writes differently as pyiceberg, Record[double_field=6.2820000648498535] path:double_field=6.282 (Record has difference)
             # so justification (compare expected value with spark behavior) would fail.
@@ -206,7 +206,7 @@
         (
             [PartitionField(source_id=8, field_id=1001, transform=IdentityTransform(), name="timestamp_field")],
             [datetime(2023, 1, 1, 12, 0, 1, 999)],
-            Record(timestamp_field=1672574401000999),
+            Record(1672574401000999),
             "timestamp_field=2023-01-01T12%3A00%3A01.000999",
             f"""CREATE TABLE {identifier} (
                 timestamp_field timestamp_ntz,
@@ -225,7 +225,7 @@
         (
             [PartitionField(source_id=8, field_id=1001, transform=IdentityTransform(), name="timestamp_field")],
             [datetime(2023, 1, 1, 12, 0, 1)],
-            Record(timestamp_field=1672574401000000),
+            Record(1672574401000000),
             "timestamp_field=2023-01-01T12%3A00%3A01",
             f"""CREATE TABLE {identifier} (
                 timestamp_field timestamp_ntz,
@@ -244,7 +244,7 @@
         (
             [PartitionField(source_id=8, field_id=1001, transform=IdentityTransform(), name="timestamp_field")],
             [datetime(2023, 1, 1, 12, 0, 0)],
-            Record(timestamp_field=1672574400000000),
+            Record(1672574400000000),
             "timestamp_field=2023-01-01T12%3A00%3A00",
             # Spark writes differently as pyiceberg, so justification (compare expected value with spark behavior) would fail
             # AssertionError: assert 'timestamp_field=2023-01-01T12%3A00%3A00' in 's3://warehouse/default/test_table/data/timestamp_field=2023-01-01T12%3A00/00000-5-f9dca69a-9fb7-4830-9ef6-62d3d7afc09e-00001.parquet'
@@ -268,7 +268,7 @@
         (
             [PartitionField(source_id=9, field_id=1001, transform=IdentityTransform(), name="timestamptz_field")],
             [datetime(2023, 1, 1, 12, 0, 1, 999, tzinfo=timezone(timedelta(hours=3)))],
-            Record(timestamptz_field=1672563601000999),
+            Record(1672563601000999),
             "timestamptz_field=2023-01-01T09%3A00%3A01.000999%2B00%3A00",
             # Spark writes differently as pyiceberg, so justification (compare expected value with spark behavior) would fail
             # AssertionError: assert 'timestamptz_field=2023-01-01T09%3A00%3A01.000999%2B00%3A00' in 's3://warehouse/default/test_table/data/timestamptz_field=2023-01-01T09%3A00%3A01.000999Z/00000-5-b710fc4d-66b6-47f1-b8ae-6208f8aaa2d4-00001.parquet'
@@ -292,7 +292,7 @@
         (
             [PartitionField(source_id=10, field_id=1001, transform=IdentityTransform(), name="date_field")],
             [date(2023, 1, 1)],
-            Record(date_field=19358),
+            Record(19358),
             "date_field=2023-01-01",
             f"""CREATE TABLE {identifier} (
                 date_field date,
@@ -311,7 +311,7 @@
         (
             [PartitionField(source_id=14, field_id=1001, transform=IdentityTransform(), name="uuid_field")],
             [uuid.UUID("f47ac10b-58cc-4372-a567-0e02b2c3d479")],
-            Record(uuid_field="f47ac10b-58cc-4372-a567-0e02b2c3d479"),
+            Record("f47ac10b-58cc-4372-a567-0e02b2c3d479"),
             "uuid_field=f47ac10b-58cc-4372-a567-0e02b2c3d479",
             f"""CREATE TABLE {identifier} (
                 uuid_field string,
@@ -330,7 +330,7 @@
         (
             [PartitionField(source_id=11, field_id=1001, transform=IdentityTransform(), name="binary_field")],
             [b"example"],
-            Record(binary_field=b"example"),
+            Record(b"example"),
             "binary_field=ZXhhbXBsZQ%3D%3D",
             f"""CREATE TABLE {identifier} (
                 binary_field binary,
@@ -349,7 +349,7 @@
         (
             [PartitionField(source_id=13, field_id=1001, transform=IdentityTransform(), name="decimal_field")],
             [Decimal("123.45")],
-            Record(decimal_field=Decimal("123.45")),
+            Record(Decimal("123.45")),
             "decimal_field=123.45",
             f"""CREATE TABLE {identifier} (
                 decimal_field decimal(5,2),
@@ -370,7 +370,7 @@
         (
             [PartitionField(source_id=8, field_id=1001, transform=MonthTransform(), name="timestamp_field_month")],
             [datetime(2023, 1, 1, 11, 55, 59, 999999)],
-            Record(timestamp_field_month=((2023 - 1970) * 12)),
+            Record((2023 - 1970) * 12),
             "timestamp_field_month=2023-01",
             f"""CREATE TABLE {identifier} (
                 timestamp_field timestamp_ntz,
@@ -389,7 +389,7 @@
         (
             [PartitionField(source_id=9, field_id=1001, transform=MonthTransform(), name="timestamptz_field_month")],
             [datetime(2023, 1, 1, 12, 0, 1, 999, tzinfo=timezone(timedelta(hours=3)))],
-            Record(timestamptz_field_month=((2023 - 1970) * 12 + 1 - 1)),
+            Record((2023 - 1970) * 12 + 1 - 1),
             "timestamptz_field_month=2023-01",
             f"""CREATE TABLE {identifier} (
                 timestamptz_field timestamp,
@@ -408,7 +408,7 @@
         (
             [PartitionField(source_id=10, field_id=1001, transform=MonthTransform(), name="date_field_month")],
             [date(2023, 1, 1)],
-            Record(date_field_month=((2023 - 1970) * 12)),
+            Record((2023 - 1970) * 12),
             "date_field_month=2023-01",
             f"""CREATE TABLE {identifier} (
                 date_field date,
@@ -428,7 +428,7 @@
         (
             [PartitionField(source_id=8, field_id=1001, transform=YearTransform(), name="timestamp_field_year")],
             [datetime(2023, 1, 1, 11, 55, 59, 999999)],
-            Record(timestamp_field_year=(2023 - 1970)),
+            Record(2023 - 1970),
             "timestamp_field_year=2023",
             f"""CREATE TABLE {identifier}  (
                 timestamp_field timestamp,
@@ -447,7 +447,7 @@
         (
             [PartitionField(source_id=9, field_id=1001, transform=YearTransform(), name="timestamptz_field_year")],
             [datetime(2023, 1, 1, 12, 0, 1, 999, tzinfo=timezone(timedelta(hours=3)))],
-            Record(timestamptz_field_year=53),
+            Record(53),
             "timestamptz_field_year=2023",
             f"""CREATE TABLE {identifier} (
                 timestamptz_field timestamp,
@@ -466,7 +466,7 @@
         (
             [PartitionField(source_id=10, field_id=1001, transform=YearTransform(), name="date_field_year")],
             [date(2023, 1, 1)],
-            Record(date_field_year=(2023 - 1970)),
+            Record(2023 - 1970),
             "date_field_year=2023",
             f"""CREATE TABLE {identifier} (
                 date_field date,
@@ -486,7 +486,7 @@
         (
             [PartitionField(source_id=8, field_id=1001, transform=DayTransform(), name="timestamp_field_day")],
             [datetime(2023, 1, 1, 11, 55, 59, 999999)],
-            Record(timestamp_field_day=19358),
+            Record(19358),
             "timestamp_field_day=2023-01-01",
             f"""CREATE TABLE {identifier} (
                 timestamp_field timestamp,
@@ -505,7 +505,7 @@
         (
             [PartitionField(source_id=9, field_id=1001, transform=DayTransform(), name="timestamptz_field_day")],
             [datetime(2023, 1, 1, 12, 0, 1, 999, tzinfo=timezone(timedelta(hours=3)))],
-            Record(timestamptz_field_day=19358),
+            Record(19358),
             "timestamptz_field_day=2023-01-01",
             f"""CREATE TABLE {identifier} (
                 timestamptz_field timestamp,
@@ -524,7 +524,7 @@
         (
             [PartitionField(source_id=10, field_id=1001, transform=DayTransform(), name="date_field_day")],
             [date(2023, 1, 1)],
-            Record(date_field_day=19358),
+            Record(19358),
             "date_field_day=2023-01-01",
             f"""CREATE TABLE {identifier} (
                 date_field date,
@@ -544,7 +544,7 @@
         (
             [PartitionField(source_id=8, field_id=1001, transform=HourTransform(), name="timestamp_field_hour")],
             [datetime(2023, 1, 1, 11, 55, 59, 999999)],
-            Record(timestamp_field_hour=464603),
+            Record(464603),
             "timestamp_field_hour=2023-01-01-11",
             f"""CREATE TABLE {identifier} (
                 timestamp_field timestamp,
@@ -563,7 +563,7 @@
         (
             [PartitionField(source_id=9, field_id=1001, transform=HourTransform(), name="timestamptz_field_hour")],
             [datetime(2023, 1, 1, 12, 0, 1, 999, tzinfo=timezone(timedelta(hours=3)))],
-            Record(timestamptz_field_hour=464601),
+            Record(464601),
             "timestamptz_field_hour=2023-01-01-09",
             f"""CREATE TABLE {identifier} (
                 timestamptz_field timestamp,
@@ -583,7 +583,7 @@
         (
             [PartitionField(source_id=4, field_id=1001, transform=TruncateTransform(10), name="int_field_trunc")],
             [12345],
-            Record(int_field_trunc=12340),
+            Record(12340),
             "int_field_trunc=12340",
             f"""CREATE TABLE {identifier} (
                 int_field int,
@@ -602,7 +602,7 @@
         (
             [PartitionField(source_id=5, field_id=1001, transform=TruncateTransform(2), name="bigint_field_trunc")],
             [2**32 + 1],
-            Record(bigint_field_trunc=2**32),  # 4294967296
+            Record(2**32),  # 4294967296
             "bigint_field_trunc=4294967296",
             f"""CREATE TABLE {identifier} (
                 bigint_field bigint,
@@ -621,7 +621,7 @@
         (
             [PartitionField(source_id=2, field_id=1001, transform=TruncateTransform(3), name="string_field_trunc")],
             ["abcdefg"],
-            Record(string_field_trunc="abc"),
+            Record("abc"),
             "string_field_trunc=abc",
             f"""CREATE TABLE {identifier} (
                 string_field string,
@@ -640,7 +640,7 @@
         (
             [PartitionField(source_id=13, field_id=1001, transform=TruncateTransform(width=5), name="decimal_field_trunc")],
             [Decimal("678.93")],
-            Record(decimal_field_trunc=Decimal("678.90")),
+            Record(Decimal("678.90")),
             "decimal_field_trunc=678.90",  # Assuming truncation width of 1 leads to truncating to 670
             f"""CREATE TABLE {identifier} (
                 decimal_field decimal(5,2),
@@ -659,7 +659,7 @@
         (
             [PartitionField(source_id=11, field_id=1001, transform=TruncateTransform(10), name="binary_field_trunc")],
             [b"HELLOICEBERG"],
-            Record(binary_field_trunc=b"HELLOICEBE"),
+            Record(b"HELLOICEBE"),
             "binary_field_trunc=SEVMTE9JQ0VCRQ%3D%3D",
             f"""CREATE TABLE {identifier} (
                 binary_field binary,
@@ -679,7 +679,7 @@
         (
             [PartitionField(source_id=4, field_id=1001, transform=BucketTransform(2), name="int_field_bucket")],
             [10],
-            Record(int_field_bucket=0),
+            Record(0),
             "int_field_bucket=0",
             f"""CREATE TABLE {identifier} (
                 int_field int,
@@ -705,7 +705,7 @@
                 datetime(2023, 1, 1, 11, 55, 59, 999999),
                 date(2023, 1, 1),
             ],
-            Record(timestamp_field_year=53, date_field_day=19358),
+            Record(53, 19358),
             "timestamp_field_year=2023/date_field_day=2023-01-01",
             f"""CREATE TABLE {identifier} (
                 timestamp_field timestamp,
@@ -727,7 +727,7 @@
         (
             [PartitionField(source_id=15, field_id=1001, transform=IdentityTransform(), name="special#string+field")],
             ["special string"],
-            Record(**{"special#string+field": "special string"}),  # type: ignore
+            Record("special string"),
             "special%23string%2Bfield=special+string",
             f"""CREATE TABLE {identifier} (
                 `special#string+field` string
@@ -792,6 +792,5 @@ def test_partition_key(
             snapshot.manifests(iceberg_table.io)[0].fetch_manifest_entry(iceberg_table.io)[0].data_file.file_path
         )
         # Special characters in partition value are sanitized when written to the data file's partition field
-        sanitized_record = Record(**{make_compatible_name(k): v for k, v in vars(expected_partition_record).items()})
-        assert spark_partition_for_justification == sanitized_record
+        assert spark_partition_for_justification == expected_partition_record
         assert expected_hive_partition_path_slice in spark_path_for_justification
diff --git a/tests/integration/test_rest_manifest.py b/tests/integration/test_rest_manifest.py
index 82c41cfd93..dda0bbfe3b 100644
--- a/tests/integration/test_rest_manifest.py
+++ b/tests/integration/test_rest_manifest.py
@@ -20,7 +20,7 @@
 from copy import copy
 from enum import Enum
 from tempfile import TemporaryDirectory
-from typing import Any
+from typing import Any, List
 
 import pytest
 from fastavro import reader
@@ -29,12 +29,15 @@
 from pyiceberg.io.pyarrow import PyArrowFileIO
 from pyiceberg.manifest import DataFile, write_manifest
 from pyiceberg.table import Table
+from pyiceberg.typedef import Record
 from pyiceberg.utils.lazydict import LazyDict
 
 
 # helper function to serialize our objects to dicts to enable
 # direct comparison with the dicts returned by fastavro
-def todict(obj: Any) -> Any:
+def todict(obj: Any, spec_keys: List[str]) -> Any:
+    if type(obj) is Record:
+        return {key: obj[pos] for key, pos in zip(spec_keys, range(len(obj)))}
     if isinstance(obj, dict) or isinstance(obj, LazyDict):
         data = []
         for k, v in obj.items():
@@ -43,9 +46,13 @@ def todict(obj: Any) -> Any:
     elif isinstance(obj, Enum):
         return obj.value
     elif hasattr(obj, "__iter__") and not isinstance(obj, str) and not isinstance(obj, bytes):
-        return [todict(v) for v in obj]
+        return [todict(v, spec_keys) for v in obj]
     elif hasattr(obj, "__dict__"):
-        return {key: todict(value) for key, value in inspect.getmembers(obj) if not callable(value) and not key.startswith("_")}
+        return {
+            key: todict(value, spec_keys)
+            for key, value in inspect.getmembers(obj)
+            if not callable(value) and not key.startswith("_")
+        }
     else:
         return obj
 
@@ -80,7 +87,7 @@ def test_write_sample_manifest(table_test_all_types: Table) -> None:
     entry = test_manifest_entries[0]
     test_schema = table_test_all_types.schema()
     test_spec = table_test_all_types.spec()
-    wrapped_data_file_v2_debug = DataFile(
+    wrapped_data_file_v2_debug = DataFile.from_args(
         format_version=2,
         content=entry.data_file.content,
         file_path=entry.data_file.file_path,
@@ -102,9 +109,7 @@ def test_write_sample_manifest(table_test_all_types: Table) -> None:
     )
     wrapped_entry_v2 = copy(entry)
     wrapped_entry_v2.data_file = wrapped_data_file_v2_debug
-    wrapped_entry_v2_dict = todict(wrapped_entry_v2)
-    # This one should not be written
-    del wrapped_entry_v2_dict["data_file"]["spec_id"]
+    wrapped_entry_v2_dict = todict(wrapped_entry_v2, [field.name for field in test_spec.fields])
 
     with TemporaryDirectory() as tmpdir:
         tmp_avro_file = tmpdir + "/test_write_manifest.avro"
diff --git a/tests/io/test_pyarrow.py b/tests/io/test_pyarrow.py
index 02605d81a8..e90f3a46fc 100644
--- a/tests/io/test_pyarrow.py
+++ b/tests/io/test_pyarrow.py
@@ -977,7 +977,7 @@ def project(
     ).to_table(
         tasks=[
             FileScanTask(
-                DataFile(
+                DataFile.from_args(
                     content=DataFileContent.DATA,
                     file_path=file,
                     file_format=FileFormat.PARQUET,
@@ -1163,12 +1163,12 @@ def test_identity_transform_column_projection(tmp_path: str, catalog: InMemoryCa
         parquet_column_mapping=parquet_path_to_id_mapping(table.schema()),
     )
 
-    unpartitioned_file = DataFile(
+    unpartitioned_file = DataFile.from_args(
         content=DataFileContent.DATA,
         file_path=file_loc,
         file_format=FileFormat.PARQUET,
         # projected value
-        partition=Record(partition_id=1),
+        partition=Record(1),
         file_size_in_bytes=os.path.getsize(file_loc),
         sort_order_id=None,
         spec_id=table.metadata.default_spec_id,
@@ -1224,12 +1224,12 @@ def test_identity_transform_columns_projection(tmp_path: str, catalog: InMemoryC
         parquet_column_mapping=parquet_path_to_id_mapping(table.schema()),
     )
 
-    unpartitioned_file = DataFile(
+    unpartitioned_file = DataFile.from_args(
         content=DataFileContent.DATA,
         file_path=file_loc,
         file_format=FileFormat.PARQUET,
         # projected value
-        partition=Record(field_2=2, field_3=3),
+        partition=Record(2, 3),
         file_size_in_bytes=os.path.getsize(file_loc),
         sort_order_id=None,
         spec_id=table.metadata.default_spec_id,
@@ -1539,7 +1539,7 @@ def deletes_file(tmp_path: str, example_task: FileScanTask) -> str:
 
 
 def test_read_deletes(deletes_file: str, example_task: FileScanTask) -> None:
-    deletes = _read_deletes(LocalFileSystem(), DataFile(file_path=deletes_file, file_format=FileFormat.PARQUET))
+    deletes = _read_deletes(LocalFileSystem(), DataFile.from_args(file_path=deletes_file, file_format=FileFormat.PARQUET))
     assert set(deletes.keys()) == {example_task.file.file_path}
     assert list(deletes.values())[0] == pa.chunked_array([[1, 3, 5]])
 
@@ -1548,7 +1548,9 @@ def test_delete(deletes_file: str, example_task: FileScanTask, table_schema_simp
     metadata_location = "file://a/b/c.json"
     example_task_with_delete = FileScanTask(
         data_file=example_task.file,
-        delete_files={DataFile(content=DataFileContent.POSITION_DELETES, file_path=deletes_file, file_format=FileFormat.PARQUET)},
+        delete_files={
+            DataFile.from_args(content=DataFileContent.POSITION_DELETES, file_path=deletes_file, file_format=FileFormat.PARQUET)
+        },
     )
     with_deletes = ArrowScan(
         table_metadata=TableMetadataV2(
@@ -1582,8 +1584,8 @@ def test_delete_duplicates(deletes_file: str, example_task: FileScanTask, table_
     example_task_with_delete = FileScanTask(
         data_file=example_task.file,
         delete_files={
-            DataFile(content=DataFileContent.POSITION_DELETES, file_path=deletes_file, file_format=FileFormat.PARQUET),
-            DataFile(content=DataFileContent.POSITION_DELETES, file_path=deletes_file, file_format=FileFormat.PARQUET),
+            DataFile.from_args(content=DataFileContent.POSITION_DELETES, file_path=deletes_file, file_format=FileFormat.PARQUET),
+            DataFile.from_args(content=DataFileContent.POSITION_DELETES, file_path=deletes_file, file_format=FileFormat.PARQUET),
         },
     )
 
@@ -2142,12 +2144,12 @@ def test_partition_for_demo() -> None:
     )
     result = _determine_partitions(partition_spec, test_schema, arrow_table)
     assert {table_partition.partition_key.partition for table_partition in result} == {
-        Record(n_legs_identity=2, year_identity=2020),
-        Record(n_legs_identity=100, year_identity=2021),
-        Record(n_legs_identity=4, year_identity=2021),
-        Record(n_legs_identity=4, year_identity=2022),
-        Record(n_legs_identity=2, year_identity=2022),
-        Record(n_legs_identity=5, year_identity=2019),
+        Record(2, 2020),
+        Record(100, 2021),
+        Record(4, 2021),
+        Record(4, 2022),
+        Record(2, 2022),
+        Record(5, 2019),
     }
     assert (
         pa.concat_tables([table_partition.arrow_table_partition for table_partition in result]).num_rows == arrow_table.num_rows
@@ -2171,7 +2173,7 @@ def test_identity_partition_on_multi_columns() -> None:
         (None, 4, "Kirin"),
         (2021, None, "Fish"),
     ] * 2
-    expected = {Record(n_legs_identity=test_rows[i][1], year_identity=test_rows[i][0]) for i in range(len(test_rows))}
+    expected = {Record(test_rows[i][1], test_rows[i][0]) for i in range(len(test_rows))}
     partition_spec = PartitionSpec(
         PartitionField(source_id=2, field_id=1002, transform=IdentityTransform(), name="n_legs_identity"),
         PartitionField(source_id=1, field_id=1001, transform=IdentityTransform(), name="year_identity"),
diff --git a/tests/io/test_pyarrow_stats.py b/tests/io/test_pyarrow_stats.py
index 09c9eb4a67..7a4d47317a 100644
--- a/tests/io/test_pyarrow_stats.py
+++ b/tests/io/test_pyarrow_stats.py
@@ -195,7 +195,7 @@ def test_record_count() -> None:
         stats_columns=compute_statistics_plan(schema, table_metadata.properties),
         parquet_column_mapping=parquet_path_to_id_mapping(schema),
     )
-    datafile = DataFile(**statistics.to_serialized_dict())
+    datafile = DataFile.from_args(**statistics.to_serialized_dict())
     assert datafile.record_count == 4
 
 
@@ -208,7 +208,7 @@ def test_value_counts() -> None:
         stats_columns=compute_statistics_plan(schema, table_metadata.properties),
         parquet_column_mapping=parquet_path_to_id_mapping(schema),
     )
-    datafile = DataFile(**statistics.to_serialized_dict())
+    datafile = DataFile.from_args(**statistics.to_serialized_dict())
 
     assert len(datafile.value_counts) == 7
     assert datafile.value_counts[1] == 4
@@ -229,7 +229,7 @@ def test_column_sizes() -> None:
         stats_columns=compute_statistics_plan(schema, table_metadata.properties),
         parquet_column_mapping=parquet_path_to_id_mapping(schema),
     )
-    datafile = DataFile(**statistics.to_serialized_dict())
+    datafile = DataFile.from_args(**statistics.to_serialized_dict())
 
     assert len(datafile.column_sizes) == 7
     # these values are an artifact of how the write_table encodes the columns
@@ -249,7 +249,7 @@ def test_null_and_nan_counts() -> None:
         stats_columns=compute_statistics_plan(schema, table_metadata.properties),
         parquet_column_mapping=parquet_path_to_id_mapping(schema),
     )
-    datafile = DataFile(**statistics.to_serialized_dict())
+    datafile = DataFile.from_args(**statistics.to_serialized_dict())
 
     assert len(datafile.null_value_counts) == 7
     assert datafile.null_value_counts[1] == 1
@@ -276,7 +276,7 @@ def test_bounds() -> None:
         stats_columns=compute_statistics_plan(schema, table_metadata.properties),
         parquet_column_mapping=parquet_path_to_id_mapping(schema),
     )
-    datafile = DataFile(**statistics.to_serialized_dict())
+    datafile = DataFile.from_args(**statistics.to_serialized_dict())
 
     assert len(datafile.lower_bounds) == 2
     assert datafile.lower_bounds[1].decode() == "aaaaaaaaaaaaaaaa"
@@ -320,7 +320,7 @@ def test_metrics_mode_none() -> None:
         stats_columns=compute_statistics_plan(schema, table_metadata.properties),
         parquet_column_mapping=parquet_path_to_id_mapping(schema),
     )
-    datafile = DataFile(**statistics.to_serialized_dict())
+    datafile = DataFile.from_args(**statistics.to_serialized_dict())
 
     assert len(datafile.value_counts) == 0
     assert len(datafile.null_value_counts) == 0
@@ -339,7 +339,7 @@ def test_metrics_mode_counts() -> None:
         stats_columns=compute_statistics_plan(schema, table_metadata.properties),
         parquet_column_mapping=parquet_path_to_id_mapping(schema),
     )
-    datafile = DataFile(**statistics.to_serialized_dict())
+    datafile = DataFile.from_args(**statistics.to_serialized_dict())
 
     assert len(datafile.value_counts) == 7
     assert len(datafile.null_value_counts) == 7
@@ -358,7 +358,7 @@ def test_metrics_mode_full() -> None:
         stats_columns=compute_statistics_plan(schema, table_metadata.properties),
         parquet_column_mapping=parquet_path_to_id_mapping(schema),
     )
-    datafile = DataFile(**statistics.to_serialized_dict())
+    datafile = DataFile.from_args(**statistics.to_serialized_dict())
 
     assert len(datafile.value_counts) == 7
     assert len(datafile.null_value_counts) == 7
@@ -383,7 +383,7 @@ def test_metrics_mode_non_default_trunc() -> None:
         stats_columns=compute_statistics_plan(schema, table_metadata.properties),
         parquet_column_mapping=parquet_path_to_id_mapping(schema),
     )
-    datafile = DataFile(**statistics.to_serialized_dict())
+    datafile = DataFile.from_args(**statistics.to_serialized_dict())
 
     assert len(datafile.value_counts) == 7
     assert len(datafile.null_value_counts) == 7
@@ -409,7 +409,7 @@ def test_column_metrics_mode() -> None:
         stats_columns=compute_statistics_plan(schema, table_metadata.properties),
         parquet_column_mapping=parquet_path_to_id_mapping(schema),
     )
-    datafile = DataFile(**statistics.to_serialized_dict())
+    datafile = DataFile.from_args(**statistics.to_serialized_dict())
 
     assert len(datafile.value_counts) == 6
     assert len(datafile.null_value_counts) == 6
@@ -518,7 +518,7 @@ def test_metrics_primitive_types() -> None:
         stats_columns=compute_statistics_plan(schema, table_metadata.properties),
         parquet_column_mapping=parquet_path_to_id_mapping(schema),
     )
-    datafile = DataFile(**statistics.to_serialized_dict())
+    datafile = DataFile.from_args(**statistics.to_serialized_dict())
 
     assert len(datafile.value_counts) == 15
     assert len(datafile.null_value_counts) == 15
@@ -622,7 +622,7 @@ def test_metrics_invalid_upper_bound() -> None:
         stats_columns=compute_statistics_plan(schema, table_metadata.properties),
         parquet_column_mapping=parquet_path_to_id_mapping(schema),
     )
-    datafile = DataFile(**statistics.to_serialized_dict())
+    datafile = DataFile.from_args(**statistics.to_serialized_dict())
 
     assert len(datafile.value_counts) == 4
     assert len(datafile.null_value_counts) == 4
@@ -648,7 +648,7 @@ def test_offsets() -> None:
         stats_columns=compute_statistics_plan(schema, table_metadata.properties),
         parquet_column_mapping=parquet_path_to_id_mapping(schema),
     )
-    datafile = DataFile(**statistics.to_serialized_dict())
+    datafile = DataFile.from_args(**statistics.to_serialized_dict())
 
     assert datafile.split_offsets is not None
     assert len(datafile.split_offsets) == 1
@@ -723,7 +723,7 @@ def test_read_missing_statistics() -> None:
         parquet_column_mapping=parquet_path_to_id_mapping(schema),
     )
 
-    datafile = DataFile(**statistics.to_serialized_dict())
+    datafile = DataFile.from_args(**statistics.to_serialized_dict())
 
     # expect only "strings" column values to be reflected in the
     # upper_bound, lower_bound and null_value_counts props of datafile
diff --git a/tests/table/test_init.py b/tests/table/test_init.py
index 8de6f4123d..acc31d4722 100644
--- a/tests/table/test_init.py
+++ b/tests/table/test_init.py
@@ -395,10 +395,10 @@ def test_static_table_io_does_not_exist(metadata_location: str) -> None:
 
 
 def test_match_deletes_to_datafile() -> None:
-    data_entry = ManifestEntry(
+    data_entry = ManifestEntry.from_args(
         status=ManifestEntryStatus.ADDED,
         sequence_number=1,
-        data_file=DataFile(
+        data_file=DataFile.from_args(
             content=DataFileContent.DATA,
             file_path="s3://bucket/0000.parquet",
             file_format=FileFormat.PARQUET,
@@ -407,10 +407,10 @@ def test_match_deletes_to_datafile() -> None:
             file_size_in_bytes=3,
         ),
     )
-    delete_entry_1 = ManifestEntry(
+    delete_entry_1 = ManifestEntry.from_args(
         status=ManifestEntryStatus.ADDED,
         sequence_number=0,  # Older than the data
-        data_file=DataFile(
+        data_file=DataFile.from_args(
             content=DataFileContent.POSITION_DELETES,
             file_path="s3://bucket/0001-delete.parquet",
             file_format=FileFormat.PARQUET,
@@ -419,10 +419,10 @@ def test_match_deletes_to_datafile() -> None:
             file_size_in_bytes=3,
         ),
     )
-    delete_entry_2 = ManifestEntry(
+    delete_entry_2 = ManifestEntry.from_args(
         status=ManifestEntryStatus.ADDED,
         sequence_number=3,
-        data_file=DataFile(
+        data_file=DataFile.from_args(
             content=DataFileContent.POSITION_DELETES,
             file_path="s3://bucket/0002-delete.parquet",
             file_format=FileFormat.PARQUET,
@@ -446,10 +446,10 @@ def test_match_deletes_to_datafile() -> None:
 
 
 def test_match_deletes_to_datafile_duplicate_number() -> None:
-    data_entry = ManifestEntry(
+    data_entry = ManifestEntry.from_args(
         status=ManifestEntryStatus.ADDED,
         sequence_number=1,
-        data_file=DataFile(
+        data_file=DataFile.from_args(
             content=DataFileContent.DATA,
             file_path="s3://bucket/0000.parquet",
             file_format=FileFormat.PARQUET,
@@ -458,10 +458,10 @@ def test_match_deletes_to_datafile_duplicate_number() -> None:
             file_size_in_bytes=3,
         ),
     )
-    delete_entry_1 = ManifestEntry(
+    delete_entry_1 = ManifestEntry.from_args(
         status=ManifestEntryStatus.ADDED,
         sequence_number=3,
-        data_file=DataFile(
+        data_file=DataFile.from_args(
             content=DataFileContent.POSITION_DELETES,
             file_path="s3://bucket/0001-delete.parquet",
             file_format=FileFormat.PARQUET,
@@ -476,10 +476,10 @@ def test_match_deletes_to_datafile_duplicate_number() -> None:
             upper_bounds={},
         ),
     )
-    delete_entry_2 = ManifestEntry(
+    delete_entry_2 = ManifestEntry.from_args(
         status=ManifestEntryStatus.ADDED,
         sequence_number=3,
-        data_file=DataFile(
+        data_file=DataFile.from_args(
             content=DataFileContent.POSITION_DELETES,
             file_path="s3://bucket/0002-delete.parquet",
             file_format=FileFormat.PARQUET,
diff --git a/tests/table/test_partitioning.py b/tests/table/test_partitioning.py
index edda6d3aa8..57ab3e328a 100644
--- a/tests/table/test_partitioning.py
+++ b/tests/table/test_partitioning.py
@@ -158,7 +158,7 @@ def test_partition_spec_to_path() -> None:
         spec_id=3,
     )
 
-    record = Record(**{"my#str%bucket": "my+str", "other str+bucket": "( )", "my!int:bucket": 10})  # type: ignore
+    record = Record("my+str", "( )", 10)
 
     # Both partition field names and values should be URL encoded, with spaces mapping to plus signs, to match the Java
     # behaviour: https://github.com/apache/iceberg/blob/ca3db931b0f024f0412084751ac85dd4ef2da7e7/api/src/main/java/org/apache/iceberg/PartitionSpec.java#L198-L204
diff --git a/tests/table/test_snapshots.py b/tests/table/test_snapshots.py
index f9f7fb026e..24d5f0ffff 100644
--- a/tests/table/test_snapshots.py
+++ b/tests/table/test_snapshots.py
@@ -143,7 +143,7 @@ def test_snapshot_with_properties_repr(snapshot_with_properties: Snapshot) -> No
 
 @pytest.fixture
 def manifest_file() -> ManifestFile:
-    return ManifestFile(
+    return ManifestFile.from_args(
         content=ManifestContent.DATA,
         manifest_length=100,
         added_files_count=1,
@@ -160,7 +160,7 @@ def test_snapshot_summary_collector(table_schema_simple: Schema) -> None:
     ssc = SnapshotSummaryCollector()
 
     assert ssc.build() == {}
-    data_file = DataFile(content=DataFileContent.DATA, record_count=100, file_size_in_bytes=1234, partition=Record())
+    data_file = DataFile.from_args(content=DataFileContent.DATA, record_count=100, file_size_in_bytes=1234, partition=Record())
     ssc.add_file(data_file, schema=table_schema_simple)
 
     assert ssc.build() == {
@@ -183,8 +183,8 @@ def test_snapshot_summary_collector_with_partition() -> None:
         NestedField(field_id=3, name="int_field", field_type=IntegerType(), required=False),
     )
     spec = PartitionSpec(PartitionField(source_id=3, field_id=1001, transform=IdentityTransform(), name="int_field"))
-    data_file_1 = DataFile(content=DataFileContent.DATA, record_count=100, file_size_in_bytes=1234, partition=Record(int_field=1))
-    data_file_2 = DataFile(content=DataFileContent.DATA, record_count=200, file_size_in_bytes=4321, partition=Record(int_field=2))
+    data_file_1 = DataFile.from_args(content=DataFileContent.DATA, record_count=100, file_size_in_bytes=1234, partition=Record(1))
+    data_file_2 = DataFile.from_args(content=DataFileContent.DATA, record_count=200, file_size_in_bytes=4321, partition=Record(2))
     # When
     ssc.add_file(data_file=data_file_1, schema=schema, partition_spec=spec)
     ssc.remove_file(data_file=data_file_1, schema=schema, partition_spec=spec)
diff --git a/tests/test_typedef.py b/tests/test_typedef.py
index 43388addca..fbbb619968 100644
--- a/tests/test_typedef.py
+++ b/tests/test_typedef.py
@@ -16,14 +16,7 @@
 # under the License.
 import pytest
 
-from pyiceberg.schema import Schema
 from pyiceberg.typedef import FrozenDict, KeyDefaultDict, Record
-from pyiceberg.types import (
-    IntegerType,
-    NestedField,
-    StringType,
-    StructType,
-)
 
 
 def test_setitem_frozendict() -> None:
@@ -46,44 +39,11 @@ def one(_: int) -> int:
     assert defaultdict[22] == 1
 
 
-def test_record_repr(table_schema_simple: Schema) -> None:
-    r = Record("vo", 1, True, struct=table_schema_simple.as_struct())
-    assert repr(r) == "Record[foo='vo', bar=1, baz=True]"
-
-
-def test_named_record() -> None:
-    r = Record(struct=StructType(NestedField(0, "id", IntegerType()), NestedField(1, "name", StringType())))
-
-    with pytest.raises(AttributeError):
-        assert r.id is None  # type: ignore
-
-    with pytest.raises(AttributeError):
-        assert r.name is None  # type: ignore
-
-    r[0] = 123
-    r[1] = "abc"
-
-    assert r[0] == 123
-    assert r[1] == "abc"
-
-    assert r.id == 123  # type: ignore
-    assert r.name == "abc"  # type: ignore
-
-
-def test_record_positional_args() -> None:
-    r = Record(1, "a", True)
-    assert repr(r) == "Record[field1=1, field2='a', field3=True]"
-
-
 def test_record_named_args() -> None:
-    r = Record(foo=1, bar="a", baz=True)
-
-    assert r.foo == 1  # type: ignore
-    assert r.bar == "a"  # type: ignore
-    assert r.baz is True  # type: ignore
+    r = Record(1, "a", True)
 
     assert r[0] == 1
     assert r[1] == "a"
     assert r[2] is True
 
-    assert repr(r) == "Record[foo=1, bar='a', baz=True]"
+    assert repr(r) == "Record[1, a, True]"
diff --git a/tests/utils/test_manifest.py b/tests/utils/test_manifest.py
index 3b1fc6f013..8d793c468c 100644
--- a/tests/utils/test_manifest.py
+++ b/tests/utils/test_manifest.py
@@ -61,7 +61,7 @@ def _verify_metadata_with_fastavro(avro_file: str, expected_metadata: Dict[str,
 
 
 def test_read_manifest_entry(generated_manifest_entry_file: str) -> None:
-    manifest = ManifestFile(
+    manifest = ManifestFile.from_args(
         manifest_path=generated_manifest_entry_file,
         manifest_length=0,
         partition_spec_id=0,
@@ -85,7 +85,7 @@ def test_read_manifest_entry(generated_manifest_entry_file: str) -> None:
         == "/home/iceberg/warehouse/nyc/taxis_partitioned/data/VendorID=null/00000-633-d8a4223e-dc97-45a1-86e1-adaba6e8abd7-00001.parquet"
     )
     assert data_file.file_format == FileFormat.PARQUET
-    assert repr(data_file.partition) == "Record[VendorID=1, tpep_pickup_datetime=1925]"
+    assert repr(data_file.partition) == "Record[1, 1925]"
     assert data_file.record_count == 19513
     assert data_file.file_size_in_bytes == 388872
     assert data_file.column_sizes == {
@@ -422,7 +422,7 @@ def test_write_manifest(
             == "/home/iceberg/warehouse/nyc/taxis_partitioned/data/VendorID=null/00000-633-d8a4223e-dc97-45a1-86e1-adaba6e8abd7-00001.parquet"
         )
         assert data_file.file_format == FileFormat.PARQUET
-        assert data_file.partition == Record(VendorID=1, tpep_pickup_datetime=1925)
+        assert data_file.partition == Record(1, 1925)
         assert data_file.record_count == 19513
         assert data_file.file_size_in_bytes == 388872
         assert data_file.column_sizes == {

From e33c45d7fff508fbe033b025141a6f0183033cbe Mon Sep 17 00:00:00 2001
From: Kevin Liu <kevinjqliu@users.noreply.github.com>
Date: Tue, 22 Apr 2025 13:12:58 -0400
Subject: [PATCH 136/357] Fix kerberized hive client (#1941)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

Closes #1744 (second try)

# Rationale for this change
First try (#1747) did not fully resolve the issue. See
https://github.com/apache/iceberg-python/pull/1747#pullrequestreview-2781186390

# Are these changes tested?
yes

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->

---------

Co-authored-by: mnzpk <84433140+mnzpk@users.noreply.github.com>
---
 .github/workflows/python-ci.yml          |   2 +
 .github/workflows/python-integration.yml |   2 +
 poetry.lock                              |  47 +++++++----
 pyiceberg/catalog/hive.py                |   6 +-
 pyproject.toml                           |   3 +-
 tests/catalog/test_hive.py               | 103 +++++++++++++++++++++++
 6 files changed, 142 insertions(+), 21 deletions(-)

diff --git a/.github/workflows/python-ci.yml b/.github/workflows/python-ci.yml
index 772d198e28..8b4f16dd0f 100644
--- a/.github/workflows/python-ci.yml
+++ b/.github/workflows/python-ci.yml
@@ -58,6 +58,8 @@ jobs:
         python-version: ${{ matrix.python }}
         cache: poetry
         cache-dependency-path: ./poetry.lock
+    - name: Install system dependencies
+      run: sudo apt-get update && sudo apt-get install -y libkrb5-dev # for kerberos
     - name: Install
       run: make install-dependencies
     - name: Linters
diff --git a/.github/workflows/python-integration.yml b/.github/workflows/python-integration.yml
index 8b0a8a97f0..9b4efc4111 100644
--- a/.github/workflows/python-integration.yml
+++ b/.github/workflows/python-integration.yml
@@ -50,6 +50,8 @@ jobs:
     - uses: actions/checkout@v4
       with:
         fetch-depth: 2
+    - name: Install system dependencies
+      run: sudo apt-get update && sudo apt-get install -y libkrb5-dev # for kerberos
     - name: Install
       run: make install
     - name: Run integration tests
diff --git a/poetry.lock b/poetry.lock
index 4ac55de26a..e1aff52534 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -58,7 +58,7 @@ description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -71,7 +71,7 @@ description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "aiohttp-3.11.14-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e2bc827c01f75803de77b134afdbf74fa74b62970eafdf190f3244931d7a5c0d"},
     {file = "aiohttp-3.11.14-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e365034c5cf6cf74f57420b57682ea79e19eb29033399dd3f40de4d0171998fa"},
@@ -196,7 +196,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
+markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -248,7 +248,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version <= \"3.10\""
+markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version <= \"3.10\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -265,7 +265,7 @@ files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
-markers = {main = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"}
+markers = {main = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"}
 
 [package.extras]
 benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
@@ -467,7 +467,7 @@ files = [
     {file = "boto3-1.37.1-py3-none-any.whl", hash = "sha256:4320441f904435a1b85e6ecb81793192e522c737cc9ed6566014e29f0a11cb22"},
     {file = "boto3-1.37.1.tar.gz", hash = "sha256:96d18f7feb0c1fcb95f8837b74b6c8880e1b4e35ce5f8a8f8cb243a090c278ed"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.37.1,<1.38.0"
@@ -488,7 +488,7 @@ files = [
     {file = "botocore-1.37.1-py3-none-any.whl", hash = "sha256:c1db1bfc5d8c6b3b6d1ca6794f605294b4264e82a7e727b88e0fef9c2b9fbb9c"},
     {file = "botocore-1.37.1.tar.gz", hash = "sha256:b194db8fb2a0ffba53568c364ae26166e7eec0445496b2ac86a6e142f3dd982f"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -1441,7 +1441,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
+markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
 files = [
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5b6a66c18b5b9dd261ca98dffcb826a525334b2f29e7caa54e182255c5f6a65a"},
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d1b3eb7b05ea246510b43a7e53ed1653e55c2121019a97e60cad7efb881a97bb"},
@@ -2157,7 +2157,7 @@ files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [[package]]
 name = "joserfc"
@@ -2277,6 +2277,21 @@ markers = {main = "extra == \"ray\""}
 [package.dependencies]
 referencing = ">=0.31.0"
 
+[[package]]
+name = "kerberos"
+version = "1.3.1"
+description = "Kerberos high-level interface"
+optional = true
+python-versions = "*"
+groups = ["main"]
+markers = "extra == \"hive-kerberos\""
+files = [
+    {file = "kerberos-1.3.1-cp27-cp27m-macosx_11_1_x86_64.whl", hash = "sha256:98a695c072efef535cb2b5f98e474d00671588859a94ec96c2c1508a113ff3aa"},
+    {file = "kerberos-1.3.1-cp38-cp38-macosx_10_15_x86_64.whl", hash = "sha256:2e03c6a9d201d4aab5f899bfb8150de15335955bfce8ca43bfe9a41d7aae54dc"},
+    {file = "kerberos-1.3.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:2002b3b1541fc51e2c081ee7048f55e5d9ca63dd09f0d7b951c263920db3a0bb"},
+    {file = "kerberos-1.3.1.tar.gz", hash = "sha256:cdd046142a4e0060f96a00eb13d82a5d9ebc0f2d7934393ed559bac773460a2c"},
+]
+
 [[package]]
 name = "lazy-object-proxy"
 version = "1.10.0"
@@ -2960,7 +2975,7 @@ description = "multidict implementation"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "multidict-6.2.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b9f6392d98c0bd70676ae41474e2eecf4c7150cb419237a41f8f96043fcb81d1"},
     {file = "multidict-6.2.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3501621d5e86f1a88521ea65d5cad0a0834c77b26f193747615b7c911e5422d2"},
@@ -3554,7 +3569,7 @@ description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "propcache-0.3.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:f27785888d2fdd918bc36de8b8739f2d6c791399552333721b58193f68ea3e98"},
     {file = "propcache-0.3.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d4e89cde74154c7b5957f87a355bb9c8ec929c167b59c83d90654ea36aeb6180"},
@@ -3868,7 +3883,7 @@ files = [
     {file = "pyarrow-19.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:8464c9fbe6d94a7fe1599e7e8965f350fd233532868232ab2596a71586c5a429"},
     {file = "pyarrow-19.0.1.tar.gz", hash = "sha256:3bf266b485df66a400f282ac0b6d1b500b9d2ae73314a153dbe97d6d5cc8a99e"},
 ]
-markers = {main = "extra == \"daft\" or extra == \"duckdb\" or extra == \"pandas\" or extra == \"pyarrow\" or extra == \"ray\""}
+markers = {main = "extra == \"pyarrow\" or extra == \"pandas\" or extra == \"duckdb\" or extra == \"ray\" or extra == \"daft\""}
 
 [package.extras]
 test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
@@ -4948,7 +4963,7 @@ files = [
     {file = "s3transfer-0.11.3-py3-none-any.whl", hash = "sha256:ca855bdeb885174b5ffa95b9913622459d4ad8e331fc98eb01e6d5eb6a30655d"},
     {file = "s3transfer-0.11.3.tar.gz", hash = "sha256:edae4977e3a122445660c7c114bba949f9d191bae3b34a096f18a1c8c354527a"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.36.0,<2.0a.0"
@@ -5684,7 +5699,7 @@ description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7df647e8edd71f000a5208fe6ff8c382a1de8edfbccdbbfe649d263de07d8c34"},
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c69697d3adff5aa4f874b19c0e4ed65180ceed6318ec856ebc423aa5850d84f7"},
@@ -5918,7 +5933,7 @@ dynamodb = ["boto3"]
 gcsfs = ["gcsfs"]
 glue = ["boto3", "mypy-boto3-glue"]
 hive = ["thrift"]
-hive-kerberos = ["thrift", "thrift-sasl"]
+hive-kerberos = ["kerberos", "thrift", "thrift-sasl"]
 pandas = ["pandas", "pyarrow"]
 polars = ["polars"]
 pyarrow = ["pyarrow"]
@@ -5934,4 +5949,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "1f312d7fc9e6eb6b41a2b8035b74b0bdef6578f6bd01bddc836271c25083f7cd"
+content-hash = "399953abc8989b7801af4507a6d0ac7660936d2db5f3661ce4503272ef803873"
diff --git a/pyiceberg/catalog/hive.py b/pyiceberg/catalog/hive.py
index 2d411cb409..75a63e0ae7 100644
--- a/pyiceberg/catalog/hive.py
+++ b/pyiceberg/catalog/hive.py
@@ -18,7 +18,6 @@
 import logging
 import socket
 import time
-from functools import cached_property
 from types import TracebackType
 from typing import (
     TYPE_CHECKING,
@@ -160,7 +159,6 @@ def _init_thrift_transport(self) -> TTransport:
         else:
             return TTransport.TSaslClientTransport(socket, host=url_parts.hostname, service="hive")
 
-    @cached_property
     def _client(self) -> Client:
         protocol = TBinaryProtocol.TBinaryProtocol(self._transport)
         client = Client(protocol)
@@ -173,11 +171,11 @@ def __enter__(self) -> Client:
         if not self._transport.isOpen():
             try:
                 self._transport.open()
-            except TTransport.TTransportException:
+            except (TypeError, TTransport.TTransportException):
                 # reinitialize _transport
                 self._transport = self._init_thrift_transport()
                 self._transport.open()
-        return self._client
+        return self._client()  # recreate the client
 
     def __exit__(
         self, exctype: Optional[Type[BaseException]], excinst: Optional[BaseException], exctb: Optional[TracebackType]
diff --git a/pyproject.toml b/pyproject.toml
index f73d39d56d..ca729fda9d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -83,6 +83,7 @@ cachetools = "^5.5.0"
 pyiceberg-core = { version = "^0.4.0", optional = true }
 polars = { version = "^1.21.0", optional = true }
 thrift-sasl = { version = ">=0.4.3", optional = true }
+kerberos = {version = "^1.3.1", optional = true}
 
 [tool.poetry.group.dev.dependencies]
 pytest = "7.4.4"
@@ -295,7 +296,7 @@ daft = ["getdaft"]
 polars = ["polars"]
 snappy = ["python-snappy"]
 hive = ["thrift"]
-hive-kerberos = ["thrift", "thrift_sasl"]
+hive-kerberos = ["thrift", "thrift_sasl", "kerberos"]
 s3fs = ["s3fs"]
 glue = ["boto3", "mypy-boto3-glue"]
 adlfs = ["adlfs"]
diff --git a/tests/catalog/test_hive.py b/tests/catalog/test_hive.py
index 07cd79d4c7..99d1c67cb4 100644
--- a/tests/catalog/test_hive.py
+++ b/tests/catalog/test_hive.py
@@ -15,12 +15,18 @@
 #  specific language governing permissions and limitations
 #  under the License.
 # pylint: disable=protected-access,redefined-outer-name
+import base64
 import copy
+import struct
+import threading
 import uuid
+from collections.abc import Generator
 from copy import deepcopy
+from typing import Optional
 from unittest.mock import MagicMock, call, patch
 
 import pytest
+import thrift.transport.TSocket
 from hive_metastore.ttypes import (
     AlreadyExistsException,
     FieldSchema,
@@ -38,11 +44,13 @@
 
 from pyiceberg.catalog import PropertiesUpdateSummary
 from pyiceberg.catalog.hive import (
+    HIVE_KERBEROS_AUTH,
     LOCK_CHECK_MAX_WAIT_TIME,
     LOCK_CHECK_MIN_WAIT_TIME,
     LOCK_CHECK_RETRIES,
     HiveCatalog,
     _construct_hive_storage_descriptor,
+    _HiveClient,
 )
 from pyiceberg.exceptions import (
     NamespaceAlreadyExistsError,
@@ -183,6 +191,59 @@ def hive_database(tmp_path_factory: pytest.TempPathFactory) -> HiveDatabase:
     )
 
 
+class SaslServer(threading.Thread):
+    def __init__(self, socket: thrift.transport.TSocket.TServerSocket, response: bytes) -> None:
+        super().__init__()
+        self.daemon = True
+        self._socket = socket
+        self._response = response
+        self._port = None
+        self._port_bound = threading.Event()
+
+    def run(self) -> None:
+        self._socket.listen()
+
+        try:
+            address = self._socket.handle.getsockname()
+            # AF_INET addresses are 2-tuples (host, port) and AF_INET6 are
+            # 4-tuples (host, port, ...), i.e. port is always at index 1.
+            _host, self._port, *_ = address
+        finally:
+            self._port_bound.set()
+
+        # Accept connections and respond to each connection with the same message.
+        # The responsibility for closing the connection is on the client
+        while True:
+            try:
+                client = self._socket.accept()
+                if client:
+                    client.write(self._response)
+                    client.flush()
+            except Exception:
+                pass
+
+    @property
+    def port(self) -> Optional[int]:
+        self._port_bound.wait()
+        return self._port
+
+    def close(self) -> None:
+        self._socket.close()
+
+
+@pytest.fixture(scope="session")
+def kerberized_hive_metastore_fake_url() -> Generator[str, None, None]:
+    server = SaslServer(
+        # Port 0 means pick any available port.
+        socket=thrift.transport.TSocket.TServerSocket(port=0),
+        # Always return a message with status 5 (COMPLETE).
+        response=struct.pack(">BI", 5, 0),
+    )
+    server.start()
+    yield f"thrift://localhost:{server.port}"
+    server.close()
+
+
 def test_no_uri_supplied() -> None:
     with pytest.raises(KeyError):
         HiveCatalog("production")
@@ -1239,3 +1300,45 @@ def test_create_hive_client_failure() -> None:
         with pytest.raises(Exception, match="Connection failed"):
             HiveCatalog._create_hive_client(properties)
         assert mock_hive_client.call_count == 2
+
+
+def test_create_hive_client_with_kerberos(
+    kerberized_hive_metastore_fake_url: str,
+) -> None:
+    properties = {
+        "uri": kerberized_hive_metastore_fake_url,
+        "ugi": "user",
+        HIVE_KERBEROS_AUTH: "true",
+    }
+    client = HiveCatalog._create_hive_client(properties)
+    assert client is not None
+
+
+def test_create_hive_client_with_kerberos_using_context_manager(
+    kerberized_hive_metastore_fake_url: str,
+) -> None:
+    client = _HiveClient(
+        uri=kerberized_hive_metastore_fake_url,
+        kerberos_auth=True,
+    )
+    with (
+        patch(
+            "puresasl.mechanisms.kerberos.authGSSClientStep",
+            return_value=None,
+        ),
+        patch(
+            "puresasl.mechanisms.kerberos.authGSSClientResponse",
+            return_value=base64.b64encode(b"Some Response"),
+        ),
+        patch(
+            "puresasl.mechanisms.GSSAPIMechanism.complete",
+            return_value=True,
+        ),
+    ):
+        with client as open_client:
+            assert open_client._iprot.trans.isOpen()
+
+        # Use the context manager a second time to see if
+        # closing and re-opening work as expected.
+        with client as open_client:
+            assert open_client._iprot.trans.isOpen()

From 42da8d076b87080ad3b66679ab5457897c987e90 Mon Sep 17 00:00:00 2001
From: Kevin Liu <kevinjqliu@users.noreply.github.com>
Date: Tue, 22 Apr 2025 14:22:45 -0400
Subject: [PATCH 137/357] Build: Update Poetry to v2.1.1 (#1945)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change
[`poetry.lock`
file](https://github.com/apache/iceberg-python/blob/59742e01e8d190aa759e0154b03300bd81a28d02/poetry.lock#L1)
is generated with poetry 2.1.1
I suspect this is from dependabot. I couldn't find a way to control the
version of poetry dependabot uses, so let's just match the version its
using.
This way updating the lock file locally wont create a bunch of unrelated
changed


# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 95266b6d25..62c0425013 100644
--- a/Makefile
+++ b/Makefile
@@ -19,7 +19,7 @@
 help:  ## Display this help
 	@awk 'BEGIN {FS = ":.*##"; printf "\nUsage:\n  make \033[36m\033[0m\n"} /^[a-zA-Z_-]+:.*?##/ { printf "  \033[36m%-20s\033[0m %s\n", $$1, $$2 } /^##@/ { printf "\n\033[1m%s\033[0m\n", substr($$0, 5) } ' $(MAKEFILE_LIST)
 
-POETRY_VERSION = 2.0.1
+POETRY_VERSION = 2.1.1
 install-poetry:  ## Ensure Poetry is installed and the correct version is being used.
 	@if ! command -v poetry &> /dev/null; then \
 		echo "Poetry could not be found. Installing..."; \

From b55c587ddf50054608845552f9c93b8b59564af6 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Thu, 24 Apr 2025 09:50:05 +0200
Subject: [PATCH 138/357] Update-schema: Add support for `initial-default`
 (#1770)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

This allows for V3 initial defaults.

This PR took a bit longer than anticipated, mostly because the Pydantic
json deserialization. There is a certain way we need to serialize python
types to [JSON single value
encoding](https://iceberg.apache.org/spec/#json-single-value-serialization).

# Are these changes tested?

Added new tests

# Are there any user-facing changes?

After this PRs initial defaults can be set through the API. This enables
users to add required fields.

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/avro/resolver.py            |   2 +-
 pyiceberg/conversions.py              |  63 ++++++++----
 pyiceberg/expressions/literals.py     |   5 +-
 pyiceberg/table/update/schema.py      | 132 +++++++++++++++++++++++---
 pyiceberg/typedef.py                  |   4 +-
 pyiceberg/types.py                    |  40 +++++++-
 pyiceberg/utils/schema_conversion.py  |   2 +-
 tests/integration/test_rest_schema.py | 102 ++++++++++++++++++--
 tests/test_types.py                   |   4 +-
 tests/utils/test_manifest.py          |   4 +-
 10 files changed, 311 insertions(+), 47 deletions(-)

diff --git a/pyiceberg/avro/resolver.py b/pyiceberg/avro/resolver.py
index 9ed111ff40..c4ec393513 100644
--- a/pyiceberg/avro/resolver.py
+++ b/pyiceberg/avro/resolver.py
@@ -290,7 +290,7 @@ def struct(self, file_schema: StructType, record_struct: Optional[IcebergType],
                 # There is a default value
                 if file_field.write_default is not None:
                     # The field is not in the record, but there is a write default value
-                    results.append((None, DefaultWriter(writer=writer, value=file_field.write_default)))  # type: ignore
+                    results.append((None, DefaultWriter(writer=writer, value=file_field.write_default)))
                 elif file_field.required:
                     raise ValueError(f"Field is required, and there is no write default: {file_field}")
             else:
diff --git a/pyiceberg/conversions.py b/pyiceberg/conversions.py
index fe208b4aca..7bf7b462e2 100644
--- a/pyiceberg/conversions.py
+++ b/pyiceberg/conversions.py
@@ -503,27 +503,47 @@ def _(_: Union[IntegerType, LongType], val: int) -> int:
 
 
 @from_json.register(DateType)
-def _(_: DateType, val: str) -> date:
+def _(_: DateType, val: Union[str, int, date]) -> date:
     """JSON date is string encoded."""
-    return days_to_date(date_str_to_days(val))
+    if isinstance(val, str):
+        val = date_str_to_days(val)
+    if isinstance(val, int):
+        return days_to_date(val)
+    else:
+        return val
 
 
 @from_json.register(TimeType)
-def _(_: TimeType, val: str) -> time:
+def _(_: TimeType, val: Union[str, int, time]) -> time:
     """JSON ISO8601 string into Python time."""
-    return micros_to_time(time_str_to_micros(val))
+    if isinstance(val, str):
+        val = time_str_to_micros(val)
+    if isinstance(val, int):
+        return micros_to_time(val)
+    else:
+        return val
 
 
 @from_json.register(TimestampType)
-def _(_: PrimitiveType, val: str) -> datetime:
+def _(_: PrimitiveType, val: Union[str, int, datetime]) -> datetime:
     """JSON ISO8601 string into Python datetime."""
-    return micros_to_timestamp(timestamp_to_micros(val))
+    if isinstance(val, str):
+        val = timestamp_to_micros(val)
+    if isinstance(val, int):
+        return micros_to_timestamp(val)
+    else:
+        return val
 
 
 @from_json.register(TimestamptzType)
-def _(_: TimestamptzType, val: str) -> datetime:
+def _(_: TimestamptzType, val: Union[str, int, datetime]) -> datetime:
     """JSON ISO8601 string into Python datetime."""
-    return micros_to_timestamptz(timestamptz_to_micros(val))
+    if isinstance(val, str):
+        val = timestamptz_to_micros(val)
+    if isinstance(val, int):
+        return micros_to_timestamptz(val)
+    else:
+        return val
 
 
 @from_json.register(FloatType)
@@ -540,20 +560,24 @@ def _(_: StringType, val: str) -> str:
 
 
 @from_json.register(FixedType)
-def _(t: FixedType, val: str) -> bytes:
+def _(t: FixedType, val: Union[str, bytes]) -> bytes:
     """JSON hexadecimal encoded string into bytes."""
-    b = codecs.decode(val.encode(UTF8), "hex")
+    if isinstance(val, str):
+        val = codecs.decode(val.encode(UTF8), "hex")
 
-    if len(t) != len(b):
-        raise ValueError(f"FixedType has length {len(t)}, which is different from the value: {len(b)}")
+    if len(t) != len(val):
+        raise ValueError(f"FixedType has length {len(t)}, which is different from the value: {len(val)}")
 
-    return b
+    return val
 
 
 @from_json.register(BinaryType)
-def _(_: BinaryType, val: str) -> bytes:
+def _(_: BinaryType, val: Union[bytes, str]) -> bytes:
     """JSON hexadecimal encoded string into bytes."""
-    return codecs.decode(val.encode(UTF8), "hex")
+    if isinstance(val, str):
+        return codecs.decode(val.encode(UTF8), "hex")
+    else:
+        return val
 
 
 @from_json.register(DecimalType)
@@ -563,6 +587,11 @@ def _(_: DecimalType, val: str) -> Decimal:
 
 
 @from_json.register(UUIDType)
-def _(_: UUIDType, val: str) -> uuid.UUID:
+def _(_: UUIDType, val: Union[str, bytes, uuid.UUID]) -> uuid.UUID:
     """Convert JSON string into Python UUID."""
-    return uuid.UUID(val)
+    if isinstance(val, str):
+        return uuid.UUID(val)
+    elif isinstance(val, bytes):
+        return uuid.UUID(bytes=val)
+    else:
+        return val
diff --git a/pyiceberg/expressions/literals.py b/pyiceberg/expressions/literals.py
index e52ed5e0ab..81e613d55a 100644
--- a/pyiceberg/expressions/literals.py
+++ b/pyiceberg/expressions/literals.py
@@ -23,7 +23,7 @@
 
 import struct
 from abc import ABC, abstractmethod
-from datetime import date, datetime
+from datetime import date, datetime, time
 from decimal import ROUND_HALF_UP, Decimal
 from functools import singledispatchmethod
 from math import isnan
@@ -54,6 +54,7 @@
     datetime_to_micros,
     micros_to_days,
     time_str_to_micros,
+    time_to_micros,
     timestamp_to_micros,
     timestamptz_to_micros,
 )
@@ -152,6 +153,8 @@ def literal(value: L) -> Literal[L]:
         return TimestampLiteral(datetime_to_micros(value))  # type: ignore
     elif isinstance(value, date):
         return DateLiteral(date_to_days(value))  # type: ignore
+    elif isinstance(value, time):
+        return TimeLiteral(time_to_micros(value))  # type: ignore
     else:
         raise TypeError(f"Invalid literal value: {repr(value)}")
 
diff --git a/pyiceberg/table/update/schema.py b/pyiceberg/table/update/schema.py
index 8ee3b43c24..6ad01e97f2 100644
--- a/pyiceberg/table/update/schema.py
+++ b/pyiceberg/table/update/schema.py
@@ -20,9 +20,10 @@
 from copy import copy
 from dataclasses import dataclass
 from enum import Enum
-from typing import TYPE_CHECKING, Dict, List, Optional, Set, Tuple, Union
+from typing import TYPE_CHECKING, Any, Dict, List, Optional, Set, Tuple, Union
 
 from pyiceberg.exceptions import ResolveError, ValidationError
+from pyiceberg.expressions import literal  # type: ignore
 from pyiceberg.schema import (
     PartnerAccessor,
     Schema,
@@ -47,6 +48,7 @@
     UpdatesAndRequirements,
     UpdateTableMetadata,
 )
+from pyiceberg.typedef import L
 from pyiceberg.types import IcebergType, ListType, MapType, NestedField, PrimitiveType, StructType
 
 if TYPE_CHECKING:
@@ -153,7 +155,12 @@ def union_by_name(self, new_schema: Union[Schema, "pa.Schema"]) -> UpdateSchema:
         return self
 
     def add_column(
-        self, path: Union[str, Tuple[str, ...]], field_type: IcebergType, doc: Optional[str] = None, required: bool = False
+        self,
+        path: Union[str, Tuple[str, ...]],
+        field_type: IcebergType,
+        doc: Optional[str] = None,
+        required: bool = False,
+        default_value: Optional[L] = None,
     ) -> UpdateSchema:
         """Add a new column to a nested struct or Add a new top-level column.
 
@@ -168,6 +175,7 @@ def add_column(
             field_type: Type for the new column.
             doc: Documentation string for the new column.
             required: Whether the new column is required.
+            default_value: Default value for the new column.
 
         Returns:
             This for method chaining.
@@ -177,10 +185,6 @@ def add_column(
                 raise ValueError(f"Cannot add column with ambiguous name: {path}, provide a tuple instead")
             path = (path,)
 
-        if required and not self._allow_incompatible_changes:
-            # Table format version 1 and 2 cannot add required column because there is no initial value
-            raise ValueError(f"Incompatible change: cannot add required column: {'.'.join(path)}")
-
         name = path[-1]
         parent = path[:-1]
 
@@ -212,13 +216,34 @@ def add_column(
 
         # assign new IDs in order
         new_id = self.assign_new_column_id()
+        new_type = assign_fresh_schema_ids(field_type, self.assign_new_column_id)
+
+        if default_value is not None:
+            try:
+                # To make sure that the value is valid for the type
+                initial_default = literal(default_value).to(new_type).value
+            except ValueError as e:
+                raise ValueError(f"Invalid default value: {e}") from e
+        else:
+            initial_default = default_value  # type: ignore
+
+        if (required and initial_default is None) and not self._allow_incompatible_changes:
+            # Table format version 1 and 2 cannot add required column because there is no initial value
+            raise ValueError(f"Incompatible change: cannot add required column: {'.'.join(path)}")
 
         # update tracking for moves
         self._added_name_to_id[full_name] = new_id
         self._id_to_parent[new_id] = parent_full_path
 
-        new_type = assign_fresh_schema_ids(field_type, self.assign_new_column_id)
-        field = NestedField(field_id=new_id, name=name, field_type=new_type, required=required, doc=doc)
+        field = NestedField(
+            field_id=new_id,
+            name=name,
+            field_type=new_type,
+            required=required,
+            doc=doc,
+            initial_default=initial_default,
+            write_default=initial_default,
+        )
 
         if parent_id in self._adds:
             self._adds[parent_id].append(field)
@@ -250,6 +275,19 @@ def delete_column(self, path: Union[str, Tuple[str, ...]]) -> UpdateSchema:
 
         return self
 
+    def set_default_value(self, path: Union[str, Tuple[str, ...]], default_value: Optional[L]) -> UpdateSchema:
+        """Set the default value of a column.
+
+        Args:
+            path: The path to the column.
+
+        Returns:
+            The UpdateSchema with the delete operation staged.
+        """
+        self._set_column_default_value(path, default_value)
+
+        return self
+
     def rename_column(self, path_from: Union[str, Tuple[str, ...]], new_name: str) -> UpdateSchema:
         """Update the name of a column.
 
@@ -273,6 +311,8 @@ def rename_column(self, path_from: Union[str, Tuple[str, ...]], new_name: str) -
                 field_type=updated.field_type,
                 doc=updated.doc,
                 required=updated.required,
+                initial_default=updated.initial_default,
+                write_default=updated.write_default,
             )
         else:
             self._updates[field_from.field_id] = NestedField(
@@ -281,6 +321,8 @@ def rename_column(self, path_from: Union[str, Tuple[str, ...]], new_name: str) -
                 field_type=field_from.field_type,
                 doc=field_from.doc,
                 required=field_from.required,
+                initial_default=field_from.initial_default,
+                write_default=field_from.write_default,
             )
 
         # Lookup the field because of casing
@@ -330,6 +372,8 @@ def _set_column_requirement(self, path: Union[str, Tuple[str, ...]], required: b
                 field_type=updated.field_type,
                 doc=updated.doc,
                 required=required,
+                initial_default=updated.initial_default,
+                write_default=updated.write_default,
             )
         else:
             self._updates[field.field_id] = NestedField(
@@ -338,6 +382,52 @@ def _set_column_requirement(self, path: Union[str, Tuple[str, ...]], required: b
                 field_type=field.field_type,
                 doc=field.doc,
                 required=required,
+                initial_default=field.initial_default,
+                write_default=field.write_default,
+            )
+
+    def _set_column_default_value(self, path: Union[str, Tuple[str, ...]], default_value: Any) -> None:
+        path = (path,) if isinstance(path, str) else path
+        name = ".".join(path)
+
+        field = self._schema.find_field(name, self._case_sensitive)
+
+        if default_value is not None:
+            try:
+                # To make sure that the value is valid for the type
+                default_value = literal(default_value).to(field.field_type).value
+            except ValueError as e:
+                raise ValueError(f"Invalid default value: {e}") from e
+
+        if field.required and default_value == field.write_default:
+            # if the change is a noop, allow it even if allowIncompatibleChanges is false
+            return
+
+        if not self._allow_incompatible_changes and field.required and default_value is None:
+            raise ValueError("Cannot change change default-value of a required column to None")
+
+        if field.field_id in self._deletes:
+            raise ValueError(f"Cannot update a column that will be deleted: {name}")
+
+        if updated := self._updates.get(field.field_id):
+            self._updates[field.field_id] = NestedField(
+                field_id=updated.field_id,
+                name=updated.name,
+                field_type=updated.field_type,
+                doc=updated.doc,
+                required=updated.required,
+                initial_default=updated.initial_default,
+                write_default=default_value,
+            )
+        else:
+            self._updates[field.field_id] = NestedField(
+                field_id=field.field_id,
+                name=field.name,
+                field_type=field.field_type,
+                doc=field.doc,
+                required=field.required,
+                initial_default=field.initial_default,
+                write_default=default_value,
             )
 
     def update_column(
@@ -387,6 +477,8 @@ def update_column(
                 field_type=field_type or updated.field_type,
                 doc=doc if doc is not None else updated.doc,
                 required=updated.required,
+                initial_default=updated.initial_default,
+                write_default=updated.write_default,
             )
         else:
             self._updates[field.field_id] = NestedField(
@@ -395,6 +487,8 @@ def update_column(
                 field_type=field_type or field.field_type,
                 doc=doc if doc is not None else field.doc,
                 required=field.required,
+                initial_default=field.initial_default,
+                write_default=field.write_default,
             )
 
         if required is not None:
@@ -636,19 +730,35 @@ def struct(self, struct: StructType, field_results: List[Optional[IcebergType]])
             name = field.name
             doc = field.doc
             required = field.required
+            write_default = field.write_default
 
             # There is an update
             if update := self._updates.get(field.field_id):
                 name = update.name
                 doc = update.doc
                 required = update.required
-
-            if field.name == name and field.field_type == result_type and field.required == required and field.doc == doc:
+                write_default = update.write_default
+
+            if (
+                field.name == name
+                and field.field_type == result_type
+                and field.required == required
+                and field.doc == doc
+                and field.write_default == write_default
+            ):
                 new_fields.append(field)
             else:
                 has_changes = True
                 new_fields.append(
-                    NestedField(field_id=field.field_id, name=name, field_type=result_type, required=required, doc=doc)
+                    NestedField(
+                        field_id=field.field_id,
+                        name=name,
+                        field_type=result_type,
+                        required=required,
+                        doc=doc,
+                        initial_default=field.initial_default,
+                        write_default=write_default,
+                    )
                 )
 
         if has_changes:
diff --git a/pyiceberg/typedef.py b/pyiceberg/typedef.py
index dbc4a164fb..d9ace9d971 100644
--- a/pyiceberg/typedef.py
+++ b/pyiceberg/typedef.py
@@ -17,7 +17,7 @@
 from __future__ import annotations
 
 from abc import abstractmethod
-from datetime import date, datetime
+from datetime import date, datetime, time
 from decimal import Decimal
 from typing import (
     TYPE_CHECKING,
@@ -94,7 +94,7 @@ def __missing__(self, key: K) -> V:
 """A recursive dictionary type for nested structures in PyIceberg."""
 
 # Represents the literal value
-L = TypeVar("L", str, bool, int, float, bytes, UUID, Decimal, datetime, date, covariant=True)
+L = TypeVar("L", str, bool, int, float, bytes, UUID, Decimal, datetime, date, time, covariant=True)
 
 
 @runtime_checkable
diff --git a/pyiceberg/types.py b/pyiceberg/types.py
index a33e56581a..5822597952 100644
--- a/pyiceberg/types.py
+++ b/pyiceberg/types.py
@@ -35,6 +35,7 @@
 import re
 from functools import cached_property
 from typing import (
+    Annotated,
     Any,
     ClassVar,
     Dict,
@@ -44,6 +45,7 @@
 )
 
 from pydantic import (
+    BeforeValidator,
     Field,
     PrivateAttr,
     SerializeAsAny,
@@ -51,7 +53,7 @@
     model_serializer,
     model_validator,
 )
-from pydantic_core.core_schema import ValidatorFunctionWrapHandler
+from pydantic_core.core_schema import ValidationInfo, ValidatorFunctionWrapHandler
 
 from pyiceberg.exceptions import ValidationError
 from pyiceberg.typedef import IcebergBaseModel, IcebergRootModel, L, TableVersion
@@ -290,6 +292,18 @@ def __eq__(self, other: Any) -> bool:
         return self.root == other.root if isinstance(other, DecimalType) else False
 
 
+def _deserialize_default_value(v: Any, context: ValidationInfo) -> Any:
+    if v is not None:
+        from pyiceberg.conversions import from_json
+
+        return from_json(context.data.get("field_type"), v)
+    else:
+        return None
+
+
+DefaultValue = Annotated[L, BeforeValidator(_deserialize_default_value)]
+
+
 class NestedField(IcebergType):
     """Represents a field of a struct, a map key, a map value, or a list element.
 
@@ -326,8 +340,8 @@ class NestedField(IcebergType):
     field_type: SerializeAsAny[IcebergType] = Field(alias="type")
     required: bool = Field(default=False)
     doc: Optional[str] = Field(default=None, repr=False)
-    initial_default: Optional[Any] = Field(alias="initial-default", default=None, repr=False)
-    write_default: Optional[L] = Field(alias="write-default", default=None, repr=False)  # type: ignore
+    initial_default: Optional[DefaultValue] = Field(alias="initial-default", default=None, repr=False)  # type: ignore
+    write_default: Optional[DefaultValue] = Field(alias="write-default", default=None, repr=False)  # type: ignore
 
     @field_validator("field_type", mode="before")
     def convert_field_type(cls, v: Any) -> IcebergType:
@@ -361,6 +375,26 @@ def __init__(
         data["write-default"] = data["write-default"] if "write-default" in data else write_default
         super().__init__(**data)
 
+    @model_serializer()
+    def serialize_model(self) -> Dict[str, Any]:
+        from pyiceberg.conversions import to_json
+
+        fields = {
+            "id": self.field_id,
+            "name": self.name,
+            "type": self.field_type,
+            "required": self.required,
+        }
+
+        if self.doc is not None:
+            fields["doc"] = self.doc
+        if self.initial_default is not None:
+            fields["initial-default"] = to_json(self.field_type, self.initial_default)
+        if self.write_default is not None:
+            fields["write-default"] = to_json(self.field_type, self.write_default)
+
+        return fields
+
     def __str__(self) -> str:
         """Return the string representation of the NestedField class."""
         doc = "" if not self.doc else f" ({self.doc})"
diff --git a/pyiceberg/utils/schema_conversion.py b/pyiceberg/utils/schema_conversion.py
index 6959380d63..ec2fccd509 100644
--- a/pyiceberg/utils/schema_conversion.py
+++ b/pyiceberg/utils/schema_conversion.py
@@ -530,7 +530,7 @@ def field(self, field: NestedField, field_result: AvroType) -> AvroType:
         }
 
         if field.write_default is not None:
-            result["default"] = field.write_default  # type: ignore
+            result["default"] = field.write_default
         elif field.optional:
             result["default"] = None
 
diff --git a/tests/integration/test_rest_schema.py b/tests/integration/test_rest_schema.py
index fd975d81c9..4462da1c8c 100644
--- a/tests/integration/test_rest_schema.py
+++ b/tests/integration/test_rest_schema.py
@@ -15,6 +15,10 @@
 # specific language governing permissions and limitations
 # under the License.
 # pylint:disable=redefined-outer-name
+from datetime import date, datetime, time, timezone
+from decimal import Decimal
+from typing import Any
+from uuid import UUID
 
 import pytest
 
@@ -27,6 +31,7 @@
 from pyiceberg.table.sorting import SortField, SortOrder
 from pyiceberg.table.update.schema import UpdateSchema
 from pyiceberg.transforms import IdentityTransform
+from pyiceberg.typedef import EMPTY_DICT, Properties
 from pyiceberg.types import (
     BinaryType,
     BooleanType,
@@ -69,7 +74,7 @@ def simple_table(catalog: Catalog, table_schema_simple: Schema) -> Table:
     return _create_table_with_schema(catalog, table_schema_simple)
 
 
-def _create_table_with_schema(catalog: Catalog, schema: Schema) -> Table:
+def _create_table_with_schema(catalog: Catalog, schema: Schema, properties: Properties = EMPTY_DICT) -> Table:
     tbl_name = "default.test_schema_evolution"
     try:
         catalog.drop_table(tbl_name)
@@ -78,7 +83,7 @@ def _create_table_with_schema(catalog: Catalog, schema: Schema) -> Table:
     return catalog.create_table(
         identifier=tbl_name,
         schema=schema,
-        properties={TableProperties.DEFAULT_NAME_MAPPING: create_mapping_from_schema(schema).model_dump_json()},
+        properties={TableProperties.DEFAULT_NAME_MAPPING: create_mapping_from_schema(schema).model_dump_json(), **properties},
     )
 
 
@@ -1074,9 +1079,8 @@ def test_add_required_column(catalog: Catalog) -> None:
     schema_ = Schema(NestedField(field_id=1, name="a", field_type=BooleanType(), required=False))
     table = _create_table_with_schema(catalog, schema_)
     update = table.update_schema()
-    with pytest.raises(ValueError) as exc_info:
+    with pytest.raises(ValueError, match="Incompatible change: cannot add required column: data"):
         update.add_column(path="data", field_type=IntegerType(), required=True)
-    assert "Incompatible change: cannot add required column: data" in str(exc_info.value)
 
     new_schema = (
         UpdateSchema(transaction=table.transaction(), allow_incompatible_changes=True)
@@ -1089,16 +1093,102 @@ def test_add_required_column(catalog: Catalog) -> None:
     )
 
 
+@pytest.mark.integration
+@pytest.mark.parametrize(
+    "iceberg_type, initial_default, write_default",
+    [
+        (BooleanType(), True, False),
+        (IntegerType(), 123, 456),
+        (LongType(), 123, 456),
+        (FloatType(), 19.25, 22.27),
+        (DoubleType(), 19.25, 22.27),
+        (DecimalType(10, 2), Decimal("19.25"), Decimal("22.27")),
+        (DecimalType(10, 2), Decimal("19.25"), Decimal("22.27")),
+        (StringType(), "abc", "def"),
+        (DateType(), date(1990, 3, 1), date(1991, 3, 1)),
+        (TimeType(), time(19, 25, 22), time(22, 25, 22)),
+        (TimestampType(), datetime(1990, 5, 1, 22, 1, 1), datetime(2000, 5, 1, 22, 1, 1)),
+        (
+            TimestamptzType(),
+            datetime(1990, 5, 1, 22, 1, 1, tzinfo=timezone.utc),
+            datetime(2000, 5, 1, 22, 1, 1, tzinfo=timezone.utc),
+        ),
+        (BinaryType(), b"123", b"456"),
+        (FixedType(4), b"1234", b"5678"),
+        (UUIDType(), UUID(int=0x12345678123456781234567812345678), UUID(int=0x32145678123456781234567812345678)),
+    ],
+)
+def test_initial_default_all_columns(
+    catalog: Catalog, iceberg_type: PrimitiveType, initial_default: Any, write_default: Any
+) -> None:
+    # Round trips all the types through the rest catalog to check the serialization
+    table = _create_table_with_schema(catalog, Schema(), properties={TableProperties.FORMAT_VERSION: 3})
+
+    tx = table.update_schema()
+    tx.add_column(path="data", field_type=iceberg_type, required=True, default_value=initial_default)
+    tx.add_column(path="nested", field_type=StructType(), required=False)
+    tx.commit()
+
+    tx = table.update_schema()
+    tx.add_column(path=("nested", "data"), field_type=iceberg_type, required=True, default_value=initial_default)
+    tx.commit()
+
+    for field_id in [1, 3]:
+        field = table.schema().find_field(field_id)
+        assert field.initial_default == initial_default
+        assert field.write_default == initial_default
+
+    with table.update_schema() as tx:
+        tx.set_default_value("data", write_default)
+        tx.set_default_value(("nested", "data"), write_default)
+
+    for field_id in [1, 3]:
+        field = table.schema().find_field(field_id)
+        assert field.initial_default == initial_default
+        assert field.write_default == write_default
+
+
+@pytest.mark.integration
+def test_add_required_column_initial_default(catalog: Catalog) -> None:
+    schema_ = Schema(NestedField(field_id=1, name="a", field_type=BooleanType(), required=False))
+    table = _create_table_with_schema(catalog, schema_, properties={TableProperties.FORMAT_VERSION: 3})
+
+    table.update_schema().add_column(path="data", field_type=IntegerType(), required=True, default_value=22).commit()
+
+    assert table.schema() == Schema(
+        NestedField(field_id=1, name="a", field_type=BooleanType(), required=False),
+        NestedField(field_id=2, name="data", field_type=IntegerType(), required=True, initial_default=22, write_default=22),
+        schema_id=1,
+    )
+
+    # Update
+    table.update_schema().update_column(path="data", field_type=LongType()).rename_column("a", "bool").commit()
+
+    assert table.schema() == Schema(
+        NestedField(field_id=1, name="bool", field_type=BooleanType(), required=False),
+        NestedField(field_id=2, name="data", field_type=LongType(), required=True, initial_default=22, write_default=22),
+        schema_id=1,
+    )
+
+
+@pytest.mark.integration
+def test_add_required_column_initial_default_invalid_value(catalog: Catalog) -> None:
+    schema_ = Schema(NestedField(field_id=1, name="a", field_type=BooleanType(), required=False))
+    table = _create_table_with_schema(catalog, schema_)
+    update = table.update_schema()
+    with pytest.raises(ValueError, match="Invalid default value: Could not convert abc into a int"):
+        update.add_column(path="data", field_type=IntegerType(), required=True, default_value="abc")
+
+
 @pytest.mark.integration
 def test_add_required_column_case_insensitive(catalog: Catalog) -> None:
     schema_ = Schema(NestedField(field_id=1, name="id", field_type=BooleanType(), required=False))
     table = _create_table_with_schema(catalog, schema_)
 
-    with pytest.raises(ValueError) as exc_info:
+    with pytest.raises(ValueError, match="already exists: ID"):
         with table.transaction() as txn:
             with txn.update_schema(allow_incompatible_changes=True) as update:
                 update.case_sensitive(False).add_column(path="ID", field_type=IntegerType(), required=True)
-    assert "already exists: ID" in str(exc_info.value)
 
     new_schema = (
         UpdateSchema(transaction=table.transaction(), allow_incompatible_changes=True)
diff --git a/tests/test_types.py b/tests/test_types.py
index e14ec9dd6c..586022e5a4 100644
--- a/tests/test_types.py
+++ b/tests/test_types.py
@@ -240,11 +240,9 @@ def test_nested_field() -> None:
     assert str(field_var) == str(eval(repr(field_var)))
     assert field_var == pickle.loads(pickle.dumps(field_var))
 
-    with pytest.raises(pydantic_core.ValidationError) as exc_info:
+    with pytest.raises(pydantic_core.ValidationError, match=".*validation errors for NestedField.*"):
         _ = (NestedField(1, "field", StringType(), required=True, write_default=(1, "a", True)),)  # type: ignore
 
-    assert "validation errors for NestedField" in str(exc_info.value)
-
 
 def test_nested_field_complex_type_as_str_unsupported() -> None:
     unsupported_types = ["list", "map", "struct"]
diff --git a/tests/utils/test_manifest.py b/tests/utils/test_manifest.py
index 8d793c468c..5740587958 100644
--- a/tests/utils/test_manifest.py
+++ b/tests/utils/test_manifest.py
@@ -79,7 +79,7 @@ def test_read_manifest_entry(generated_manifest_entry_file: str) -> None:
 
     data_file = manifest_entry.data_file
 
-    assert data_file.content is DataFileContent.DATA
+    assert data_file.content == DataFileContent.DATA
     assert (
         data_file.file_path
         == "/home/iceberg/warehouse/nyc/taxis_partitioned/data/VendorID=null/00000-633-d8a4223e-dc97-45a1-86e1-adaba6e8abd7-00001.parquet"
@@ -416,7 +416,7 @@ def test_write_manifest(
 
         data_file = manifest_entry.data_file
 
-        assert data_file.content is DataFileContent.DATA
+        assert data_file.content == DataFileContent.DATA
         assert (
             data_file.file_path
             == "/home/iceberg/warehouse/nyc/taxis_partitioned/data/VendorID=null/00000-633-d8a4223e-dc97-45a1-86e1-adaba6e8abd7-00001.parquet"

From f6388b952e0812b2cd1c491f432bc90b4cb39def Mon Sep 17 00:00:00 2001
From: koenvo <info@koenvossen.nl>
Date: Fri, 25 Apr 2025 00:24:12 +0200
Subject: [PATCH 139/357] Fallback for upsert when arrow cannot compare source
 rows with target rows (#1878)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

<!-- Fixes https://github.com/apache/iceberg-python/issues/1711 -->

## Rationale for this change

Upsert operations in PyIceberg rely on Arrow joins between source and
target rows. However, Arrow Acero cannot compare certain complex types —
like `struct`, `list`, and `map` — unless they’re part of the join key.
When such types exist in non-join columns, the upsert fails with an
error like:

```ArrowInvalid: Data type struct<...> is not supported in join non-key field venue_geo```


This PR introduces a **fallback mechanism**: if Arrow fails to join due to unsupported types, we fall back to comparing only the key columns. Non-key complex fields are ignored in the join condition, but still retained in the final upserted data.

---

### Before

```python
# Fails if venue_geo is a non-key struct field
txn.upsert(df, join_cols=["match_id"])
```

> ❌ ArrowInvalid: Data type struct<...> is not supported in join non-key field venue_geo

---

### After

```python
# Falls back to key-based join and proceeds
txn.upsert(df, join_cols=["match_id"])
```

> ✅ Successfully inserts or updates the record, skipping complex field comparison during join

---

## ✅ Are these changes tested?

Yes:
- A test was added to reproduce the failure scenario with complex non-key fields.
- The new behavior is verified by asserting that the upsert completes successfully using the fallback logic.

---

> ℹ️ **Note**
> This change does not affect users who do not include complex types in their schemas. For those who do, it improves resilience while preserving data correctness.

---

## Are there any user-facing changes?

Yes — upserts involving complex non-key columns (like `struct`, `list`, or `map`) no longer fail. They now succeed by skipping unsupported comparisons during the join phase.
---
 pyiceberg/table/upsert_util.py |  69 +++++++++-----
 tests/table/test_upsert.py     | 159 ++++++++++++++++++++++++++++++++-
 2 files changed, 206 insertions(+), 22 deletions(-)

diff --git a/pyiceberg/table/upsert_util.py b/pyiceberg/table/upsert_util.py
index c2d554dfae..cefdd101a0 100644
--- a/pyiceberg/table/upsert_util.py
+++ b/pyiceberg/table/upsert_util.py
@@ -62,7 +62,8 @@ def get_rows_to_update(source_table: pa.Table, target_table: pa.Table, join_cols
     """
     all_columns = set(source_table.column_names)
     join_cols_set = set(join_cols)
-    non_key_cols = all_columns - join_cols_set
+
+    non_key_cols = list(all_columns - join_cols_set)
 
     if has_duplicate_rows(target_table, join_cols):
         raise ValueError("Target table has duplicate rows, aborting upsert")
@@ -71,25 +72,51 @@ def get_rows_to_update(source_table: pa.Table, target_table: pa.Table, join_cols
         # When the target table is empty, there is nothing to update :)
         return source_table.schema.empty_table()
 
-    diff_expr = functools.reduce(
-        operator.or_,
-        [
-            pc.or_kleene(
-                pc.not_equal(pc.field(f"{col}-lhs"), pc.field(f"{col}-rhs")),
-                pc.is_null(pc.not_equal(pc.field(f"{col}-lhs"), pc.field(f"{col}-rhs"))),
-            )
-            for col in non_key_cols
-        ],
+    # We need to compare non_key_cols in Python as PyArrow
+    # 1. Cannot do a join when non-join columns have complex types
+    # 2. Cannot compare columns with complex types
+    # See: https://github.com/apache/arrow/issues/35785
+    SOURCE_INDEX_COLUMN_NAME = "__source_index"
+    TARGET_INDEX_COLUMN_NAME = "__target_index"
+
+    if SOURCE_INDEX_COLUMN_NAME in join_cols or TARGET_INDEX_COLUMN_NAME in join_cols:
+        raise ValueError(
+            f"{SOURCE_INDEX_COLUMN_NAME} and {TARGET_INDEX_COLUMN_NAME} are reserved for joining "
+            f"DataFrames, and cannot be used as column names"
+        ) from None
+
+    # Step 1: Prepare source index with join keys and a marker index
+    # Cast to target table schema, so we can do the join
+    # See: https://github.com/apache/arrow/issues/37542
+    source_index = (
+        source_table.cast(target_table.schema)
+        .select(join_cols_set)
+        .append_column(SOURCE_INDEX_COLUMN_NAME, pa.array(range(len(source_table))))
     )
 
-    return (
-        source_table
-        # We already know that the schema is compatible, this is to fix large_ types
-        .cast(target_table.schema)
-        .join(target_table, keys=list(join_cols_set), join_type="inner", left_suffix="-lhs", right_suffix="-rhs")
-        .filter(diff_expr)
-        .drop_columns([f"{col}-rhs" for col in non_key_cols])
-        .rename_columns({f"{col}-lhs" if col not in join_cols else col: col for col in source_table.column_names})
-        # Finally cast to the original schema since it doesn't carry nullability:
-        # https://github.com/apache/arrow/issues/45557
-    ).cast(target_table.schema)
+    # Step 2: Prepare target index with join keys and a marker
+    target_index = target_table.select(join_cols_set).append_column(TARGET_INDEX_COLUMN_NAME, pa.array(range(len(target_table))))
+
+    # Step 3: Perform an inner join to find which rows from source exist in target
+    matching_indices = source_index.join(target_index, keys=list(join_cols_set), join_type="inner")
+
+    # Step 4: Compare all rows using Python
+    to_update_indices = []
+    for source_idx, target_idx in zip(
+        matching_indices[SOURCE_INDEX_COLUMN_NAME].to_pylist(), matching_indices[TARGET_INDEX_COLUMN_NAME].to_pylist()
+    ):
+        source_row = source_table.slice(source_idx, 1)
+        target_row = target_table.slice(target_idx, 1)
+
+        for key in non_key_cols:
+            source_val = source_row.column(key)[0].as_py()
+            target_val = target_row.column(key)[0].as_py()
+            if source_val != target_val:
+                to_update_indices.append(source_idx)
+                break
+
+    # Step 5: Take rows from source table using the indices and cast to target schema
+    if to_update_indices:
+        return source_table.take(to_update_indices)
+    else:
+        return source_table.schema.empty_table()
diff --git a/tests/table/test_upsert.py b/tests/table/test_upsert.py
index 5de4a61187..70203fd162 100644
--- a/tests/table/test_upsert.py
+++ b/tests/table/test_upsert.py
@@ -30,7 +30,7 @@
 from pyiceberg.table import UpsertResult
 from pyiceberg.table.snapshots import Operation
 from pyiceberg.table.upsert_util import create_match_filter
-from pyiceberg.types import IntegerType, NestedField, StringType
+from pyiceberg.types import IntegerType, NestedField, StringType, StructType
 from tests.catalog.test_base import InMemoryCatalog, Table
 
 
@@ -511,6 +511,163 @@ def test_upsert_without_identifier_fields(catalog: Catalog) -> None:
         tbl.upsert(df)
 
 
+def test_upsert_with_struct_field_as_non_join_key(catalog: Catalog) -> None:
+    identifier = "default.test_upsert_struct_field_fails"
+    _drop_table(catalog, identifier)
+
+    schema = Schema(
+        NestedField(1, "id", IntegerType(), required=True),
+        NestedField(
+            2,
+            "nested_type",
+            StructType(
+                NestedField(3, "sub1", StringType(), required=True),
+                NestedField(4, "sub2", StringType(), required=True),
+            ),
+            required=False,
+        ),
+        identifier_field_ids=[1],
+    )
+
+    tbl = catalog.create_table(identifier, schema=schema)
+
+    arrow_schema = pa.schema(
+        [
+            pa.field("id", pa.int32(), nullable=False),
+            pa.field(
+                "nested_type",
+                pa.struct(
+                    [
+                        pa.field("sub1", pa.large_string(), nullable=False),
+                        pa.field("sub2", pa.large_string(), nullable=False),
+                    ]
+                ),
+                nullable=True,
+            ),
+        ]
+    )
+
+    initial_data = pa.Table.from_pylist(
+        [
+            {
+                "id": 1,
+                "nested_type": {"sub1": "bla1", "sub2": "bla"},
+            }
+        ],
+        schema=arrow_schema,
+    )
+    tbl.append(initial_data)
+
+    update_data = pa.Table.from_pylist(
+        [
+            {
+                "id": 2,
+                "nested_type": {"sub1": "bla1", "sub2": "bla"},
+            },
+            {
+                "id": 1,
+                "nested_type": {"sub1": "bla1", "sub2": "bla2"},
+            },
+        ],
+        schema=arrow_schema,
+    )
+
+    res = tbl.upsert(update_data, join_cols=["id"])
+
+    expected_updated = 1
+    expected_inserted = 1
+
+    assert_upsert_result(res, expected_updated, expected_inserted)
+
+    update_data = pa.Table.from_pylist(
+        [
+            {
+                "id": 2,
+                "nested_type": {"sub1": "bla1", "sub2": "bla"},
+            },
+            {
+                "id": 1,
+                "nested_type": {"sub1": "bla1", "sub2": "bla2"},
+            },
+        ],
+        schema=arrow_schema,
+    )
+
+    res = tbl.upsert(update_data, join_cols=["id"])
+
+    expected_updated = 0
+    expected_inserted = 0
+
+    assert_upsert_result(res, expected_updated, expected_inserted)
+
+
+def test_upsert_with_struct_field_as_join_key(catalog: Catalog) -> None:
+    identifier = "default.test_upsert_with_struct_field_as_join_key"
+    _drop_table(catalog, identifier)
+
+    schema = Schema(
+        NestedField(1, "id", IntegerType(), required=True),
+        NestedField(
+            2,
+            "nested_type",
+            StructType(
+                NestedField(3, "sub1", StringType(), required=True),
+                NestedField(4, "sub2", StringType(), required=True),
+            ),
+            required=False,
+        ),
+        identifier_field_ids=[1],
+    )
+
+    tbl = catalog.create_table(identifier, schema=schema)
+
+    arrow_schema = pa.schema(
+        [
+            pa.field("id", pa.int32(), nullable=False),
+            pa.field(
+                "nested_type",
+                pa.struct(
+                    [
+                        pa.field("sub1", pa.large_string(), nullable=False),
+                        pa.field("sub2", pa.large_string(), nullable=False),
+                    ]
+                ),
+                nullable=True,
+            ),
+        ]
+    )
+
+    initial_data = pa.Table.from_pylist(
+        [
+            {
+                "id": 1,
+                "nested_type": {"sub1": "bla1", "sub2": "bla"},
+            }
+        ],
+        schema=arrow_schema,
+    )
+    tbl.append(initial_data)
+
+    update_data = pa.Table.from_pylist(
+        [
+            {
+                "id": 2,
+                "nested_type": {"sub1": "bla1", "sub2": "bla"},
+            },
+            {
+                "id": 1,
+                "nested_type": {"sub1": "bla1", "sub2": "bla"},
+            },
+        ],
+        schema=arrow_schema,
+    )
+
+    with pytest.raises(
+        pa.lib.ArrowNotImplementedError, match="Keys of type struct<sub1: large_string not null, sub2: large_string not null>"
+    ):
+        _ = tbl.upsert(update_data, join_cols=["nested_type"])
+
+
 def test_upsert_with_nulls(catalog: Catalog) -> None:
     identifier = "default.test_upsert_with_nulls"
     _drop_table(catalog, identifier)

From 084d6e018fde97f918af833f29150ed42bee86af Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Mon, 28 Apr 2025 17:39:21 +0200
Subject: [PATCH 140/357] CI: Bump to Iceberg 1.9.0 (#1951)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

# Rationale for this change

Tests against the latest release of Iceberg that has Deletion Vectors 👍

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 dev/Dockerfile    | 6 +++---
 tests/conftest.py | 2 +-
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/dev/Dockerfile b/dev/Dockerfile
index a3f8795d26..b5b72e5617 100644
--- a/dev/Dockerfile
+++ b/dev/Dockerfile
@@ -39,7 +39,7 @@ WORKDIR ${SPARK_HOME}
 # Remember to also update `tests/conftest`'s spark setting
 ENV SPARK_VERSION=3.5.4
 ENV ICEBERG_SPARK_RUNTIME_VERSION=3.5_2.12
-ENV ICEBERG_VERSION=1.9.0-SNAPSHOT
+ENV ICEBERG_VERSION=1.9.0
 ENV PYICEBERG_VERSION=0.9.0
 
 RUN curl --retry 5 -s -C - https://archive.apache.org/dist/spark/spark-${SPARK_VERSION}/spark-${SPARK_VERSION}-bin-hadoop3.tgz -o spark-${SPARK_VERSION}-bin-hadoop3.tgz \
@@ -47,12 +47,12 @@ RUN curl --retry 5 -s -C - https://archive.apache.org/dist/spark/spark-${SPARK_V
  && rm -rf spark-${SPARK_VERSION}-bin-hadoop3.tgz
 
 # Download iceberg spark runtime
-RUN curl --retry 5 -s https://repository.apache.org/content/groups/snapshots/org/apache/iceberg/iceberg-spark-runtime-3.5_2.12/1.9.0-SNAPSHOT/iceberg-spark-runtime-3.5_2.12-1.9.0-20250409.001855-44.jar \
+RUN curl --retry 5 -s https://repo1.maven.org/maven2/org/apache/iceberg/iceberg-spark-runtime-${ICEBERG_SPARK_RUNTIME_VERSION}/${ICEBERG_VERSION}/iceberg-spark-runtime-${ICEBERG_SPARK_RUNTIME_VERSION}-${ICEBERG_VERSION}.jar \
       -Lo /opt/spark/jars/iceberg-spark-runtime-${ICEBERG_SPARK_RUNTIME_VERSION}-${ICEBERG_VERSION}.jar
 
 
 # Download AWS bundle
-RUN curl --retry 5 -s https://repository.apache.org/content/groups/snapshots/org/apache/iceberg/iceberg-aws-bundle/1.9.0-SNAPSHOT/iceberg-aws-bundle-1.9.0-20250409.002731-88.jar \
+RUN curl --retry 5 -s https://repo1.maven.org/maven2/org/apache/iceberg/iceberg-aws-bundle/${ICEBERG_VERSION}/iceberg-aws-bundle-${ICEBERG_VERSION}.jar \
       -Lo /opt/spark/jars/iceberg-aws-bundle-${ICEBERG_VERSION}.jar
 
 COPY spark-defaults.conf /opt/spark/conf
diff --git a/tests/conftest.py b/tests/conftest.py
index 09f3a15d56..21fc6c7400 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -2434,7 +2434,7 @@ def spark() -> "SparkSession":
     # Remember to also update `dev/Dockerfile`
     spark_version = ".".join(importlib.metadata.version("pyspark").split(".")[:2])
     scala_version = "2.12"
-    iceberg_version = "1.8.0"
+    iceberg_version = "1.9.0"
 
     os.environ["PYSPARK_SUBMIT_ARGS"] = (
         f"--packages org.apache.iceberg:iceberg-spark-runtime-{spark_version}_{scala_version}:{iceberg_version},"

From 8477b31b101c51f4a1363764eb04a608e4962dde Mon Sep 17 00:00:00 2001
From: stevie9868 <151791653+stevie9868@users.noreply.github.com>
Date: Mon, 28 Apr 2025 10:59:30 -0700
Subject: [PATCH 141/357] =?UTF-8?q?refactor=20partition=5Fsummary=5Flimit?=
 =?UTF-8?q?=20into=20SnapshotSummaryCollector=20constr=E2=80=A6=20(#1940)?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
Closes #1779

# Rationale for this change
See
[issue](https://github.com/apache/iceberg-python/issues/1779#issuecomment-2816700603)
# Are these changes tested?
Tested locally
# Are there any user-facing changes?
No

<!-- In the case of user-facing changes, please add the changelog label.
-->

---------

Co-authored-by: Yingjian Wu <yingjianw@netflix.com>
---
 pyiceberg/table/snapshots.py       |  4 ++--
 pyiceberg/table/update/snapshot.py |  3 +--
 tests/table/test_snapshots.py      | 35 ++++++++++++++++++++++++++++++
 3 files changed, 38 insertions(+), 4 deletions(-)

diff --git a/pyiceberg/table/snapshots.py b/pyiceberg/table/snapshots.py
index af3f040482..1e48126cac 100644
--- a/pyiceberg/table/snapshots.py
+++ b/pyiceberg/table/snapshots.py
@@ -272,10 +272,10 @@ class SnapshotSummaryCollector:
     partition_metrics: DefaultDict[str, UpdateMetrics]
     max_changed_partitions_for_summaries: int
 
-    def __init__(self) -> None:
+    def __init__(self, partition_summary_limit: int = 0) -> None:
         self.metrics = UpdateMetrics()
         self.partition_metrics = defaultdict(UpdateMetrics)
-        self.max_changed_partitions_for_summaries = 0
+        self.max_changed_partitions_for_summaries = partition_summary_limit
 
     def set_partition_summary_limit(self, limit: int) -> None:
         self.max_changed_partitions_for_summaries = limit
diff --git a/pyiceberg/table/update/snapshot.py b/pyiceberg/table/update/snapshot.py
index b53c331758..a82167744d 100644
--- a/pyiceberg/table/update/snapshot.py
+++ b/pyiceberg/table/update/snapshot.py
@@ -203,13 +203,12 @@ def _write_delete_manifest() -> List[ManifestFile]:
     def _summary(self, snapshot_properties: Dict[str, str] = EMPTY_DICT) -> Summary:
         from pyiceberg.table import TableProperties
 
-        ssc = SnapshotSummaryCollector()
         partition_summary_limit = int(
             self._transaction.table_metadata.properties.get(
                 TableProperties.WRITE_PARTITION_SUMMARY_LIMIT, TableProperties.WRITE_PARTITION_SUMMARY_LIMIT_DEFAULT
             )
         )
-        ssc.set_partition_summary_limit(partition_summary_limit)
+        ssc = SnapshotSummaryCollector(partition_summary_limit=partition_summary_limit)
 
         for data_file in self._added_data_files:
             ssc.add_file(
diff --git a/tests/table/test_snapshots.py b/tests/table/test_snapshots.py
index 24d5f0ffff..3f0dae143b 100644
--- a/tests/table/test_snapshots.py
+++ b/tests/table/test_snapshots.py
@@ -218,6 +218,41 @@ def test_snapshot_summary_collector_with_partition() -> None:
     }
 
 
+@pytest.mark.integration
+def test_snapshot_summary_collector_with_partition_limit_in_constructor() -> None:
+    # Given
+    partition_summary_limit = 10
+    ssc = SnapshotSummaryCollector(partition_summary_limit=partition_summary_limit)
+
+    assert ssc.build() == {}
+    schema = Schema(
+        NestedField(field_id=1, name="bool_field", field_type=BooleanType(), required=False),
+        NestedField(field_id=2, name="string_field", field_type=StringType(), required=False),
+        NestedField(field_id=3, name="int_field", field_type=IntegerType(), required=False),
+    )
+    spec = PartitionSpec(PartitionField(source_id=3, field_id=1001, transform=IdentityTransform(), name="int_field"))
+    data_file_1 = DataFile.from_args(content=DataFileContent.DATA, record_count=100, file_size_in_bytes=1234, partition=Record(1))
+    data_file_2 = DataFile.from_args(content=DataFileContent.DATA, record_count=200, file_size_in_bytes=4321, partition=Record(2))
+
+    # When
+    ssc.add_file(data_file=data_file_1, schema=schema, partition_spec=spec)
+    ssc.remove_file(data_file=data_file_1, schema=schema, partition_spec=spec)
+    ssc.remove_file(data_file=data_file_2, schema=schema, partition_spec=spec)
+
+    # Then
+    assert ssc.build() == {
+        "added-files-size": "1234",
+        "removed-files-size": "5555",
+        "added-data-files": "1",
+        "deleted-data-files": "2",
+        "added-records": "100",
+        "deleted-records": "300",
+        "changed-partition-count": "2",
+        "partitions.int_field=1": "added-files-size=1234,removed-files-size=1234,added-data-files=1,deleted-data-files=1,added-records=100,deleted-records=100",
+        "partitions.int_field=2": "removed-files-size=4321,deleted-data-files=1,deleted-records=200",
+    }
+
+
 def test_merge_snapshot_summaries_empty() -> None:
     assert update_snapshot_summaries(Summary(Operation.APPEND)) == Summary(
         operation=Operation.APPEND,

From b966518bbe15c0b8c90f153cef372f6c68c8e30e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 29 Apr 2025 10:44:41 +0200
Subject: [PATCH 142/357] Build: Bump griffe from 1.7.2 to 1.7.3 (#1954)

---
 poetry.lock    | 36 ++++++++++++++++++------------------
 pyproject.toml |  2 +-
 2 files changed, 19 insertions(+), 19 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index e1aff52534..207b6e26eb 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -58,7 +58,7 @@ description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -71,7 +71,7 @@ description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "aiohttp-3.11.14-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e2bc827c01f75803de77b134afdbf74fa74b62970eafdf190f3244931d7a5c0d"},
     {file = "aiohttp-3.11.14-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e365034c5cf6cf74f57420b57682ea79e19eb29033399dd3f40de4d0171998fa"},
@@ -196,7 +196,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -248,7 +248,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version <= \"3.10\""
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version <= \"3.10\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -265,7 +265,7 @@ files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
-markers = {main = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"}
+markers = {main = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"}
 
 [package.extras]
 benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
@@ -467,7 +467,7 @@ files = [
     {file = "boto3-1.37.1-py3-none-any.whl", hash = "sha256:4320441f904435a1b85e6ecb81793192e522c737cc9ed6566014e29f0a11cb22"},
     {file = "boto3-1.37.1.tar.gz", hash = "sha256:96d18f7feb0c1fcb95f8837b74b6c8880e1b4e35ce5f8a8f8cb243a090c278ed"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.37.1,<1.38.0"
@@ -488,7 +488,7 @@ files = [
     {file = "botocore-1.37.1-py3-none-any.whl", hash = "sha256:c1db1bfc5d8c6b3b6d1ca6794f605294b4264e82a7e727b88e0fef9c2b9fbb9c"},
     {file = "botocore-1.37.1.tar.gz", hash = "sha256:b194db8fb2a0ffba53568c364ae26166e7eec0445496b2ac86a6e142f3dd982f"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -1441,7 +1441,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
 files = [
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5b6a66c18b5b9dd261ca98dffcb826a525334b2f29e7caa54e182255c5f6a65a"},
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d1b3eb7b05ea246510b43a7e53ed1653e55c2121019a97e60cad7efb881a97bb"},
@@ -1970,14 +1970,14 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "griffe"
-version = "1.7.2"
+version = "1.7.3"
 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "griffe-1.7.2-py3-none-any.whl", hash = "sha256:1ed9c2e338a75741fc82083fe5a1bc89cb6142efe126194cc313e34ee6af5423"},
-    {file = "griffe-1.7.2.tar.gz", hash = "sha256:98d396d803fab3b680c2608f300872fd57019ed82f0672f5b5323a9ad18c540c"},
+    {file = "griffe-1.7.3-py3-none-any.whl", hash = "sha256:c6b3ee30c2f0f17f30bcdef5068d6ab7a2a4f1b8bf1a3e74b56fffd21e1c5f75"},
+    {file = "griffe-1.7.3.tar.gz", hash = "sha256:52ee893c6a3a968b639ace8015bec9d36594961e156e23315c8e8e51401fa50b"},
 ]
 
 [package.dependencies]
@@ -2157,7 +2157,7 @@ files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [[package]]
 name = "joserfc"
@@ -2975,7 +2975,7 @@ description = "multidict implementation"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "multidict-6.2.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b9f6392d98c0bd70676ae41474e2eecf4c7150cb419237a41f8f96043fcb81d1"},
     {file = "multidict-6.2.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3501621d5e86f1a88521ea65d5cad0a0834c77b26f193747615b7c911e5422d2"},
@@ -3569,7 +3569,7 @@ description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "propcache-0.3.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:f27785888d2fdd918bc36de8b8739f2d6c791399552333721b58193f68ea3e98"},
     {file = "propcache-0.3.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d4e89cde74154c7b5957f87a355bb9c8ec929c167b59c83d90654ea36aeb6180"},
@@ -3883,7 +3883,7 @@ files = [
     {file = "pyarrow-19.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:8464c9fbe6d94a7fe1599e7e8965f350fd233532868232ab2596a71586c5a429"},
     {file = "pyarrow-19.0.1.tar.gz", hash = "sha256:3bf266b485df66a400f282ac0b6d1b500b9d2ae73314a153dbe97d6d5cc8a99e"},
 ]
-markers = {main = "extra == \"pyarrow\" or extra == \"pandas\" or extra == \"duckdb\" or extra == \"ray\" or extra == \"daft\""}
+markers = {main = "extra == \"daft\" or extra == \"duckdb\" or extra == \"pandas\" or extra == \"pyarrow\" or extra == \"ray\""}
 
 [package.extras]
 test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
@@ -4963,7 +4963,7 @@ files = [
     {file = "s3transfer-0.11.3-py3-none-any.whl", hash = "sha256:ca855bdeb885174b5ffa95b9913622459d4ad8e331fc98eb01e6d5eb6a30655d"},
     {file = "s3transfer-0.11.3.tar.gz", hash = "sha256:edae4977e3a122445660c7c114bba949f9d191bae3b34a096f18a1c8c354527a"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.36.0,<2.0a.0"
@@ -5699,7 +5699,7 @@ description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7df647e8edd71f000a5208fe6ff8c382a1de8edfbccdbbfe649d263de07d8c34"},
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c69697d3adff5aa4f874b19c0e4ed65180ceed6318ec856ebc423aa5850d84f7"},
@@ -5949,4 +5949,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "399953abc8989b7801af4507a6d0ac7660936d2db5f3661ce4503272ef803873"
+content-hash = "db80162ff8c6cfb03dad512d45c39ee656bcde7ca90fc3ac1235ff7adf37cee1"
diff --git a/pyproject.toml b/pyproject.toml
index ca729fda9d..86baf22011 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -105,7 +105,7 @@ docutils = "!=0.21.post1"   # https://github.com/python-poetry/poetry/issues/924
 [tool.poetry.group.docs.dependencies]
 # for mkdocs
 mkdocs = "1.6.1"
-griffe = "1.7.2"
+griffe = "1.7.3"
 jinja2 = "3.1.6"
 mkdocstrings = "0.29.1"
 mkdocstrings-python = "1.16.10"

From 47868f1135efd111e661d4bb0f47a727706b4986 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 29 Apr 2025 10:45:52 +0200
Subject: [PATCH 143/357] Build: Bump pypa/cibuildwheel from 2.23.2 to 2.23.3
 (#1953)

---
 .github/workflows/pypi-build-artifacts.yml | 2 +-
 .github/workflows/svn-build-artifacts.yml  | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/pypi-build-artifacts.yml b/.github/workflows/pypi-build-artifacts.yml
index 6d8442566d..c0430daa08 100644
--- a/.github/workflows/pypi-build-artifacts.yml
+++ b/.github/workflows/pypi-build-artifacts.yml
@@ -62,7 +62,7 @@ jobs:
         if: startsWith(matrix.os, 'ubuntu')
 
       - name: Build wheels
-        uses: pypa/cibuildwheel@v2.23.2
+        uses: pypa/cibuildwheel@v2.23.3
         with:
           output-dir: wheelhouse
           config-file: "pyproject.toml"
diff --git a/.github/workflows/svn-build-artifacts.yml b/.github/workflows/svn-build-artifacts.yml
index 694f9f4490..dd0be8cb7f 100644
--- a/.github/workflows/svn-build-artifacts.yml
+++ b/.github/workflows/svn-build-artifacts.yml
@@ -57,7 +57,7 @@ jobs:
         if: startsWith(matrix.os, 'ubuntu')
 
       - name: Build wheels
-        uses: pypa/cibuildwheel@v2.23.2
+        uses: pypa/cibuildwheel@v2.23.3
         with:
           output-dir: wheelhouse
           config-file: "pyproject.toml"

From 8b0a541464276df71a7ccc41a1ea770363236705 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 29 Apr 2025 21:03:20 +0200
Subject: [PATCH 144/357] Build: Bump polars from 1.27.1 to 1.28.1 (#1955)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [polars](https://github.com/pola-rs/polars) from 1.27.1 to 1.28.1.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/pola-rs/polars/releases">polars's
releases</a>.</em></p>
<blockquote>
<h2>Python Polars 1.28.1</h2>
<h2>🐞 Bug fixes</h2>
<ul>
<li>Reading of reencoded categorical in Parquet (<a
href="https://redirect.github.com/pola-rs/polars/issues/22436">#22436</a>)</li>
<li>Last thread in parquet predicate filter oob (<a
href="https://redirect.github.com/pola-rs/polars/issues/22429">#22429</a>)</li>
</ul>
<h2>📖 Documentation</h2>
<ul>
<li>Fix a few typos in the new &quot;multiplexing&quot; page (<a
href="https://redirect.github.com/pola-rs/polars/issues/22434">#22434</a>)</li>
<li>Add multiplexing page (<a
href="https://redirect.github.com/pola-rs/polars/issues/22426">#22426</a>)</li>
</ul>
<h2>📦 Build system</h2>
<ul>
<li>Update <code>pyo3</code> and <code>numpy</code> crates to version
<code>0.24</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/22015">#22015</a>)</li>
</ul>
<h2>🛠️ Other improvements</h2>
<ul>
<li>Add test for <code>implode</code> + <code>over</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/22437">#22437</a>)</li>
<li>Fix CI by removing use_legacy_dataset (<a
href="https://redirect.github.com/pola-rs/polars/issues/22438">#22438</a>)</li>
<li>Only use pytorch index-url for <code>pytorch</code> package (<a
href="https://redirect.github.com/pola-rs/polars/issues/22355">#22355</a>)</li>
</ul>
<p>Thank you to all our contributors for making this release possible!
<a
href="https://github.com/bschoenmaeckers"><code>@​bschoenmaeckers</code></a>,
<a
href="https://github.com/coastalwhite"><code>@​coastalwhite</code></a>,
<a
href="https://github.com/etiennebacher"><code>@​etiennebacher</code></a>,
<a href="https://github.com/mcrumiller"><code>@​mcrumiller</code></a>
and <a
href="https://github.com/ritchie46"><code>@​ritchie46</code></a></p>
<h2>Python Polars 1.28.0</h2>
<h2>🚀 Performance improvements</h2>
<ul>
<li>Lower Expr.(n_)unique to group_by on streaming engine (<a
href="https://redirect.github.com/pola-rs/polars/issues/22420">#22420</a>)</li>
<li>Chunk huge munmap calls (<a
href="https://redirect.github.com/pola-rs/polars/issues/22414">#22414</a>)</li>
<li>Add single-key variants of streaming group_by (<a
href="https://redirect.github.com/pola-rs/polars/issues/22409">#22409</a>)</li>
<li>Improve accumulate_dataframes_vertical performance (<a
href="https://redirect.github.com/pola-rs/polars/issues/22399">#22399</a>)</li>
<li>Use optimize rolling_quantile with varying window sizes (<a
href="https://redirect.github.com/pola-rs/polars/issues/22353">#22353</a>)</li>
<li>Dedicated <code>rolling_skew</code> kernel (<a
href="https://redirect.github.com/pola-rs/polars/issues/22333">#22333</a>)</li>
<li>Call large munmap's in background thread (<a
href="https://redirect.github.com/pola-rs/polars/issues/22329">#22329</a>)</li>
<li>New streaming group_by implementation (<a
href="https://redirect.github.com/pola-rs/polars/issues/22285">#22285</a>)</li>
<li>Patch jemalloc to not purge huge allocs eagerly if we have
background threads (<a
href="https://redirect.github.com/pola-rs/polars/issues/22318">#22318</a>)</li>
<li>Turn on <code>parallel=prefiltered</code> by default for new
streaming (<a
href="https://redirect.github.com/pola-rs/polars/issues/22190">#22190</a>)</li>
</ul>
<h2>✨ Enhancements</h2>
<ul>
<li>When reporting unexpected types in errors, module-qualify the
typename (<a
href="https://redirect.github.com/pola-rs/polars/issues/22390">#22390</a>)</li>
<li>Add Series <code>backward_fill</code> / <code>forward_fill</code>
(<a
href="https://redirect.github.com/pola-rs/polars/issues/22360">#22360</a>)</li>
<li>Add GPU support to sink_* APIs (<a
href="https://redirect.github.com/pola-rs/polars/issues/20940">#20940</a>)</li>
<li>Changed mapping type from <code>dict</code> to <code>Mapping</code>
(<a
href="https://redirect.github.com/pola-rs/polars/issues/19400">#19400</a>)
(<a
href="https://redirect.github.com/pola-rs/polars/issues/19436">#19436</a>)</li>
<li>Make streaming dispatch public (<a
href="https://redirect.github.com/pola-rs/polars/issues/22347">#22347</a>)</li>
<li>Add <code>rolling_kurtosis</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/22335">#22335</a>)</li>
<li>Support Cast in IO plugin predicates (<a
href="https://redirect.github.com/pola-rs/polars/issues/22317">#22317</a>)</li>
<li>Add <code>.sort(nulls_last=True)</code> to booleans, categoricals
and enums (<a
href="https://redirect.github.com/pola-rs/polars/issues/22300">#22300</a>)</li>
<li>Add rolling min/max for temporals (<a
href="https://redirect.github.com/pola-rs/polars/issues/22271">#22271</a>)</li>
<li>Support literal:list agg (<a
href="https://redirect.github.com/pola-rs/polars/issues/22249">#22249</a>)</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pola-rs/polars/commit/506319eccbffa896e6561412903dc93c3f593046"><code>506319e</code></a>
chore: Add test for <code>implode</code> + <code>over</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/22437">#22437</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/3e64135a890e6e6a98d24b675bb1fdaaacc0b789"><code>3e64135</code></a>
fix: Reading of reencoded categorical in Parquet (<a
href="https://redirect.github.com/pola-rs/polars/issues/22436">#22436</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/180d740e3961511eeb06a7bf1404c99ef283ffe9"><code>180d740</code></a>
chore: Fix CI by removing use_legacy_dataset (<a
href="https://redirect.github.com/pola-rs/polars/issues/22438">#22438</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/d72531f5b49fce3a500a6913e763c24f486d4960"><code>d72531f</code></a>
Python Polars 1.28.1 (fix mac aarch64) (<a
href="https://redirect.github.com/pola-rs/polars/issues/22431">#22431</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/002ba05572c01db0bc69af596612061e5dde0392"><code>002ba05</code></a>
docs(python): Fix a few typos in the new &quot;multiplexing&quot; page
(<a
href="https://redirect.github.com/pola-rs/polars/issues/22434">#22434</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/29ae86eda856fb8ce6161a72b6602192dd70f637"><code>29ae86e</code></a>
chore: Only use pytorch index-url for <code>pytorch</code> package (<a
href="https://redirect.github.com/pola-rs/polars/issues/22355">#22355</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/0f3973925775ef04087972d8caf2796f9f15123d"><code>0f39739</code></a>
docs: Add multiplexing page (<a
href="https://redirect.github.com/pola-rs/polars/issues/22426">#22426</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/fe9989c5d4382be6942c04be421d81ecf50cb753"><code>fe9989c</code></a>
build(python): Update <code>pyo3</code> and <code>numpy</code> crates to
version <code>0.24</code> (<a
href="https://redirect.github.com/pola-rs/polars/issues/22015">#22015</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/1b4f258963dd3347197d7d3c4db7bd8a32d62db2"><code>1b4f258</code></a>
fix: Last thread in parquet predicate filter oob (<a
href="https://redirect.github.com/pola-rs/polars/issues/22429">#22429</a>)</li>
<li><a
href="https://github.com/pola-rs/polars/commit/8d30e79a2e63e14d54c47b6e12b901d539ae5b42"><code>8d30e79</code></a>
Python Polars 1.28.0 (<a
href="https://redirect.github.com/pola-rs/polars/issues/22419">#22419</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/pola-rs/polars/compare/py-1.27.1...py-1.28.1">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=polars&package-manager=pip&previous-version=1.27.1&new-version=1.28.1)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

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<details>
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You can trigger Dependabot actions by commenting on this PR:
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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 207b6e26eb..5915c23c1c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3500,20 +3500,20 @@ files = [
 
 [[package]]
 name = "polars"
-version = "1.27.1"
+version = "1.28.1"
 description = "Blazingly fast DataFrame library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"polars\""
 files = [
-    {file = "polars-1.27.1-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:ba7ad4f8046d00dd97c1369e46a4b7e00ffcff5d38c0f847ee4b9b1bb182fb18"},
-    {file = "polars-1.27.1-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:339e3948748ad6fa7a42e613c3fb165b497ed797e93fce1aa2cddf00fbc16cac"},
-    {file = "polars-1.27.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f801e0d9da198eb97cfb4e8af4242b8396878ff67b655c71570b7e333102b72b"},
-    {file = "polars-1.27.1-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:4d18a29c65222451818b63cd397b2e95c20412ea0065d735a20a4a79a7b26e8a"},
-    {file = "polars-1.27.1-cp39-abi3-win_amd64.whl", hash = "sha256:a4f832cf478b282d97f8bf86eeae2df66fa1384de1c49bc61f7224a10cc6a5df"},
-    {file = "polars-1.27.1-cp39-abi3-win_arm64.whl", hash = "sha256:4f238ee2e3c5660345cb62c0f731bbd6768362db96c058098359ecffa42c3c6c"},
-    {file = "polars-1.27.1.tar.gz", hash = "sha256:94fcb0216b56cd0594aa777db1760a41ad0dfffed90d2ca446cf9294d2e97f02"},
+    {file = "polars-1.28.1-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:8f88d2ba73a4e831eb39433fcf9c84619f8c21a3d83ce9db465b822b4321bb95"},
+    {file = "polars-1.28.1-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:36a199344e2b6b9d5fa30d2835830965f8c7677b38a9e96b1f9be482c31c18c6"},
+    {file = "polars-1.28.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f37a14458a7336351ae32f199a566e784bd0b25895d0f83c6c02bd0f0c25c57d"},
+    {file = "polars-1.28.1-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:c0d209295627fbca45ebb2fa3279df291b1360685ce3f12e24f8327a79b3d384"},
+    {file = "polars-1.28.1-cp39-abi3-win_amd64.whl", hash = "sha256:b1a17108e0ed3844a2e55da3a674414523aaab29299a2956cb691cdfc0db6246"},
+    {file = "polars-1.28.1-cp39-abi3-win_arm64.whl", hash = "sha256:35ca8ab1937e5c72496789968a53e138796e1f5156c832d52f846ef7332149d7"},
+    {file = "polars-1.28.1.tar.gz", hash = "sha256:cdc0a62a1452e2daf1777e36fcf9351424cba2a588827cc32550fe0fa79dec82"},
 ]
 
 [package.extras]

From cf9070060c399316e3a4616d066a235aa151dada Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 30 Apr 2025 07:48:39 +0200
Subject: [PATCH 145/357] Build: Bump mypy-boto3-glue from 1.37.31 to 1.38.0
 (#1956)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [mypy-boto3-glue](https://github.com/youtype/mypy_boto3_builder)
from 1.37.31 to 1.38.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/youtype/mypy_boto3_builder/releases">mypy-boto3-glue's
releases</a>.</em></p>
<blockquote>
<h2>8.8.0 - Python 3.8 runtime is back</h2>
<h3>Changed</h3>
<ul>
<li><code>[services]</code> <code>install_requires</code> section is
calculated based on dependencies in use, so
<code>typing-extensions</code> version is set properly</li>
<li><code>[all]</code> Replaced <code>typing</code> imports with
<code>collections.abc</code> with a fallback to <code>typing</code> for
Python &lt;3.9</li>
<li><code>[all]</code> Added aliases for <code>builtins.list</code>,
<code>builtins.set</code>, <code>builtins.dict</code>, and
<code>builtins.type</code>, so Python 3.8 runtime should work as
expected again (reported by <a
href="https://github.com/YHallouard"><code>@​YHallouard</code></a> in <a
href="https://redirect.github.com/youtype/mypy_boto3_builder/issues/340">#340</a>
and <a
href="https://github.com/Omri-Ben-Yair"><code>@​Omri-Ben-Yair</code></a>
in <a
href="https://redirect.github.com/youtype/mypy_boto3_builder/issues/336">#336</a>)</li>
<li><code>[all]</code> Unions use the same type annotations as the rest
of the structures due to proper fallbacks</li>
</ul>
<h3>Fixed</h3>
<ul>
<li><code>[services]</code> Universal input/output shapes were not
replaced properly in service subresources</li>
<li><code>[docs]</code> Simplified doc links rendering for services</li>
<li><code>[services]</code> Cleaned up unnecessary imports in
<code>client.pyi</code></li>
<li><code>[builder]</code> Import records with fallback are always
rendered</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li>See full diff in <a
href="https://github.com/youtype/mypy_boto3_builder/commits">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=mypy-boto3-glue&package-manager=pip&previous-version=1.37.31&new-version=1.38.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

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Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 5915c23c1c..f99c885791 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3076,15 +3076,15 @@ typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "mypy-boto3-glue"
-version = "1.37.31"
-description = "Type annotations for boto3 Glue 1.37.31 service generated with mypy-boto3-builder 8.10.1"
+version = "1.38.0"
+description = "Type annotations for boto3 Glue 1.38.0 service generated with mypy-boto3-builder 8.10.1"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"glue\""
 files = [
-    {file = "mypy_boto3_glue-1.37.31-py3-none-any.whl", hash = "sha256:a0c708c96ce0a129c795dca7825499926e67c462dcc144eb41f0b65bdc5c32e1"},
-    {file = "mypy_boto3_glue-1.37.31.tar.gz", hash = "sha256:c14a1f6f3afc268c6b6ecc5582239315d64139bc4b9a5eb23aa4d522d57bdde1"},
+    {file = "mypy_boto3_glue-1.38.0-py3-none-any.whl", hash = "sha256:a13e967ac8cc235b26d94dbc24b8dcc4a34eb5d472fda4a3db07122f8e570a57"},
+    {file = "mypy_boto3_glue-1.38.0.tar.gz", hash = "sha256:27a79279586168d9ad4aac6f43bc3717911f5691ac9622a7ef7010486a37eb59"},
 ]
 
 [package.dependencies]

From e5e82162a30b3489c1af091acf26232ba8a26a56 Mon Sep 17 00:00:00 2001
From: Jayce Slesar <47452474+jayceslesar@users.noreply.github.com>
Date: Thu, 1 May 2025 08:18:34 -0400
Subject: [PATCH 146/357] feat: `validation_history` and `ancestors_between`
 (#1935)

---
 pyiceberg/exceptions.py            |   4 +
 pyiceberg/table/snapshots.py       |  13 +++
 pyiceberg/table/update/validate.py |  71 +++++++++++++++
 tests/table/test_init.py           |  39 --------
 tests/table/test_snapshots.py      |  68 +++++++++++++-
 tests/table/test_validate.py       | 138 +++++++++++++++++++++++++++++
 6 files changed, 293 insertions(+), 40 deletions(-)
 create mode 100644 pyiceberg/table/update/validate.py
 create mode 100644 tests/table/test_validate.py

diff --git a/pyiceberg/exceptions.py b/pyiceberg/exceptions.py
index 56574ff471..c80f104e46 100644
--- a/pyiceberg/exceptions.py
+++ b/pyiceberg/exceptions.py
@@ -122,3 +122,7 @@ class CommitStateUnknownException(RESTError):
 
 class WaitingForLockException(Exception):
     """Need to wait for a lock, try again."""
+
+
+class ValidationException(Exception):
+    """Raised when validation fails."""
diff --git a/pyiceberg/table/snapshots.py b/pyiceberg/table/snapshots.py
index 1e48126cac..bf18a2b117 100644
--- a/pyiceberg/table/snapshots.py
+++ b/pyiceberg/table/snapshots.py
@@ -435,3 +435,16 @@ def ancestors_of(current_snapshot: Optional[Snapshot], table_metadata: TableMeta
         if snapshot.parent_snapshot_id is None:
             break
         snapshot = table_metadata.snapshot_by_id(snapshot.parent_snapshot_id)
+
+
+def ancestors_between(
+    to_snapshot: Snapshot, from_snapshot: Optional[Snapshot], table_metadata: TableMetadata
+) -> Iterable[Snapshot]:
+    """Get the ancestors of and including the given snapshot between the to and from snapshots."""
+    if from_snapshot is not None:
+        for snapshot in ancestors_of(to_snapshot, table_metadata):
+            yield snapshot
+            if snapshot == from_snapshot:
+                break
+    else:
+        yield from ancestors_of(to_snapshot, table_metadata)
diff --git a/pyiceberg/table/update/validate.py b/pyiceberg/table/update/validate.py
new file mode 100644
index 0000000000..7caaf1d521
--- /dev/null
+++ b/pyiceberg/table/update/validate.py
@@ -0,0 +1,71 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+from pyiceberg.exceptions import ValidationException
+from pyiceberg.manifest import ManifestContent, ManifestFile
+from pyiceberg.table import Table
+from pyiceberg.table.snapshots import Operation, Snapshot, ancestors_between
+
+
+def validation_history(
+    table: Table,
+    to_snapshot: Snapshot,
+    from_snapshot: Snapshot,
+    matching_operations: set[Operation],
+    manifest_content_filter: ManifestContent,
+) -> tuple[list[ManifestFile], set[int]]:
+    """Return newly added manifests and snapshot IDs between the starting snapshot and parent snapshot.
+
+    Args:
+        table: Table to get the history from
+        to_snapshot: Starting snapshot
+        from_snapshot: Parent snapshot to get the history from
+        matching_operations: Operations to match on
+        manifest_content_filter: Manifest content type to filter
+
+    Raises:
+        ValidationException: If no matching snapshot is found or only one snapshot is found
+
+    Returns:
+        List of manifest files and set of snapshots ID's matching conditions
+    """
+    manifests_files: list[ManifestFile] = []
+    snapshots: set[int] = set()
+
+    last_snapshot = None
+    for snapshot in ancestors_between(to_snapshot, from_snapshot, table.metadata):
+        last_snapshot = snapshot
+        summary = snapshot.summary
+        if summary is None:
+            raise ValidationException(f"No summary found for snapshot {snapshot}!")
+        if summary.operation not in matching_operations:
+            continue
+
+        snapshots.add(snapshot.snapshot_id)
+        # TODO: Maybe do the IO in a separate thread at some point, and collect at the bottom (we can easily merge the sets
+        manifests_files.extend(
+            [
+                manifest
+                for manifest in snapshot.manifests(table.io)
+                if manifest.added_snapshot_id == snapshot.snapshot_id and manifest.content == manifest_content_filter
+            ]
+        )
+
+    if last_snapshot is not None and last_snapshot.snapshot_id != from_snapshot.snapshot_id:
+        raise ValidationException("No matching snapshot found.")
+
+    return manifests_files, snapshots
diff --git a/tests/table/test_init.py b/tests/table/test_init.py
index acc31d4722..dbac84bd81 100644
--- a/tests/table/test_init.py
+++ b/tests/table/test_init.py
@@ -57,7 +57,6 @@
     Snapshot,
     SnapshotLogEntry,
     Summary,
-    ancestors_of,
 )
 from pyiceberg.table.sorting import (
     NullOrder,
@@ -225,44 +224,6 @@ def test_snapshot_by_timestamp(table_v2: Table) -> None:
     assert table_v2.snapshot_as_of_timestamp(1515100955770, inclusive=False) is None
 
 
-def test_ancestors_of(table_v2: Table) -> None:
-    assert list(ancestors_of(table_v2.current_snapshot(), table_v2.metadata)) == [
-        Snapshot(
-            snapshot_id=3055729675574597004,
-            parent_snapshot_id=3051729675574597004,
-            sequence_number=1,
-            timestamp_ms=1555100955770,
-            manifest_list="s3://a/b/2.avro",
-            summary=Summary(Operation.APPEND),
-            schema_id=1,
-        ),
-        Snapshot(
-            snapshot_id=3051729675574597004,
-            parent_snapshot_id=None,
-            sequence_number=0,
-            timestamp_ms=1515100955770,
-            manifest_list="s3://a/b/1.avro",
-            summary=Summary(Operation.APPEND),
-            schema_id=None,
-        ),
-    ]
-
-
-def test_ancestors_of_recursive_error(table_v2_with_extensive_snapshots: Table) -> None:
-    # Test RecursionError: maximum recursion depth exceeded
-    assert (
-        len(
-            list(
-                ancestors_of(
-                    table_v2_with_extensive_snapshots.current_snapshot(),
-                    table_v2_with_extensive_snapshots.metadata,
-                )
-            )
-        )
-        == 2000
-    )
-
-
 def test_snapshot_by_id_does_not_exist(table_v2: Table) -> None:
     assert table_v2.snapshot_by_id(-1) is None
 
diff --git a/tests/table/test_snapshots.py b/tests/table/test_snapshots.py
index 3f0dae143b..2395ea7739 100644
--- a/tests/table/test_snapshots.py
+++ b/tests/table/test_snapshots.py
@@ -15,12 +15,23 @@
 # specific language governing permissions and limitations
 # under the License.
 # pylint:disable=redefined-outer-name,eval-used
+from typing import cast
+
 import pytest
 
 from pyiceberg.manifest import DataFile, DataFileContent, ManifestContent, ManifestFile
 from pyiceberg.partitioning import PartitionField, PartitionSpec
 from pyiceberg.schema import Schema
-from pyiceberg.table.snapshots import Operation, Snapshot, SnapshotSummaryCollector, Summary, update_snapshot_summaries
+from pyiceberg.table import Table
+from pyiceberg.table.snapshots import (
+    Operation,
+    Snapshot,
+    SnapshotSummaryCollector,
+    Summary,
+    ancestors_between,
+    ancestors_of,
+    update_snapshot_summaries,
+)
 from pyiceberg.transforms import IdentityTransform
 from pyiceberg.typedef import Record
 from pyiceberg.types import (
@@ -368,3 +379,58 @@ def test_invalid_type() -> None:
         )
 
     assert "Could not parse summary property total-data-files to an int: abc" in str(e.value)
+
+
+def test_ancestors_of(table_v2: Table) -> None:
+    assert list(ancestors_of(table_v2.current_snapshot(), table_v2.metadata)) == [
+        Snapshot(
+            snapshot_id=3055729675574597004,
+            parent_snapshot_id=3051729675574597004,
+            sequence_number=1,
+            timestamp_ms=1555100955770,
+            manifest_list="s3://a/b/2.avro",
+            summary=Summary(Operation.APPEND),
+            schema_id=1,
+        ),
+        Snapshot(
+            snapshot_id=3051729675574597004,
+            parent_snapshot_id=None,
+            sequence_number=0,
+            timestamp_ms=1515100955770,
+            manifest_list="s3://a/b/1.avro",
+            summary=Summary(Operation.APPEND),
+            schema_id=None,
+        ),
+    ]
+
+
+def test_ancestors_of_recursive_error(table_v2_with_extensive_snapshots: Table) -> None:
+    # Test RecursionError: maximum recursion depth exceeded
+    assert (
+        len(
+            list(
+                ancestors_of(
+                    table_v2_with_extensive_snapshots.current_snapshot(),
+                    table_v2_with_extensive_snapshots.metadata,
+                )
+            )
+        )
+        == 2000
+    )
+
+
+def test_ancestors_between(table_v2_with_extensive_snapshots: Table) -> None:
+    oldest_snapshot = table_v2_with_extensive_snapshots.snapshots()[0]
+    current_snapshot = cast(Snapshot, table_v2_with_extensive_snapshots.current_snapshot())
+    assert (
+        len(
+            list(
+                ancestors_between(
+                    current_snapshot,
+                    oldest_snapshot,
+                    table_v2_with_extensive_snapshots.metadata,
+                )
+            )
+        )
+        == 2000
+    )
diff --git a/tests/table/test_validate.py b/tests/table/test_validate.py
new file mode 100644
index 0000000000..eac3733f2d
--- /dev/null
+++ b/tests/table/test_validate.py
@@ -0,0 +1,138 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+# pylint:disable=redefined-outer-name,eval-used
+from typing import cast
+from unittest.mock import patch
+
+import pytest
+
+from pyiceberg.exceptions import ValidationException
+from pyiceberg.io import FileIO
+from pyiceberg.manifest import ManifestContent, ManifestFile
+from pyiceberg.table import Table
+from pyiceberg.table.snapshots import Operation, Snapshot
+from pyiceberg.table.update.validate import validation_history
+
+
+@pytest.fixture
+def table_v2_with_extensive_snapshots_and_manifests(
+    table_v2_with_extensive_snapshots: Table,
+) -> tuple[Table, dict[int, list[ManifestFile]]]:
+    """Fixture to create a table with extensive snapshots and manifests."""
+    mock_manifests = {}
+
+    for i, snapshot in enumerate(table_v2_with_extensive_snapshots.snapshots()):
+        mock_manifest = ManifestFile.from_args(
+            manifest_path=f"foo/bar/{i}",
+            manifest_length=1,
+            partition_spec_id=1,
+            content=ManifestContent.DATA if i % 2 == 0 else ManifestContent.DELETES,
+            sequence_number=1,
+            min_sequence_number=1,
+            added_snapshot_id=snapshot.snapshot_id,
+        )
+
+        # Store the manifest for this specific snapshot
+        mock_manifests[snapshot.snapshot_id] = [mock_manifest]
+
+    return table_v2_with_extensive_snapshots, mock_manifests
+
+
+def test_validation_history(table_v2_with_extensive_snapshots_and_manifests: tuple[Table, dict[int, list[ManifestFile]]]) -> None:
+    """Test the validation history function."""
+    table, mock_manifests = table_v2_with_extensive_snapshots_and_manifests
+
+    expected_manifest_data_counts = len([m for m in mock_manifests.values() if m[0].content == ManifestContent.DATA])
+
+    oldest_snapshot = table.snapshots()[0]
+    newest_snapshot = cast(Snapshot, table.current_snapshot())
+
+    def mock_read_manifest_side_effect(self: Snapshot, io: FileIO) -> list[ManifestFile]:
+        """Mock the manifests method to use the snapshot_id for lookup."""
+        snapshot_id = self.snapshot_id
+        if snapshot_id in mock_manifests:
+            return mock_manifests[snapshot_id]
+        return []
+
+    with patch("pyiceberg.table.snapshots.Snapshot.manifests", new=mock_read_manifest_side_effect):
+        manifests, snapshots = validation_history(
+            table,
+            newest_snapshot,
+            oldest_snapshot,
+            {Operation.APPEND},
+            ManifestContent.DATA,
+        )
+
+        assert len(manifests) == expected_manifest_data_counts
+
+
+def test_validation_history_fails_on_snapshot_with_no_summary(
+    table_v2_with_extensive_snapshots_and_manifests: tuple[Table, dict[int, list[ManifestFile]]],
+) -> None:
+    """Test the validation history function fails on snapshot with no summary."""
+    table, _ = table_v2_with_extensive_snapshots_and_manifests
+    oldest_snapshot = table.snapshots()[0]
+    newest_snapshot = cast(Snapshot, table.current_snapshot())
+
+    # Create a snapshot with no summary
+    snapshot_with_no_summary = Snapshot(
+        snapshot_id="1234",
+        parent_id="5678",
+        timestamp_ms=0,
+        operation=Operation.APPEND,
+        summary=None,
+        manifest_list="foo/bar",
+    )
+    with patch("pyiceberg.table.update.validate.ancestors_between", return_value=[snapshot_with_no_summary]):
+        with pytest.raises(ValidationException):
+            validation_history(
+                table,
+                newest_snapshot,
+                oldest_snapshot,
+                {Operation.APPEND},
+                ManifestContent.DATA,
+            )
+
+
+def test_validation_history_fails_on_from_snapshot_not_matching_last_snapshot(
+    table_v2_with_extensive_snapshots_and_manifests: tuple[Table, dict[int, list[ManifestFile]]],
+) -> None:
+    """Test the validation history function fails when from_snapshot doesn't match last_snapshot."""
+    table, mock_manifests = table_v2_with_extensive_snapshots_and_manifests
+
+    oldest_snapshot = table.snapshots()[0]
+    newest_snapshot = cast(Snapshot, table.current_snapshot())
+
+    def mock_read_manifest_side_effect(self: Snapshot, io: FileIO) -> list[ManifestFile]:
+        """Mock the manifests method to use the snapshot_id for lookup."""
+        snapshot_id = self.snapshot_id
+        if snapshot_id in mock_manifests:
+            return mock_manifests[snapshot_id]
+        return []
+
+    missing_oldest_snapshot = table.snapshots()[1:]
+
+    with patch("pyiceberg.table.snapshots.Snapshot.manifests", new=mock_read_manifest_side_effect):
+        with patch("pyiceberg.table.update.validate.ancestors_between", return_value=missing_oldest_snapshot):
+            with pytest.raises(ValidationException):
+                validation_history(
+                    table,
+                    newest_snapshot,
+                    oldest_snapshot,
+                    {Operation.APPEND},
+                    ManifestContent.DATA,
+                )

From 4de18813a228272128f508082b61a602c560e122 Mon Sep 17 00:00:00 2001
From: Sung Yun <107272191+sungwy@users.noreply.github.com>
Date: Fri, 2 May 2025 05:05:28 -0400
Subject: [PATCH 147/357] Reorder `validation_history` parameters to be more
 idiomatic (#1959)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

Nit: the current order (`to_snapshot` before `from_snapshot`) is
unexpected and
[error-prone](https://github.com/apache/iceberg-python/pull/1938/files#r2070985497).

This PR proposes to reorder these parameters in `validation_history` and
`ancestors_between` so that it is more idiomatic.
# Are these changes tested?

Yes, through integration and unit tests

# Are there any user-facing changes?

Yes, but these functions were just introduced (no releases were made yet
with these functions)
<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/table/snapshots.py       | 2 +-
 pyiceberg/table/update/validate.py | 6 +++---
 tests/table/test_snapshots.py      | 2 +-
 tests/table/test_validate.py       | 6 +++---
 4 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/pyiceberg/table/snapshots.py b/pyiceberg/table/snapshots.py
index bf18a2b117..8d1a24c420 100644
--- a/pyiceberg/table/snapshots.py
+++ b/pyiceberg/table/snapshots.py
@@ -438,7 +438,7 @@ def ancestors_of(current_snapshot: Optional[Snapshot], table_metadata: TableMeta
 
 
 def ancestors_between(
-    to_snapshot: Snapshot, from_snapshot: Optional[Snapshot], table_metadata: TableMetadata
+    from_snapshot: Optional[Snapshot], to_snapshot: Snapshot, table_metadata: TableMetadata
 ) -> Iterable[Snapshot]:
     """Get the ancestors of and including the given snapshot between the to and from snapshots."""
     if from_snapshot is not None:
diff --git a/pyiceberg/table/update/validate.py b/pyiceberg/table/update/validate.py
index 7caaf1d521..93cf12d669 100644
--- a/pyiceberg/table/update/validate.py
+++ b/pyiceberg/table/update/validate.py
@@ -23,8 +23,8 @@
 
 def validation_history(
     table: Table,
-    to_snapshot: Snapshot,
     from_snapshot: Snapshot,
+    to_snapshot: Snapshot,
     matching_operations: set[Operation],
     manifest_content_filter: ManifestContent,
 ) -> tuple[list[ManifestFile], set[int]]:
@@ -32,8 +32,8 @@ def validation_history(
 
     Args:
         table: Table to get the history from
-        to_snapshot: Starting snapshot
         from_snapshot: Parent snapshot to get the history from
+        to_snapshot: Starting snapshot
         matching_operations: Operations to match on
         manifest_content_filter: Manifest content type to filter
 
@@ -47,7 +47,7 @@ def validation_history(
     snapshots: set[int] = set()
 
     last_snapshot = None
-    for snapshot in ancestors_between(to_snapshot, from_snapshot, table.metadata):
+    for snapshot in ancestors_between(from_snapshot, to_snapshot, table.metadata):
         last_snapshot = snapshot
         summary = snapshot.summary
         if summary is None:
diff --git a/tests/table/test_snapshots.py b/tests/table/test_snapshots.py
index 2395ea7739..b71d92aa55 100644
--- a/tests/table/test_snapshots.py
+++ b/tests/table/test_snapshots.py
@@ -426,8 +426,8 @@ def test_ancestors_between(table_v2_with_extensive_snapshots: Table) -> None:
         len(
             list(
                 ancestors_between(
-                    current_snapshot,
                     oldest_snapshot,
+                    current_snapshot,
                     table_v2_with_extensive_snapshots.metadata,
                 )
             )
diff --git a/tests/table/test_validate.py b/tests/table/test_validate.py
index eac3733f2d..ca7f83badd 100644
--- a/tests/table/test_validate.py
+++ b/tests/table/test_validate.py
@@ -71,8 +71,8 @@ def mock_read_manifest_side_effect(self: Snapshot, io: FileIO) -> list[ManifestF
     with patch("pyiceberg.table.snapshots.Snapshot.manifests", new=mock_read_manifest_side_effect):
         manifests, snapshots = validation_history(
             table,
-            newest_snapshot,
             oldest_snapshot,
+            newest_snapshot,
             {Operation.APPEND},
             ManifestContent.DATA,
         )
@@ -101,8 +101,8 @@ def test_validation_history_fails_on_snapshot_with_no_summary(
         with pytest.raises(ValidationException):
             validation_history(
                 table,
-                newest_snapshot,
                 oldest_snapshot,
+                newest_snapshot,
                 {Operation.APPEND},
                 ManifestContent.DATA,
             )
@@ -131,8 +131,8 @@ def mock_read_manifest_side_effect(self: Snapshot, io: FileIO) -> list[ManifestF
             with pytest.raises(ValidationException):
                 validation_history(
                     table,
-                    newest_snapshot,
                     oldest_snapshot,
+                    newest_snapshot,
                     {Operation.APPEND},
                     ManifestContent.DATA,
                 )

From c086b48d9185b5dd227888b98c9bcadf9e39a008 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 6 May 2025 09:11:51 +0200
Subject: [PATCH 148/357] Build: Bump pydantic from 2.11.3 to 2.11.4 (#1967)

---
 poetry.lock | 208 ++++++++++++++++++++++++++--------------------------
 1 file changed, 104 insertions(+), 104 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index f99c885791..d3c2d8caa9 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3932,19 +3932,19 @@ markers = {main = "(extra == \"zstandard\" or extra == \"adlfs\") and platform_p
 
 [[package]]
 name = "pydantic"
-version = "2.11.3"
+version = "2.11.4"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "pydantic-2.11.3-py3-none-any.whl", hash = "sha256:a082753436a07f9ba1289c6ffa01cd93db3548776088aa917cc43b63f68fa60f"},
-    {file = "pydantic-2.11.3.tar.gz", hash = "sha256:7471657138c16adad9322fe3070c0116dd6c3ad8d649300e3cbdfe91f4db4ec3"},
+    {file = "pydantic-2.11.4-py3-none-any.whl", hash = "sha256:d9615eaa9ac5a063471da949c8fc16376a84afb5024688b3ff885693506764eb"},
+    {file = "pydantic-2.11.4.tar.gz", hash = "sha256:32738d19d63a226a52eed76645a98ee07c1f410ee41d93b4afbfa85ed8111c2d"},
 ]
 
 [package.dependencies]
 annotated-types = ">=0.6.0"
-pydantic-core = "2.33.1"
+pydantic-core = "2.33.2"
 typing-extensions = ">=4.12.2"
 typing-inspection = ">=0.4.0"
 
@@ -3954,111 +3954,111 @@ timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows
 
 [[package]]
 name = "pydantic-core"
-version = "2.33.1"
+version = "2.33.2"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "pydantic_core-2.33.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:3077cfdb6125cc8dab61b155fdd714663e401f0e6883f9632118ec12cf42df26"},
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+    {file = "pydantic_core-2.33.2-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:d87c561733f66531dced0da6e864f44ebf89a8fba55f31407b00c2f7f9449593"},
+    {file = "pydantic_core-2.33.2-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2f82865531efd18d6e07a04a17331af02cb7a651583c418df8266f17a63c6612"},
+    {file = "pydantic_core-2.33.2-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2bfb5112df54209d820d7bf9317c7a6c9025ea52e49f46b6a2060104bba37de7"},
+    {file = "pydantic_core-2.33.2-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:64632ff9d614e5eecfb495796ad51b0ed98c453e447a76bcbeeb69615079fc7e"},
+    {file = "pydantic_core-2.33.2-pp311-pypy311_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:f889f7a40498cc077332c7ab6b4608d296d852182211787d4f3ee377aaae66e8"},
+    {file = "pydantic_core-2.33.2-pp311-pypy311_pp73-musllinux_1_1_armv7l.whl", hash = "sha256:de4b83bb311557e439b9e186f733f6c645b9417c84e2eb8203f3f820a4b988bf"},
+    {file = "pydantic_core-2.33.2-pp311-pypy311_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:82f68293f055f51b51ea42fafc74b6aad03e70e191799430b90c13d643059ebb"},
+    {file = "pydantic_core-2.33.2-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:329467cecfb529c925cf2bbd4d60d2c509bc2fb52a20c1045bf09bb70971a9c1"},
+    {file = "pydantic_core-2.33.2-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:87acbfcf8e90ca885206e98359d7dca4bcbb35abdc0ff66672a293e1d7a19101"},
+    {file = "pydantic_core-2.33.2-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:7f92c15cd1e97d4b12acd1cc9004fa092578acfa57b67ad5e43a197175d01a64"},
+    {file = "pydantic_core-2.33.2-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d3f26877a748dc4251cfcfda9dfb5f13fcb034f5308388066bcfe9031b63ae7d"},
+    {file = "pydantic_core-2.33.2-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dac89aea9af8cd672fa7b510e7b8c33b0bba9a43186680550ccf23020f32d535"},
+    {file = "pydantic_core-2.33.2-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:970919794d126ba8645f3837ab6046fb4e72bbc057b3709144066204c19a455d"},
+    {file = "pydantic_core-2.33.2-pp39-pypy39_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:3eb3fe62804e8f859c49ed20a8451342de53ed764150cb14ca71357c765dc2a6"},
+    {file = "pydantic_core-2.33.2-pp39-pypy39_pp73-musllinux_1_1_armv7l.whl", hash = "sha256:3abcd9392a36025e3bd55f9bd38d908bd17962cc49bc6da8e7e96285336e2bca"},
+    {file = "pydantic_core-2.33.2-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:3a1c81334778f9e3af2f8aeb7a960736e5cab1dfebfb26aabca09afd2906c039"},
+    {file = "pydantic_core-2.33.2-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:2807668ba86cb38c6817ad9bc66215ab8584d1d304030ce4f0887336f28a5e27"},
+    {file = "pydantic_core-2.33.2.tar.gz", hash = "sha256:7cb8bc3605c29176e1b105350d2e6474142d7c1bd1d9327c4a9bdb46bf827acc"},
 ]
 
 [package.dependencies]

From e9f60c7bcdf9610f92b3d0785cd1aed9b9639737 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 6 May 2025 09:25:13 +0200
Subject: [PATCH 149/357] Build: Bump boto3 from 1.37.1 to 1.37.3 (#1970)

---
 poetry.lock | 26 +++++++++++++-------------
 1 file changed, 13 insertions(+), 13 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index d3c2d8caa9..1a398e0376 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -27,29 +27,29 @@ tests = ["arrow", "dask[dataframe]", "docker", "pytest", "pytest-mock"]
 
 [[package]]
 name = "aiobotocore"
-version = "2.21.1"
+version = "2.22.0"
 description = "Async client for aws services using botocore and aiohttp"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"s3fs\""
 files = [
-    {file = "aiobotocore-2.21.1-py3-none-any.whl", hash = "sha256:bd7c49a6d6f8a3d9444b0a94417c8da13813b5c7eec1c4f0ec2db7e8ce8f23e7"},
-    {file = "aiobotocore-2.21.1.tar.gz", hash = "sha256:010357f43004413e92a9d066bb0db1f241aeb29ffed306e9197061ffc94e6577"},
+    {file = "aiobotocore-2.22.0-py3-none-any.whl", hash = "sha256:b4e6306f79df9d81daff1f9d63189a2dbee4b77ce3ab937304834e35eaaeeccf"},
+    {file = "aiobotocore-2.22.0.tar.gz", hash = "sha256:11091477266b75c2b5d28421c1f2bc9a87d175d0b8619cb830805e7a113a170b"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.9.2,<4.0.0"
 aioitertools = ">=0.5.1,<1.0.0"
-botocore = ">=1.37.0,<1.37.2"
+botocore = ">=1.37.2,<1.37.4"
 jmespath = ">=0.7.1,<2.0.0"
 multidict = ">=6.0.0,<7.0.0"
 python-dateutil = ">=2.1,<3.0.0"
 wrapt = ">=1.10.10,<2.0.0"
 
 [package.extras]
-awscli = ["awscli (>=1.38.0,<1.38.2)"]
-boto3 = ["boto3 (>=1.37.0,<1.37.2)"]
+awscli = ["awscli (>=1.38.2,<1.38.4)"]
+boto3 = ["boto3 (>=1.37.2,<1.37.4)"]
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -458,19 +458,19 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.37.1"
+version = "1.37.3"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
-    {file = "boto3-1.37.1-py3-none-any.whl", hash = "sha256:4320441f904435a1b85e6ecb81793192e522c737cc9ed6566014e29f0a11cb22"},
-    {file = "boto3-1.37.1.tar.gz", hash = "sha256:96d18f7feb0c1fcb95f8837b74b6c8880e1b4e35ce5f8a8f8cb243a090c278ed"},
+    {file = "boto3-1.37.3-py3-none-any.whl", hash = "sha256:2063b40af99fd02f6228ff52397b552ff3353831edaf8d25cc04801827ab9794"},
+    {file = "boto3-1.37.3.tar.gz", hash = "sha256:21f3ce0ef111297e63a6eb998a25197b8c10982970c320d4c6e8db08be2157be"},
 ]
 markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
-botocore = ">=1.37.1,<1.38.0"
+botocore = ">=1.37.3,<1.38.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.11.0,<0.12.0"
 
@@ -479,14 +479,14 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.37.1"
+version = "1.37.3"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
-    {file = "botocore-1.37.1-py3-none-any.whl", hash = "sha256:c1db1bfc5d8c6b3b6d1ca6794f605294b4264e82a7e727b88e0fef9c2b9fbb9c"},
-    {file = "botocore-1.37.1.tar.gz", hash = "sha256:b194db8fb2a0ffba53568c364ae26166e7eec0445496b2ac86a6e142f3dd982f"},
+    {file = "botocore-1.37.3-py3-none-any.whl", hash = "sha256:d01bd3bf4c80e61fa88d636ad9f5c9f60a551d71549b481386c6b4efe0bb2b2e"},
+    {file = "botocore-1.37.3.tar.gz", hash = "sha256:fe8403eb55a88faf9b0f9da6615e5bee7be056d75e17af66c3c8f0a3b0648da4"},
 ]
 markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 

From 0902b6b7a678179730c8cdbeb08c3d096ca8df74 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 6 May 2025 10:07:52 +0200
Subject: [PATCH 150/357] Build: Bump getdaft from 0.4.10 to 0.4.13 (#1969)

---
 poetry.lock | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 1a398e0376..f382871ab7 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1605,19 +1605,19 @@ gcsfuse = ["fusepy"]
 
 [[package]]
 name = "getdaft"
-version = "0.4.10"
+version = "0.4.13"
 description = "Distributed Dataframes for Multimodal Data"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"daft\""
 files = [
-    {file = "getdaft-0.4.10-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:a70bb11606057f59aab873806b60512ec02162507665addc7c8626438e8e2fea"},
-    {file = "getdaft-0.4.10-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:2a7fe144ea9d4d74d812e04066c2b9960999fa3eaefdad30bb8524987936ed9a"},
-    {file = "getdaft-0.4.10-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:286989803ba0b82f1ac8e953fa08e88f76ef2421cb31bfd8d12c3f655afa4fde"},
-    {file = "getdaft-0.4.10-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:4e855aaa423c4942ac11b4741e05aa7c537e2a629a05e52ce45f2b827ff77fe3"},
-    {file = "getdaft-0.4.10-cp39-abi3-win_amd64.whl", hash = "sha256:e9c4265a3de7f9cb9e762796a9bd22fd80cf21f00d1687fac2b51b13e3a173cd"},
-    {file = "getdaft-0.4.10.tar.gz", hash = "sha256:2b9ed71bf5f039e9c325e47660431921156177aafde8785eb4c47286fe463643"},
+    {file = "getdaft-0.4.13-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:060c6736213bb231d14575d233c9c7c123592269c11e86e11ef229191ccabbf9"},
+    {file = "getdaft-0.4.13-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:b9e40d37e13592ec8bf9b28c2a44de2c4902529035ee5b4acf02634d9718cb24"},
+    {file = "getdaft-0.4.13-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:bca5a02a743d775481ec0836be3c252c0e9c43f94b023e00573292e7bffc1840"},
+    {file = "getdaft-0.4.13-cp39-abi3-manylinux_2_24_x86_64.whl", hash = "sha256:bd8ddab4b153a9c0cbb5f6527f474e5e19040ed88d27822c8c729bc12f6b2808"},
+    {file = "getdaft-0.4.13-cp39-abi3-win_amd64.whl", hash = "sha256:9ffaea41f4da01964bbdbc8fb8d4a126b6c19f36a29898b4c9c474930e3d60c5"},
+    {file = "getdaft-0.4.13.tar.gz", hash = "sha256:d70c3518bccc090ea34455499c63ba4e377ab0afffa47bc75658940cb433cb28"},
 ]
 
 [package.dependencies]
@@ -1638,7 +1638,7 @@ numpy = ["numpy"]
 pandas = ["pandas"]
 ray = ["packaging", "ray[client,data] (>=2.0.0) ; platform_system != \"Windows\"", "ray[client,data] (>=2.10.0) ; platform_system == \"Windows\""]
 sql = ["connectorx", "sqlalchemy", "sqlglot"]
-unity = ["unitycatalog"]
+unity = ["httpx (<=0.27.2)", "unitycatalog"]
 
 [[package]]
 name = "ghp-import"

From 9d2e5cc1488a58120146c3a710b6b9cf4274ad2e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 6 May 2025 10:10:47 +0200
Subject: [PATCH 151/357] Build: Bump polars from 1.28.1 to 1.29.0 (#1968)

---
 poetry.lock | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index f382871ab7..5886a7821d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3500,20 +3500,20 @@ files = [
 
 [[package]]
 name = "polars"
-version = "1.28.1"
+version = "1.29.0"
 description = "Blazingly fast DataFrame library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"polars\""
 files = [
-    {file = "polars-1.28.1-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:8f88d2ba73a4e831eb39433fcf9c84619f8c21a3d83ce9db465b822b4321bb95"},
-    {file = "polars-1.28.1-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:36a199344e2b6b9d5fa30d2835830965f8c7677b38a9e96b1f9be482c31c18c6"},
-    {file = "polars-1.28.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f37a14458a7336351ae32f199a566e784bd0b25895d0f83c6c02bd0f0c25c57d"},
-    {file = "polars-1.28.1-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:c0d209295627fbca45ebb2fa3279df291b1360685ce3f12e24f8327a79b3d384"},
-    {file = "polars-1.28.1-cp39-abi3-win_amd64.whl", hash = "sha256:b1a17108e0ed3844a2e55da3a674414523aaab29299a2956cb691cdfc0db6246"},
-    {file = "polars-1.28.1-cp39-abi3-win_arm64.whl", hash = "sha256:35ca8ab1937e5c72496789968a53e138796e1f5156c832d52f846ef7332149d7"},
-    {file = "polars-1.28.1.tar.gz", hash = "sha256:cdc0a62a1452e2daf1777e36fcf9351424cba2a588827cc32550fe0fa79dec82"},
+    {file = "polars-1.29.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:d053ee3217df31468caf2f5ddb9fd0f3a94fd42afdf7d9abe23d9d424adca02b"},
+    {file = "polars-1.29.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:14131078e365eae5ccda3e67383cd43c0c0598d7f760bdf1cb4082566c5494ce"},
+    {file = "polars-1.29.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:54f6902da333f99208b8d27765d580ba0299b412787c0564275912122c228e40"},
+    {file = "polars-1.29.0-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:7a0ac6a11088279af4d715f4b58068835f551fa5368504a53401743006115e78"},
+    {file = "polars-1.29.0-cp39-abi3-win_amd64.whl", hash = "sha256:f5aac4656e58b1e12f9481950981ef68b5b0e53dd4903bd72472efd2d09a74c8"},
+    {file = "polars-1.29.0-cp39-abi3-win_arm64.whl", hash = "sha256:0c105b07b980b77fe88c3200b015bf4695e53185385f0f244c13e2d1027c7bbf"},
+    {file = "polars-1.29.0.tar.gz", hash = "sha256:d2acb71fce1ff0ea76db5f648abd91a7a6c460fafabce9a2e8175184efa00d02"},
 ]
 
 [package.extras]

From 66d62fefddd4fcbc25acc8505dc4240f8f1ee29e Mon Sep 17 00:00:00 2001
From: frankliee <frankzfli@tencent.com>
Date: Tue, 6 May 2025 23:01:39 +0800
Subject: [PATCH 152/357] Hive: Add DO_NOT_UPDATE_STATS in alter_table (#1966)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

Let the hive metastore does not compute hive stats which is not used by
iceberg.
Details see the java version
(https://github.com/apache/iceberg/pull/4407)

# Are these changes tested?

Existing tests

# Are there any user-facing changes?

No

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/catalog/hive.py  | 17 +++++++++++++++--
 tests/catalog/test_hive.py | 25 +++++++++++++++++++------
 2 files changed, 34 insertions(+), 8 deletions(-)

diff --git a/pyiceberg/catalog/hive.py b/pyiceberg/catalog/hive.py
index 75a63e0ae7..5a9387577b 100644
--- a/pyiceberg/catalog/hive.py
+++ b/pyiceberg/catalog/hive.py
@@ -36,6 +36,7 @@
 from hive_metastore.ttypes import (
     AlreadyExistsException,
     CheckLockRequest,
+    EnvironmentContext,
     FieldSchema,
     InvalidOperationException,
     LockComponent,
@@ -135,6 +136,8 @@
 DEFAULT_LOCK_CHECK_MIN_WAIT_TIME = 0.1  # 100 milliseconds
 DEFAULT_LOCK_CHECK_MAX_WAIT_TIME = 60  # 1 min
 DEFAULT_LOCK_CHECK_RETRIES = 4
+DO_NOT_UPDATE_STATS = "DO_NOT_UPDATE_STATS"
+DO_NOT_UPDATE_STATS_DEFAULT = "true"
 
 logger = logging.getLogger(__name__)
 
@@ -539,7 +542,12 @@ def commit_table(
                         metadata_location=updated_staged_table.metadata_location,
                         previous_metadata_location=current_table.metadata_location,
                     )
-                    open_client.alter_table(dbname=database_name, tbl_name=table_name, new_tbl=hive_table)
+                    open_client.alter_table_with_environment_context(
+                        dbname=database_name,
+                        tbl_name=table_name,
+                        new_tbl=hive_table,
+                        environment_context=EnvironmentContext(properties={DO_NOT_UPDATE_STATS: DO_NOT_UPDATE_STATS_DEFAULT}),
+                    )
                 else:
                     # Table does not exist, create it.
                     hive_table = self._convert_iceberg_into_hive(
@@ -626,7 +634,12 @@ def rename_table(self, from_identifier: Union[str, Identifier], to_identifier: U
                 tbl = open_client.get_table(dbname=from_database_name, tbl_name=from_table_name)
                 tbl.dbName = to_database_name
                 tbl.tableName = to_table_name
-                open_client.alter_table(dbname=from_database_name, tbl_name=from_table_name, new_tbl=tbl)
+                open_client.alter_table_with_environment_context(
+                    dbname=from_database_name,
+                    tbl_name=from_table_name,
+                    new_tbl=tbl,
+                    environment_context=EnvironmentContext(properties={DO_NOT_UPDATE_STATS: DO_NOT_UPDATE_STATS_DEFAULT}),
+                )
         except NoSuchObjectException as e:
             raise NoSuchTableError(f"Table does not exist: {from_table_name}") from e
         except InvalidOperationException as e:
diff --git a/tests/catalog/test_hive.py b/tests/catalog/test_hive.py
index 99d1c67cb4..497ff99924 100644
--- a/tests/catalog/test_hive.py
+++ b/tests/catalog/test_hive.py
@@ -29,6 +29,7 @@
 import thrift.transport.TSocket
 from hive_metastore.ttypes import (
     AlreadyExistsException,
+    EnvironmentContext,
     FieldSchema,
     InvalidOperationException,
     LockResponse,
@@ -44,6 +45,8 @@
 
 from pyiceberg.catalog import PropertiesUpdateSummary
 from pyiceberg.catalog.hive import (
+    DO_NOT_UPDATE_STATS,
+    DO_NOT_UPDATE_STATS_DEFAULT,
     HIVE_KERBEROS_AUTH,
     LOCK_CHECK_MAX_WAIT_TIME,
     LOCK_CHECK_MIN_WAIT_TIME,
@@ -874,7 +877,7 @@ def test_rename_table(hive_table: HiveTable) -> None:
 
     catalog._client = MagicMock()
     catalog._client.__enter__().get_table.side_effect = [hive_table, renamed_table]
-    catalog._client.__enter__().alter_table.return_value = None
+    catalog._client.__enter__().alter_table_with_environment_context.return_value = None
 
     from_identifier = ("default", "new_tabl2e")
     to_identifier = ("default", "new_tabl3e")
@@ -884,7 +887,12 @@ def test_rename_table(hive_table: HiveTable) -> None:
 
     calls = [call(dbname="default", tbl_name="new_tabl2e"), call(dbname="default", tbl_name="new_tabl3e")]
     catalog._client.__enter__().get_table.assert_has_calls(calls)
-    catalog._client.__enter__().alter_table.assert_called_with(dbname="default", tbl_name="new_tabl2e", new_tbl=renamed_table)
+    catalog._client.__enter__().alter_table_with_environment_context.assert_called_with(
+        dbname="default",
+        tbl_name="new_tabl2e",
+        new_tbl=renamed_table,
+        environment_context=EnvironmentContext(properties={DO_NOT_UPDATE_STATS: DO_NOT_UPDATE_STATS_DEFAULT}),
+    )
 
 
 def test_rename_table_from_self_identifier(hive_table: HiveTable) -> None:
@@ -902,7 +910,7 @@ def test_rename_table_from_self_identifier(hive_table: HiveTable) -> None:
     renamed_table.tableName = "new_tabl3e"
 
     catalog._client.__enter__().get_table.side_effect = [hive_table, renamed_table]
-    catalog._client.__enter__().alter_table.return_value = None
+    catalog._client.__enter__().alter_table_with_environment_context.return_value = None
     to_identifier = ("default", "new_tabl3e")
     table = catalog.rename_table(from_table.name(), to_identifier)
 
@@ -910,14 +918,19 @@ def test_rename_table_from_self_identifier(hive_table: HiveTable) -> None:
 
     calls = [call(dbname="default", tbl_name="new_tabl2e"), call(dbname="default", tbl_name="new_tabl3e")]
     catalog._client.__enter__().get_table.assert_has_calls(calls)
-    catalog._client.__enter__().alter_table.assert_called_with(dbname="default", tbl_name="new_tabl2e", new_tbl=renamed_table)
+    catalog._client.__enter__().alter_table_with_environment_context.assert_called_with(
+        dbname="default",
+        tbl_name="new_tabl2e",
+        new_tbl=renamed_table,
+        environment_context=EnvironmentContext(properties={DO_NOT_UPDATE_STATS: DO_NOT_UPDATE_STATS_DEFAULT}),
+    )
 
 
 def test_rename_table_from_does_not_exists() -> None:
     catalog = HiveCatalog(HIVE_CATALOG_NAME, uri=HIVE_METASTORE_FAKE_URL)
 
     catalog._client = MagicMock()
-    catalog._client.__enter__().alter_table.side_effect = NoSuchObjectException(
+    catalog._client.__enter__().alter_table_with_environment_context.side_effect = NoSuchObjectException(
         message="hive.default.does_not_exists table not found"
     )
 
@@ -931,7 +944,7 @@ def test_rename_table_to_namespace_does_not_exists() -> None:
     catalog = HiveCatalog(HIVE_CATALOG_NAME, uri=HIVE_METASTORE_FAKE_URL)
 
     catalog._client = MagicMock()
-    catalog._client.__enter__().alter_table.side_effect = InvalidOperationException(
+    catalog._client.__enter__().alter_table_with_environment_context.side_effect = InvalidOperationException(
         message="Unable to change partition or table. Database default does not exist Check metastore logs for detailed stack.does_not_exists"
     )
 

From 1e0840cd247a51c49dba2ae57e39e7a3aabdef5e Mon Sep 17 00:00:00 2001
From: Peter Nguyen <petern0408@gmail.com>
Date: Tue, 6 May 2025 11:07:26 -0700
Subject: [PATCH 153/357] Merge python-integration.yml into python-ci.yml
 (#1963)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->
Closes #1942

# Rationale for this change
This condenses similar CI logic into one place

# Are these changes tested?

# Are there any user-facing changes?
No

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 .github/workflows/python-ci.yml          | 20 +++++++-
 .github/workflows/python-integration.yml | 61 ------------------------
 2 files changed, 19 insertions(+), 62 deletions(-)
 delete mode 100644 .github/workflows/python-integration.yml

diff --git a/.github/workflows/python-ci.yml b/.github/workflows/python-ci.yml
index 8b4f16dd0f..0e0b0c0f62 100644
--- a/.github/workflows/python-ci.yml
+++ b/.github/workflows/python-ci.yml
@@ -65,4 +65,22 @@ jobs:
     - name: Linters
       run: make lint
     - name: Tests
-      run: make test-coverage
+      run: make test-coverage-unit
+
+  integration-test:
+    runs-on: ubuntu-22.04
+    strategy:
+      matrix:
+        python: ['3.9', '3.10', '3.11', '3.12']
+
+    steps:
+    - uses: actions/checkout@v4
+    - name: Install system dependencies
+      run: sudo apt-get update && sudo apt-get install -y libkrb5-dev # for kerberos
+    - name: Install
+      run: make install
+    - name: Run integration tests
+      run: make test-coverage-integration
+    - name: Show debug logs
+      if: ${{ failure() }}
+      run: docker compose -f dev/docker-compose.yml logs
diff --git a/.github/workflows/python-integration.yml b/.github/workflows/python-integration.yml
deleted file mode 100644
index 9b4efc4111..0000000000
--- a/.github/workflows/python-integration.yml
+++ /dev/null
@@ -1,61 +0,0 @@
-#
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements.  See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership.  The ASF licenses this file
-# to you under the Apache License, Version 2.0 (the
-# "License"); you may not use this file except in compliance
-# with the License.  You may obtain a copy of the License at
-#
-#   http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing,
-# software distributed under the License is distributed on an
-# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied.  See the License for the
-# specific language governing permissions and limitations
-# under the License.
-#
-
-name: "Python Integration"
-
-on:
-  push:
-    branches:
-    - 'main'
-  pull_request:
-    paths:
-    - '**'                                       # Include all files and directories in the repository by default.
-    - '!.github/workflows/**'                    # Exclude all workflow files
-    - '.github/workflows/python-integration.yml' # except the current file.
-    - '!.github/ISSUE_TEMPLATE/**'               # Exclude files and directories that don't impact tests or code like templates, metadata, and documentation.
-    - '!.gitignore'
-    - '!.asf.yml'
-    - '!mkdocs/**'
-    - '!.gitattributes'
-    - '!README.md'
-    - '!CONTRIBUTING.md'
-    - '!LICENSE'
-    - '!NOTICE'
-
-concurrency:
-  group: ${{ github.workflow }}-${{ github.ref }}
-  cancel-in-progress: ${{ github.event_name == 'pull_request' }}
-
-jobs:
-  integration-test:
-    runs-on: ubuntu-22.04
-
-    steps:
-    - uses: actions/checkout@v4
-      with:
-        fetch-depth: 2
-    - name: Install system dependencies
-      run: sudo apt-get update && sudo apt-get install -y libkrb5-dev # for kerberos
-    - name: Install
-      run: make install
-    - name: Run integration tests
-      run: make test-integration
-    - name: Show debug logs
-      if: ${{ failure() }}
-      run: docker compose -f dev/docker-compose.yml logs

From 3bb47ef3f33f6725014293eb29a8b02d376dbe3c Mon Sep 17 00:00:00 2001
From: smaheshwar-pltr <maheshwarsreesh@gmail.com>
Date: Wed, 7 May 2025 07:05:11 +0100
Subject: [PATCH 154/357] Remove `row-lineage` field in V3 metadata (#1975)

---
 pyiceberg/table/metadata.py | 7 -------
 1 file changed, 7 deletions(-)

diff --git a/pyiceberg/table/metadata.py b/pyiceberg/table/metadata.py
index abe3d8ef32..f248700c02 100644
--- a/pyiceberg/table/metadata.py
+++ b/pyiceberg/table/metadata.py
@@ -549,13 +549,6 @@ def construct_refs(cls, table_metadata: TableMetadata) -> TableMetadata:
     """The table’s highest assigned sequence number, a monotonically
     increasing long that tracks the order of snapshots in a table."""
 
-    row_lineage: bool = Field(alias="row-lineage", default=False)
-    """Indicates that row-lineage is enabled on the table
-
-    For more information:
-    https://iceberg.apache.org/spec/?column-projection#row-lineage
-    """
-
     next_row_id: Optional[int] = Field(alias="next-row-id", default=None)
     """A long higher than all assigned row IDs; the next snapshot's `first-row-id`."""
 

From 2eb1c2a010011ca51b5ae9cceb3716f1475b1c7f Mon Sep 17 00:00:00 2001
From: Alessandro Nori <alessandro.nori@datadoghq.com>
Date: Wed, 7 May 2025 17:38:09 +0200
Subject: [PATCH 155/357] fix: raise precise exception in rest_catalog
 list_namespaces (#1977)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

`list_namespaces` should raise a `NoSuchNamespaceException` instead of a
generic `RestException` in case of a 404 response.


https://github.com/apache/iceberg/blob/main/open-api/rest-catalog-open-api.yaml#L279-L287

Also this is in line with the Java implementation of
[NamespaceErrorHandler](https://github.com/apache/iceberg/blob/9fb80b7167e58a2daef80f4a1a09f223b870c030/core/src/main/java/org/apache/iceberg/rest/ErrorHandlers.java#L182)
used by
`[listNamespaces()](https://github.com/apache/iceberg/blob/9fb80b7167e58a2daef80f4a1a09f223b870c030/core/src/main/java/org/apache/iceberg/rest/RESTSessionCatalog.java#L584)`

# Are these changes tested?

I added a unit test for it

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/catalog/rest/__init__.py |  2 +-
 tests/catalog/test_rest.py         | 18 ++++++++++++++++++
 2 files changed, 19 insertions(+), 1 deletion(-)

diff --git a/pyiceberg/catalog/rest/__init__.py b/pyiceberg/catalog/rest/__init__.py
index 1d2d2f04b9..02d9bc6ce0 100644
--- a/pyiceberg/catalog/rest/__init__.py
+++ b/pyiceberg/catalog/rest/__init__.py
@@ -824,7 +824,7 @@ def list_namespaces(self, namespace: Union[str, Identifier] = ()) -> List[Identi
         try:
             response.raise_for_status()
         except HTTPError as exc:
-            self._handle_non_200_response(exc, {})
+            self._handle_non_200_response(exc, {404: NoSuchNamespaceError})
 
         return ListNamespaceResponse.model_validate_json(response.text).namespaces
 
diff --git a/tests/catalog/test_rest.py b/tests/catalog/test_rest.py
index f2fc6ceb6b..b9c88d2fc4 100644
--- a/tests/catalog/test_rest.py
+++ b/tests/catalog/test_rest.py
@@ -555,6 +555,24 @@ def test_list_namespace_with_parent_200(rest_mock: Mocker) -> None:
     ]
 
 
+def test_list_namespace_with_parent_404(rest_mock: Mocker) -> None:
+    rest_mock.get(
+        f"{TEST_URI}v1/namespaces?parent=some_namespace",
+        json={
+            "error": {
+                "message": "Namespace provided in the `parent` query parameter is not found",
+                "type": "NoSuchNamespaceException",
+                "code": 404,
+            }
+        },
+        status_code=404,
+        request_headers=TEST_HEADERS,
+    )
+
+    with pytest.raises(NoSuchNamespaceError):
+        RestCatalog("rest", uri=TEST_URI, token=TEST_TOKEN).list_namespaces(("some_namespace",))
+
+
 @pytest.mark.filterwarnings(
     "ignore:Deprecated in 0.8.0, will be removed in 1.0.0. Iceberg REST client is missing the OAuth2 server URI:DeprecationWarning"
 )

From 8b4304af71db21cc26c663cfac16bc4abf4c51d9 Mon Sep 17 00:00:00 2001
From: Peter Nguyen <petern0408@gmail.com>
Date: Fri, 9 May 2025 13:44:29 -0700
Subject: [PATCH 156/357] [Docs] Improve contributing docs (#1965)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->
Closes #1964

# Rationale for this change
Following all steps in the contributing docs leads to error. Running
`make install-poetry` should be done before the environment is
activated.

# Are these changes tested?
Yes

# Are there any user-facing changes?
No
<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 mkdocs/docs/contributing.md | 12 ++----------
 1 file changed, 2 insertions(+), 10 deletions(-)

diff --git a/mkdocs/docs/contributing.md b/mkdocs/docs/contributing.md
index abce5700fc..454da882c7 100644
--- a/mkdocs/docs/contributing.md
+++ b/mkdocs/docs/contributing.md
@@ -37,18 +37,10 @@ The PyIceberg Project is hosted on GitHub at <https://github.com/apache/iceberg-
 For the development, Poetry is used for packing and dependency management. You can install this using:
 
 ```bash
-pip install poetry
+make install-poetry
 ```
 
-Make sure you're using an up-to-date environment from venv
-
-```bash
-pip install --upgrade virtualenv pip
-python -m venv ./venv
-source ./venv/bin/activate
-```
-
-To get started, you can run `make install`, which installs Poetry and all the dependencies of the Iceberg library. This also installs the development dependencies. If you don't want to install the development dependencies, you need to install using `poetry install --no-dev`.
+To get started, you can run `make install`, which installs all the dependencies of the Iceberg library. This also installs the development dependencies. If you don't want to install the development dependencies, you need to install using `poetry install --without dev` instead of `make install`.
 
 If you want to install the library on the host, you can simply run `pip3 install -e .`. If you wish to use a virtual environment, you can run `poetry shell`. Poetry will open up a virtual environment with all the dependencies set.
 

From e2482a0734a662fa8bb2b4380dfe5c23cc65c183 Mon Sep 17 00:00:00 2001
From: frankliee <frankzfli@tencent.com>
Date: Sun, 11 May 2025 00:26:34 +0800
Subject: [PATCH 157/357] Build: Decouple setup and exec in integration tests
 for better flexibility (#1985)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

Decouple setup and exec in integration tests for better flexibility and
isolation.

For example, currently, `make test-integration` must be executed in a
physical server.
It is because `docker xxx` cannot be executed within a container (docker
in docker is out of scope of this PR).
Sometimes, it is useful for local debugging, as poetry cannot provide
system level isolation, includes environment variables and shared libs.

This PR allows us to run `make test-integration-exec` within a container
environment, after we have run `make test-integration-setup` on this
server.

# Are these changes tested?
Existing tests.

# Are there any user-facing changes?

No.
---
 Makefile | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 62c0425013..cd6056b027 100644
--- a/Makefile
+++ b/Makefile
@@ -52,13 +52,17 @@ test-s3: # Run tests marked with s3, can add arguments with PYTEST_ARGS="-vv"
 	sh ./dev/run-minio.sh
 	poetry run pytest tests/ -m s3 ${PYTEST_ARGS}
 
-test-integration: ## Run all integration tests, can add arguments with PYTEST_ARGS="-vv"
+test-integration: | test-integration-setup test-integration-exec ## Run all integration tests, can add arguments with PYTEST_ARGS="-vv"
+
+test-integration-setup: # Prepare the environment for integration
 	docker compose -f dev/docker-compose-integration.yml kill
 	docker compose -f dev/docker-compose-integration.yml rm -f
 	docker compose -f dev/docker-compose-integration.yml up -d
 	sleep 10
 	docker compose -f dev/docker-compose-integration.yml cp ./dev/provision.py spark-iceberg:/opt/spark/provision.py
 	docker compose -f dev/docker-compose-integration.yml exec -T spark-iceberg ipython ./provision.py
+
+test-integration-exec:  # Execute integration tests, can add arguments with PYTEST_ARGS="-vv"
 	poetry run pytest tests/ -v -m integration ${PYTEST_ARGS}
 
 test-integration-rebuild:

From 72465aea3ce75e4d7d59e80b5890307bc17ffa2e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 10 May 2025 22:27:43 -0400
Subject: [PATCH 158/357] Build: Bump pyarrow from 19.0.1 to 20.0.0 (#1957)

Bumps [pyarrow](https://github.com/apache/arrow) from 19.0.1 to 20.0.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/apache/arrow/releases">pyarrow's
releases</a>.</em></p>
<blockquote>
<h2>Apache Arrow 20.0.0</h2>
<p>Release Notes URL: <a
href="https://arrow.apache.org/release/20.0.0.html">https://arrow.apache.org/release/20.0.0.html</a></p>
<h2>Apache Arrow 20.0.0 RC2</h2>
<p>Release Notes: Release Candidate: 20.0.0 RC2</p>
<h2>Apache Arrow 20.0.0 RC1</h2>
<p>Release Notes: Release Candidate: 20.0.0 RC1</p>
<h2>Apache Arrow 20.0.0 RC0</h2>
<p>Release Notes: Release Candidate: 20.0.0 RC0</p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/apache/arrow/commit/3ad0370a04ccdae638755b94c3c31c8760a11193"><code>3ad0370</code></a>
MINOR: [Release] Update versions for 20.0.0</li>
<li><a
href="https://github.com/apache/arrow/commit/e4aed0d61b05ef055379b11e0899161422d7be39"><code>e4aed0d</code></a>
MINOR: [Release] Update .deb/.rpm changelogs for 20.0.0</li>
<li><a
href="https://github.com/apache/arrow/commit/02f9dfbd25c4e2d827f89b05976fcdb46209fe75"><code>02f9dfb</code></a>
MINOR: [Release] Update CHANGELOG.md for 20.0.0</li>
<li><a
href="https://github.com/apache/arrow/commit/92c3e39f3901f0343c1e6c48c25b96aafaea101c"><code>92c3e39</code></a>
<a
href="https://redirect.github.com/apache/arrow/issues/46077">GH-46077</a>:
[CI][C++] Disable -Werror on macos-13 (<a
href="https://redirect.github.com/apache/arrow/issues/46106">#46106</a>)</li>
<li><a
href="https://github.com/apache/arrow/commit/2f82cd86b43cca0554b849fb095109fbaa18ec3e"><code>2f82cd8</code></a>
<a
href="https://redirect.github.com/apache/arrow/issues/46123">GH-46123</a>:
[C++] Undefined behavior in <code>compare_internal.cc</code> and
`light_array_...</li>
<li><a
href="https://github.com/apache/arrow/commit/af15118dd065facc6e9bbeb58af13c382351600e"><code>af15118</code></a>
<a
href="https://redirect.github.com/apache/arrow/issues/46159">GH-46159</a>:
[CI][C++] Stop using possibly missing boost/process/v2.hpp on
boost...</li>
<li><a
href="https://github.com/apache/arrow/commit/7a6eefe3ec64ea8da4563488dc300ec432252d4b"><code>7a6eefe</code></a>
<a
href="https://redirect.github.com/apache/arrow/issues/46169">GH-46169</a>:
[CI][R] Update R version to 4.5 due to 4.4 not being on APT
reposit...</li>
<li><a
href="https://github.com/apache/arrow/commit/5c1eb910e2654195d4719469ee7be4ab864e2cf3"><code>5c1eb91</code></a>
<a
href="https://redirect.github.com/apache/arrow/issues/46167">GH-46167</a>:
[R][CI] Update Artifacts for R 4.5 in task.yml (<a
href="https://redirect.github.com/apache/arrow/issues/46168">#46168</a>)</li>
<li><a
href="https://github.com/apache/arrow/commit/0f41ecc3f7ef551614fb43277b97814e22683fdb"><code>0f41ecc</code></a>
<a
href="https://redirect.github.com/apache/arrow/issues/45986">GH-45986</a>:
[C++] Update bundled GoogleTest (<a
href="https://redirect.github.com/apache/arrow/issues/45996">#45996</a>)</li>
<li><a
href="https://github.com/apache/arrow/commit/1e2aa39012961e85a719857f0089fa04ab9119b3"><code>1e2aa39</code></a>
<a
href="https://redirect.github.com/apache/arrow/issues/46075">GH-46075</a>:
[Release][CI] Fix binary verification (<a
href="https://redirect.github.com/apache/arrow/issues/46076">#46076</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/apache/arrow/compare/apache-arrow-19.0.1...apache-arrow-20.0.0">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=pyarrow&package-manager=pip&previous-version=19.0.1&new-version=20.0.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
alter it yourself. You can also trigger a rebase manually by commenting
`@dependabot rebase`.

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<details>
<summary>Dependabot commands and options</summary>
<br />

You can trigger Dependabot actions by commenting on this PR:
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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Fokko <fokko@apache.org>
---
 poetry.lock                                   | 101 ++++++++++--------
 pyproject.toml                                |   2 +-
 .../test_writes/test_partitioned_writes.py    |   8 +-
 tests/integration/test_writes/test_writes.py  |  10 +-
 4 files changed, 67 insertions(+), 54 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 5886a7821d..a6eddfc7cb 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3834,54 +3834,67 @@ files = [
 
 [[package]]
 name = "pyarrow"
-version = "19.0.1"
+version = "20.0.0"
 description = "Python library for Apache Arrow"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
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+    {file = "pyarrow-20.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:9965a050048ab02409fb7cbbefeedba04d3d67f2cc899eff505cc084345959ca"},
+    {file = "pyarrow-20.0.0.tar.gz", hash = "sha256:febc4a913592573c8d5805091a6c2b5064c8bd6e002131f01061797d91c783c1"},
 ]
 markers = {main = "extra == \"daft\" or extra == \"duckdb\" or extra == \"pandas\" or extra == \"pyarrow\" or extra == \"ray\""}
 
@@ -5949,4 +5962,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "db80162ff8c6cfb03dad512d45c39ee656bcde7ca90fc3ac1235ff7adf37cee1"
+content-hash = "ac688ee5169fa2b7b3d361178414a6fbfa1f5e4ab757e561222ffb2d40f429ef"
diff --git a/pyproject.toml b/pyproject.toml
index 86baf22011..cc92c34356 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -62,7 +62,7 @@ pyparsing = ">=3.1.0,<4.0.0"
 zstandard = ">=0.13.0,<1.0.0"
 tenacity = ">=8.2.3,<10.0.0"
 pyroaring = ">=1.0.0,<2.0.0"
-pyarrow = { version = ">=17.0.0,<20.0.0", optional = true }
+pyarrow = { version = ">=17.0.0,<21.0.0", optional = true }
 pandas = { version = ">=1.0.0,<3.0.0", optional = true }
 duckdb = { version = ">=0.5.0,<2.0.0", optional = true }
 ray = [
diff --git a/tests/integration/test_writes/test_partitioned_writes.py b/tests/integration/test_writes/test_partitioned_writes.py
index a299036e6b..ca7e48a5d7 100644
--- a/tests/integration/test_writes/test_partitioned_writes.py
+++ b/tests/integration/test_writes/test_partitioned_writes.py
@@ -547,14 +547,14 @@ def test_summaries_with_null(spark: SparkSession, session_catalog: Catalog, arro
         "total-records": "6",
     }
     assert summaries[5] == {
-        "removed-files-size": "15774",
+        "removed-files-size": "16174",
         "changed-partition-count": "2",
         "total-equality-deletes": "0",
         "deleted-data-files": "4",
         "total-position-deletes": "0",
         "total-delete-files": "0",
         "deleted-records": "4",
-        "total-files-size": "8684",
+        "total-files-size": "8884",
         "total-data-files": "2",
         "total-records": "2",
     }
@@ -564,9 +564,9 @@ def test_summaries_with_null(spark: SparkSession, session_catalog: Catalog, arro
         "total-equality-deletes": "0",
         "added-records": "2",
         "total-position-deletes": "0",
-        "added-files-size": "7887",
+        "added-files-size": "8087",
         "total-delete-files": "0",
-        "total-files-size": "16571",
+        "total-files-size": "16971",
         "total-data-files": "4",
         "total-records": "4",
     }
diff --git a/tests/integration/test_writes/test_writes.py b/tests/integration/test_writes/test_writes.py
index 46d54f0491..9243dd5c98 100644
--- a/tests/integration/test_writes/test_writes.py
+++ b/tests/integration/test_writes/test_writes.py
@@ -306,13 +306,13 @@ def test_summaries_partial_overwrite(spark: SparkSession, session_catalog: Catal
     # APPEND
     assert summaries[0] == {
         "added-data-files": "3",
-        "added-files-size": "2570",
+        "added-files-size": "2618",
         "added-records": "5",
         "changed-partition-count": "3",
         "total-data-files": "3",
         "total-delete-files": "0",
         "total-equality-deletes": "0",
-        "total-files-size": "2570",
+        "total-files-size": "2618",
         "total-position-deletes": "0",
         "total-records": "5",
     }
@@ -341,16 +341,16 @@ def test_summaries_partial_overwrite(spark: SparkSession, session_catalog: Catal
     assert len(files) == 3
     assert summaries[1] == {
         "added-data-files": "1",
-        "added-files-size": "859",
+        "added-files-size": "875",
         "added-records": "2",
         "changed-partition-count": "1",
         "deleted-data-files": "1",
         "deleted-records": "3",
-        "removed-files-size": "866",
+        "removed-files-size": "882",
         "total-data-files": "3",
         "total-delete-files": "0",
         "total-equality-deletes": "0",
-        "total-files-size": "2563",
+        "total-files-size": "2611",
         "total-position-deletes": "0",
         "total-records": "4",
     }

From b593626eabe4060fdd20a6c165219d47dbd6111b Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Sun, 11 May 2025 17:14:10 +0200
Subject: [PATCH 159/357] Write small decimals as INTs (#1983)

# Rationale for this change

Resolves https://github.com/apache/iceberg-python/issues/1979

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/io/pyarrow.py                      | 10 ++++++-
 tests/integration/test_writes/test_writes.py | 31 ++++++++++++++++++++
 2 files changed, 40 insertions(+), 1 deletion(-)

diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index 522af0f344..1aaab32dbe 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -636,6 +636,12 @@ def visit_fixed(self, fixed_type: FixedType) -> pa.DataType:
         return pa.binary(len(fixed_type))
 
     def visit_decimal(self, decimal_type: DecimalType) -> pa.DataType:
+        # It looks like decimal{32,64} is not fully implemented:
+        # https://github.com/apache/arrow/issues/25483
+        # https://github.com/apache/arrow/issues/43956
+        # However, if we keep it as 128 in memory, and based on the
+        # precision/scale Arrow will map it to INT{32,64}
+        # https://github.com/apache/arrow/blob/598938711a8376cbfdceaf5c77ab0fd5057e6c02/cpp/src/parquet/arrow/schema.cc#L380-L392
         return pa.decimal128(decimal_type.precision, decimal_type.scale)
 
     def visit_boolean(self, _: BooleanType) -> pa.DataType:
@@ -2442,7 +2448,9 @@ def write_parquet(task: WriteTask) -> DataFile:
         )
         fo = io.new_output(file_path)
         with fo.create(overwrite=True) as fos:
-            with pq.ParquetWriter(fos, schema=arrow_table.schema, **parquet_writer_kwargs) as writer:
+            with pq.ParquetWriter(
+                fos, schema=arrow_table.schema, store_decimal_as_integer=True, **parquet_writer_kwargs
+            ) as writer:
                 writer.write(arrow_table, row_group_size=row_group_size)
         statistics = data_file_statistics_from_parquet_metadata(
             parquet_metadata=writer.writer.metadata,
diff --git a/tests/integration/test_writes/test_writes.py b/tests/integration/test_writes/test_writes.py
index 9243dd5c98..150d2b750c 100644
--- a/tests/integration/test_writes/test_writes.py
+++ b/tests/integration/test_writes/test_writes.py
@@ -20,6 +20,7 @@
 import random
 import time
 from datetime import date, datetime, timedelta
+from decimal import Decimal
 from pathlib import Path
 from typing import Any, Dict
 from urllib.parse import urlparse
@@ -50,6 +51,7 @@
 from pyiceberg.transforms import DayTransform, HourTransform, IdentityTransform
 from pyiceberg.types import (
     DateType,
+    DecimalType,
     DoubleType,
     IntegerType,
     ListType,
@@ -1810,3 +1812,32 @@ def test_evolve_and_write(
         )
 
     assert session_catalog.load_table(identifier).scan().to_arrow().column(0).combine_chunks() == numbers
+
+
+@pytest.mark.integration
+def test_read_write_decimals(session_catalog: Catalog) -> None:
+    """Roundtrip decimal types to make sure that we correctly write them as ints"""
+    identifier = "default.test_read_write_decimals"
+
+    arrow_table = pa.Table.from_pydict(
+        {
+            "decimal8": pa.array([Decimal("123.45"), Decimal("678.91")], pa.decimal128(8, 2)),
+            "decimal16": pa.array([Decimal("12345679.123456"), Decimal("67891234.678912")], pa.decimal128(16, 6)),
+            "decimal19": pa.array([Decimal("1234567890123.123456"), Decimal("9876543210703.654321")], pa.decimal128(19, 6)),
+        },
+    )
+
+    tbl = _create_table(
+        session_catalog,
+        identifier,
+        properties={"format-version": 2},
+        schema=Schema(
+            NestedField(1, "decimal8", DecimalType(8, 2)),
+            NestedField(2, "decimal16", DecimalType(16, 6)),
+            NestedField(3, "decimal19", DecimalType(19, 6)),
+        ),
+    )
+
+    tbl.append(arrow_table)
+
+    assert tbl.scan().to_arrow() == arrow_table

From 38763a8604d5f41b00d1dcaa9e5fb98ff430f596 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 13 May 2025 02:33:35 +0200
Subject: [PATCH 160/357] Build: Bump mkdocs-material from 9.6.12 to 9.6.13
 (#1993)

---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index a6eddfc7cb..0fdf616385 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2577,14 +2577,14 @@ mkdocs = ">=1.4.1"
 
 [[package]]
 name = "mkdocs-material"
-version = "9.6.12"
+version = "9.6.13"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
 groups = ["docs"]
 files = [
-    {file = "mkdocs_material-9.6.12-py3-none-any.whl", hash = "sha256:92b4fbdc329e4febc267ca6e2c51e8501fa97b2225c5f4deb4d4e43550f8e61e"},
-    {file = "mkdocs_material-9.6.12.tar.gz", hash = "sha256:add6a6337b29f9ea7912cb1efc661de2c369060b040eb5119855d794ea85b473"},
+    {file = "mkdocs_material-9.6.13-py3-none-any.whl", hash = "sha256:3730730314e065f422cc04eacbc8c6084530de90f4654a1482472283a38e30d3"},
+    {file = "mkdocs_material-9.6.13.tar.gz", hash = "sha256:7bde7ebf33cfd687c1c86c08ed8f6470d9a5ba737bd89e7b3e5d9f94f8c72c16"},
 ]
 
 [package.dependencies]
@@ -5962,4 +5962,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "ac688ee5169fa2b7b3d361178414a6fbfa1f5e4ab757e561222ffb2d40f429ef"
+content-hash = "f3d2267ce4f380399dc767a6483a1f198127856883e394d8befbd8a871bbeab9"
diff --git a/pyproject.toml b/pyproject.toml
index cc92c34356..3116214f71 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -112,7 +112,7 @@ mkdocstrings-python = "1.16.10"
 mkdocs-literate-nav = "0.6.2"
 mkdocs-autorefs = "1.4.1"
 mkdocs-gen-files = "0.5.0"
-mkdocs-material = "9.6.12"
+mkdocs-material = "9.6.13"
 mkdocs-material-extensions = "1.3.1"
 mkdocs-section-index = "0.3.10"
 

From a4ae4bc2169dee778e3802fc3082a8a0a12f86f0 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 13 May 2025 02:34:02 +0200
Subject: [PATCH 161/357] Build: Bump getdaft from 0.4.13 to 0.4.14 (#1991)

---
 poetry.lock | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 0fdf616385..86d3603c52 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1605,19 +1605,19 @@ gcsfuse = ["fusepy"]
 
 [[package]]
 name = "getdaft"
-version = "0.4.13"
+version = "0.4.14"
 description = "Distributed Dataframes for Multimodal Data"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"daft\""
 files = [
-    {file = "getdaft-0.4.13-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:060c6736213bb231d14575d233c9c7c123592269c11e86e11ef229191ccabbf9"},
-    {file = "getdaft-0.4.13-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:b9e40d37e13592ec8bf9b28c2a44de2c4902529035ee5b4acf02634d9718cb24"},
-    {file = "getdaft-0.4.13-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:bca5a02a743d775481ec0836be3c252c0e9c43f94b023e00573292e7bffc1840"},
-    {file = "getdaft-0.4.13-cp39-abi3-manylinux_2_24_x86_64.whl", hash = "sha256:bd8ddab4b153a9c0cbb5f6527f474e5e19040ed88d27822c8c729bc12f6b2808"},
-    {file = "getdaft-0.4.13-cp39-abi3-win_amd64.whl", hash = "sha256:9ffaea41f4da01964bbdbc8fb8d4a126b6c19f36a29898b4c9c474930e3d60c5"},
-    {file = "getdaft-0.4.13.tar.gz", hash = "sha256:d70c3518bccc090ea34455499c63ba4e377ab0afffa47bc75658940cb433cb28"},
+    {file = "getdaft-0.4.14-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:0db2b53d6d7a22349a82c44baea1a64e431207f5df1a1c72e1b50d6036a7221c"},
+    {file = "getdaft-0.4.14-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:f1063e4ca2a4aa956eeedd0fae06e129cb6047249a0f903beeb16b94a7ef46ed"},
+    {file = "getdaft-0.4.14-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:9570b409adcb7a866d24ae785d73c2b60cc6febf880d7b2e789a22c6bbe9372c"},
+    {file = "getdaft-0.4.14-cp39-abi3-manylinux_2_24_x86_64.whl", hash = "sha256:9c2f8d53b4c89fb793eb9f1f170b3d7d579651e0e7991ee60a65e728c182001c"},
+    {file = "getdaft-0.4.14-cp39-abi3-win_amd64.whl", hash = "sha256:cfbd0e758d76bb76a4960295817c805fbfba96de27a5cc621cd0df143051e495"},
+    {file = "getdaft-0.4.14.tar.gz", hash = "sha256:4309fc33b0ac4fd1b02cdd718a583c51a46ef1c79ecacf4ae4fa18e9d3c0b211"},
 ]
 
 [package.dependencies]

From 8d1e73a2340912f969b573e55ebbb923262f2732 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 13 May 2025 02:34:20 +0200
Subject: [PATCH 162/357] Build: Bump mypy-boto3-glue from 1.38.0 to 1.38.12
 (#1990)

---
 poetry.lock | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 86d3603c52..da54575729 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3076,15 +3076,15 @@ typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "mypy-boto3-glue"
-version = "1.38.0"
-description = "Type annotations for boto3 Glue 1.38.0 service generated with mypy-boto3-builder 8.10.1"
+version = "1.38.12"
+description = "Type annotations for boto3 Glue 1.38.12 service generated with mypy-boto3-builder 8.11.0"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"glue\""
 files = [
-    {file = "mypy_boto3_glue-1.38.0-py3-none-any.whl", hash = "sha256:a13e967ac8cc235b26d94dbc24b8dcc4a34eb5d472fda4a3db07122f8e570a57"},
-    {file = "mypy_boto3_glue-1.38.0.tar.gz", hash = "sha256:27a79279586168d9ad4aac6f43bc3717911f5691ac9622a7ef7010486a37eb59"},
+    {file = "mypy_boto3_glue-1.38.12-py3-none-any.whl", hash = "sha256:2fd93c0c941f5a603e6fba7c60d277053bf68a72df8e6e6532addef61267f892"},
+    {file = "mypy_boto3_glue-1.38.12.tar.gz", hash = "sha256:d0c709de2f23b6a9277ec03bb0df4fefe20e32a6c748531049c17d8349bc5a09"},
 ]
 
 [package.dependencies]

From 87334f2993b864cd9cda7ccaeed06fd1b0d44fd6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 13 May 2025 02:35:04 +0200
Subject: [PATCH 163/357] Build: Bump pyroaring from 1.0.0 to 1.0.1 (#1992)

---
 poetry.lock | 140 +++++++++++++++++++++++++++++++---------------------
 1 file changed, 85 insertions(+), 55 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index da54575729..849485ffbb 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -4179,66 +4179,96 @@ files = [
 
 [[package]]
 name = "pyroaring"
-version = "1.0.0"
+version = "1.0.1"
 description = "Library for handling efficiently sorted integer sets."
 optional = false
 python-versions = "*"
 groups = ["main"]
 files = [
-    {file = "pyroaring-1.0.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:dd2fd1e929f89c7b461df73633ac165903fe8913fe04ca6638630778768d6394"},
-    {file = "pyroaring-1.0.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:fcb7c926ba61a93863ea56344ceb66cc6902e897eb73b6c3622247cebead2275"},
-    {file = "pyroaring-1.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:873060e4762bca058b6859ab08b605b32df9d7355f0bb558b799e0e365436bf6"},
-    {file = "pyroaring-1.0.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:94f2a7dbd105c2d626c892d3ab08c8376ed840c6d221dc4e428c2c326737a6bf"},
-    {file = "pyroaring-1.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:64d517138dc32ece704b4d0a8400c34ff57d627d7b62d303284c26d16be8c70f"},
-    {file = "pyroaring-1.0.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:1d74c55283554805cad6baf3387fd91921f40527d3ef9dfecaadda77ede58868"},
-    {file = "pyroaring-1.0.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:24fcff0f7c16c157c7fc828d9e9c32f01b23b469014133f176d06d5666e1399f"},
-    {file = "pyroaring-1.0.0-cp310-cp310-win_amd64.whl", hash = "sha256:d1d4114ad52480efe65ae3421b22c377b3eb09307b856711ecb8b77ba9aaa524"},
-    {file = "pyroaring-1.0.0-cp310-cp310-win_arm64.whl", hash = "sha256:b39e1b3b8a7b48d3a2aa6ee47cdde39ff3bf872a57743a210f8bf27e8b0d868d"},
-    {file = "pyroaring-1.0.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:5809f32363f60451e4d80e3ef310490a8b86166021e13e0b71099a1aa8efd424"},
-    {file = "pyroaring-1.0.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:96c7d9f93d5b659a4851a1749a5dcda81bd1a10aee47fef7260dea8d0705ea18"},
-    {file = "pyroaring-1.0.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:09bd91e026916b371dfb97756864c50f2a1e99e3b165530dacba0207515b5c02"},
-    {file = "pyroaring-1.0.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:be828f53adcc8eb5f47a3707cd35dae469efd9a1b817f80cf0f642f82ad2da69"},
-    {file = "pyroaring-1.0.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:946267987413af0180d24677d906a9211df50353d83907fbfec84a8b89345247"},
-    {file = "pyroaring-1.0.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:924d8983d928ef82be2688aa9b6a4cec30fcdc1173428c9aa2d5c061c0ae2463"},
-    {file = "pyroaring-1.0.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:235bf34716af60b71892d8dece054bbb45ac7ded96b9a20ee7a3b0a697797ae4"},
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 ]
 
 [[package]]

From 1d17a71240ad505150184451a16c0c98756b7089 Mon Sep 17 00:00:00 2001
From: Soumya Ghosh <ghoshsoumya92@gmail.com>
Date: Tue, 13 May 2025 20:09:02 +0530
Subject: [PATCH 164/357] Add all filles metadata tables (#1626)

Implements below metadata table from -
https://github.com/apache/iceberg-python/issues/1053
- `all_files`
- `all_data_files`
- `all_delete_files`

Refactored code for files metadata for better reusability
---
 pyiceberg/table/inspect.py              | 167 ++++++----
 tests/integration/test_inspect_table.py | 409 ++++++++++++++++--------
 2 files changed, 391 insertions(+), 185 deletions(-)

diff --git a/pyiceberg/table/inspect.py b/pyiceberg/table/inspect.py
index 878ae71c81..cce5250ad5 100644
--- a/pyiceberg/table/inspect.py
+++ b/pyiceberg/table/inspect.py
@@ -20,7 +20,7 @@
 from typing import TYPE_CHECKING, Any, Dict, Iterator, List, Optional, Set, Tuple
 
 from pyiceberg.conversions import from_bytes
-from pyiceberg.manifest import DataFile, DataFileContent, ManifestContent, PartitionFieldSummary
+from pyiceberg.manifest import DataFile, DataFileContent, ManifestContent, ManifestFile, PartitionFieldSummary
 from pyiceberg.partitioning import PartitionSpec
 from pyiceberg.table.snapshots import Snapshot, ancestors_of
 from pyiceberg.types import PrimitiveType
@@ -523,7 +523,73 @@ def history(self) -> "pa.Table":
 
         return pa.Table.from_pylist(history, schema=history_schema)
 
-    def _files(self, snapshot_id: Optional[int] = None, data_file_filter: Optional[Set[DataFileContent]] = None) -> "pa.Table":
+    def _get_files_from_manifest(
+        self, manifest_list: ManifestFile, data_file_filter: Optional[Set[DataFileContent]] = None
+    ) -> "pa.Table":
+        import pyarrow as pa
+
+        files: list[dict[str, Any]] = []
+        schema = self.tbl.metadata.schema()
+        io = self.tbl.io
+
+        for manifest_entry in manifest_list.fetch_manifest_entry(io):
+            data_file = manifest_entry.data_file
+            if data_file_filter and data_file.content not in data_file_filter:
+                continue
+            column_sizes = data_file.column_sizes or {}
+            value_counts = data_file.value_counts or {}
+            null_value_counts = data_file.null_value_counts or {}
+            nan_value_counts = data_file.nan_value_counts or {}
+            lower_bounds = data_file.lower_bounds or {}
+            upper_bounds = data_file.upper_bounds or {}
+            readable_metrics = {
+                schema.find_column_name(field.field_id): {
+                    "column_size": column_sizes.get(field.field_id),
+                    "value_count": value_counts.get(field.field_id),
+                    "null_value_count": null_value_counts.get(field.field_id),
+                    "nan_value_count": nan_value_counts.get(field.field_id),
+                    "lower_bound": from_bytes(field.field_type, lower_bound)
+                    if (lower_bound := lower_bounds.get(field.field_id))
+                    else None,
+                    "upper_bound": from_bytes(field.field_type, upper_bound)
+                    if (upper_bound := upper_bounds.get(field.field_id))
+                    else None,
+                }
+                for field in self.tbl.metadata.schema().fields
+            }
+            partition = data_file.partition
+            partition_record_dict = {
+                field.name: partition[pos]
+                for pos, field in enumerate(self.tbl.metadata.specs()[manifest_list.partition_spec_id].fields)
+            }
+            files.append(
+                {
+                    "content": data_file.content,
+                    "file_path": data_file.file_path,
+                    "file_format": data_file.file_format,
+                    "spec_id": data_file.spec_id,
+                    "partition": partition_record_dict,
+                    "record_count": data_file.record_count,
+                    "file_size_in_bytes": data_file.file_size_in_bytes,
+                    "column_sizes": dict(data_file.column_sizes) if data_file.column_sizes is not None else None,
+                    "value_counts": dict(data_file.value_counts) if data_file.value_counts is not None else None,
+                    "null_value_counts": dict(data_file.null_value_counts) if data_file.null_value_counts is not None else None,
+                    "nan_value_counts": dict(data_file.nan_value_counts) if data_file.nan_value_counts is not None else None,
+                    "lower_bounds": dict(data_file.lower_bounds) if data_file.lower_bounds is not None else None,
+                    "upper_bounds": dict(data_file.upper_bounds) if data_file.upper_bounds is not None else None,
+                    "key_metadata": data_file.key_metadata,
+                    "split_offsets": data_file.split_offsets,
+                    "equality_ids": data_file.equality_ids,
+                    "sort_order_id": data_file.sort_order_id,
+                    "readable_metrics": readable_metrics,
+                }
+            )
+        return pa.Table.from_pylist(
+            files,
+            schema=self._get_files_schema(),
+        )
+
+    def _get_files_schema(self) -> "pa.Schema":
         import pyarrow as pa
 
         from pyiceberg.io.pyarrow import schema_to_pyarrow
@@ -544,6 +610,9 @@ def _readable_metrics_struct(bound_type: PrimitiveType) -> pa.StructType:
                 ]
             )
 
+        partition_record = self.tbl.metadata.specs_struct()
+        pa_record_struct = schema_to_pyarrow(partition_record)
+
         for field in self.tbl.metadata.schema().fields:
             readable_metrics_struct.append(
                 pa.field(schema.find_column_name(field.field_id), _readable_metrics_struct(field.field_type), nullable=False)
@@ -555,6 +624,7 @@ def _readable_metrics_struct(bound_type: PrimitiveType) -> pa.StructType:
                 pa.field("file_path", pa.string(), nullable=False),
                 pa.field("file_format", pa.dictionary(pa.int32(), pa.string()), nullable=False),
                 pa.field("spec_id", pa.int32(), nullable=False),
+                pa.field("partition", pa_record_struct, nullable=False),
                 pa.field("record_count", pa.int64(), nullable=False),
                 pa.field("file_size_in_bytes", pa.int64(), nullable=False),
                 pa.field("column_sizes", pa.map_(pa.int32(), pa.int64()), nullable=True),
@@ -570,71 +640,21 @@ def _readable_metrics_struct(bound_type: PrimitiveType) -> pa.StructType:
                 pa.field("readable_metrics", pa.struct(readable_metrics_struct), nullable=True),
             ]
         )
+        return files_schema
 
-        files: list[dict[str, Any]] = []
+    def _files(self, snapshot_id: Optional[int] = None, data_file_filter: Optional[Set[DataFileContent]] = None) -> "pa.Table":
+        import pyarrow as pa
 
         if not snapshot_id and not self.tbl.metadata.current_snapshot():
-            return pa.Table.from_pylist(
-                files,
-                schema=files_schema,
-            )
-        snapshot = self._get_snapshot(snapshot_id)
+            return self._get_files_schema().empty_table()
 
+        snapshot = self._get_snapshot(snapshot_id)
         io = self.tbl.io
+        files_table: list[pa.Table] = []
         for manifest_list in snapshot.manifests(io):
-            for manifest_entry in manifest_list.fetch_manifest_entry(io):
-                data_file = manifest_entry.data_file
-                if data_file_filter and data_file.content not in data_file_filter:
-                    continue
-                column_sizes = data_file.column_sizes or {}
-                value_counts = data_file.value_counts or {}
-                null_value_counts = data_file.null_value_counts or {}
-                nan_value_counts = data_file.nan_value_counts or {}
-                lower_bounds = data_file.lower_bounds or {}
-                upper_bounds = data_file.upper_bounds or {}
-                readable_metrics = {
-                    schema.find_column_name(field.field_id): {
-                        "column_size": column_sizes.get(field.field_id),
-                        "value_count": value_counts.get(field.field_id),
-                        "null_value_count": null_value_counts.get(field.field_id),
-                        "nan_value_count": nan_value_counts.get(field.field_id),
-                        "lower_bound": from_bytes(field.field_type, lower_bound)
-                        if (lower_bound := lower_bounds.get(field.field_id))
-                        else None,
-                        "upper_bound": from_bytes(field.field_type, upper_bound)
-                        if (upper_bound := upper_bounds.get(field.field_id))
-                        else None,
-                    }
-                    for field in self.tbl.metadata.schema().fields
-                }
-                files.append(
-                    {
-                        "content": data_file.content,
-                        "file_path": data_file.file_path,
-                        "file_format": data_file.file_format,
-                        "spec_id": data_file.spec_id,
-                        "record_count": data_file.record_count,
-                        "file_size_in_bytes": data_file.file_size_in_bytes,
-                        "column_sizes": dict(data_file.column_sizes) if data_file.column_sizes is not None else None,
-                        "value_counts": dict(data_file.value_counts) if data_file.value_counts is not None else None,
-                        "null_value_counts": dict(data_file.null_value_counts)
-                        if data_file.null_value_counts is not None
-                        else None,
-                        "nan_value_counts": dict(data_file.nan_value_counts) if data_file.nan_value_counts is not None else None,
-                        "lower_bounds": dict(data_file.lower_bounds) if data_file.lower_bounds is not None else None,
-                        "upper_bounds": dict(data_file.upper_bounds) if data_file.upper_bounds is not None else None,
-                        "key_metadata": data_file.key_metadata,
-                        "split_offsets": data_file.split_offsets,
-                        "equality_ids": data_file.equality_ids,
-                        "sort_order_id": data_file.sort_order_id,
-                        "readable_metrics": readable_metrics,
-                    }
-                )
+            files_table.append(self._get_files_from_manifest(manifest_list, data_file_filter))
 
-        return pa.Table.from_pylist(
-            files,
-            schema=files_schema,
-        )
+        return pa.concat_tables(files_table)
 
     def files(self, snapshot_id: Optional[int] = None) -> "pa.Table":
         return self._files(snapshot_id)
@@ -657,3 +677,30 @@ def all_manifests(self) -> "pa.Table":
             lambda args: self._generate_manifests_table(*args), [(snapshot, True) for snapshot in snapshots]
         )
         return pa.concat_tables(manifests_by_snapshots)
+
+    def _all_files(self, data_file_filter: Optional[Set[DataFileContent]] = None) -> "pa.Table":
+        import pyarrow as pa
+
+        snapshots = self.tbl.snapshots()
+        if not snapshots:
+            return pa.Table.from_pylist([], schema=self._get_files_schema())
+
+        executor = ExecutorFactory.get_or_create()
+        manifest_lists = executor.map(lambda snapshot: snapshot.manifests(self.tbl.io), snapshots)
+
+        unique_manifests = {(manifest.manifest_path, manifest) for manifest_list in manifest_lists for manifest in manifest_list}
+
+        file_lists = executor.map(
+            lambda args: self._get_files_from_manifest(*args), [(manifest, data_file_filter) for _, manifest in unique_manifests]
+        )
+
+        return pa.concat_tables(file_lists)
+
+    def all_files(self) -> "pa.Table":
+        return self._all_files()
+
+    def all_data_files(self) -> "pa.Table":
+        return self._all_files({DataFileContent.DATA})
+
+    def all_delete_files(self) -> "pa.Table":
+        return self._all_files({DataFileContent.POSITION_DELETES, DataFileContent.EQUALITY_DELETES})
diff --git a/tests/integration/test_inspect_table.py b/tests/integration/test_inspect_table.py
index a2a5fe45bc..e81050a81c 100644
--- a/tests/integration/test_inspect_table.py
+++ b/tests/integration/test_inspect_table.py
@@ -71,6 +71,133 @@ def _create_table(session_catalog: Catalog, identifier: str, properties: Propert
     return session_catalog.create_table(identifier=identifier, schema=TABLE_SCHEMA, properties=properties)
 
 
+def _inspect_files_asserts(df: pa.Table, spark_df: DataFrame) -> None:
+    from pandas.testing import assert_frame_equal
+
+    assert df.column_names == [
+        "content",
+        "file_path",
+        "file_format",
+        "spec_id",
+        "partition",
+        "record_count",
+        "file_size_in_bytes",
+        "column_sizes",
+        "value_counts",
+        "null_value_counts",
+        "nan_value_counts",
+        "lower_bounds",
+        "upper_bounds",
+        "key_metadata",
+        "split_offsets",
+        "equality_ids",
+        "sort_order_id",
+        "readable_metrics",
+    ]
+
+    # make sure the non-nullable fields are filled
+    for int_column in ["content", "spec_id", "record_count", "file_size_in_bytes"]:
+        for value in df[int_column]:
+            assert isinstance(value.as_py(), int)
+
+    for split_offsets in df["split_offsets"]:
+        if split_offsets.as_py() is not None:
+            assert isinstance(split_offsets.as_py(), list)
+
+    for file_path in df["file_path"]:
+        assert file_path.as_py().startswith("s3://")
+
+    # sort the dataframes by content and file_path to compare them,
+    # as the order of the files is not guaranteed in case of all_files
+    lhs = df.to_pandas().sort_values(by=["content", "file_path"]).reset_index(drop=True)
+    rhs = spark_df.toPandas().sort_values(by=["content", "file_path"]).reset_index(drop=True)
+
+    lhs_subset = lhs[
+        [
+            "content",
+            "file_path",
+            "file_format",
+            "spec_id",
+            "record_count",
+            "file_size_in_bytes",
+            "split_offsets",
+            "equality_ids",
+            "sort_order_id",
+        ]
+    ]
+    rhs_subset = rhs[
+        [
+            "content",
+            "file_path",
+            "file_format",
+            "spec_id",
+            "record_count",
+            "file_size_in_bytes",
+            "split_offsets",
+            "equality_ids",
+            "sort_order_id",
+        ]
+    ]
+
+    assert_frame_equal(lhs_subset, rhs_subset, check_dtype=False, check_categorical=False)
+
+    for column in df.column_names:
+        if column == "partition":
+            # Spark leaves out the partition if the table is unpartitioned
+            continue
+        for left, right in zip(lhs[column].to_list(), rhs[column].to_list()):
+            if isinstance(left, float) and math.isnan(left) and isinstance(right, float) and math.isnan(right):
+                # NaN != NaN in Python
+                continue
+            if column in [
+                "column_sizes",
+                "value_counts",
+                "null_value_counts",
+                "nan_value_counts",
+                "lower_bounds",
+                "upper_bounds",
+            ]:
+                if isinstance(right, dict):
+                    left = dict(left)
+                assert left == right, f"Difference in column {column}: {left} != {right}"
+
+            elif column == "readable_metrics":
+                assert list(left.keys()) == [
+                    "bool",
+                    "string",
+                    "string_long",
+                    "int",
+                    "long",
+                    "float",
+                    "double",
+                    "timestamp",
+                    "timestamptz",
+                    "date",
+                    "binary",
+                    "fixed",
+                ]
+                assert left.keys() == right.keys()
+
+                for rm_column in left.keys():
+                    rm_lhs = left[rm_column]
+                    rm_rhs = right[rm_column]
+
+                    assert rm_lhs["column_size"] == rm_rhs["column_size"]
+                    assert rm_lhs["value_count"] == rm_rhs["value_count"]
+                    assert rm_lhs["null_value_count"] == rm_rhs["null_value_count"]
+                    assert rm_lhs["nan_value_count"] == rm_rhs["nan_value_count"]
+
+                    if rm_column == "timestamptz" and rm_rhs["lower_bound"] and rm_rhs["upper_bound"]:
+                        # PySpark does not correctly set the timstamptz
+                        rm_rhs["lower_bound"] = rm_rhs["lower_bound"].replace(tzinfo=pytz.utc)
+                        rm_rhs["upper_bound"] = rm_rhs["upper_bound"].replace(tzinfo=pytz.utc)
+
+                    assert rm_lhs["lower_bound"] == rm_rhs["lower_bound"]
+                    assert rm_lhs["upper_bound"] == rm_rhs["upper_bound"]
+            else:
+                assert left == right, f"Difference in column {column}: {left} != {right}"
+
+
 @pytest.mark.integration
 @pytest.mark.parametrize("format_version", [1, 2])
 def test_inspect_snapshots(
@@ -665,8 +792,6 @@ def test_inspect_history(spark: SparkSession, session_catalog: Catalog, format_v
 def test_inspect_files(
     spark: SparkSession, session_catalog: Catalog, arrow_table_with_null: pa.Table, format_version: int
 ) -> None:
-    from pandas.testing import assert_frame_equal
-
     identifier = "default.table_metadata_files"
 
     tbl = _create_table(session_catalog, identifier, properties={"format-version": format_version})
@@ -688,129 +813,9 @@ def test_inspect_files(
 
     delete_files_df = tbl.inspect.delete_files()
 
-    def inspect_files_asserts(df: pa.Table, spark_df: DataFrame) -> None:
-        assert df.column_names == [
-            "content",
-            "file_path",
-            "file_format",
-            "spec_id",
-            "record_count",
-            "file_size_in_bytes",
-            "column_sizes",
-            "value_counts",
-            "null_value_counts",
-            "nan_value_counts",
-            "lower_bounds",
-            "upper_bounds",
-            "key_metadata",
-            "split_offsets",
-            "equality_ids",
-            "sort_order_id",
-            "readable_metrics",
-        ]
-
-        # make sure the non-nullable fields are filled
-        for int_column in ["content", "spec_id", "record_count", "file_size_in_bytes"]:
-            for value in df[int_column]:
-                assert isinstance(value.as_py(), int)
-
-        for split_offsets in df["split_offsets"]:
-            assert isinstance(split_offsets.as_py(), list)
-
-        for file_format in df["file_format"]:
-            assert file_format.as_py() == "PARQUET"
-
-        for file_path in df["file_path"]:
-            assert file_path.as_py().startswith("s3://")
-
-        lhs = df.to_pandas()
-        rhs = spark_df.toPandas()
-
-        lhs_subset = lhs[
-            [
-                "content",
-                "file_path",
-                "file_format",
-                "spec_id",
-                "record_count",
-                "file_size_in_bytes",
-                "split_offsets",
-                "equality_ids",
-                "sort_order_id",
-            ]
-        ]
-        rhs_subset = rhs[
-            [
-                "content",
-                "file_path",
-                "file_format",
-                "spec_id",
-                "record_count",
-                "file_size_in_bytes",
-                "split_offsets",
-                "equality_ids",
-                "sort_order_id",
-            ]
-        ]
-
-        assert_frame_equal(lhs_subset, rhs_subset, check_dtype=False, check_categorical=False)
-
-        for column in df.column_names:
-            for left, right in zip(lhs[column].to_list(), rhs[column].to_list()):
-                if isinstance(left, float) and math.isnan(left) and isinstance(right, float) and math.isnan(right):
-                    # NaN != NaN in Python
-                    continue
-                if column in [
-                    "column_sizes",
-                    "value_counts",
-                    "null_value_counts",
-                    "nan_value_counts",
-                    "lower_bounds",
-                    "upper_bounds",
-                ]:
-                    if isinstance(right, dict):
-                        left = dict(left)
-                    assert left == right, f"Difference in column {column}: {left} != {right}"
-
-                elif column == "readable_metrics":
-                    assert list(left.keys()) == [
-                        "bool",
-                        "string",
-                        "string_long",
-                        "int",
-                        "long",
-                        "float",
-                        "double",
-                        "timestamp",
-                        "timestamptz",
-                        "date",
-                        "binary",
-                        "fixed",
-                    ]
-                    assert left.keys() == right.keys()
-
-                    for rm_column in left.keys():
-                        rm_lhs = left[rm_column]
-                        rm_rhs = right[rm_column]
-
-                        assert rm_lhs["column_size"] == rm_rhs["column_size"]
-                        assert rm_lhs["value_count"] == rm_rhs["value_count"]
-                        assert rm_lhs["null_value_count"] == rm_rhs["null_value_count"]
-                        assert rm_lhs["nan_value_count"] == rm_rhs["nan_value_count"]
-
-                        if rm_column == "timestamptz" and rm_rhs["lower_bound"] and rm_rhs["upper_bound"]:
-                            # PySpark does not correctly set the timstamptz
-                            rm_rhs["lower_bound"] = rm_rhs["lower_bound"].replace(tzinfo=pytz.utc)
-                            rm_rhs["upper_bound"] = rm_rhs["upper_bound"].replace(tzinfo=pytz.utc)
-
-                        assert rm_lhs["lower_bound"] == rm_rhs["lower_bound"]
-                        assert rm_lhs["upper_bound"] == rm_rhs["upper_bound"]
-                else:
-                    assert left == right, f"Difference in column {column}: {left} != {right}"
-
-    inspect_files_asserts(files_df, spark.table(f"{identifier}.files"))
-    inspect_files_asserts(data_files_df, spark.table(f"{identifier}.data_files"))
-    inspect_files_asserts(delete_files_df, spark.table(f"{identifier}.delete_files"))
+    _inspect_files_asserts(files_df, spark.table(f"{identifier}.files"))
+    _inspect_files_asserts(data_files_df, spark.table(f"{identifier}.data_files"))
+    _inspect_files_asserts(delete_files_df, spark.table(f"{identifier}.delete_files"))
 
 
 @pytest.mark.integration
@@ -823,6 +828,9 @@ def test_inspect_files_no_snapshot(spark: SparkSession, session_catalog: Catalog
     files_df = tbl.refresh().inspect.files()
     data_files_df = tbl.inspect.data_files()
     delete_files_df = tbl.inspect.delete_files()
+    all_files_df = tbl.inspect.all_files()
+    all_data_files_df = tbl.inspect.all_data_files()
+    all_delete_files_df = tbl.inspect.all_delete_files()
 
     def inspect_files_asserts(df: pa.Table) -> None:
         assert df.column_names == [
@@ -830,6 +838,7 @@ def inspect_files_asserts(df: pa.Table) -> None:
             "file_path",
             "file_format",
             "spec_id",
+            "partition",
             "record_count",
             "file_size_in_bytes",
             "column_sizes",
@@ -850,6 +859,9 @@ def inspect_files_asserts(df: pa.Table) -> None:
     inspect_files_asserts(files_df)
     inspect_files_asserts(data_files_df)
     inspect_files_asserts(delete_files_df)
+    inspect_files_asserts(all_files_df)
+    inspect_files_asserts(all_data_files_df)
+    inspect_files_asserts(all_delete_files_df)
 
 
 @pytest.mark.integration
@@ -942,3 +954,150 @@ def test_inspect_all_manifests(spark: SparkSession, session_catalog: Catalog, fo
     lhs = spark.table(f"{identifier}.all_manifests").toPandas()
     rhs = df.to_pandas()
     assert_frame_equal(lhs, rhs, check_dtype=False)
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("format_version", [1, 2])
+def test_inspect_all_files(
+    spark: SparkSession, session_catalog: Catalog, arrow_table_with_null: pa.Table, format_version: int
+) -> None:
+    identifier = "default.table_metadata_files"
+
+    tbl = _create_table(session_catalog, identifier, properties={"format-version": format_version})
+
+    # append three times
+    for _ in range(3):
+        tbl.append(arrow_table_with_null)
+
+    # configure table properties
+    if format_version == 2:
+        with tbl.transaction() as txn:
+            txn.set_properties({"write.delete.mode": "merge-on-read"})
+            txn.set_properties({"write.update.mode": "merge-on-read"})
+    spark.sql(f"DELETE FROM {identifier} WHERE int = 1")
+    tbl.refresh()
+    tbl.append(arrow_table_with_null)
+    spark.sql(f"UPDATE {identifier} SET string = 'b' WHERE int = 9")
+    spark.sql(f"DELETE FROM {identifier} WHERE int = 1")
+    tbl.refresh()
+
+    all_files_df = tbl.inspect.all_files()
+    all_data_files_df = tbl.inspect.all_data_files()
+    all_delete_files_df = tbl.inspect.all_delete_files()
+
+    _inspect_files_asserts(all_files_df, spark.table(f"{identifier}.all_files"))
+    _inspect_files_asserts(all_data_files_df, spark.table(f"{identifier}.all_data_files"))
+    _inspect_files_asserts(all_delete_files_df, spark.table(f"{identifier}.all_delete_files"))
+
+
+@pytest.mark.integration
+def test_inspect_files_format_version_3(spark: SparkSession, session_catalog: Catalog, arrow_table_with_null: pa.Table) -> None:
+    identifier = "default.table_metadata_files"
+
+    tbl = _create_table(
+        session_catalog,
+        identifier,
+        properties={
+            "format-version": "3",
+            "write.delete.mode": "merge-on-read",
+            "write.update.mode": "merge-on-read",
+            "write.merge.mode": "merge-on-read",
+        },
+    )
+
+    insert_data_sql = f"""INSERT INTO {identifier} VALUES
+        (false, 'a', 'aaaaaaaaaaaaaaaaaaaaaa', 1, 1, 0.0, 0.0, TIMESTAMP('2023-01-01 19:25:00'), TIMESTAMP('2023-01-01 19:25:00+00:00'), DATE('2023-01-01'), X'01', X'00000000000000000000000000000000'),
+        (NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL),
+        (true, 'z', 'zzzzzzzzzzzzzzzzzzzzzz', 9, 9, 0.9, 0.9, TIMESTAMP('2023-03-01 19:25:00'), TIMESTAMP('2023-03-01 19:25:00+00:00'), DATE('2023-03-01'), X'12', X'11111111111111111111111111111111');
+    """
+
+    spark.sql(insert_data_sql)
+    spark.sql(insert_data_sql)
+    spark.sql(f"UPDATE {identifier} SET int = 2 WHERE int = 1")
+    spark.sql(f"DELETE FROM {identifier} WHERE int = 9")
+
+    tbl.refresh()
+
+    files_df = tbl.inspect.files()
+    data_files_df = tbl.inspect.data_files()
+    delete_files_df = tbl.inspect.delete_files()
+
+    all_files_df = tbl.inspect.all_files()
+    all_data_files_df = tbl.inspect.all_data_files()
+    all_delete_files_df = tbl.inspect.all_delete_files()
+
+    _inspect_files_asserts(files_df, spark.table(f"{identifier}.files"))
+    _inspect_files_asserts(data_files_df, spark.table(f"{identifier}.data_files"))
+    _inspect_files_asserts(delete_files_df, spark.table(f"{identifier}.delete_files"))
+
+    _inspect_files_asserts(all_files_df, spark.table(f"{identifier}.all_files"))
+    _inspect_files_asserts(all_data_files_df, spark.table(f"{identifier}.all_data_files"))
+    _inspect_files_asserts(all_delete_files_df, spark.table(f"{identifier}.all_delete_files"))
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("format_version", [1, 2, 3])
+def test_inspect_files_partitioned(spark: SparkSession, session_catalog: Catalog, format_version: int) -> None:
+    from pandas.testing import assert_frame_equal
+
+    identifier = "default.table_metadata_files_partitioned"
+    try:
+        session_catalog.drop_table(identifier=identifier)
+    except NoSuchTableError:
+        pass
+
+    spark.sql(
+        f"""
+        CREATE TABLE {identifier} (
+            dt date,
+            int_data int
+        )
+        PARTITIONED BY (months(dt))
+        TBLPROPERTIES ('format-version'='{format_version}')
+    """
+    )
+
+    if format_version > 1:
+        spark.sql(
+            f"""
+            ALTER TABLE {identifier} SET TBLPROPERTIES(
+            'write.update.mode' = 'merge-on-read',
+            'write.delete.mode' = 'merge-on-read',
+            'write.merge.mode' = 'merge-on-read')
+        """
+        )
+
+    spark.sql(f"""
+        INSERT INTO {identifier} VALUES (CAST('2025-01-01' AS date), 1), (CAST('2025-01-01' AS date), 2)
+    """)
+
+    spark.sql(
+        f"""
+        ALTER TABLE {identifier}
+        REPLACE PARTITION FIELD dt_month WITH days(dt)
+    """
+    )
+
+    spark.sql(
+        f"""
+            INSERT INTO {identifier} VALUES (CAST('2025-01-02' AS date), 2)
+        """
+    )
+
+    spark.sql(
+        f"""
+            DELETE FROM {identifier} WHERE int_data = 1
+        """
+    )
+
+    tbl = session_catalog.load_table(identifier)
+    files_df = tbl.inspect.files()
+    lhs = files_df.to_pandas()[["file_path", "partition"]].sort_values("file_path", ignore_index=True).reset_index()
+    rhs = (
+        spark.table(f"{identifier}.files")
+        .select(["file_path", "partition"])
+        .toPandas()
+        .sort_values("file_path", ignore_index=True)
+        .reset_index()
+    )
+    assert_frame_equal(lhs, rhs, check_dtype=False)

From c2c01e3b72f0353623c21032227bfe59fcf6ea71 Mon Sep 17 00:00:00 2001
From: koenvo <info@koenvossen.nl>
Date: Tue, 13 May 2025 17:57:21 +0200
Subject: [PATCH 165/357] Move implementation of upsert from Table to
 Transaction (#1817)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

<!-- Closes #1776 -->

# Rationale for this change

Previously, the **upsert** functionality was implemented at the
**table** level, which meant it always initiated a new **Transaction**.
This change moves the **upsert** implementation to the **Transaction**
level while keeping `table.upsert(...)` as an entry point.

With this refactor, end users now have the flexibility to call
**upsert** in two ways:
- `table.upsert(...)` – which still starts a new transaction.
- `transaction.upsert(...)` – allowing upserts within an existing
transaction.

# Are these changes tested?

Using existing tests.

# Are there any user-facing changes?

Yes. This change enables users to perform **upserts within an existing
transaction** using `transaction.upsert(...)`, in addition to the
existing `table.upsert(...)` method.

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/table/__init__.py | 189 +++++++++++++++++++++++-------------
 tests/table/test_upsert.py  |  63 +++++++++++-
 2 files changed, 185 insertions(+), 67 deletions(-)

diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index 9e9de52dee..78676a774a 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -695,6 +695,122 @@ def delete(
         if not delete_snapshot.files_affected and not delete_snapshot.rewrites_needed:
             warnings.warn("Delete operation did not match any records")
 
+    def upsert(
+        self,
+        df: pa.Table,
+        join_cols: Optional[List[str]] = None,
+        when_matched_update_all: bool = True,
+        when_not_matched_insert_all: bool = True,
+        case_sensitive: bool = True,
+    ) -> UpsertResult:
+        """Shorthand API for performing an upsert to an iceberg table.
+
+        Args:
+
+            df: The input dataframe to upsert with the table's data.
+            join_cols: Columns to join on, if not provided, it will use the identifier-field-ids.
+            when_matched_update_all: Bool indicating to update rows that are matched but require an update due to a value in a non-key column changing
+            when_not_matched_insert_all: Bool indicating new rows to be inserted that do not match any existing rows in the table
+            case_sensitive: Bool indicating if the match should be case-sensitive
+
+            To learn more about the identifier-field-ids: https://iceberg.apache.org/spec/#identifier-field-ids
+
+                Example Use Cases:
+                    Case 1: Both Parameters = True (Full Upsert)
+                    Existing row found → Update it
+                    New row found → Insert it
+
+                    Case 2: when_matched_update_all = False, when_not_matched_insert_all = True
+                    Existing row found → Do nothing (no updates)
+                    New row found → Insert it
+
+                    Case 3: when_matched_update_all = True, when_not_matched_insert_all = False
+                    Existing row found → Update it
+                    New row found → Do nothing (no inserts)
+
+                    Case 4: Both Parameters = False (No Merge Effect)
+                    Existing row found → Do nothing
+                    New row found → Do nothing
+                    (Function effectively does nothing)
+
+
+        Returns:
+            An UpsertResult class (contains details of rows updated and inserted)
+        """
+        try:
+            import pyarrow as pa  # noqa: F401
+        except ModuleNotFoundError as e:
+            raise ModuleNotFoundError("For writes PyArrow needs to be installed") from e
+
+        from pyiceberg.io.pyarrow import expression_to_pyarrow
+        from pyiceberg.table import upsert_util
+
+        if join_cols is None:
+            join_cols = []
+            for field_id in self.table_metadata.schema().identifier_field_ids:
+                col = self.table_metadata.schema().find_column_name(field_id)
+                if col is not None:
+                    join_cols.append(col)
+                else:
+                    raise ValueError(f"Field-ID could not be found: {join_cols}")
+
+        if len(join_cols) == 0:
+            raise ValueError("Join columns could not be found, please set identifier-field-ids or pass in explicitly.")
+
+        if not when_matched_update_all and not when_not_matched_insert_all:
+            raise ValueError("no upsert options selected...exiting")
+
+        if upsert_util.has_duplicate_rows(df, join_cols):
+            raise ValueError("Duplicate rows found in source dataset based on the key columns. No upsert executed")
+
+        from pyiceberg.io.pyarrow import _check_pyarrow_schema_compatible
+
+        downcast_ns_timestamp_to_us = Config().get_bool(DOWNCAST_NS_TIMESTAMP_TO_US_ON_WRITE) or False
+        _check_pyarrow_schema_compatible(
+            self.table_metadata.schema(), provided_schema=df.schema, downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us
+        )
+
+        # get list of rows that exist so we don't have to load the entire target table
+        matched_predicate = upsert_util.create_match_filter(df, join_cols)
+
+        # We must use Transaction.table_metadata for the scan. This includes all uncommitted - but relevant - changes.
+        matched_iceberg_table = DataScan(
+            table_metadata=self.table_metadata,
+            io=self._table.io,
+            row_filter=matched_predicate,
+            case_sensitive=case_sensitive,
+        ).to_arrow()
+
+        update_row_cnt = 0
+        insert_row_cnt = 0
+
+        if when_matched_update_all:
+            # function get_rows_to_update is doing a check on non-key columns to see if any of the values have actually changed
+            # we don't want to do just a blanket overwrite for matched rows if the actual non-key column data hasn't changed
+            # this extra step avoids unnecessary IO and writes
+            rows_to_update = upsert_util.get_rows_to_update(df, matched_iceberg_table, join_cols)
+
+            update_row_cnt = len(rows_to_update)
+
+            if len(rows_to_update) > 0:
+                # build the match predicate filter
+                overwrite_mask_predicate = upsert_util.create_match_filter(rows_to_update, join_cols)
+
+                self.overwrite(rows_to_update, overwrite_filter=overwrite_mask_predicate)
+
+        if when_not_matched_insert_all:
+            expr_match = upsert_util.create_match_filter(matched_iceberg_table, join_cols)
+            expr_match_bound = bind(self.table_metadata.schema(), expr_match, case_sensitive=case_sensitive)
+            expr_match_arrow = expression_to_pyarrow(expr_match_bound)
+            rows_to_insert = df.filter(~expr_match_arrow)
+
+            insert_row_cnt = len(rows_to_insert)
+
+            if insert_row_cnt > 0:
+                self.append(rows_to_insert)
+
+        return UpsertResult(rows_updated=update_row_cnt, rows_inserted=insert_row_cnt)
+
     def add_files(
         self, file_paths: List[str], snapshot_properties: Dict[str, str] = EMPTY_DICT, check_duplicate_files: bool = True
     ) -> None:
@@ -1159,73 +1275,14 @@ def upsert(
         Returns:
             An UpsertResult class (contains details of rows updated and inserted)
         """
-        try:
-            import pyarrow as pa  # noqa: F401
-        except ModuleNotFoundError as e:
-            raise ModuleNotFoundError("For writes PyArrow needs to be installed") from e
-
-        from pyiceberg.io.pyarrow import expression_to_pyarrow
-        from pyiceberg.table import upsert_util
-
-        if join_cols is None:
-            join_cols = []
-            for field_id in self.schema().identifier_field_ids:
-                col = self.schema().find_column_name(field_id)
-                if col is not None:
-                    join_cols.append(col)
-                else:
-                    raise ValueError(f"Field-ID could not be found: {join_cols}")
-
-        if len(join_cols) == 0:
-            raise ValueError("Join columns could not be found, please set identifier-field-ids or pass in explicitly.")
-
-        if not when_matched_update_all and not when_not_matched_insert_all:
-            raise ValueError("no upsert options selected...exiting")
-
-        if upsert_util.has_duplicate_rows(df, join_cols):
-            raise ValueError("Duplicate rows found in source dataset based on the key columns. No upsert executed")
-
-        from pyiceberg.io.pyarrow import _check_pyarrow_schema_compatible
-
-        downcast_ns_timestamp_to_us = Config().get_bool(DOWNCAST_NS_TIMESTAMP_TO_US_ON_WRITE) or False
-        _check_pyarrow_schema_compatible(
-            self.schema(), provided_schema=df.schema, downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us
-        )
-
-        # get list of rows that exist so we don't have to load the entire target table
-        matched_predicate = upsert_util.create_match_filter(df, join_cols)
-        matched_iceberg_table = self.scan(row_filter=matched_predicate, case_sensitive=case_sensitive).to_arrow()
-
-        update_row_cnt = 0
-        insert_row_cnt = 0
-
         with self.transaction() as tx:
-            if when_matched_update_all:
-                # function get_rows_to_update is doing a check on non-key columns to see if any of the values have actually changed
-                # we don't want to do just a blanket overwrite for matched rows if the actual non-key column data hasn't changed
-                # this extra step avoids unnecessary IO and writes
-                rows_to_update = upsert_util.get_rows_to_update(df, matched_iceberg_table, join_cols)
-
-                update_row_cnt = len(rows_to_update)
-
-                if len(rows_to_update) > 0:
-                    # build the match predicate filter
-                    overwrite_mask_predicate = upsert_util.create_match_filter(rows_to_update, join_cols)
-
-                    tx.overwrite(rows_to_update, overwrite_filter=overwrite_mask_predicate)
-
-            if when_not_matched_insert_all:
-                expr_match = upsert_util.create_match_filter(matched_iceberg_table, join_cols)
-                expr_match_bound = bind(self.schema(), expr_match, case_sensitive=case_sensitive)
-                expr_match_arrow = expression_to_pyarrow(expr_match_bound)
-                rows_to_insert = df.filter(~expr_match_arrow)
-
-                insert_row_cnt = len(rows_to_insert)
-
-                if insert_row_cnt > 0:
-                    tx.append(rows_to_insert)
-
-        return UpsertResult(rows_updated=update_row_cnt, rows_inserted=insert_row_cnt)
+            return tx.upsert(
+                df=df,
+                join_cols=join_cols,
+                when_matched_update_all=when_matched_update_all,
+                when_not_matched_insert_all=when_not_matched_insert_all,
+                case_sensitive=case_sensitive,
+            )
 
     def append(self, df: pa.Table, snapshot_properties: Dict[str, str] = EMPTY_DICT) -> None:
         """
diff --git a/tests/table/test_upsert.py b/tests/table/test_upsert.py
index 70203fd162..9fecbbb7bb 100644
--- a/tests/table/test_upsert.py
+++ b/tests/table/test_upsert.py
@@ -23,7 +23,7 @@
 
 from pyiceberg.catalog import Catalog
 from pyiceberg.exceptions import NoSuchTableError
-from pyiceberg.expressions import And, EqualTo, Reference
+from pyiceberg.expressions import AlwaysTrue, And, EqualTo, Reference
 from pyiceberg.expressions.literals import LongLiteral
 from pyiceberg.io.pyarrow import schema_to_pyarrow
 from pyiceberg.schema import Schema
@@ -709,3 +709,64 @@ def test_upsert_with_nulls(catalog: Catalog) -> None:
         ],
         schema=schema,
     )
+
+
+def test_transaction(catalog: Catalog) -> None:
+    """Test the upsert within a Transaction. Make sure that if something fails the entire Transaction is
+    rolled back."""
+    identifier = "default.test_merge_source_dups"
+    _drop_table(catalog, identifier)
+
+    ctx = SessionContext()
+
+    table = gen_target_iceberg_table(1, 10, False, ctx, catalog, identifier)
+    df_before_transaction = table.scan().to_arrow()
+
+    source_df = gen_source_dataset(5, 15, False, True, ctx)
+
+    with pytest.raises(Exception, match="Duplicate rows found in source dataset based on the key columns. No upsert executed"):
+        with table.transaction() as tx:
+            tx.delete(delete_filter=AlwaysTrue())
+            tx.upsert(df=source_df, join_cols=["order_id"])
+
+    df = table.scan().to_arrow()
+
+    assert df_before_transaction == df
+
+
+def test_transaction_multiple_upserts(catalog: Catalog) -> None:
+    identifier = "default.test_multi_upsert"
+    _drop_table(catalog, identifier)
+
+    schema = Schema(
+        NestedField(1, "id", IntegerType(), required=True),
+        NestedField(2, "name", StringType(), required=True),
+        identifier_field_ids=[1],
+    )
+
+    tbl = catalog.create_table(identifier, schema=schema)
+
+    # Define exact schema: required int32 and required string
+    arrow_schema = pa.schema(
+        [
+            pa.field("id", pa.int32(), nullable=False),
+            pa.field("name", pa.string(), nullable=False),
+        ]
+    )
+
+    tbl.append(pa.Table.from_pylist([{"id": 1, "name": "Alice"}], schema=arrow_schema))
+
+    df = pa.Table.from_pylist([{"id": 2, "name": "Bob"}, {"id": 1, "name": "Alicia"}], schema=arrow_schema)
+
+    with tbl.transaction() as txn:
+        txn.delete(delete_filter="id = 1")
+        txn.append(df)
+
+        # This should read the uncommitted changes
+        txn.upsert(df, join_cols=["id"])
+
+    result = tbl.scan().to_arrow().to_pylist()
+    assert sorted(result, key=lambda x: x["id"]) == [
+        {"id": 1, "name": "Alicia"},
+        {"id": 2, "name": "Bob"},
+    ]

From a53be13c769850b9af298c2e04a92e2e3132dd68 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Tue, 13 May 2025 23:39:00 +0200
Subject: [PATCH 166/357] Try setting the IP for the integration tests (#2000)

# Rationale for this change

The [integration tests started
failing](https://github.com/apache/iceberg-python/commits/main/); this
fixes it, according to Stack Overflow and the CI.

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 tests/conftest.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/tests/conftest.py b/tests/conftest.py
index 21fc6c7400..729e29cb0c 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -2443,6 +2443,7 @@ def spark() -> "SparkSession":
     os.environ["AWS_REGION"] = "us-east-1"
     os.environ["AWS_ACCESS_KEY_ID"] = "admin"
     os.environ["AWS_SECRET_ACCESS_KEY"] = "password"
+    os.environ["SPARK_LOCAL_IP"] = "127.0.0.1"
 
     spark = (
         SparkSession.builder.appName("PyIceberg integration test")

From e23fa88a2d15d23bd6efe3398ac4fee8e8f61a49 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Tue, 13 May 2025 23:53:57 +0200
Subject: [PATCH 167/357] Add `snapshot-loading-mode` option to RESTCatalog
 (#1998)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

This allows users only to fetch the snapshots that are referenced by a
tag or a branch.

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 mkdocs/docs/configuration.md       |  1 +
 pyiceberg/catalog/rest/__init__.py | 12 +++++++++++-
 tests/catalog/test_rest.py         | 25 ++++++++++++++++++++++++-
 3 files changed, 36 insertions(+), 2 deletions(-)

diff --git a/mkdocs/docs/configuration.md b/mkdocs/docs/configuration.md
index 1e364a11fe..dc51f81434 100644
--- a/mkdocs/docs/configuration.md
+++ b/mkdocs/docs/configuration.md
@@ -332,6 +332,7 @@ catalog:
 | rest.signing-region | us-east-1                        | The region to use when SigV4 signing a request                                                     |
 | rest.signing-name   | execute-api                      | The service signing name to use when SigV4 signing a request                                       |
 | oauth2-server-uri   | <https://auth-service/cc>          | Authentication URL to use for client credentials authentication (default: uri + 'v1/oauth/tokens') |
+| snapshot-loading-mode | refs                             | The snapshots to return in the body of the metadata. Setting the value to `all` would return the full set of snapshots currently valid for the table. Setting the value to `refs` would load all snapshots referenced by branches or tags. |
 
 <!-- markdown-link-check-enable-->
 
diff --git a/pyiceberg/catalog/rest/__init__.py b/pyiceberg/catalog/rest/__init__.py
index 02d9bc6ce0..e8bf4a2bf5 100644
--- a/pyiceberg/catalog/rest/__init__.py
+++ b/pyiceberg/catalog/rest/__init__.py
@@ -138,6 +138,7 @@ class IdentifierKind(Enum):
 SIGV4_REGION = "rest.signing-region"
 SIGV4_SERVICE = "rest.signing-name"
 OAUTH2_SERVER_URI = "oauth2-server-uri"
+SNAPSHOT_LOADING_MODE = "snapshot-loading-mode"
 
 NAMESPACE_SEPARATOR = b"\x1f".decode(UTF8)
 
@@ -686,7 +687,16 @@ def list_tables(self, namespace: Union[str, Identifier]) -> List[Identifier]:
 
     @retry(**_RETRY_ARGS)
     def load_table(self, identifier: Union[str, Identifier]) -> Table:
-        response = self._session.get(self.url(Endpoints.load_table, prefixed=True, **self._split_identifier_for_path(identifier)))
+        params = {}
+        if mode := self.properties.get(SNAPSHOT_LOADING_MODE):
+            if mode in {"all", "refs"}:
+                params["snapshots"] = mode
+            else:
+                raise ValueError("Invalid snapshot-loading-mode: {}")
+
+        response = self._session.get(
+            self.url(Endpoints.load_table, prefixed=True, **self._split_identifier_for_path(identifier)), params=params
+        )
         try:
             response.raise_for_status()
         except HTTPError as exc:
diff --git a/tests/catalog/test_rest.py b/tests/catalog/test_rest.py
index b9c88d2fc4..dfc6a0e2fb 100644
--- a/tests/catalog/test_rest.py
+++ b/tests/catalog/test_rest.py
@@ -24,7 +24,7 @@
 
 import pyiceberg
 from pyiceberg.catalog import PropertiesUpdateSummary, load_catalog
-from pyiceberg.catalog.rest import OAUTH2_SERVER_URI, RestCatalog
+from pyiceberg.catalog.rest import OAUTH2_SERVER_URI, SNAPSHOT_LOADING_MODE, RestCatalog
 from pyiceberg.exceptions import (
     AuthorizationExpiredError,
     NamespaceAlreadyExistsError,
@@ -853,6 +853,29 @@ def test_load_table_200(rest_mock: Mocker, example_table_metadata_with_snapshot_
     assert actual == expected
 
 
+def test_load_table_200_loading_mode(
+    rest_mock: Mocker, example_table_metadata_with_snapshot_v1_rest_json: Dict[str, Any]
+) -> None:
+    rest_mock.get(
+        f"{TEST_URI}v1/namespaces/fokko/tables/table?snapshots=refs",
+        json=example_table_metadata_with_snapshot_v1_rest_json,
+        status_code=200,
+        request_headers=TEST_HEADERS,
+    )
+    catalog = RestCatalog("rest", uri=TEST_URI, token=TEST_TOKEN, **{SNAPSHOT_LOADING_MODE: "refs"})
+    actual = catalog.load_table(("fokko", "table"))
+    expected = Table(
+        identifier=("fokko", "table"),
+        metadata_location=example_table_metadata_with_snapshot_v1_rest_json["metadata-location"],
+        metadata=TableMetadataV1(**example_table_metadata_with_snapshot_v1_rest_json["metadata"]),
+        io=load_file_io(),
+        catalog=catalog,
+    )
+    # First compare the dicts
+    assert actual.metadata.model_dump() == expected.metadata.model_dump()
+    assert actual == expected
+
+
 def test_load_table_honor_access_delegation(
     rest_mock: Mocker, example_table_metadata_with_snapshot_v1_rest_json: Dict[str, Any]
 ) -> None:

From 2abf593cf467e4a26f6964e9380ad2a355e4a49f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 14 May 2025 00:01:28 +0200
Subject: [PATCH 168/357] Build: Bump flask from 3.1.0 to 3.1.1 (#1999)

---
 poetry.lock | 17 +++++++++--------
 1 file changed, 9 insertions(+), 8 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 849485ffbb..ec2872048b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1396,23 +1396,24 @@ typing = ["typing-extensions (>=4.12.2) ; python_version < \"3.11\""]
 
 [[package]]
 name = "flask"
-version = "3.1.0"
+version = "3.1.1"
 description = "A simple framework for building complex web applications."
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "flask-3.1.0-py3-none-any.whl", hash = "sha256:d667207822eb83f1c4b50949b1623c8fc8d51f2341d65f72e1a1815397551136"},
-    {file = "flask-3.1.0.tar.gz", hash = "sha256:5f873c5184c897c8d9d1b05df1e3d01b14910ce69607a117bd3277098a5836ac"},
+    {file = "flask-3.1.1-py3-none-any.whl", hash = "sha256:07aae2bb5eaf77993ef57e357491839f5fd9f4dc281593a81a9e4d79a24f295c"},
+    {file = "flask-3.1.1.tar.gz", hash = "sha256:284c7b8f2f58cb737f0cf1c30fd7eaf0ccfcde196099d24ecede3fc2005aa59e"},
 ]
 
 [package.dependencies]
-blinker = ">=1.9"
+blinker = ">=1.9.0"
 click = ">=8.1.3"
-importlib-metadata = {version = ">=3.6", markers = "python_version < \"3.10\""}
-itsdangerous = ">=2.2"
-Jinja2 = ">=3.1.2"
-Werkzeug = ">=3.1"
+importlib-metadata = {version = ">=3.6.0", markers = "python_version < \"3.10\""}
+itsdangerous = ">=2.2.0"
+jinja2 = ">=3.1.2"
+markupsafe = ">=2.1.1"
+werkzeug = ">=3.1.0"
 
 [package.extras]
 async = ["asgiref (>=3.2)"]

From e21241bd0969fce92d31b1e6f6eabe83f5a76872 Mon Sep 17 00:00:00 2001
From: Christian <christian@hansetag.com>
Date: Thu, 15 May 2025 11:55:30 +0200
Subject: [PATCH 169/357] fix: Remote signing with table specific
 s3.signer.endpoint (#2005)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change
Currently pyiceberg remote singing only works if the sign endpoint is
shared by all tables in a REST Catalog.
However, some Catalogs use table specific endpoints.

If table specific endpoints are used, Pyiceberg sends the sign request
for the second table that is queried to the sign endpoint of the first
table.
The reason for this is, that although we [re-register() a new signer
with different
properties](https://github.com/apache/iceberg-python/blob/996a7ba4dbf4afdb3d46689f1715206b1c355f2a/pyiceberg/io/fsspec.py#L166),
this statement has no effect the second time it runs because of the
unique_id, even if the properties are different.

https://github.com/boto/botocore/blob/8c517320c6a40cd91e8e7fbb05e27183ba2f6dce/botocore/hooks.py#L310-L312

This PR first unregisters the old handler, before adding the new one.

# Are these changes tested?
No. Any idea how we could test them?
Just tested against LAKEKEEPER in a notebook while implementing table
specific endpoints.

# Are there any user-facing changes?
It works now!
<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/io/fsspec.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pyiceberg/io/fsspec.py b/pyiceberg/io/fsspec.py
index 4342d99401..aced17d64b 100644
--- a/pyiceberg/io/fsspec.py
+++ b/pyiceberg/io/fsspec.py
@@ -163,6 +163,7 @@ def _s3(properties: Properties) -> AbstractFileSystem:
     fs = S3FileSystem(client_kwargs=client_kwargs, config_kwargs=config_kwargs)
 
     for event_name, event_function in register_events.items():
+        fs.s3.meta.events.unregister(event_name, unique_id=1925)
         fs.s3.meta.events.register_last(event_name, event_function, unique_id=1925)
 
     return fs

From 7f182d7348d1d13be148d1c5c385912581885b46 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Thu, 15 May 2025 12:18:38 +0200
Subject: [PATCH 170/357] Add tests for optimistic concurrency (#1962)

I think it would be great to also have integration tests that make it
easy to replicate certain scenarios.

Added some simple ones, but we can extend by having two tables that
modify a different partition etc.

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->

---------

Co-authored-by: smaheshwar-pltr <maheshwarsreesh@gmail.com>
---
 .../test_optimistic_concurrency.py            | 93 +++++++++++++++++++
 1 file changed, 93 insertions(+)
 create mode 100644 tests/integration/test_writes/test_optimistic_concurrency.py

diff --git a/tests/integration/test_writes/test_optimistic_concurrency.py b/tests/integration/test_writes/test_optimistic_concurrency.py
new file mode 100644
index 0000000000..6ddf4c11d5
--- /dev/null
+++ b/tests/integration/test_writes/test_optimistic_concurrency.py
@@ -0,0 +1,93 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+import pyarrow as pa
+import pytest
+from pyspark.sql import SparkSession
+
+from pyiceberg.catalog import Catalog
+from pyiceberg.exceptions import CommitFailedException
+from utils import _create_table
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("format_version", [1, 2])
+def test_conflict_delete_delete(
+    spark: SparkSession, session_catalog: Catalog, arrow_table_with_null: pa.Table, format_version: int
+) -> None:
+    """This test should start passing once optimistic concurrency control has been implemented."""
+    identifier = "default.test_conflict"
+    tbl1 = _create_table(session_catalog, identifier, {"format-version": format_version}, [arrow_table_with_null])
+    tbl2 = session_catalog.load_table(identifier)
+
+    tbl1.delete("string == 'z'")
+
+    with pytest.raises(CommitFailedException, match="(branch main has changed: expected id ).*"):
+        # tbl2 isn't aware of the commit by tbl1
+        tbl2.delete("string == 'z'")
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("format_version", [1, 2])
+def test_conflict_delete_append(
+    spark: SparkSession, session_catalog: Catalog, arrow_table_with_null: pa.Table, format_version: int
+) -> None:
+    """This test should start passing once optimistic concurrency control has been implemented."""
+    identifier = "default.test_conflict"
+    tbl1 = _create_table(session_catalog, identifier, {"format-version": format_version}, [arrow_table_with_null])
+    tbl2 = session_catalog.load_table(identifier)
+
+    # This is allowed
+    tbl1.delete("string == 'z'")
+
+    with pytest.raises(CommitFailedException, match="(branch main has changed: expected id ).*"):
+        # tbl2 isn't aware of the commit by tbl1
+        tbl2.append(arrow_table_with_null)
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("format_version", [1, 2])
+def test_conflict_append_delete(
+    spark: SparkSession, session_catalog: Catalog, arrow_table_with_null: pa.Table, format_version: int
+) -> None:
+    """This test should start passing once optimistic concurrency control has been implemented."""
+    identifier = "default.test_conflict"
+    tbl1 = _create_table(session_catalog, identifier, {"format-version": format_version}, [arrow_table_with_null])
+    tbl2 = session_catalog.load_table(identifier)
+
+    tbl1.append(arrow_table_with_null)
+
+    with pytest.raises(CommitFailedException, match="(branch main has changed: expected id ).*"):
+        # tbl2 isn't aware of the commit by tbl1
+        tbl2.delete("string == 'z'")
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("format_version", [1, 2])
+def test_conflict_append_append(
+    spark: SparkSession, session_catalog: Catalog, arrow_table_with_null: pa.Table, format_version: int
+) -> None:
+    """This test should start passing once optimistic concurrency control has been implemented."""
+    identifier = "default.test_conflict"
+    tbl1 = _create_table(session_catalog, identifier, {"format-version": format_version}, [arrow_table_with_null])
+    tbl2 = session_catalog.load_table(identifier)
+
+    tbl1.append(arrow_table_with_null)
+
+    with pytest.raises(CommitFailedException, match="(branch main has changed: expected id ).*"):
+        # tbl2 isn't aware of the commit by tbl1
+        tbl2.append(arrow_table_with_null)

From 29f4ebe6cb355ca7e022fe5c1c4bf494363a89b9 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Thu, 15 May 2025 17:05:21 +0200
Subject: [PATCH 171/357] Add 0.9.1 to the bug-report dropdown (#2006)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 .github/ISSUE_TEMPLATE/iceberg_bug_report.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.github/ISSUE_TEMPLATE/iceberg_bug_report.yml b/.github/ISSUE_TEMPLATE/iceberg_bug_report.yml
index 2137b24568..60f9d7c756 100644
--- a/.github/ISSUE_TEMPLATE/iceberg_bug_report.yml
+++ b/.github/ISSUE_TEMPLATE/iceberg_bug_report.yml
@@ -28,7 +28,8 @@ body:
       description: What Apache Iceberg version are you using?
       multiple: false
       options:
-        - "0.9.0 (latest release)"
+        - "0.9.1 (latest release)"
+        - "0.9.0"
         - "0.8.1"
         - "0.8.0"
         - "0.7.1"

From e5543911a4ddab0ba96d4e6ad16e593625275275 Mon Sep 17 00:00:00 2001
From: Sung Yun <107272191+sungwy@users.noreply.github.com>
Date: Fri, 16 May 2025 07:25:40 -0400
Subject: [PATCH 172/357] Replace Deprecated (Current) OAuth2 Handling with
 AuthManager Implementation `LegacyOAuth2AuthManager` (#1981)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #1909 -->

# Rationale for this change

Replace existing Auth handling with `LegacyOAuth2AuthManager`. Tracking
issue: https://github.com/apache/iceberg-python/issues/1909

There will be follow up PRs to this PR that will address the following:
- introduce a mechanism for using a custom `AuthManager` implementation,
along with the ability to use a set of config parameters
- introduce a `OAuth2AuthManager` that more closely follows the OAuth2
protocol, and also uses a separate thread to proactively refreshes the
token, rather than reactively refreshing the token on
`UnAuthorizedError` or the deprecated `AuthorizationExpiredError`.

# Are these changes tested?

Yes, both through unit and integration tests

# Are there any user-facing changes?

Yes - previously, if `TOKEN` and `CREDENTIAL` are both defined,
`oauth/tokens` endpoint wouldn't be used to refresh the token with
client credentials when the `RestCatalog` was initialized. However,
`oauth/tokens` endpoint would be used on retries that handled 401 or 419
error.

This erratic behavior will now be updated as follows:
- if `CREDENTIAL` is defined, `oauth/tokens` endpoint will be used to
fetch the access token using the client credentials both when the
RestCatalog is initialized, and when the refresh_tokens call is made as
a reaction to 401 or 419 error.
- if both `CREDENTIAL` and `TOKEN` are defined, we will follow the above
behavior.
- if only `TOKEN` is defined, the initial token will be used instead

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/catalog/rest/__init__.py | 189 ++++++++---------------------
 pyiceberg/catalog/rest/auth.py     | 111 ++++++++++++++++-
 pyiceberg/catalog/rest/response.py | 111 +++++++++++++++++
 tests/catalog/test_rest.py         |   8 +-
 4 files changed, 275 insertions(+), 144 deletions(-)
 create mode 100644 pyiceberg/catalog/rest/response.py

diff --git a/pyiceberg/catalog/rest/__init__.py b/pyiceberg/catalog/rest/__init__.py
index e8bf4a2bf5..de7bb9ee20 100644
--- a/pyiceberg/catalog/rest/__init__.py
+++ b/pyiceberg/catalog/rest/__init__.py
@@ -15,21 +15,18 @@
 #  specific language governing permissions and limitations
 #  under the License.
 from enum import Enum
-from json import JSONDecodeError
 from typing import (
     TYPE_CHECKING,
     Any,
     Dict,
     List,
-    Literal,
     Optional,
     Set,
     Tuple,
-    Type,
     Union,
 )
 
-from pydantic import Field, ValidationError, field_validator
+from pydantic import Field, field_validator
 from requests import HTTPError, Session
 from tenacity import RetryCallState, retry, retry_if_exception_type, stop_after_attempt
 
@@ -41,22 +38,18 @@
     Catalog,
     PropertiesUpdateSummary,
 )
+from pyiceberg.catalog.rest.auth import AuthManager, AuthManagerAdapter, AuthManagerFactory, LegacyOAuth2AuthManager
+from pyiceberg.catalog.rest.response import _handle_non_200_response
 from pyiceberg.exceptions import (
     AuthorizationExpiredError,
-    BadRequestError,
     CommitFailedException,
     CommitStateUnknownException,
-    ForbiddenError,
     NamespaceAlreadyExistsError,
     NamespaceNotEmptyError,
     NoSuchIdentifierError,
     NoSuchNamespaceError,
     NoSuchTableError,
     NoSuchViewError,
-    OAuthError,
-    RESTError,
-    ServerError,
-    ServiceUnavailableError,
     TableAlreadyExistsError,
     UnauthorizedError,
 )
@@ -182,15 +175,6 @@ class RegisterTableRequest(IcebergBaseModel):
     metadata_location: str = Field(..., alias="metadata-location")
 
 
-class TokenResponse(IcebergBaseModel):
-    access_token: str = Field()
-    token_type: str = Field()
-    expires_in: Optional[int] = Field(default=None)
-    issued_token_type: Optional[str] = Field(default=None)
-    refresh_token: Optional[str] = Field(default=None)
-    scope: Optional[str] = Field(default=None)
-
-
 class ConfigResponse(IcebergBaseModel):
     defaults: Properties = Field()
     overrides: Properties = Field()
@@ -229,24 +213,6 @@ class ListViewsResponse(IcebergBaseModel):
     identifiers: List[ListViewResponseEntry] = Field()
 
 
-class ErrorResponseMessage(IcebergBaseModel):
-    message: str = Field()
-    type: str = Field()
-    code: int = Field()
-
-
-class ErrorResponse(IcebergBaseModel):
-    error: ErrorResponseMessage = Field()
-
-
-class OAuthErrorResponse(IcebergBaseModel):
-    error: Literal[
-        "invalid_request", "invalid_client", "invalid_grant", "unauthorized_client", "unsupported_grant_type", "invalid_scope"
-    ]
-    error_description: Optional[str] = None
-    error_uri: Optional[str] = None
-
-
 class RestCatalog(Catalog):
     uri: str
     _session: Session
@@ -279,8 +245,7 @@ def _create_session(self) -> Session:
                 elif ssl_client_cert := ssl_client.get(CERT):
                     session.cert = ssl_client_cert
 
-        self._refresh_token(session, self.properties.get(TOKEN))
-
+        session.auth = AuthManagerAdapter(self._create_legacy_oauth2_auth_manager(session))
         # Set HTTP headers
         self._config_headers(session)
 
@@ -298,6 +263,26 @@ def _create_session(self) -> Session:
 
         return session
 
+    def _create_legacy_oauth2_auth_manager(self, session: Session) -> AuthManager:
+        """Create the LegacyOAuth2AuthManager by fetching required properties.
+
+        This will be removed in PyIceberg 1.0
+        """
+        client_credentials = self.properties.get(CREDENTIAL)
+        # We want to call `self.auth_url` only when we are using CREDENTIAL
+        # with the legacy OAUTH2 flow as it will raise a DeprecationWarning
+        auth_url = self.auth_url if client_credentials is not None else None
+
+        auth_config = {
+            "session": session,
+            "auth_url": auth_url,
+            "credential": client_credentials,
+            "initial_token": self.properties.get(TOKEN),
+            "optional_oauth_params": self._extract_optional_oauth_params(),
+        }
+
+        return AuthManagerFactory.create("legacyoauth2", auth_config)
+
     def _check_valid_namespace_identifier(self, identifier: Union[str, Identifier]) -> Identifier:
         """Check if the identifier has at least one element."""
         identifier_tuple = Catalog.identifier_to_tuple(identifier)
@@ -360,27 +345,6 @@ def _extract_optional_oauth_params(self) -> Dict[str, str]:
 
         return optional_oauth_param
 
-    def _fetch_access_token(self, session: Session, credential: str) -> str:
-        if SEMICOLON in credential:
-            client_id, client_secret = credential.split(SEMICOLON)
-        else:
-            client_id, client_secret = None, credential
-
-        data = {GRANT_TYPE: CLIENT_CREDENTIALS, CLIENT_ID: client_id, CLIENT_SECRET: client_secret}
-
-        optional_oauth_params = self._extract_optional_oauth_params()
-        data.update(optional_oauth_params)
-
-        response = session.post(
-            url=self.auth_url, data=data, headers={**session.headers, "Content-type": "application/x-www-form-urlencoded"}
-        )
-        try:
-            response.raise_for_status()
-        except HTTPError as exc:
-            self._handle_non_200_response(exc, {400: OAuthError, 401: OAuthError})
-
-        return TokenResponse.model_validate_json(response.text).access_token
-
     def _fetch_config(self) -> None:
         params = {}
         if warehouse_location := self.properties.get(WAREHOUSE_LOCATION):
@@ -391,7 +355,7 @@ def _fetch_config(self) -> None:
         try:
             response.raise_for_status()
         except HTTPError as exc:
-            self._handle_non_200_response(exc, {})
+            _handle_non_200_response(exc, {})
         config_response = ConfigResponse.model_validate_json(response.text)
 
         config = config_response.defaults
@@ -421,58 +385,6 @@ def _split_identifier_for_json(self, identifier: Union[str, Identifier]) -> Dict
         identifier_tuple = self._identifier_to_validated_tuple(identifier)
         return {"namespace": identifier_tuple[:-1], "name": identifier_tuple[-1]}
 
-    def _handle_non_200_response(self, exc: HTTPError, error_handler: Dict[int, Type[Exception]]) -> None:
-        exception: Type[Exception]
-
-        if exc.response is None:
-            raise ValueError("Did not receive a response")
-
-        code = exc.response.status_code
-        if code in error_handler:
-            exception = error_handler[code]
-        elif code == 400:
-            exception = BadRequestError
-        elif code == 401:
-            exception = UnauthorizedError
-        elif code == 403:
-            exception = ForbiddenError
-        elif code == 422:
-            exception = RESTError
-        elif code == 419:
-            exception = AuthorizationExpiredError
-        elif code == 501:
-            exception = NotImplementedError
-        elif code == 503:
-            exception = ServiceUnavailableError
-        elif 500 <= code < 600:
-            exception = ServerError
-        else:
-            exception = RESTError
-
-        try:
-            if exception == OAuthError:
-                # The OAuthErrorResponse has a different format
-                error = OAuthErrorResponse.model_validate_json(exc.response.text)
-                response = str(error.error)
-                if description := error.error_description:
-                    response += f": {description}"
-                if uri := error.error_uri:
-                    response += f" ({uri})"
-            else:
-                error = ErrorResponse.model_validate_json(exc.response.text).error
-                response = f"{error.type}: {error.message}"
-        except JSONDecodeError:
-            # In the case we don't have a proper response
-            response = f"RESTError {exc.response.status_code}: Could not decode json payload: {exc.response.text}"
-        except ValidationError as e:
-            # In the case we don't have a proper response
-            errs = ", ".join(err["msg"] for err in e.errors())
-            response = (
-                f"RESTError {exc.response.status_code}: Received unexpected JSON Payload: {exc.response.text}, errors: {errs}"
-            )
-
-        raise exception(response) from exc
-
     def _init_sigv4(self, session: Session) -> None:
         from urllib import parse
 
@@ -542,16 +454,13 @@ def _response_to_staged_table(self, identifier_tuple: Tuple[str, ...], table_res
             catalog=self,
         )
 
-    def _refresh_token(self, session: Optional[Session] = None, initial_token: Optional[str] = None) -> None:
-        session = session or self._session
-        if initial_token is not None:
-            self.properties[TOKEN] = initial_token
-        elif CREDENTIAL in self.properties:
-            self.properties[TOKEN] = self._fetch_access_token(session, self.properties[CREDENTIAL])
-
-        # Set Auth token for subsequent calls in the session
-        if token := self.properties.get(TOKEN):
-            session.headers[AUTHORIZATION_HEADER] = f"{BEARER_PREFIX} {token}"
+    def _refresh_token(self) -> None:
+        # Reactive token refresh is atypical - we should proactively refresh tokens in a separate thread
+        # instead of retrying on Auth Exceptions. Keeping refresh behavior for the LegacyOAuth2AuthManager
+        # for backward compatibility
+        auth_manager = self._session.auth.auth_manager  # type: ignore[union-attr]
+        if isinstance(auth_manager, LegacyOAuth2AuthManager):
+            auth_manager._refresh_token()
 
     def _config_headers(self, session: Session) -> None:
         header_properties = get_header_properties(self.properties)
@@ -596,7 +505,7 @@ def _create_table(
         try:
             response.raise_for_status()
         except HTTPError as exc:
-            self._handle_non_200_response(exc, {409: TableAlreadyExistsError})
+            _handle_non_200_response(exc, {409: TableAlreadyExistsError})
         return TableResponse.model_validate_json(response.text)
 
     @retry(**_RETRY_ARGS)
@@ -669,7 +578,7 @@ def register_table(self, identifier: Union[str, Identifier], metadata_location:
         try:
             response.raise_for_status()
         except HTTPError as exc:
-            self._handle_non_200_response(exc, {409: TableAlreadyExistsError})
+            _handle_non_200_response(exc, {409: TableAlreadyExistsError})
 
         table_response = TableResponse.model_validate_json(response.text)
         return self._response_to_table(self.identifier_to_tuple(identifier), table_response)
@@ -682,7 +591,7 @@ def list_tables(self, namespace: Union[str, Identifier]) -> List[Identifier]:
         try:
             response.raise_for_status()
         except HTTPError as exc:
-            self._handle_non_200_response(exc, {404: NoSuchNamespaceError})
+            _handle_non_200_response(exc, {404: NoSuchNamespaceError})
         return [(*table.namespace, table.name) for table in ListTablesResponse.model_validate_json(response.text).identifiers]
 
     @retry(**_RETRY_ARGS)
@@ -700,7 +609,7 @@ def load_table(self, identifier: Union[str, Identifier]) -> Table:
         try:
             response.raise_for_status()
         except HTTPError as exc:
-            self._handle_non_200_response(exc, {404: NoSuchTableError})
+            _handle_non_200_response(exc, {404: NoSuchTableError})
 
         table_response = TableResponse.model_validate_json(response.text)
         return self._response_to_table(self.identifier_to_tuple(identifier), table_response)
@@ -713,7 +622,7 @@ def drop_table(self, identifier: Union[str, Identifier], purge_requested: bool =
         try:
             response.raise_for_status()
         except HTTPError as exc:
-            self._handle_non_200_response(exc, {404: NoSuchTableError})
+            _handle_non_200_response(exc, {404: NoSuchTableError})
 
     @retry(**_RETRY_ARGS)
     def purge_table(self, identifier: Union[str, Identifier]) -> None:
@@ -729,7 +638,7 @@ def rename_table(self, from_identifier: Union[str, Identifier], to_identifier: U
         try:
             response.raise_for_status()
         except HTTPError as exc:
-            self._handle_non_200_response(exc, {404: NoSuchTableError, 409: TableAlreadyExistsError})
+            _handle_non_200_response(exc, {404: NoSuchTableError, 409: TableAlreadyExistsError})
 
         return self.load_table(to_identifier)
 
@@ -752,7 +661,7 @@ def list_views(self, namespace: Union[str, Identifier]) -> List[Identifier]:
         try:
             response.raise_for_status()
         except HTTPError as exc:
-            self._handle_non_200_response(exc, {404: NoSuchNamespaceError})
+            _handle_non_200_response(exc, {404: NoSuchNamespaceError})
         return [(*view.namespace, view.name) for view in ListViewsResponse.model_validate_json(response.text).identifiers]
 
     @retry(**_RETRY_ARGS)
@@ -790,7 +699,7 @@ def commit_table(
         try:
             response.raise_for_status()
         except HTTPError as exc:
-            self._handle_non_200_response(
+            _handle_non_200_response(
                 exc,
                 {
                     409: CommitFailedException,
@@ -809,7 +718,7 @@ def create_namespace(self, namespace: Union[str, Identifier], properties: Proper
         try:
             response.raise_for_status()
         except HTTPError as exc:
-            self._handle_non_200_response(exc, {409: NamespaceAlreadyExistsError})
+            _handle_non_200_response(exc, {409: NamespaceAlreadyExistsError})
 
     @retry(**_RETRY_ARGS)
     def drop_namespace(self, namespace: Union[str, Identifier]) -> None:
@@ -819,7 +728,7 @@ def drop_namespace(self, namespace: Union[str, Identifier]) -> None:
         try:
             response.raise_for_status()
         except HTTPError as exc:
-            self._handle_non_200_response(exc, {404: NoSuchNamespaceError, 409: NamespaceNotEmptyError})
+            _handle_non_200_response(exc, {404: NoSuchNamespaceError, 409: NamespaceNotEmptyError})
 
     @retry(**_RETRY_ARGS)
     def list_namespaces(self, namespace: Union[str, Identifier] = ()) -> List[Identifier]:
@@ -834,7 +743,7 @@ def list_namespaces(self, namespace: Union[str, Identifier] = ()) -> List[Identi
         try:
             response.raise_for_status()
         except HTTPError as exc:
-            self._handle_non_200_response(exc, {404: NoSuchNamespaceError})
+            _handle_non_200_response(exc, {404: NoSuchNamespaceError})
 
         return ListNamespaceResponse.model_validate_json(response.text).namespaces
 
@@ -846,7 +755,7 @@ def load_namespace_properties(self, namespace: Union[str, Identifier]) -> Proper
         try:
             response.raise_for_status()
         except HTTPError as exc:
-            self._handle_non_200_response(exc, {404: NoSuchNamespaceError})
+            _handle_non_200_response(exc, {404: NoSuchNamespaceError})
 
         return NamespaceResponse.model_validate_json(response.text).properties
 
@@ -861,7 +770,7 @@ def update_namespace_properties(
         try:
             response.raise_for_status()
         except HTTPError as exc:
-            self._handle_non_200_response(exc, {404: NoSuchNamespaceError})
+            _handle_non_200_response(exc, {404: NoSuchNamespaceError})
         parsed_response = UpdateNamespacePropertiesResponse.model_validate_json(response.text)
         return PropertiesUpdateSummary(
             removed=parsed_response.removed,
@@ -883,7 +792,7 @@ def namespace_exists(self, namespace: Union[str, Identifier]) -> bool:
         try:
             response.raise_for_status()
         except HTTPError as exc:
-            self._handle_non_200_response(exc, {})
+            _handle_non_200_response(exc, {})
 
         return False
 
@@ -909,7 +818,7 @@ def table_exists(self, identifier: Union[str, Identifier]) -> bool:
         try:
             response.raise_for_status()
         except HTTPError as exc:
-            self._handle_non_200_response(exc, {})
+            _handle_non_200_response(exc, {})
 
         return False
 
@@ -934,7 +843,7 @@ def view_exists(self, identifier: Union[str, Identifier]) -> bool:
         try:
             response.raise_for_status()
         except HTTPError as exc:
-            self._handle_non_200_response(exc, {})
+            _handle_non_200_response(exc, {})
 
         return False
 
@@ -946,4 +855,4 @@ def drop_view(self, identifier: Union[str]) -> None:
         try:
             response.raise_for_status()
         except HTTPError as exc:
-            self._handle_non_200_response(exc, {404: NoSuchViewError})
+            _handle_non_200_response(exc, {404: NoSuchViewError})
diff --git a/pyiceberg/catalog/rest/auth.py b/pyiceberg/catalog/rest/auth.py
index 041a8a4cd1..89395f1158 100644
--- a/pyiceberg/catalog/rest/auth.py
+++ b/pyiceberg/catalog/rest/auth.py
@@ -16,12 +16,18 @@
 # under the License.
 
 import base64
+import importlib
 from abc import ABC, abstractmethod
-from typing import Optional
+from typing import Any, Dict, Optional, Type
 
-from requests import PreparedRequest
+from requests import HTTPError, PreparedRequest, Session
 from requests.auth import AuthBase
 
+from pyiceberg.catalog.rest.response import TokenResponse, _handle_non_200_response
+from pyiceberg.exceptions import OAuthError
+
+COLON = ":"
+
 
 class AuthManager(ABC):
     """
@@ -49,6 +55,60 @@ def auth_header(self) -> str:
         return f"Basic {self._token}"
 
 
+class LegacyOAuth2AuthManager(AuthManager):
+    _session: Session
+    _auth_url: Optional[str]
+    _token: Optional[str]
+    _credential: Optional[str]
+    _optional_oauth_params: Optional[Dict[str, str]]
+
+    def __init__(
+        self,
+        session: Session,
+        auth_url: Optional[str] = None,
+        credential: Optional[str] = None,
+        initial_token: Optional[str] = None,
+        optional_oauth_params: Optional[Dict[str, str]] = None,
+    ):
+        self._session = session
+        self._auth_url = auth_url
+        self._token = initial_token
+        self._credential = credential
+        self._optional_oauth_params = optional_oauth_params
+        self._refresh_token()
+
+    def _fetch_access_token(self, credential: str) -> str:
+        if COLON in credential:
+            client_id, client_secret = credential.split(COLON)
+        else:
+            client_id, client_secret = None, credential
+
+        data = {"grant_type": "client_credentials", "client_id": client_id, "client_secret": client_secret}
+
+        if self._optional_oauth_params:
+            data.update(self._optional_oauth_params)
+
+        if self._auth_url is None:
+            raise ValueError("Cannot fetch access token from undefined auth_url")
+
+        response = self._session.post(
+            url=self._auth_url, data=data, headers={**self._session.headers, "Content-type": "application/x-www-form-urlencoded"}
+        )
+        try:
+            response.raise_for_status()
+        except HTTPError as exc:
+            _handle_non_200_response(exc, {400: OAuthError, 401: OAuthError})
+
+        return TokenResponse.model_validate_json(response.text).access_token
+
+    def _refresh_token(self) -> None:
+        if self._credential is not None:
+            self._token = self._fetch_access_token(self._credential)
+
+    def auth_header(self) -> str:
+        return f"Bearer {self._token}"
+
+
 class AuthManagerAdapter(AuthBase):
     """A `requests.auth.AuthBase` adapter that integrates an `AuthManager` into a `requests.Session` to automatically attach the appropriate Authorization header to every request.
 
@@ -80,3 +140,50 @@ def __call__(self, request: PreparedRequest) -> PreparedRequest:
         if auth_header := self.auth_manager.auth_header():
             request.headers["Authorization"] = auth_header
         return request
+
+
+class AuthManagerFactory:
+    _registry: Dict[str, Type["AuthManager"]] = {}
+
+    @classmethod
+    def register(cls, name: str, auth_manager_class: Type["AuthManager"]) -> None:
+        """
+        Register a string name to a known AuthManager class.
+
+        Args:
+            name (str): unique name like 'oauth2' to register the AuthManager with
+            auth_manager_class (Type["AuthManager"]): Implementation of AuthManager
+
+        Returns:
+            None
+        """
+        cls._registry[name] = auth_manager_class
+
+    @classmethod
+    def create(cls, class_or_name: str, config: Dict[str, Any]) -> AuthManager:
+        """
+        Create an AuthManager by name or fully-qualified class path.
+
+        Args:
+            class_or_name (str): Either a name like 'oauth2' or a full class path like 'my.module.CustomAuthManager'
+            config (Dict[str, Any]): Configuration passed to the AuthManager constructor
+
+        Returns:
+            AuthManager: An instantiated AuthManager subclass
+        """
+        if class_or_name in cls._registry:
+            manager_cls = cls._registry[class_or_name]
+        else:
+            try:
+                module_path, class_name = class_or_name.rsplit(".", 1)
+                module = importlib.import_module(module_path)
+                manager_cls = getattr(module, class_name)
+            except Exception as err:
+                raise ValueError(f"Could not load AuthManager class for '{class_or_name}'") from err
+
+        return manager_cls(**config)
+
+
+AuthManagerFactory.register("noop", NoopAuthManager)
+AuthManagerFactory.register("basic", BasicAuthManager)
+AuthManagerFactory.register("legacyoauth2", LegacyOAuth2AuthManager)
diff --git a/pyiceberg/catalog/rest/response.py b/pyiceberg/catalog/rest/response.py
new file mode 100644
index 0000000000..8f23af8c35
--- /dev/null
+++ b/pyiceberg/catalog/rest/response.py
@@ -0,0 +1,111 @@
+#  Licensed to the Apache Software Foundation (ASF) under one
+#  or more contributor license agreements.  See the NOTICE file
+#  distributed with this work for additional information
+#  regarding copyright ownership.  The ASF licenses this file
+#  to you under the Apache License, Version 2.0 (the
+#  "License"); you may not use this file except in compliance
+#  with the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+from json import JSONDecodeError
+from typing import Dict, Literal, Optional, Type
+
+from pydantic import Field, ValidationError
+from requests import HTTPError
+
+from pyiceberg.exceptions import (
+    AuthorizationExpiredError,
+    BadRequestError,
+    ForbiddenError,
+    OAuthError,
+    RESTError,
+    ServerError,
+    ServiceUnavailableError,
+    UnauthorizedError,
+)
+from pyiceberg.typedef import IcebergBaseModel
+
+
+class TokenResponse(IcebergBaseModel):
+    access_token: str = Field()
+    token_type: str = Field()
+    expires_in: Optional[int] = Field(default=None)
+    issued_token_type: Optional[str] = Field(default=None)
+    refresh_token: Optional[str] = Field(default=None)
+    scope: Optional[str] = Field(default=None)
+
+
+class ErrorResponseMessage(IcebergBaseModel):
+    message: str = Field()
+    type: str = Field()
+    code: int = Field()
+
+
+class ErrorResponse(IcebergBaseModel):
+    error: ErrorResponseMessage = Field()
+
+
+class OAuthErrorResponse(IcebergBaseModel):
+    error: Literal[
+        "invalid_request", "invalid_client", "invalid_grant", "unauthorized_client", "unsupported_grant_type", "invalid_scope"
+    ]
+    error_description: Optional[str] = None
+    error_uri: Optional[str] = None
+
+
+def _handle_non_200_response(exc: HTTPError, error_handler: Dict[int, Type[Exception]]) -> None:
+    exception: Type[Exception]
+
+    if exc.response is None:
+        raise ValueError("Did not receive a response")
+
+    code = exc.response.status_code
+    if code in error_handler:
+        exception = error_handler[code]
+    elif code == 400:
+        exception = BadRequestError
+    elif code == 401:
+        exception = UnauthorizedError
+    elif code == 403:
+        exception = ForbiddenError
+    elif code == 422:
+        exception = RESTError
+    elif code == 419:
+        exception = AuthorizationExpiredError
+    elif code == 501:
+        exception = NotImplementedError
+    elif code == 503:
+        exception = ServiceUnavailableError
+    elif 500 <= code < 600:
+        exception = ServerError
+    else:
+        exception = RESTError
+
+    try:
+        if exception == OAuthError:
+            # The OAuthErrorResponse has a different format
+            error = OAuthErrorResponse.model_validate_json(exc.response.text)
+            response = str(error.error)
+            if description := error.error_description:
+                response += f": {description}"
+            if uri := error.error_uri:
+                response += f" ({uri})"
+        else:
+            error = ErrorResponse.model_validate_json(exc.response.text).error
+            response = f"{error.type}: {error.message}"
+    except JSONDecodeError:
+        # In the case we don't have a proper response
+        response = f"RESTError {exc.response.status_code}: Could not decode json payload: {exc.response.text}"
+    except ValidationError as e:
+        # In the case we don't have a proper response
+        errs = ", ".join(err["msg"] for err in e.errors())
+        response = f"RESTError {exc.response.status_code}: Received unexpected JSON Payload: {exc.response.text}, errors: {errs}"
+
+    raise exception(response) from exc
diff --git a/tests/catalog/test_rest.py b/tests/catalog/test_rest.py
index dfc6a0e2fb..1ad6f57d36 100644
--- a/tests/catalog/test_rest.py
+++ b/tests/catalog/test_rest.py
@@ -620,6 +620,10 @@ def test_list_namespaces_token_expired_success_on_retries(rest_mock: Mocker, sta
         status_code=200,
     )
     catalog = RestCatalog("rest", uri=TEST_URI, token=TEST_TOKEN, credential=TEST_CREDENTIALS)
+    # LegacyOAuth2AuthManager is created twice through `_create_session()`
+    # which results in the token being refreshed twice when the RestCatalog is initialized.
+    assert tokens.call_count == 2
+
     assert catalog.list_namespaces() == [
         ("default",),
         ("examples",),
@@ -627,7 +631,7 @@ def test_list_namespaces_token_expired_success_on_retries(rest_mock: Mocker, sta
         ("system",),
     ]
     assert namespaces.call_count == 2
-    assert tokens.call_count == 1
+    assert tokens.call_count == 3
 
     assert catalog.list_namespaces() == [
         ("default",),
@@ -636,7 +640,7 @@ def test_list_namespaces_token_expired_success_on_retries(rest_mock: Mocker, sta
         ("system",),
     ]
     assert namespaces.call_count == 3
-    assert tokens.call_count == 1
+    assert tokens.call_count == 3
 
 
 def test_create_namespace_200(rest_mock: Mocker) -> None:

From 9d2fb970e9bfc2426e9a0b98dd6622fdf2ff6250 Mon Sep 17 00:00:00 2001
From: Quentin Lhoest <42851186+lhoestq@users.noreply.github.com>
Date: Fri, 16 May 2025 18:43:22 +0200
Subject: [PATCH 173/357] Add Hugging Face filesystem support to fsspec (#1997)

# Rationale for this change

Add support for the Hugging Face filesystem in `fsspec`, which uses
`hf://` paths.
This allows to import [HF datasets](https://huggingface.co/datasets).

Authentication is done using the `"hf.token"` property.

# Are these changes tested?

I tried locally but haven't added tests in test_fsspec.py (lmk if it's a
requirement)

# Are there any user-facing changes?

No changes, it simply adds support for `hf://` URLs
---
 mkdocs/docs/configuration.md | 12 ++++++
 poetry.lock                  | 76 +++++++++++++++++++++++++++---------
 pyiceberg/io/__init__.py     |  3 ++
 pyiceberg/io/fsspec.py       | 12 ++++++
 pyproject.toml               |  6 +++
 5 files changed, 90 insertions(+), 19 deletions(-)

diff --git a/mkdocs/docs/configuration.md b/mkdocs/docs/configuration.md
index dc51f81434..c91ef42e60 100644
--- a/mkdocs/docs/configuration.md
+++ b/mkdocs/docs/configuration.md
@@ -95,6 +95,7 @@ Iceberg works with the concept of a FileIO which is a pluggable module for readi
 - **hdfs**: `PyArrowFileIO`
 - **abfs**, **abfss**: `FsspecFileIO`
 - **oss**: `PyArrowFileIO`
+- **hf**: `FsspecFileIO`
 
 You can also set the FileIO explicitly:
 
@@ -193,6 +194,17 @@ PyIceberg uses [S3FileSystem](https://arrow.apache.org/docs/python/generated/pya
 
 <!-- markdown-link-check-enable-->
 
+### Hugging Face
+
+<!-- markdown-link-check-disable -->
+
+| Key         | Example                  | Description                                               |
+| ----------- | ------------------------ | --------------------------------------------------------- |
+| hf.endpoint | <https://huggingface.co> | Configure the endpoint for Hugging Face                   |
+| hf.token    | hf_xxx                   | The Hugging Face token to access HF Datasets repositories |
+
+<!-- markdown-link-check-enable-->
+
 ### PyArrow
 
 <!-- markdown-link-check-disable -->
diff --git a/poetry.lock b/poetry.lock
index ec2872048b..4b08064b92 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -58,7 +58,7 @@ description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -71,7 +71,7 @@ description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "aiohttp-3.11.14-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e2bc827c01f75803de77b134afdbf74fa74b62970eafdf190f3244931d7a5c0d"},
     {file = "aiohttp-3.11.14-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e365034c5cf6cf74f57420b57682ea79e19eb29033399dd3f40de4d0171998fa"},
@@ -196,7 +196,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
+markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -248,7 +248,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version <= \"3.10\""
+markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version <= \"3.10\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -265,7 +265,7 @@ files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
-markers = {main = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"}
+markers = {main = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"}
 
 [package.extras]
 benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
@@ -467,7 +467,7 @@ files = [
     {file = "boto3-1.37.3-py3-none-any.whl", hash = "sha256:2063b40af99fd02f6228ff52397b552ff3353831edaf8d25cc04801827ab9794"},
     {file = "boto3-1.37.3.tar.gz", hash = "sha256:21f3ce0ef111297e63a6eb998a25197b8c10982970c320d4c6e8db08be2157be"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.37.3,<1.38.0"
@@ -488,7 +488,7 @@ files = [
     {file = "botocore-1.37.3-py3-none-any.whl", hash = "sha256:d01bd3bf4c80e61fa88d636ad9f5c9f60a551d71549b481386c6b4efe0bb2b2e"},
     {file = "botocore-1.37.3.tar.gz", hash = "sha256:fe8403eb55a88faf9b0f9da6615e5bee7be056d75e17af66c3c8f0a3b0648da4"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -1387,7 +1387,7 @@ files = [
     {file = "filelock-3.18.0-py3-none-any.whl", hash = "sha256:c401f4f8377c4464e6db25fff06205fd89bdd83b65eb0488ed1b160f780e21de"},
     {file = "filelock-3.18.0.tar.gz", hash = "sha256:adbc88eabb99d2fec8c9c1b229b171f18afa655400173ddc653d5d01501fb9f2"},
 ]
-markers = {main = "extra == \"ray\""}
+markers = {main = "extra == \"ray\" or extra == \"hf\""}
 
 [package.extras]
 docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
@@ -1442,7 +1442,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
+markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
 files = [
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5b6a66c18b5b9dd261ca98dffcb826a525334b2f29e7caa54e182255c5f6a65a"},
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d1b3eb7b05ea246510b43a7e53ed1653e55c2121019a97e60cad7efb881a97bb"},
@@ -1984,6 +1984,43 @@ files = [
 [package.dependencies]
 colorama = ">=0.4"
 
+[[package]]
+name = "huggingface-hub"
+version = "0.31.2"
+description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
+optional = true
+python-versions = ">=3.8.0"
+groups = ["main"]
+markers = "extra == \"hf\""
+files = [
+    {file = "huggingface_hub-0.31.2-py3-none-any.whl", hash = "sha256:8138cd52aa2326b4429bb00a4a1ba8538346b7b8a808cdce30acb6f1f1bdaeec"},
+    {file = "huggingface_hub-0.31.2.tar.gz", hash = "sha256:7053561376ed7f6ffdaecf09cc54d70dc784ac6315fa4bb9b93e19662b029675"},
+]
+
+[package.dependencies]
+filelock = "*"
+fsspec = ">=2023.5.0"
+packaging = ">=20.9"
+pyyaml = ">=5.1"
+requests = "*"
+tqdm = ">=4.42.1"
+typing-extensions = ">=3.7.4.3"
+
+[package.extras]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+cli = ["InquirerPy (==0.3.4)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
+hf-transfer = ["hf-transfer (>=0.1.4)"]
+hf-xet = ["hf-xet (>=1.1.1,<2.0.0)"]
+inference = ["aiohttp"]
+quality = ["libcst (==1.4.0)", "mypy (==1.5.1)", "ruff (>=0.9.0)"]
+tensorflow = ["graphviz", "pydot", "tensorflow"]
+tensorflow-testing = ["keras (<3.0)", "tensorflow"]
+testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
+torch = ["safetensors[torch]", "torch"]
+typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
+
 [[package]]
 name = "identify"
 version = "2.6.9"
@@ -2158,7 +2195,7 @@ files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [[package]]
 name = "joserfc"
@@ -2976,7 +3013,7 @@ description = "multidict implementation"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "multidict-6.2.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b9f6392d98c0bd70676ae41474e2eecf4c7150cb419237a41f8f96043fcb81d1"},
     {file = "multidict-6.2.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3501621d5e86f1a88521ea65d5cad0a0834c77b26f193747615b7c911e5422d2"},
@@ -3324,7 +3361,7 @@ files = [
     {file = "packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759"},
     {file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"},
 ]
-markers = {main = "extra == \"ray\""}
+markers = {main = "extra == \"ray\" or extra == \"hf\""}
 
 [[package]]
 name = "paginate"
@@ -3570,7 +3607,7 @@ description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "propcache-0.3.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:f27785888d2fdd918bc36de8b8739f2d6c791399552333721b58193f68ea3e98"},
     {file = "propcache-0.3.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d4e89cde74154c7b5957f87a355bb9c8ec929c167b59c83d90654ea36aeb6180"},
@@ -3897,7 +3934,7 @@ files = [
     {file = "pyarrow-20.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:9965a050048ab02409fb7cbbefeedba04d3d67f2cc899eff505cc084345959ca"},
     {file = "pyarrow-20.0.0.tar.gz", hash = "sha256:febc4a913592573c8d5805091a6c2b5064c8bd6e002131f01061797d91c783c1"},
 ]
-markers = {main = "extra == \"daft\" or extra == \"duckdb\" or extra == \"pandas\" or extra == \"pyarrow\" or extra == \"ray\""}
+markers = {main = "extra == \"pyarrow\" or extra == \"pandas\" or extra == \"duckdb\" or extra == \"ray\" or extra == \"daft\""}
 
 [package.extras]
 test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
@@ -4502,7 +4539,7 @@ files = [
     {file = "PyYAML-6.0.2-cp39-cp39-win_amd64.whl", hash = "sha256:39693e1f8320ae4f43943590b49779ffb98acb81f788220ea932a6b6c51004d8"},
     {file = "pyyaml-6.0.2.tar.gz", hash = "sha256:d584d9ec91ad65861cc08d42e834324ef890a082e591037abe114850ff7bbc3e"},
 ]
-markers = {main = "extra == \"ray\""}
+markers = {main = "extra == \"ray\" or extra == \"hf\""}
 
 [[package]]
 name = "pyyaml-env-tag"
@@ -5007,7 +5044,7 @@ files = [
     {file = "s3transfer-0.11.3-py3-none-any.whl", hash = "sha256:ca855bdeb885174b5ffa95b9913622459d4ad8e331fc98eb01e6d5eb6a30655d"},
     {file = "s3transfer-0.11.3.tar.gz", hash = "sha256:edae4977e3a122445660c7c114bba949f9d191bae3b34a096f18a1c8c354527a"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.36.0,<2.0a.0"
@@ -5443,7 +5480,7 @@ description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"daft\""
+markers = "extra == \"hf\" or extra == \"daft\""
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -5743,7 +5780,7 @@ description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7df647e8edd71f000a5208fe6ff8c382a1de8edfbccdbbfe649d263de07d8c34"},
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c69697d3adff5aa4f874b19c0e4ed65180ceed6318ec856ebc423aa5850d84f7"},
@@ -5976,6 +6013,7 @@ duckdb = ["duckdb", "pyarrow"]
 dynamodb = ["boto3"]
 gcsfs = ["gcsfs"]
 glue = ["boto3", "mypy-boto3-glue"]
+hf = ["huggingface-hub"]
 hive = ["thrift"]
 hive-kerberos = ["kerberos", "thrift", "thrift-sasl"]
 pandas = ["pandas", "pyarrow"]
@@ -5993,4 +6031,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "f3d2267ce4f380399dc767a6483a1f198127856883e394d8befbd8a871bbeab9"
+content-hash = "c0afe28336cc5f75e725f3e79febe3058c1a453a61745647b9a81b49a2e2bf71"
diff --git a/pyiceberg/io/__init__.py b/pyiceberg/io/__init__.py
index 475ae6176b..5e5c7e2c7c 100644
--- a/pyiceberg/io/__init__.py
+++ b/pyiceberg/io/__init__.py
@@ -92,6 +92,8 @@
 GCS_SERVICE_HOST = "gcs.service.host"
 GCS_DEFAULT_LOCATION = "gcs.default-bucket-location"
 GCS_VERSION_AWARE = "gcs.version-aware"
+HF_ENDPOINT = "hf.endpoint"
+HF_TOKEN = "hf.token"
 PYARROW_USE_LARGE_TYPES_ON_READ = "pyarrow.use-large-types-on-read"
 
 
@@ -306,6 +308,7 @@ def delete(self, location: Union[str, InputFile, OutputFile]) -> None:
     "viewfs": [ARROW_FILE_IO],
     "abfs": [FSSPEC_FILE_IO],
     "abfss": [FSSPEC_FILE_IO],
+    "hf": [FSSPEC_FILE_IO],
 }
 
 
diff --git a/pyiceberg/io/fsspec.py b/pyiceberg/io/fsspec.py
index aced17d64b..c0b019dfc5 100644
--- a/pyiceberg/io/fsspec.py
+++ b/pyiceberg/io/fsspec.py
@@ -59,6 +59,8 @@
     GCS_SESSION_KWARGS,
     GCS_TOKEN,
     GCS_VERSION_AWARE,
+    HF_ENDPOINT,
+    HF_TOKEN,
     S3_ACCESS_KEY_ID,
     S3_CONNECT_TIMEOUT,
     S3_ENDPOINT,
@@ -209,6 +211,15 @@ def _adls(properties: Properties) -> AbstractFileSystem:
     )
 
 
+def _hf(properties: Properties) -> AbstractFileSystem:
+    from huggingface_hub import HfFileSystem
+
+    return HfFileSystem(
+        endpoint=properties.get(HF_ENDPOINT),
+        token=properties.get(HF_TOKEN),
+    )
+
+
 SCHEME_TO_FS = {
     "": _file,
     "file": _file,
@@ -219,6 +230,7 @@ def _adls(properties: Properties) -> AbstractFileSystem:
     "abfss": _adls,
     "gs": _gs,
     "gcs": _gs,
+    "hf": _hf,
 }
 
 
diff --git a/pyproject.toml b/pyproject.toml
index 3116214f71..527f59c86e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -76,6 +76,7 @@ boto3 = { version = ">=1.24.59", optional = true }
 s3fs = { version = ">=2023.1.0", optional = true }
 adlfs = { version = ">=2023.1.0", optional = true }
 gcsfs = { version = ">=2023.1.0", optional = true }
+huggingface-hub = { version = ">=0.24.0", optional = true }
 psycopg2-binary = { version = ">=2.9.6", optional = true }
 sqlalchemy = { version = "^2.0.18", optional = true }
 getdaft = { version = ">=0.2.12", optional = true }
@@ -306,6 +307,7 @@ sql-postgres = ["sqlalchemy", "psycopg2-binary"]
 sql-sqlite = ["sqlalchemy"]
 gcsfs = ["gcsfs"]
 rest-sigv4 = ["boto3"]
+hf = ["huggingface-hub"]
 pyiceberg-core = ["pyiceberg-core"]
 
 [tool.pytest.ini_options]
@@ -427,6 +429,10 @@ ignore_missing_imports = true
 module = "gcsfs.*"
 ignore_missing_imports = true
 
+[[tool.mypy.overrides]]
+module = "huggingface_hub.*"
+ignore_missing_imports = true
+
 [[tool.mypy.overrides]]
 module = "packaging.*"
 ignore_missing_imports = true

From 382c2531c8c6745476d590f89ff8039221cac7b6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sun, 18 May 2025 08:03:34 +0200
Subject: [PATCH 174/357] Build: Bump flask-cors from 5.0.1 to 6.0.0 (#2012)

---
 poetry.lock | 36 ++++++++++++++++++------------------
 1 file changed, 18 insertions(+), 18 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 4b08064b92..1ffd50b9a5 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -58,7 +58,7 @@ description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -71,7 +71,7 @@ description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "aiohttp-3.11.14-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e2bc827c01f75803de77b134afdbf74fa74b62970eafdf190f3244931d7a5c0d"},
     {file = "aiohttp-3.11.14-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e365034c5cf6cf74f57420b57682ea79e19eb29033399dd3f40de4d0171998fa"},
@@ -196,7 +196,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -248,7 +248,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version <= \"3.10\""
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version <= \"3.10\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -265,7 +265,7 @@ files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
-markers = {main = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"}
+markers = {main = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"}
 
 [package.extras]
 benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
@@ -467,7 +467,7 @@ files = [
     {file = "boto3-1.37.3-py3-none-any.whl", hash = "sha256:2063b40af99fd02f6228ff52397b552ff3353831edaf8d25cc04801827ab9794"},
     {file = "boto3-1.37.3.tar.gz", hash = "sha256:21f3ce0ef111297e63a6eb998a25197b8c10982970c320d4c6e8db08be2157be"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.37.3,<1.38.0"
@@ -488,7 +488,7 @@ files = [
     {file = "botocore-1.37.3-py3-none-any.whl", hash = "sha256:d01bd3bf4c80e61fa88d636ad9f5c9f60a551d71549b481386c6b4efe0bb2b2e"},
     {file = "botocore-1.37.3.tar.gz", hash = "sha256:fe8403eb55a88faf9b0f9da6615e5bee7be056d75e17af66c3c8f0a3b0648da4"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -1421,14 +1421,14 @@ dotenv = ["python-dotenv"]
 
 [[package]]
 name = "flask-cors"
-version = "5.0.1"
+version = "6.0.0"
 description = "A Flask extension simplifying CORS support"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["dev"]
 files = [
-    {file = "flask_cors-5.0.1-py3-none-any.whl", hash = "sha256:fa5cb364ead54bbf401a26dbf03030c6b18fb2fcaf70408096a572b409586b0c"},
-    {file = "flask_cors-5.0.1.tar.gz", hash = "sha256:6ccb38d16d6b72bbc156c1c3f192bc435bfcc3c2bc864b2df1eb9b2d97b2403c"},
+    {file = "flask_cors-6.0.0-py3-none-any.whl", hash = "sha256:6332073356452343a8ccddbfec7befdc3fdd040141fe776ec9b94c262f058657"},
+    {file = "flask_cors-6.0.0.tar.gz", hash = "sha256:4592c1570246bf7beee96b74bc0adbbfcb1b0318f6ba05c412e8909eceec3393"},
 ]
 
 [package.dependencies]
@@ -1442,7 +1442,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
 files = [
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5b6a66c18b5b9dd261ca98dffcb826a525334b2f29e7caa54e182255c5f6a65a"},
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d1b3eb7b05ea246510b43a7e53ed1653e55c2121019a97e60cad7efb881a97bb"},
@@ -2195,7 +2195,7 @@ files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [[package]]
 name = "joserfc"
@@ -3013,7 +3013,7 @@ description = "multidict implementation"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "multidict-6.2.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b9f6392d98c0bd70676ae41474e2eecf4c7150cb419237a41f8f96043fcb81d1"},
     {file = "multidict-6.2.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3501621d5e86f1a88521ea65d5cad0a0834c77b26f193747615b7c911e5422d2"},
@@ -3607,7 +3607,7 @@ description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "propcache-0.3.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:f27785888d2fdd918bc36de8b8739f2d6c791399552333721b58193f68ea3e98"},
     {file = "propcache-0.3.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d4e89cde74154c7b5957f87a355bb9c8ec929c167b59c83d90654ea36aeb6180"},
@@ -3934,7 +3934,7 @@ files = [
     {file = "pyarrow-20.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:9965a050048ab02409fb7cbbefeedba04d3d67f2cc899eff505cc084345959ca"},
     {file = "pyarrow-20.0.0.tar.gz", hash = "sha256:febc4a913592573c8d5805091a6c2b5064c8bd6e002131f01061797d91c783c1"},
 ]
-markers = {main = "extra == \"pyarrow\" or extra == \"pandas\" or extra == \"duckdb\" or extra == \"ray\" or extra == \"daft\""}
+markers = {main = "extra == \"daft\" or extra == \"duckdb\" or extra == \"pandas\" or extra == \"pyarrow\" or extra == \"ray\""}
 
 [package.extras]
 test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
@@ -5044,7 +5044,7 @@ files = [
     {file = "s3transfer-0.11.3-py3-none-any.whl", hash = "sha256:ca855bdeb885174b5ffa95b9913622459d4ad8e331fc98eb01e6d5eb6a30655d"},
     {file = "s3transfer-0.11.3.tar.gz", hash = "sha256:edae4977e3a122445660c7c114bba949f9d191bae3b34a096f18a1c8c354527a"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.36.0,<2.0a.0"
@@ -5480,7 +5480,7 @@ description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"hf\" or extra == \"daft\""
+markers = "extra == \"daft\" or extra == \"hf\""
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -5780,7 +5780,7 @@ description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7df647e8edd71f000a5208fe6ff8c382a1de8edfbccdbbfe649d263de07d8c34"},
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c69697d3adff5aa4f874b19c0e4ed65180ceed6318ec856ebc423aa5850d84f7"},

From b9bfbb85b5d7cbc0e970cfaf2c496c7b7f3c3785 Mon Sep 17 00:00:00 2001
From: Victor <victorsilva223@gmail.com>
Date: Mon, 19 May 2025 22:00:45 +0200
Subject: [PATCH 175/357] Add ADLFS property `adls.account-host` (#2016)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
Closes #2015

# Rationale for this change
Enable the input of the ADLFS option `account_host` via the properties
option `adls.account-host`

# Are these changes tested?
Yes

# Are there any user-facing changes?
The option is now available :)
---
 mkdocs/docs/configuration.md | 1 +
 pyiceberg/io/__init__.py     | 3 ++-
 pyiceberg/io/fsspec.py       | 6 ++++--
 3 files changed, 7 insertions(+), 3 deletions(-)

diff --git a/mkdocs/docs/configuration.md b/mkdocs/docs/configuration.md
index c91ef42e60..4cc38db5dc 100644
--- a/mkdocs/docs/configuration.md
+++ b/mkdocs/docs/configuration.md
@@ -155,6 +155,7 @@ For the FileIO there are several configuration options available:
 | adls.tenant-id         | ad667be4-b811-11ed-afa1-0242ac120002                                                      | The tenant-id                                                                                                                                                                                                                                                                          |
 | adls.client-id         | ad667be4-b811-11ed-afa1-0242ac120002                                                      | The client-id                                                                                                                                                                                                                                                                          |
 | adls.client-secret     | oCA3R6P\*ka#oa1Sms2J74z...                                                                | The client-secret                                                                                                                                                                                                                                                                      |
+| adls.account-host      | accountname1.blob.core.windows.net                                                        | The storage account host. See [AzureBlobFileSystem](https://github.com/fsspec/adlfs/blob/adb9c53b74a0d420625b86dd00fbe615b43201d2/adlfs/spec.py#L125) for reference                                                                                                                   |
 
 <!-- markdown-link-check-enable-->
 
diff --git a/pyiceberg/io/__init__.py b/pyiceberg/io/__init__.py
index 5e5c7e2c7c..b6fa934fdd 100644
--- a/pyiceberg/io/__init__.py
+++ b/pyiceberg/io/__init__.py
@@ -80,7 +80,8 @@
 ADLS_SAS_TOKEN = "adls.sas-token"
 ADLS_TENANT_ID = "adls.tenant-id"
 ADLS_CLIENT_ID = "adls.client-id"
-ADLS_ClIENT_SECRET = "adls.client-secret"
+ADLS_CLIENT_SECRET = "adls.client-secret"
+ADLS_ACCOUNT_HOST = "adls.account-host"
 GCS_TOKEN = "gcs.oauth2.token"
 GCS_TOKEN_EXPIRES_AT_MS = "gcs.oauth2.token-expires-at"
 GCS_PROJECT_ID = "gcs.project-id"
diff --git a/pyiceberg/io/fsspec.py b/pyiceberg/io/fsspec.py
index c0b019dfc5..1cba30a038 100644
--- a/pyiceberg/io/fsspec.py
+++ b/pyiceberg/io/fsspec.py
@@ -39,9 +39,11 @@
 from pyiceberg.catalog import TOKEN
 from pyiceberg.exceptions import SignError
 from pyiceberg.io import (
+    ADLS_ACCOUNT_HOST,
     ADLS_ACCOUNT_KEY,
     ADLS_ACCOUNT_NAME,
     ADLS_CLIENT_ID,
+    ADLS_CLIENT_SECRET,
     ADLS_CONNECTION_STRING,
     ADLS_SAS_TOKEN,
     ADLS_TENANT_ID,
@@ -73,7 +75,6 @@
     S3_SIGNER_ENDPOINT,
     S3_SIGNER_ENDPOINT_DEFAULT,
     S3_SIGNER_URI,
-    ADLS_ClIENT_SECRET,
     FileIO,
     InputFile,
     InputStream,
@@ -207,7 +208,8 @@ def _adls(properties: Properties) -> AbstractFileSystem:
         sas_token=properties.get(ADLS_SAS_TOKEN),
         tenant_id=properties.get(ADLS_TENANT_ID),
         client_id=properties.get(ADLS_CLIENT_ID),
-        client_secret=properties.get(ADLS_ClIENT_SECRET),
+        client_secret=properties.get(ADLS_CLIENT_SECRET),
+        account_host=properties.get(ADLS_ACCOUNT_HOST),
     )
 
 

From 875d3970692e8bb2e31c8693bef466a4d5067d6d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 20 May 2025 21:10:37 +0200
Subject: [PATCH 176/357] Build: Bump setuptools from 78.1.0 to 78.1.1 (#2027)

---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 1ffd50b9a5..b4460924cc 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -5054,14 +5054,14 @@ crt = ["botocore[crt] (>=1.36.0,<2.0a.0)"]
 
 [[package]]
 name = "setuptools"
-version = "78.1.0"
+version = "78.1.1"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "setuptools-78.1.0-py3-none-any.whl", hash = "sha256:3e386e96793c8702ae83d17b853fb93d3e09ef82ec62722e61da5cd22376dcd8"},
-    {file = "setuptools-78.1.0.tar.gz", hash = "sha256:18fd474d4a82a5f83dac888df697af65afa82dec7323d09c3e37d1f14288da54"},
+    {file = "setuptools-78.1.1-py3-none-any.whl", hash = "sha256:c3a9c4211ff4c309edb8b8c4f1cbfa7ae324c4ba9f91ff254e3d305b9fd54561"},
+    {file = "setuptools-78.1.1.tar.gz", hash = "sha256:fcc17fd9cd898242f6b4adfaca46137a9edef687f43e6f78469692a5e70d851d"},
 ]
 
 [package.extras]

From a90837a4a2b3b453f6f44e71ea3b387fb3e875bb Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 20 May 2025 21:13:30 +0200
Subject: [PATCH 177/357] Build: Bump fastavro from 1.10.0 to 1.11.1 (#2026)

---
 poetry.lock    | 71 +++++++++++++++++++++++++++-----------------------
 pyproject.toml |  2 +-
 2 files changed, 39 insertions(+), 34 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index b4460924cc..f2d0d8860b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1331,43 +1331,48 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "fastavro"
-version = "1.10.0"
+version = "1.11.1"
 description = "Fast read/write of AVRO files"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "fastavro-1.10.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:1a9fe0672d2caf0fe54e3be659b13de3cad25a267f2073d6f4b9f8862acc31eb"},
-    {file = "fastavro-1.10.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:86dd0410770e0c99363788f0584523709d85e57bb457372ec5c285a482c17fe6"},
-    {file = "fastavro-1.10.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:190e80dc7d77d03a6a8597a026146b32a0bbe45e3487ab4904dc8c1bebecb26d"},
-    {file = "fastavro-1.10.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:bf570d63be9155c3fdc415f60a49c171548334b70fff0679a184b69c29b6bc61"},
-    {file = "fastavro-1.10.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:e07abb6798e95dccecaec316265e35a018b523d1f3944ad396d0a93cb95e0a08"},
-    {file = "fastavro-1.10.0-cp310-cp310-win_amd64.whl", hash = "sha256:37203097ed11d0b8fd3c004904748777d730cafd26e278167ea602eebdef8eb2"},
-    {file = "fastavro-1.10.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:d183c075f527ab695a27ae75f210d4a86bce660cda2f85ae84d5606efc15ef50"},
-    {file = "fastavro-1.10.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d7a95a2c0639bffd7c079b59e9a796bfc3a9acd78acff7088f7c54ade24e4a77"},
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 ]
 
 [package.extras]
@@ -6031,4 +6036,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "c0afe28336cc5f75e725f3e79febe3058c1a453a61745647b9a81b49a2e2bf71"
+content-hash = "2fbf25e57ee037313612299fad870d31d1e1244f23810e34e04076c55f016031"
diff --git a/pyproject.toml b/pyproject.toml
index 527f59c86e..ba9b67d3df 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -91,7 +91,7 @@ pytest = "7.4.4"
 pytest-checkdocs = "2.13.0"
 pytest-lazy-fixture = "0.6.3"
 pre-commit = "4.2.0"
-fastavro = "1.10.0"
+fastavro = "1.11.1"
 coverage = { version = "^7.4.2", extras = ["toml"] }
 requests-mock = "1.12.1"
 moto = { version = "^5.0.2", extras = ["server"] }

From c9e57240029c7d303d994a68c6aa8bb3010d6f08 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 20 May 2025 21:13:52 +0200
Subject: [PATCH 178/357] Build: Bump sqlalchemy from 2.0.40 to 2.0.41 (#2025)

---
 poetry.lock | 116 ++++++++++++++++++++++++++--------------------------
 1 file changed, 58 insertions(+), 58 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index f2d0d8860b..cce665341f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -5253,70 +5253,70 @@ test = ["pytest"]
 
 [[package]]
 name = "sqlalchemy"
-version = "2.0.40"
+version = "2.0.41"
 description = "Database Abstraction Library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"sql-postgres\" or extra == \"sql-sqlite\""
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 ]
 
 [package.dependencies]

From 45adb787c4674612fd31c85d403b66018140e7df Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 20 May 2025 21:14:19 +0200
Subject: [PATCH 179/357] Build: Bump getdaft from 0.4.14 to 0.4.15 (#2023)

---
 poetry.lock | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index cce665341f..7bed537138 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1611,19 +1611,19 @@ gcsfuse = ["fusepy"]
 
 [[package]]
 name = "getdaft"
-version = "0.4.14"
+version = "0.4.15"
 description = "Distributed Dataframes for Multimodal Data"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"daft\""
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-    {file = "getdaft-0.4.14-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:9570b409adcb7a866d24ae785d73c2b60cc6febf880d7b2e789a22c6bbe9372c"},
-    {file = "getdaft-0.4.14-cp39-abi3-manylinux_2_24_x86_64.whl", hash = "sha256:9c2f8d53b4c89fb793eb9f1f170b3d7d579651e0e7991ee60a65e728c182001c"},
-    {file = "getdaft-0.4.14-cp39-abi3-win_amd64.whl", hash = "sha256:cfbd0e758d76bb76a4960295817c805fbfba96de27a5cc621cd0df143051e495"},
-    {file = "getdaft-0.4.14.tar.gz", hash = "sha256:4309fc33b0ac4fd1b02cdd718a583c51a46ef1c79ecacf4ae4fa18e9d3c0b211"},
+    {file = "getdaft-0.4.15-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:e77e7ca398cd87c60f2acb4a7b094859fe48dc3577b103bc86d7a69a79641cc8"},
+    {file = "getdaft-0.4.15-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:ef1e63ff3197fc677375eb538d8965900fe0dd78288e5c600503e8745f6149cc"},
+    {file = "getdaft-0.4.15-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:e4b24ef9bba477dcc86e0ae1c60c3b9a42ac769684b13bf5bddff33b55ba0bcb"},
+    {file = "getdaft-0.4.15-cp39-abi3-manylinux_2_24_x86_64.whl", hash = "sha256:d61b565b669ba80d16fa234e8aade0ccb3d6a2a728a85c3d55e800137d2e7c74"},
+    {file = "getdaft-0.4.15-cp39-abi3-win_amd64.whl", hash = "sha256:972dcdf995d37650854d7ab31d03b9bc99492ce4c3d69199490ffe01a9766272"},
+    {file = "getdaft-0.4.15.tar.gz", hash = "sha256:2d6f6e8945a0c49ec65129ac3b7db2b070b575c55470f11322d0d01a5af668ab"},
 ]
 
 [package.dependencies]

From 01ea0630a92cda2d973264fec25066100c5ce0c6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 20 May 2025 21:14:42 +0200
Subject: [PATCH 180/357] Build: Bump mypy-boto3-glue from 1.38.12 to 1.38.18
 (#2021)

---
 poetry.lock | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 7bed537138..8ae177ed91 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3119,15 +3119,15 @@ typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "mypy-boto3-glue"
-version = "1.38.12"
-description = "Type annotations for boto3 Glue 1.38.12 service generated with mypy-boto3-builder 8.11.0"
+version = "1.38.18"
+description = "Type annotations for boto3 Glue 1.38.18 service generated with mypy-boto3-builder 8.11.0"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"glue\""
 files = [
-    {file = "mypy_boto3_glue-1.38.12-py3-none-any.whl", hash = "sha256:2fd93c0c941f5a603e6fba7c60d277053bf68a72df8e6e6532addef61267f892"},
-    {file = "mypy_boto3_glue-1.38.12.tar.gz", hash = "sha256:d0c709de2f23b6a9277ec03bb0df4fefe20e32a6c748531049c17d8349bc5a09"},
+    {file = "mypy_boto3_glue-1.38.18-py3-none-any.whl", hash = "sha256:0ae0a50972f0850ed7c2db3b566cc854c173f793f95c0918e937c413b6dc83a6"},
+    {file = "mypy_boto3_glue-1.38.18.tar.gz", hash = "sha256:8aa08d222ae7d361a5d28416d34c4ac70a7edf2385ac65e992c9081f80b99e3b"},
 ]
 
 [package.dependencies]

From d7f9003aec11a5babba8ccef683d111912e8099b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 20 May 2025 21:15:18 +0200
Subject: [PATCH 181/357] Build: Bump huggingface-hub from 0.31.2 to 0.31.4
 (#2020)

---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 8ae177ed91..359da4a611 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1991,15 +1991,15 @@ colorama = ">=0.4"
 
 [[package]]
 name = "huggingface-hub"
-version = "0.31.2"
+version = "0.31.4"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = true
 python-versions = ">=3.8.0"
 groups = ["main"]
 markers = "extra == \"hf\""
 files = [
-    {file = "huggingface_hub-0.31.2-py3-none-any.whl", hash = "sha256:8138cd52aa2326b4429bb00a4a1ba8538346b7b8a808cdce30acb6f1f1bdaeec"},
-    {file = "huggingface_hub-0.31.2.tar.gz", hash = "sha256:7053561376ed7f6ffdaecf09cc54d70dc784ac6315fa4bb9b93e19662b029675"},
+    {file = "huggingface_hub-0.31.4-py3-none-any.whl", hash = "sha256:4f70704760296cc69b612916056e9845f5490a33782b924fc531767967acc15d"},
+    {file = "huggingface_hub-0.31.4.tar.gz", hash = "sha256:5a7bc710b9f9c028aee5b1476867b4ec5c1b92f043cb364d5fdc54354757e4ce"},
 ]
 
 [package.dependencies]

From 6fefb67c90086e3c74efe5d4fce226252b250c91 Mon Sep 17 00:00:00 2001
From: Jayce Slesar <47452474+jayceslesar@users.noreply.github.com>
Date: Tue, 20 May 2025 15:39:22 -0400
Subject: [PATCH 182/357] feat: `validate_deleted_data_files` (#1938)

Closes #1928

# Rationale for this change
Add `validate_deleted_data_files` which depends on #1935

# Are these changes tested?
Added a test!

# References

Java `deletedDataFiles` impl:

https://github.com/apache/iceberg/blob/3a29199e73f2e9ae0f8f92a1a0732a338c66aa0d/core/src/main/java/org/apache/iceberg/MergingSnapshotProducer.java#L678

Java `ManifestGroup.entries` impl:

https://github.com/apache/iceberg/blob/3a29199e73f2e9ae0f8f92a1a0732a338c66aa0d/core/src/main/java/org/apache/iceberg/ManifestGroup.java#L242

---------

Co-authored-by: Fokko Driesprong <fokko@apache.org>
---
 pyiceberg/table/update/validate.py | 83 +++++++++++++++++++++++++++-
 tests/table/test_validate.py       | 87 ++++++++++++++++++++++++++++--
 2 files changed, 166 insertions(+), 4 deletions(-)

diff --git a/pyiceberg/table/update/validate.py b/pyiceberg/table/update/validate.py
index 93cf12d669..55c34676e3 100644
--- a/pyiceberg/table/update/validate.py
+++ b/pyiceberg/table/update/validate.py
@@ -14,11 +14,17 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
+from typing import Iterator, Optional
 
 from pyiceberg.exceptions import ValidationException
-from pyiceberg.manifest import ManifestContent, ManifestFile
+from pyiceberg.expressions import BooleanExpression
+from pyiceberg.expressions.visitors import ROWS_CANNOT_MATCH, _InclusiveMetricsEvaluator
+from pyiceberg.manifest import ManifestContent, ManifestEntry, ManifestEntryStatus, ManifestFile
 from pyiceberg.table import Table
 from pyiceberg.table.snapshots import Operation, Snapshot, ancestors_between
+from pyiceberg.typedef import Record
+
+VALIDATE_DATA_FILES_EXIST_OPERATIONS = {Operation.OVERWRITE, Operation.REPLACE, Operation.DELETE}
 
 
 def validation_history(
@@ -69,3 +75,78 @@ def validation_history(
         raise ValidationException("No matching snapshot found.")
 
     return manifests_files, snapshots
+
+
+def _deleted_data_files(
+    table: Table,
+    starting_snapshot: Snapshot,
+    data_filter: Optional[BooleanExpression],
+    partition_set: Optional[dict[int, set[Record]]],
+    parent_snapshot: Optional[Snapshot],
+) -> Iterator[ManifestEntry]:
+    """Find deleted data files matching a filter since a starting snapshot.
+
+    Args:
+        table: Table to validate
+        starting_snapshot: Snapshot current at the start of the operation
+        data_filter: Expression used to find deleted data files
+        partition_set: dict of {spec_id: set[partition]} to filter on
+        parent_snapshot: Ending snapshot on the branch being validated
+
+    Returns:
+        List of conflicting manifest-entries
+    """
+    # if there is no current table state, no files have been deleted
+    if parent_snapshot is None:
+        return
+
+    manifests, snapshot_ids = validation_history(
+        table,
+        parent_snapshot,
+        starting_snapshot,
+        VALIDATE_DATA_FILES_EXIST_OPERATIONS,
+        ManifestContent.DATA,
+    )
+
+    if data_filter is not None:
+        evaluator = _InclusiveMetricsEvaluator(table.schema(), data_filter).eval
+
+    for manifest in manifests:
+        for entry in manifest.fetch_manifest_entry(table.io, discard_deleted=False):
+            if entry.snapshot_id not in snapshot_ids:
+                continue
+
+            if entry.status != ManifestEntryStatus.DELETED:
+                continue
+
+            if data_filter is not None and evaluator(entry.data_file) is ROWS_CANNOT_MATCH:
+                continue
+
+            if partition_set is not None:
+                spec_id = entry.data_file.spec_id
+                partition = entry.data_file.partition
+                if spec_id not in partition_set or partition not in partition_set[spec_id]:
+                    continue
+
+            yield entry
+
+
+def _validate_deleted_data_files(
+    table: Table,
+    starting_snapshot: Snapshot,
+    data_filter: Optional[BooleanExpression],
+    parent_snapshot: Snapshot,
+) -> None:
+    """Validate that no files matching a filter have been deleted from the table since a starting snapshot.
+
+    Args:
+        table: Table to validate
+        starting_snapshot: Snapshot current at the start of the operation
+        data_filter: Expression used to find deleted data files
+        parent_snapshot: Ending snapshot on the branch being validated
+
+    """
+    conflicting_entries = _deleted_data_files(table, starting_snapshot, data_filter, None, parent_snapshot)
+    if any(conflicting_entries):
+        conflicting_snapshots = {entry.snapshot_id for entry in conflicting_entries}
+        raise ValidationException(f"Deleted data files were found matching the filter for snapshots {conflicting_snapshots}!")
diff --git a/tests/table/test_validate.py b/tests/table/test_validate.py
index ca7f83badd..74a0b59566 100644
--- a/tests/table/test_validate.py
+++ b/tests/table/test_validate.py
@@ -22,10 +22,10 @@
 
 from pyiceberg.exceptions import ValidationException
 from pyiceberg.io import FileIO
-from pyiceberg.manifest import ManifestContent, ManifestFile
+from pyiceberg.manifest import ManifestContent, ManifestEntry, ManifestEntryStatus, ManifestFile
 from pyiceberg.table import Table
-from pyiceberg.table.snapshots import Operation, Snapshot
-from pyiceberg.table.update.validate import validation_history
+from pyiceberg.table.snapshots import Operation, Snapshot, Summary
+from pyiceberg.table.update.validate import _deleted_data_files, _validate_deleted_data_files, validation_history
 
 
 @pytest.fixture
@@ -136,3 +136,84 @@ def mock_read_manifest_side_effect(self: Snapshot, io: FileIO) -> list[ManifestF
                     {Operation.APPEND},
                     ManifestContent.DATA,
                 )
+
+
+def test_deleted_data_files(
+    table_v2_with_extensive_snapshots_and_manifests: tuple[Table, dict[int, list[ManifestFile]]],
+) -> None:
+    table, mock_manifests = table_v2_with_extensive_snapshots_and_manifests
+
+    oldest_snapshot = table.snapshots()[0]
+    newest_snapshot = cast(Snapshot, table.current_snapshot())
+
+    def mock_read_manifest_side_effect(self: Snapshot, io: FileIO) -> list[ManifestFile]:
+        """Mock the manifests method to use the snapshot_id for lookup."""
+        snapshot_id = self.snapshot_id
+        if snapshot_id in mock_manifests:
+            return mock_manifests[snapshot_id]
+        return []
+
+    # every snapshot is an append, so we should get nothing!
+    with patch("pyiceberg.table.snapshots.Snapshot.manifests", new=mock_read_manifest_side_effect):
+        result = list(
+            _deleted_data_files(
+                table=table,
+                starting_snapshot=newest_snapshot,
+                data_filter=None,
+                parent_snapshot=oldest_snapshot,
+                partition_set=None,
+            )
+        )
+
+        assert result == []
+
+    # modify second to last snapshot to be a delete
+    snapshots = table.snapshots()
+    altered_snapshot = snapshots[-2]
+    altered_snapshot = altered_snapshot.model_copy(update={"summary": Summary(operation=Operation.DELETE)})
+    snapshots[-2] = altered_snapshot
+
+    table.metadata = table.metadata.model_copy(
+        update={"snapshots": snapshots},
+    )
+
+    my_entry = ManifestEntry.from_args(
+        status=ManifestEntryStatus.DELETED,
+        snapshot_id=altered_snapshot.snapshot_id,
+    )
+
+    with (
+        patch("pyiceberg.table.snapshots.Snapshot.manifests", new=mock_read_manifest_side_effect),
+        patch("pyiceberg.manifest.ManifestFile.fetch_manifest_entry", return_value=[my_entry]),
+    ):
+        result = list(
+            _deleted_data_files(
+                table=table,
+                starting_snapshot=newest_snapshot,
+                data_filter=None,
+                parent_snapshot=oldest_snapshot,
+                partition_set=None,
+            )
+        )
+
+        assert result == [my_entry]
+
+
+def test_validate_deleted_data_files_raises_on_conflict(
+    table_v2_with_extensive_snapshots_and_manifests: tuple[Table, dict[int, list[ManifestFile]]],
+) -> None:
+    table, _ = table_v2_with_extensive_snapshots_and_manifests
+    oldest_snapshot = table.snapshots()[0]
+    newest_snapshot = cast(Snapshot, table.current_snapshot())
+
+    class DummyEntry:
+        snapshot_id = 123
+
+    with patch("pyiceberg.table.update.validate._deleted_data_files", return_value=[DummyEntry()]):
+        with pytest.raises(ValidationException):
+            _validate_deleted_data_files(
+                table=table,
+                starting_snapshot=newest_snapshot,
+                data_filter=None,
+                parent_snapshot=oldest_snapshot,
+            )

From e941b309e47b560a8d5a6ccb40172392fac62d5e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 20 May 2025 21:50:46 +0200
Subject: [PATCH 183/357] Build: Bump mkdocs-material from 9.6.13 to 9.6.14
 (#2024)

---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 359da4a611..1201a26214 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2620,14 +2620,14 @@ mkdocs = ">=1.4.1"
 
 [[package]]
 name = "mkdocs-material"
-version = "9.6.13"
+version = "9.6.14"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
 groups = ["docs"]
 files = [
-    {file = "mkdocs_material-9.6.13-py3-none-any.whl", hash = "sha256:3730730314e065f422cc04eacbc8c6084530de90f4654a1482472283a38e30d3"},
-    {file = "mkdocs_material-9.6.13.tar.gz", hash = "sha256:7bde7ebf33cfd687c1c86c08ed8f6470d9a5ba737bd89e7b3e5d9f94f8c72c16"},
+    {file = "mkdocs_material-9.6.14-py3-none-any.whl", hash = "sha256:3b9cee6d3688551bf7a8e8f41afda97a3c39a12f0325436d76c86706114b721b"},
+    {file = "mkdocs_material-9.6.14.tar.gz", hash = "sha256:39d795e90dce6b531387c255bd07e866e027828b7346d3eba5ac3de265053754"},
 ]
 
 [package.dependencies]
@@ -6036,4 +6036,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "2fbf25e57ee037313612299fad870d31d1e1244f23810e34e04076c55f016031"
+content-hash = "b6cf3047d966550b8c57aa92cff5ba153581d1a06a410bf33b9b9149139b2485"
diff --git a/pyproject.toml b/pyproject.toml
index ba9b67d3df..c6016728d0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -113,7 +113,7 @@ mkdocstrings-python = "1.16.10"
 mkdocs-literate-nav = "0.6.2"
 mkdocs-autorefs = "1.4.1"
 mkdocs-gen-files = "0.5.0"
-mkdocs-material = "9.6.13"
+mkdocs-material = "9.6.14"
 mkdocs-material-extensions = "1.3.1"
 mkdocs-section-index = "0.3.10"
 

From abdfd8645e576b922795f1291b423fb98d1bbcf6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 20 May 2025 22:20:05 +0200
Subject: [PATCH 184/357] Build: Bump cython from 3.0.12 to 3.1.1 (#2022)

---
 poetry.lock    | 132 ++++++++++++++++++++++++-------------------------
 pyproject.toml |   2 +-
 2 files changed, 66 insertions(+), 68 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 1201a26214..aa091215e9 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1046,76 +1046,74 @@ test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "cython"
-version = "3.0.12"
+version = "3.1.1"
 description = "The Cython compiler for writing C extensions in the Python language."
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
+python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "Cython-3.0.12-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ba67eee9413b66dd9fbacd33f0bc2e028a2a120991d77b5fd4b19d0b1e4039b9"},
-    {file = "Cython-3.0.12-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bee2717e5b5f7d966d0c6e27d2efe3698c357aa4d61bb3201997c7a4f9fe485a"},
-    {file = "Cython-3.0.12-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7cffc3464f641c8d0dda942c7c53015291beea11ec4d32421bed2f13b386b819"},
-    {file = "Cython-3.0.12-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:d3a8f81980ffbd74e52f9186d8f1654e347d0c44bfea6b5997028977f481a179"},
-    {file = "Cython-3.0.12-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:8d32856716c369d01f2385ad9177cdd1a11079ac89ea0932dc4882de1aa19174"},
-    {file = "Cython-3.0.12-cp310-cp310-win32.whl", hash = "sha256:712c3f31adec140dc60d064a7f84741f50e2c25a8edd7ae746d5eb4d3ef7072a"},
-    {file = "Cython-3.0.12-cp310-cp310-win_amd64.whl", hash = "sha256:d6945694c5b9170cfbd5f2c0d00ef7487a2de7aba83713a64ee4ebce7fad9e05"},
-    {file = "Cython-3.0.12-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:feb86122a823937cc06e4c029d80ff69f082ebb0b959ab52a5af6cdd271c5dc3"},
-    {file = "Cython-3.0.12-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dfdbea486e702c328338314adb8e80f5f9741f06a0ae83aaec7463bc166d12e8"},
-    {file = "Cython-3.0.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:563de1728c8e48869d2380a1b76bbc1b1b1d01aba948480d68c1d05e52d20c92"},
-    {file = "Cython-3.0.12-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:398d4576c1e1f6316282aa0b4a55139254fbed965cba7813e6d9900d3092b128"},
-    {file = "Cython-3.0.12-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1e5eadef80143026944ea8f9904715a008f5108d1d644a89f63094cc37351e73"},
-    {file = "Cython-3.0.12-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:5a93cbda00a5451175b97dea5a9440a3fcee9e54b4cba7a7dbcba9a764b22aec"},
-    {file = "Cython-3.0.12-cp311-cp311-win32.whl", hash = "sha256:3109e1d44425a2639e9a677b66cd7711721a5b606b65867cb2d8ef7a97e2237b"},
-    {file = "Cython-3.0.12-cp311-cp311-win_amd64.whl", hash = "sha256:d4b70fc339adba1e2111b074ee6119fe9fd6072c957d8597bce9a0dd1c3c6784"},
-    {file = "Cython-3.0.12-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:fe030d4a00afb2844f5f70896b7f2a1a0d7da09bf3aa3d884cbe5f73fff5d310"},
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+    {file = "cython-3.1.1-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:7e5cad896af896482240979b996bf4136b0d18dc40c56c72c5641bf0ea085dfb"},
+    {file = "cython-3.1.1-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:16d9870654946375b28280371d370d541641d1071da123d0d64d2c7ebba0cc56"},
+    {file = "cython-3.1.1-cp38-cp38-win32.whl", hash = "sha256:8aaa29e763adf3496ab9d371e3caed8da5d3ce5ff8fb57433e2a2f2b5036e5c8"},
+    {file = "cython-3.1.1-cp38-cp38-win_amd64.whl", hash = "sha256:011cdcbf7725f0cfc1abc55ec83d326e788050711272131daf3cc24a19c34bb2"},
+    {file = "cython-3.1.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:40f50b07c479eaf33981d81cad274c68cf9fb81dbe79cbf991f59491c88a4705"},
+    {file = "cython-3.1.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:a92f6bd395eadea6eed722a8188d3bdd49db1c9fa3c38710456d6148ab71bad7"},
+    {file = "cython-3.1.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:268420b92307ae6c5a16e3cf0e2ba1ae3c861650e992893922a0ce08db07cfdb"},
+    {file = "cython-3.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a19188ecd385cdc649e3fec370f38d5fd7f1651aeed0b3fb403180f38fc88e8a"},
+    {file = "cython-3.1.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7fff6526bb6f4eea615663117b86de6ede0d17c477b600d3d8302be3502bd3c3"},
+    {file = "cython-3.1.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:3192a61c2a532d3faccdff508bc8427de9530b587888218bfc0226eb33a84e11"},
+    {file = "cython-3.1.1-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:56c6768a6f601f93daab7c2487f9f110548a896a91e00a6e119445ada2575323"},
+    {file = "cython-3.1.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:50ad80e2f438e9127a87c10927e6ac16a987df39c248b19ab2cd31330129be3c"},
+    {file = "cython-3.1.1-cp39-cp39-win32.whl", hash = "sha256:b194a65a0fd91f305d2d1e7010f44111774a28533e1e44dd2a76e7de81a219b9"},
+    {file = "cython-3.1.1-cp39-cp39-win_amd64.whl", hash = "sha256:c8b8be01fd40b3e38a76c60a524f956548a3a7566e5530a833a48a695f3d6c12"},
+    {file = "cython-3.1.1-py3-none-any.whl", hash = "sha256:07621e044f332d18139df2ccfcc930151fd323c2f61a58c82f304cffc9eb5280"},
+    {file = "cython-3.1.1.tar.gz", hash = "sha256:505ccd413669d5132a53834d792c707974248088c4f60c497deb1b416e366397"},
 ]
 
 [[package]]
@@ -6036,4 +6034,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "b6cf3047d966550b8c57aa92cff5ba153581d1a06a410bf33b9b9149139b2485"
+content-hash = "63ecf3d6af1613a8b7dd034d4db07f2a75730558674edb7cb960adc4fb7e9480"
diff --git a/pyproject.toml b/pyproject.toml
index c6016728d0..b3cf089db3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -98,7 +98,7 @@ moto = { version = "^5.0.2", extras = ["server"] }
 typing-extensions = "4.13.2"
 pytest-mock = "3.14.0"
 pyspark = "3.5.5"
-cython = "3.0.12"
+cython = "3.1.1"
 deptry = ">=0.14,<0.24"
 datafusion = ">=44,<47"
 docutils = "!=0.21.post1"   # https://github.com/python-poetry/poetry/issues/9248#issuecomment-2026240520

From 9277b17c2dd87a1b64113207bbfe6bfc1e560b25 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Tue, 27 May 2025 22:19:09 +0200
Subject: [PATCH 185/357] Fix the CI (#2049)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 dev/docker-compose-integration.yml | 2 +-
 dev/docker-compose.yml             | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/dev/docker-compose-integration.yml b/dev/docker-compose-integration.yml
index cdae1f6695..500a042e16 100644
--- a/dev/docker-compose-integration.yml
+++ b/dev/docker-compose-integration.yml
@@ -81,7 +81,7 @@ services:
       - AWS_REGION=us-east-1
     entrypoint: >
       /bin/sh -c "
-      until (/usr/bin/mc config host add minio http://minio:9000 admin password) do echo '...waiting...' && sleep 1; done;
+      until (/usr/bin/mc alias set minio http://minio:9000 admin password) do echo '...waiting...' && sleep 1; done;
       /usr/bin/mc mb minio/warehouse;
       /usr/bin/mc policy set public minio/warehouse;
       tail -f /dev/null
diff --git a/dev/docker-compose.yml b/dev/docker-compose.yml
index 5c2c800e5c..609ac8d51f 100644
--- a/dev/docker-compose.yml
+++ b/dev/docker-compose.yml
@@ -38,7 +38,7 @@ services:
       - AWS_REGION=us-east-1
     entrypoint: >
       /bin/sh -c "
-      until (/usr/bin/mc config host add minio http://minio:9000 admin password) do echo '...waiting...' && sleep 1; done;
+      until (/usr/bin/mc alias set minio http://minio:9000 admin password) do echo '...waiting...' && sleep 1; done;
       /usr/bin/mc rm -r --force minio/warehouse;
       /usr/bin/mc mb minio/warehouse;
       /usr/bin/mc policy set public minio/warehouse;

From 210d2a42190cfa074a2c60b6c61e0b28faec34de Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 27 May 2025 23:01:08 +0200
Subject: [PATCH 186/357] Build: Bump mypy-boto3-glue from 1.38.18 to 1.38.22
 (#2038)

---
 poetry.lock | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index aa091215e9..ce12d07d19 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3117,15 +3117,15 @@ typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "mypy-boto3-glue"
-version = "1.38.18"
-description = "Type annotations for boto3 Glue 1.38.18 service generated with mypy-boto3-builder 8.11.0"
+version = "1.38.22"
+description = "Type annotations for boto3 Glue 1.38.22 service generated with mypy-boto3-builder 8.11.0"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"glue\""
 files = [
-    {file = "mypy_boto3_glue-1.38.18-py3-none-any.whl", hash = "sha256:0ae0a50972f0850ed7c2db3b566cc854c173f793f95c0918e937c413b6dc83a6"},
-    {file = "mypy_boto3_glue-1.38.18.tar.gz", hash = "sha256:8aa08d222ae7d361a5d28416d34c4ac70a7edf2385ac65e992c9081f80b99e3b"},
+    {file = "mypy_boto3_glue-1.38.22-py3-none-any.whl", hash = "sha256:4fe34c858cbee41e8ad30382305c01b0dd9c1da4c84f894860b9249ddabb4a58"},
+    {file = "mypy_boto3_glue-1.38.22.tar.gz", hash = "sha256:a9c529fafaaa9845d39c3204b3fb6cbbb633fa747faf6a084a2b2a381ef12a2b"},
 ]
 
 [package.dependencies]

From be36f607609f524544d0d461b89e387e21a1cf4a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 27 May 2025 23:01:28 +0200
Subject: [PATCH 187/357] Build: Bump moto from 5.1.4 to 5.1.5 (#2039)

---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index ce12d07d19..b4858c571b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2818,14 +2818,14 @@ type = ["mypy (==1.14.1)"]
 
 [[package]]
 name = "moto"
-version = "5.1.4"
+version = "5.1.5"
 description = "A library that allows you to easily mock out tests based on AWS infrastructure"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "moto-5.1.4-py3-none-any.whl", hash = "sha256:9a19d7a64c3f03824389cfbd478b64c82bd4d8da21b242a34259360d66cd108b"},
-    {file = "moto-5.1.4.tar.gz", hash = "sha256:b339c3514f2986ebefa465671b688bdbf51796705702214b1bad46490b68507a"},
+    {file = "moto-5.1.5-py3-none-any.whl", hash = "sha256:866ae85eb5efe11a78f991127531878fd7f49177eb4a6680f47060430eb8932d"},
+    {file = "moto-5.1.5.tar.gz", hash = "sha256:42b362ea9a16181e8e7b615ac212c294b882f020e9ae02f01230f167926df84e"},
 ]
 
 [package.dependencies]

From 9a8618f97e9586caa9a5995d4929e6648054bd2f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 27 May 2025 23:01:47 +0200
Subject: [PATCH 188/357] Build: Bump pytest-mock from 3.14.0 to 3.14.1 (#2040)

---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index b4858c571b..d6a4473490 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -4393,14 +4393,14 @@ pytest = ">=3.2.5"
 
 [[package]]
 name = "pytest-mock"
-version = "3.14.0"
+version = "3.14.1"
 description = "Thin-wrapper around the mock package for easier use with pytest"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "pytest-mock-3.14.0.tar.gz", hash = "sha256:2719255a1efeceadbc056d6bf3df3d1c5015530fb40cf347c0f9afac88410bd0"},
-    {file = "pytest_mock-3.14.0-py3-none-any.whl", hash = "sha256:0b72c38033392a5f4621342fe11e9219ac11ec9d375f8e2a0c164539e0d70f6f"},
+    {file = "pytest_mock-3.14.1-py3-none-any.whl", hash = "sha256:178aefcd11307d874b4cd3100344e7e2d888d9791a6a1d9bfe90fbc1b74fd1d0"},
+    {file = "pytest_mock-3.14.1.tar.gz", hash = "sha256:159e9edac4c451ce77a5cdb9fc5d1100708d2dd4ba3c3df572f14097351af80e"},
 ]
 
 [package.dependencies]
@@ -6034,4 +6034,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "63ecf3d6af1613a8b7dd034d4db07f2a75730558674edb7cb960adc4fb7e9480"
+content-hash = "0d82f238d560b31f8c205ec3e896a2c01928e975e14e85275fcab0bfafe48b5a"
diff --git a/pyproject.toml b/pyproject.toml
index b3cf089db3..a92c012830 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -96,7 +96,7 @@ coverage = { version = "^7.4.2", extras = ["toml"] }
 requests-mock = "1.12.1"
 moto = { version = "^5.0.2", extras = ["server"] }
 typing-extensions = "4.13.2"
-pytest-mock = "3.14.0"
+pytest-mock = "3.14.1"
 pyspark = "3.5.5"
 cython = "3.1.1"
 deptry = ">=0.14,<0.24"

From 0dac1a5539ee20b2e9236b3c07f2bae764dabfc2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 27 May 2025 23:02:04 +0200
Subject: [PATCH 189/357] Build: Bump getdaft from 0.4.15 to 0.4.16 (#2042)

---
 poetry.lock | 17 +++++++++--------
 1 file changed, 9 insertions(+), 8 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index d6a4473490..365cb3cb92 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1609,19 +1609,19 @@ gcsfuse = ["fusepy"]
 
 [[package]]
 name = "getdaft"
-version = "0.4.15"
+version = "0.4.16"
 description = "Distributed Dataframes for Multimodal Data"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"daft\""
 files = [
-    {file = "getdaft-0.4.15-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:e77e7ca398cd87c60f2acb4a7b094859fe48dc3577b103bc86d7a69a79641cc8"},
-    {file = "getdaft-0.4.15-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:ef1e63ff3197fc677375eb538d8965900fe0dd78288e5c600503e8745f6149cc"},
-    {file = "getdaft-0.4.15-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:e4b24ef9bba477dcc86e0ae1c60c3b9a42ac769684b13bf5bddff33b55ba0bcb"},
-    {file = "getdaft-0.4.15-cp39-abi3-manylinux_2_24_x86_64.whl", hash = "sha256:d61b565b669ba80d16fa234e8aade0ccb3d6a2a728a85c3d55e800137d2e7c74"},
-    {file = "getdaft-0.4.15-cp39-abi3-win_amd64.whl", hash = "sha256:972dcdf995d37650854d7ab31d03b9bc99492ce4c3d69199490ffe01a9766272"},
-    {file = "getdaft-0.4.15.tar.gz", hash = "sha256:2d6f6e8945a0c49ec65129ac3b7db2b070b575c55470f11322d0d01a5af668ab"},
+    {file = "getdaft-0.4.16-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:2ae85aa3f7ff95afa366e30b2645db05dc77fb1cf1b31aca4617062ed7bfd808"},
+    {file = "getdaft-0.4.16-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:410a3fa24404ce302fd7278184fcda901393095a03b3ff35e7fb2ac06207c383"},
+    {file = "getdaft-0.4.16-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:45f816ce0dc897c4a69a41f5b8bc241192dadfe63abcc6dd0d6a61c85bf0375f"},
+    {file = "getdaft-0.4.16-cp39-abi3-manylinux_2_24_x86_64.whl", hash = "sha256:8ab96334e5447c60d07efe33f59b11f12377aaf5d44d686b76b6733ede28421c"},
+    {file = "getdaft-0.4.16-cp39-abi3-win_amd64.whl", hash = "sha256:9834eefabb5930729e8d0122e2c0af7c908d0f222e0ef2f5b091a40598da0e78"},
+    {file = "getdaft-0.4.16.tar.gz", hash = "sha256:3f407b710000f640e9c790b886615fe677a32b9dcbde3085fe026152f2233785"},
 ]
 
 [package.dependencies]
@@ -1632,7 +1632,7 @@ tqdm = "*"
 typing-extensions = {version = ">=4.0.0", markers = "python_full_version < \"3.10.0\""}
 
 [package.extras]
-all = ["daft[aws,azure,deltalake,gcp,iceberg,numpy,pandas,ray,sql,unity]"]
+all = ["daft[aws,azure,deltalake,gcp,iceberg,numpy,pandas,ray,spark,sql,unity]"]
 aws = ["boto3"]
 deltalake = ["deltalake", "packaging"]
 hudi = ["pyarrow (>=8.0.0)"]
@@ -1641,6 +1641,7 @@ lance = ["pylance"]
 numpy = ["numpy"]
 pandas = ["pandas"]
 ray = ["packaging", "ray[client,data] (>=2.0.0) ; platform_system != \"Windows\"", "ray[client,data] (>=2.10.0) ; platform_system == \"Windows\""]
+spark = ["googleapis-common-protos (==1.56.4)", "grpcio (>=1.48,<1.57)", "grpcio-status (>=1.48,<1.57)", "numpy (>=1.15)", "pandas (>=1.0.5)", "py4j (>=0.10.9.7)", "pyspark"]
 sql = ["connectorx", "sqlalchemy", "sqlglot"]
 unity = ["httpx (<=0.27.2)", "unitycatalog"]
 

From 314668e96d5475cd37ff0be891aa850ea01b33b0 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 27 May 2025 23:02:21 +0200
Subject: [PATCH 190/357] Build: Bump pydantic from 2.11.4 to 2.11.5 (#2045)

---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 365cb3cb92..745dece881 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3987,14 +3987,14 @@ markers = {main = "(extra == \"zstandard\" or extra == \"adlfs\") and platform_p
 
 [[package]]
 name = "pydantic"
-version = "2.11.4"
+version = "2.11.5"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "pydantic-2.11.4-py3-none-any.whl", hash = "sha256:d9615eaa9ac5a063471da949c8fc16376a84afb5024688b3ff885693506764eb"},
-    {file = "pydantic-2.11.4.tar.gz", hash = "sha256:32738d19d63a226a52eed76645a98ee07c1f410ee41d93b4afbfa85ed8111c2d"},
+    {file = "pydantic-2.11.5-py3-none-any.whl", hash = "sha256:f9c26ba06f9747749ca1e5c94d6a85cb84254577553c8785576fd38fa64dc0f7"},
+    {file = "pydantic-2.11.5.tar.gz", hash = "sha256:7f853db3d0ce78ce8bbb148c401c2cdd6431b3473c0cdff2755c7690952a7b7a"},
 ]
 
 [package.dependencies]

From f47a8ab6a780c852b6c4e831f12ebfff13c56ad9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 27 May 2025 23:03:07 +0200
Subject: [PATCH 191/357] Build: Bump coverage from 7.8.0 to 7.8.2 (#2047)

---
 poetry.lock | 132 +++++++++++++++++++++++++++-------------------------
 1 file changed, 68 insertions(+), 64 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 745dece881..6fc0ba9a9d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -804,75 +804,79 @@ markers = {main = "platform_system == \"Windows\"", dev = "platform_system == \"
 
 [[package]]
 name = "coverage"
-version = "7.8.0"
+version = "7.8.2"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "coverage-7.8.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2931f66991175369859b5fd58529cd4b73582461877ecfd859b6549869287ffe"},
-    {file = "coverage-7.8.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:52a523153c568d2c0ef8826f6cc23031dc86cffb8c6aeab92c4ff776e7951b28"},
-    {file = "coverage-7.8.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5c8a5c139aae4c35cbd7cadca1df02ea8cf28a911534fc1b0456acb0b14234f3"},
-    {file = "coverage-7.8.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5a26c0c795c3e0b63ec7da6efded5f0bc856d7c0b24b2ac84b4d1d7bc578d676"},
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+    {file = "coverage-7.8.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0e49824808d4375ede9dd84e9961a59c47f9113039f1a525e6be170aa4f5c34d"},
+    {file = "coverage-7.8.2-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b069938961dfad881dc2f8d02b47645cd2f455d3809ba92a8a687bf513839787"},
+    {file = "coverage-7.8.2-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:de77c3ba8bb686d1c411e78ee1b97e6e0b963fb98b1637658dd9ad2c875cf9d7"},
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+    {file = "coverage-7.8.2-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:8e1a26e7e50076e35f7afafde570ca2b4d7900a491174ca357d29dece5aacee7"},
+    {file = "coverage-7.8.2-cp39-cp39-win32.whl", hash = "sha256:6782a12bf76fa61ad9350d5a6ef5f3f020b57f5e6305cbc663803f2ebd0f270a"},
+    {file = "coverage-7.8.2-cp39-cp39-win_amd64.whl", hash = "sha256:1efa4166ba75ccefd647f2d78b64f53f14fb82622bc94c5a5cb0a622f50f1c9e"},
+    {file = "coverage-7.8.2-pp39.pp310.pp311-none-any.whl", hash = "sha256:ec455eedf3ba0bbdf8f5a570012617eb305c63cb9f03428d39bf544cb2b94837"},
+    {file = "coverage-7.8.2-py3-none-any.whl", hash = "sha256:726f32ee3713f7359696331a18daf0c3b3a70bb0ae71141b9d3c52be7c595e32"},
+    {file = "coverage-7.8.2.tar.gz", hash = "sha256:a886d531373a1f6ff9fad2a2ba4a045b68467b779ae729ee0b3b10ac20033b27"},
 ]
 
 [package.dependencies]

From c27d5923ba74694ffae4929050e4533d2649e867 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 27 May 2025 23:03:24 +0200
Subject: [PATCH 192/357] Build: Bump huggingface-hub from 0.31.4 to 0.32.1
 (#2046)

---
 poetry.lock | 41 +++++++++++++++++++++++++++++++++--------
 1 file changed, 33 insertions(+), 8 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 6fc0ba9a9d..a776424b0d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1992,22 +1992,45 @@ files = [
 [package.dependencies]
 colorama = ">=0.4"
 
+[[package]]
+name = "hf-xet"
+version = "1.1.2"
+description = "Fast transfer of large files with the Hugging Face Hub."
+optional = true
+python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"hf\" and (platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\")"
+files = [
+    {file = "hf_xet-1.1.2-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:dfd1873fd648488c70735cb60f7728512bca0e459e61fcd107069143cd798469"},
+    {file = "hf_xet-1.1.2-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:29b584983b2d977c44157d9241dcf0fd50acde0b7bff8897fe4386912330090d"},
+    {file = "hf_xet-1.1.2-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6b29ac84298147fe9164cc55ad994ba47399f90b5d045b0b803b99cf5f06d8ec"},
+    {file = "hf_xet-1.1.2-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:d921ba32615676e436a0d15e162331abc9ed43d440916b1d836dc27ce1546173"},
+    {file = "hf_xet-1.1.2-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:d9b03c34e13c44893ab6e8fea18ee8d2a6878c15328dd3aabedbdd83ee9f2ed3"},
+    {file = "hf_xet-1.1.2-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:01b18608955b3d826307d37da8bd38b28a46cd2d9908b3a3655d1363274f941a"},
+    {file = "hf_xet-1.1.2-cp37-abi3-win_amd64.whl", hash = "sha256:3562902c81299b09f3582ddfb324400c6a901a2f3bc854f83556495755f4954c"},
+    {file = "hf_xet-1.1.2.tar.gz", hash = "sha256:3712d6d4819d3976a1c18e36db9f503e296283f9363af818f50703506ed63da3"},
+]
+
+[package.extras]
+tests = ["pytest"]
+
 [[package]]
 name = "huggingface-hub"
-version = "0.31.4"
+version = "0.32.2"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = true
 python-versions = ">=3.8.0"
 groups = ["main"]
 markers = "extra == \"hf\""
 files = [
-    {file = "huggingface_hub-0.31.4-py3-none-any.whl", hash = "sha256:4f70704760296cc69b612916056e9845f5490a33782b924fc531767967acc15d"},
-    {file = "huggingface_hub-0.31.4.tar.gz", hash = "sha256:5a7bc710b9f9c028aee5b1476867b4ec5c1b92f043cb364d5fdc54354757e4ce"},
+    {file = "huggingface_hub-0.32.2-py3-none-any.whl", hash = "sha256:f8fcf14603237eadf96dbe577d30b330f8c27b4a0a31e8f6c94fdc25e021fdb8"},
+    {file = "huggingface_hub-0.32.2.tar.gz", hash = "sha256:64a288b1eadad6b60bbfd50f0e52fd6cfa2ef77ab13c3e8a834a038ae929de54"},
 ]
 
 [package.dependencies]
 filelock = "*"
 fsspec = ">=2023.5.0"
+hf-xet = {version = ">=1.1.2,<2.0.0", markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""}
 packaging = ">=20.9"
 pyyaml = ">=5.1"
 requests = "*"
@@ -2015,17 +2038,19 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
-all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (==1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (==1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
 hf-transfer = ["hf-transfer (>=0.1.4)"]
-hf-xet = ["hf-xet (>=1.1.1,<2.0.0)"]
+hf-xet = ["hf-xet (>=1.1.2,<2.0.0)"]
 inference = ["aiohttp"]
-quality = ["libcst (==1.4.0)", "mypy (==1.5.1)", "ruff (>=0.9.0)"]
+mcp = ["aiohttp", "mcp (>=1.8.0)", "typer"]
+oauth = ["authlib (>=1.3.2)", "fastapi", "httpx", "itsdangerous"]
+quality = ["libcst (==1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "ruff (>=0.9.0)"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
 tensorflow-testing = ["keras (<3.0)", "tensorflow"]
-testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
+testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
 torch = ["safetensors[torch]", "torch"]
 typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
 

From 90fc5fa39c83d539aabb5de0ba75b77fe1a5d1b7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 27 May 2025 23:03:45 +0200
Subject: [PATCH 193/357] Build: Bump thrift from 0.21.0 to 0.22.0 (#2043)

---
 poetry.lock | 7 ++-----
 1 file changed, 2 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index a776424b0d..a1e8099a53 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -5427,19 +5427,16 @@ test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
 [[package]]
 name = "thrift"
-version = "0.21.0"
+version = "0.22.0"
 description = "Python bindings for the Apache Thrift RPC system"
 optional = true
 python-versions = "*"
 groups = ["main"]
 markers = "extra == \"hive-kerberos\" or extra == \"hive\""
 files = [
-    {file = "thrift-0.21.0.tar.gz", hash = "sha256:5e6f7c50f936ebfa23e924229afc95eb219f8c8e5a83202dd4a391244803e402"},
+    {file = "thrift-0.22.0.tar.gz", hash = "sha256:42e8276afbd5f54fe1d364858b6877bc5e5a4a5ed69f6a005b94ca4918fe1466"},
 ]
 
-[package.dependencies]
-six = ">=1.7.2"
-
 [package.extras]
 all = ["tornado (>=4.0)", "twisted"]
 tornado = ["tornado (>=4.0)"]

From 2a65ab37ce7f376104870a00980404ffaa00a3a2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 27 May 2025 23:36:04 -0400
Subject: [PATCH 194/357] Build: Bump mkdocstrings-python from 1.16.10 to
 1.16.11 (#2044)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [mkdocstrings-python](https://github.com/mkdocstrings/python) from
1.16.10 to 1.16.11.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/python/releases">mkdocstrings-python's
releases</a>.</em></p>
<blockquote>
<h2>1.16.11</h2>
<h2><a
href="https://github.com/mkdocstrings/python/releases/tag/1.16.11">1.16.11</a>
- 2025-05-24</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/python/compare/1.16.10...1.16.11">Compare
with 1.16.10</a><!-- raw HTML omitted --></p>
<h3>Bug Fixes</h3>
<ul>
<li>Fix highlighting for signature with known special names like
<code>__init__</code> (<a
href="https://github.com/mkdocstrings/python/commit/7f956868f93a766346455fedb296c26787894d5c">7f95686</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/mkdocstrings/issues/757">Issue-mkdocstrings-757</a></li>
<li>Use default font-size for parameter headings (<a
href="https://github.com/mkdocstrings/python/commit/0a35b20a6050a28ba8492d93e5f9940a69462ce3">0a35b20</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/mkdocstrings/issues/697">Issue-mkdocstrings-697</a></li>
<li>Prevent uppercasing H5 titles (by Material for MkDocs) (<a
href="https://github.com/mkdocstrings/python/commit/ba669697daad5067ea5db3fdf8a2d5ba2f966b25">ba66969</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/mkdocstrings/issues/697">Issue-mkdocstrings-697</a>,
<a
href="https://redirect.github.com/mkdocstrings/python/issues/276">Issue-276</a></li>
<li>Use configured heading even when signature is not separated (<a
href="https://github.com/mkdocstrings/python/commit/096960abd79831d6fd45e2a7962dfd2bd49e4edd">096960a</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/mkdocstrings/issues/767">Issue-mkdocstrings-767</a>,
<a
href="https://redirect.github.com/mkdocstrings/python/pull/278">PR-278</a></li>
<li>Render attribute names without full path in ToC (<a
href="https://github.com/mkdocstrings/python/commit/d4e618ab794747b84dced848b1be824639fea2b8">d4e618a</a>
by David Lee). <a
href="https://redirect.github.com/mkdocstrings/python/issues/271">Issue-271</a>,
<a
href="https://redirect.github.com/mkdocstrings/python/pull/272">PR-272</a></li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/python/blob/main/CHANGELOG.md">mkdocstrings-python's
changelog</a>.</em></p>
<blockquote>
<h2><a
href="https://github.com/mkdocstrings/python/releases/tag/1.16.11">1.16.11</a>
- 2025-05-24</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/python/compare/1.16.10...1.16.11">Compare
with 1.16.10</a><!-- raw HTML omitted --></p>
<h3>Bug Fixes</h3>
<ul>
<li>Fix highlighting for signature with known special names like
<code>__init__</code> (<a
href="https://github.com/mkdocstrings/python/commit/7f956868f93a766346455fedb296c26787894d5c">7f95686</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/mkdocstrings/issues/757">Issue-mkdocstrings-757</a></li>
<li>Use default font-size for parameter headings (<a
href="https://github.com/mkdocstrings/python/commit/0a35b20a6050a28ba8492d93e5f9940a69462ce3">0a35b20</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/mkdocstrings/issues/697">Issue-mkdocstrings-697</a></li>
<li>Prevent uppercasing H5 titles (by Material for MkDocs) (<a
href="https://github.com/mkdocstrings/python/commit/ba669697daad5067ea5db3fdf8a2d5ba2f966b25">ba66969</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/mkdocstrings/issues/697">Issue-mkdocstrings-697</a>,
<a
href="https://redirect.github.com/mkdocstrings/python/issues/276">Issue-276</a></li>
<li>Use configured heading even when signature is not separated (<a
href="https://github.com/mkdocstrings/python/commit/096960abd79831d6fd45e2a7962dfd2bd49e4edd">096960a</a>
by Timothée Mazzucotelli). <a
href="https://redirect.github.com/mkdocstrings/mkdocstrings/issues/767">Issue-mkdocstrings-767</a>,
<a
href="https://redirect.github.com/mkdocstrings/python/pull/278">PR-278</a></li>
<li>Render attribute names without full path in ToC (<a
href="https://github.com/mkdocstrings/python/commit/d4e618ab794747b84dced848b1be824639fea2b8">d4e618a</a>
by David Lee). <a
href="https://redirect.github.com/mkdocstrings/python/issues/271">Issue-271</a>,
<a
href="https://redirect.github.com/mkdocstrings/python/pull/272">PR-272</a></li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/mkdocstrings/python/commit/5d2ba0aa557f683c3f7338d61810034c9af4ab11"><code>5d2ba0a</code></a>
chore: Prepare release 1.16.11</li>
<li><a
href="https://github.com/mkdocstrings/python/commit/7f956868f93a766346455fedb296c26787894d5c"><code>7f95686</code></a>
fix: Fix highlighting for signature with known special names like
<code>__init__</code></li>
<li><a
href="https://github.com/mkdocstrings/python/commit/0a35b20a6050a28ba8492d93e5f9940a69462ce3"><code>0a35b20</code></a>
fix: Use default font-size for parameter headings</li>
<li><a
href="https://github.com/mkdocstrings/python/commit/ba669697daad5067ea5db3fdf8a2d5ba2f966b25"><code>ba66969</code></a>
fix: Prevent uppercasing H5 titles (by Material for MkDocs)</li>
<li><a
href="https://github.com/mkdocstrings/python/commit/096960abd79831d6fd45e2a7962dfd2bd49e4edd"><code>096960a</code></a>
fix: Use configured heading even when signature is not separated</li>
<li><a
href="https://github.com/mkdocstrings/python/commit/d4e618ab794747b84dced848b1be824639fea2b8"><code>d4e618a</code></a>
fix: Render attribute names without full path in ToC</li>
<li><a
href="https://github.com/mkdocstrings/python/commit/bb36fa1fdc9d0fba1211fbfea2d50768b126a282"><code>bb36fa1</code></a>
chore: Template upgrade</li>
<li>See full diff in <a
href="https://github.com/mkdocstrings/python/compare/1.16.10...1.16.11">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
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---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index a1e8099a53..8fb3c24e9e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2731,14 +2731,14 @@ python-legacy = ["mkdocstrings-python-legacy (>=0.2.1)"]
 
 [[package]]
 name = "mkdocstrings-python"
-version = "1.16.10"
+version = "1.16.11"
 description = "A Python handler for mkdocstrings."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "mkdocstrings_python-1.16.10-py3-none-any.whl", hash = "sha256:63bb9f01f8848a644bdb6289e86dc38ceddeaa63ecc2e291e3b2ca52702a6643"},
-    {file = "mkdocstrings_python-1.16.10.tar.gz", hash = "sha256:f9eedfd98effb612ab4d0ed6dd2b73aff6eba5215e0a65cea6d877717f75502e"},
+    {file = "mkdocstrings_python-1.16.11-py3-none-any.whl", hash = "sha256:25d96cc9c1f9c272ea1bd8222c900b5f852bf46c984003e9c7c56eaa4696190f"},
+    {file = "mkdocstrings_python-1.16.11.tar.gz", hash = "sha256:935f95efa887f99178e4a7becaaa1286fb35adafffd669b04fd611d97c00e5ce"},
 ]
 
 [package.dependencies]
@@ -6061,4 +6061,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "0d82f238d560b31f8c205ec3e896a2c01928e975e14e85275fcab0bfafe48b5a"
+content-hash = "f4a9a7f5647a6fc51ec90ff2351020a21da67a953ba9f9bf2d2c04c3b7e06ce5"
diff --git a/pyproject.toml b/pyproject.toml
index a92c012830..9dfb0d361f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -109,7 +109,7 @@ mkdocs = "1.6.1"
 griffe = "1.7.3"
 jinja2 = "3.1.6"
 mkdocstrings = "0.29.1"
-mkdocstrings-python = "1.16.10"
+mkdocstrings-python = "1.16.11"
 mkdocs-literate-nav = "0.6.2"
 mkdocs-autorefs = "1.4.1"
 mkdocs-gen-files = "0.5.0"

From 64fa1ac4bc63e60503edf2075dfc42d0cbbf6b1c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 28 May 2025 05:43:44 +0200
Subject: [PATCH 195/357] Build: Bump mkdocs-autorefs from 1.4.1 to 1.4.2
 (#2048)

---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 8fb3c24e9e..5a75986e75 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2583,14 +2583,14 @@ min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4) ; platform
 
 [[package]]
 name = "mkdocs-autorefs"
-version = "1.4.1"
+version = "1.4.2"
 description = "Automatically link across pages in MkDocs."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "mkdocs_autorefs-1.4.1-py3-none-any.whl", hash = "sha256:9793c5ac06a6ebbe52ec0f8439256e66187badf4b5334b5fde0b128ec134df4f"},
-    {file = "mkdocs_autorefs-1.4.1.tar.gz", hash = "sha256:4b5b6235a4becb2b10425c2fa191737e415b37aa3418919db33e5d774c9db079"},
+    {file = "mkdocs_autorefs-1.4.2-py3-none-any.whl", hash = "sha256:83d6d777b66ec3c372a1aad4ae0cf77c243ba5bcda5bf0c6b8a2c5e7a3d89f13"},
+    {file = "mkdocs_autorefs-1.4.2.tar.gz", hash = "sha256:e2ebe1abd2b67d597ed19378c0fff84d73d1dbce411fce7a7cc6f161888b6749"},
 ]
 
 [package.dependencies]
@@ -6061,4 +6061,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "f4a9a7f5647a6fc51ec90ff2351020a21da67a953ba9f9bf2d2c04c3b7e06ce5"
+content-hash = "aa1196f4d24001f4d49d6a927568fea6361161c24a65b6ec9bb0b6380aabf6b8"
diff --git a/pyproject.toml b/pyproject.toml
index 9dfb0d361f..6589a3f9aa 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -111,7 +111,7 @@ jinja2 = "3.1.6"
 mkdocstrings = "0.29.1"
 mkdocstrings-python = "1.16.11"
 mkdocs-literate-nav = "0.6.2"
-mkdocs-autorefs = "1.4.1"
+mkdocs-autorefs = "1.4.2"
 mkdocs-gen-files = "0.5.0"
 mkdocs-material = "9.6.14"
 mkdocs-material-extensions = "1.3.1"

From 131dba9d47687289df1cccd2d0518744e8ac124b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 28 May 2025 00:02:13 -0400
Subject: [PATCH 196/357] Build: Bump cachetools from 5.5.2 to 6.0.0 (#2041)

Bumps [cachetools](https://github.com/tkem/cachetools) from 5.5.2 to
6.0.0.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/tkem/cachetools/blob/master/CHANGELOG.rst">cachetools's
changelog</a>.</em></p>
<blockquote>
<h1>v6.0.0 (2025-05-23)</h1>
<ul>
<li>
<p>Require Python 3.9 or later (breaking change).</p>
</li>
<li>
<p>Remove <code>MRUCache</code> and the <code>@func.mru_cache</code>
decorator (breaking
change).</p>
</li>
<li>
<p>Add an optional <code>condition</code> parameter to the
<code>@cached</code> and
<code>@cachedmethod</code> decorators, which, when used with a
<code>threading.Condition</code> instance, should improve <code>cache
stampede &lt;https://en.wikipedia.org/wiki/Cache_stampede&gt;</code>_
issues in massively
parallel environments.  Note that this will inflict some performance
penalty, and therefore has to be enabled explicitly.</p>
</li>
<li>
<p>Convert the <code>cachetools.func</code> decorators to use a
<code>threading.Condition</code> instance to deal with <code>cache
stampede &lt;https://en.wikipedia.org/wiki/Cache_stampede&gt;</code>_
issues. Note that
this <em>may</em> result in a noticable performance degradation,
depending
on your actual use case.</p>
</li>
<li>
<p>Deprecate support for <code>cache(self)</code> returning
<code>None</code> to suppress
caching with the <code>@cachedmethod</code> decorator.</p>
</li>
<li>
<p>Improve documentation.</p>
</li>
<li>
<p>Update CI environment.</p>
</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/tkem/cachetools/commit/e497575fcb4d29dfb773824956539215db964059"><code>e497575</code></a>
Release v6.0.0.</li>
<li><a
href="https://github.com/tkem/cachetools/commit/0a8f391979f72f3237be8cdb79d6128dd5caeb93"><code>0a8f391</code></a>
Update related projects section.</li>
<li><a
href="https://github.com/tkem/cachetools/commit/3afef37bdbf8fa8f6dddbc303ecd91c9fd32ab01"><code>3afef37</code></a>
Pre-release v6.0.0b4.</li>
<li><a
href="https://github.com/tkem/cachetools/commit/34815dd03f5954272e0f06c1571e871ed1cfb5f4"><code>34815dd</code></a>
Update documentation for v6.0.0.</li>
<li><a
href="https://github.com/tkem/cachetools/commit/8854b5075a63adee657a9f32485b026b6e33a29a"><code>8854b50</code></a>
Add intersphinx extension.</li>
<li><a
href="https://github.com/tkem/cachetools/commit/0af4a07f371120521370a11e38473e21ec2ea6a1"><code>0af4a07</code></a>
Bump codecov/codecov-action from 5.4.0 to 5.4.2</li>
<li><a
href="https://github.com/tkem/cachetools/commit/ad4237158902802b999962a091d716c505588464"><code>ad42371</code></a>
Merge pull request <a
href="https://redirect.github.com/tkem/cachetools/issues/349">#349</a>
from tkem/dependabot/github_actions/actions/setup-pyt...</li>
<li><a
href="https://github.com/tkem/cachetools/commit/987c0764b04ed477d56b09dcfb46036d30a89e09"><code>987c076</code></a>
Bump actions/setup-python from 5.5.0 to 5.6.0</li>
<li><a
href="https://github.com/tkem/cachetools/commit/27d0dce34efe15560206378ce6054c95d84efa58"><code>27d0dce</code></a>
Add cache_condition wrapper attribute (and refactor a bit).</li>
<li><a
href="https://github.com/tkem/cachetools/commit/37b5c1297fea141f066c4211e7513269bffc1820"><code>37b5c12</code></a>
Use class method attributes in tests.</li>
<li>Additional commits viewable in <a
href="https://github.com/tkem/cachetools/compare/v5.5.2...v6.0.0">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock    | 186 ++++++++++++++-----------------------------------
 pyproject.toml |   2 +-
 2 files changed, 52 insertions(+), 136 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 5a75986e75..8aa1c21011 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -530,14 +530,14 @@ virtualenv = ["virtualenv (>=20.0.35)"]
 
 [[package]]
 name = "cachetools"
-version = "5.5.2"
+version = "6.0.0"
 description = "Extensible memoizing collections and decorators"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "cachetools-5.5.2-py3-none-any.whl", hash = "sha256:d26a22bcc62eb95c3beabd9f1ee5e820d3d2704fe2967cbe350e20c8ffcd3f0a"},
-    {file = "cachetools-5.5.2.tar.gz", hash = "sha256:1a661caa9175d26759571b2e19580f9d6393969e5dfca11fdb1f947a23e640d4"},
+    {file = "cachetools-6.0.0-py3-none-any.whl", hash = "sha256:82e73ba88f7b30228b5507dce1a1f878498fc669d972aef2dde4f3a3c24f103e"},
+    {file = "cachetools-6.0.0.tar.gz", hash = "sha256:f225782b84438f828328fc2ad74346522f27e5b1440f4e9fd18b20ebfd1aa2cf"},
 ]
 
 [[package]]
@@ -1669,74 +1669,65 @@ dev = ["flake8", "markdown", "twine", "wheel"]
 
 [[package]]
 name = "google-api-core"
-version = "2.24.2"
+version = "1.16.0"
 description = "Google API client core library"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
-    {file = "google_api_core-2.24.2-py3-none-any.whl", hash = "sha256:810a63ac95f3c441b7c0e43d344e372887f62ce9071ba972eacf32672e072de9"},
-    {file = "google_api_core-2.24.2.tar.gz", hash = "sha256:81718493daf06d96d6bc76a91c23874dbf2fac0adbbf542831b805ee6e974696"},
+    {file = "google-api-core-1.16.0.tar.gz", hash = "sha256:92e962a087f1c4b8d1c5c88ade1c1dfd550047dcffb320c57ef6a534a20403e2"},
+    {file = "google_api_core-1.16.0-py2.py3-none-any.whl", hash = "sha256:859f7392676761f2b160c6ee030c3422135ada4458f0948c5690a6a7c8d86294"},
 ]
 
 [package.dependencies]
-google-auth = ">=2.14.1,<3.0.0"
-googleapis-common-protos = ">=1.56.2,<2.0.0"
-proto-plus = [
-    {version = ">=1.22.3,<2.0.0"},
-    {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""},
-]
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
-requests = ">=2.18.0,<3.0.0"
+google-auth = ">=0.4.0,<2.0dev"
+googleapis-common-protos = ">=1.6.0,<2.0dev"
+protobuf = ">=3.4.0"
+pytz = "*"
+requests = ">=2.18.0,<3.0.0dev"
+setuptools = ">=34.0.0"
+six = ">=1.10.0"
 
 [package.extras]
-async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.dev0)"]
-grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0) ; python_version >= \"3.11\""]
-grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
-grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
+grpc = ["grpcio (>=1.8.2,<2.0dev)"]
+grpcgcp = ["grpcio-gcp (>=0.2.2)"]
+grpcio-gcp = ["grpcio-gcp (>=0.2.2)"]
 
 [[package]]
 name = "google-auth"
-version = "2.38.0"
+version = "1.6.3"
 description = "Google Authentication Library"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
-    {file = "google_auth-2.38.0-py2.py3-none-any.whl", hash = "sha256:e7dae6694313f434a2727bf2906f27ad259bae090d7aa896590d86feec3d9d4a"},
-    {file = "google_auth-2.38.0.tar.gz", hash = "sha256:8285113607d3b80a3f1543b75962447ba8a09fe85783432a784fdeef6ac094c4"},
+    {file = "google-auth-1.6.3.tar.gz", hash = "sha256:0f7c6a64927d34c1a474da92cfc59e552a5d3b940d3266606c6a28b72888b9e4"},
+    {file = "google_auth-1.6.3-py2.py3-none-any.whl", hash = "sha256:20705f6803fd2c4d1cc2dcb0df09d4dfcb9a7d51fd59e94a3a28231fd93119ed"},
 ]
 
 [package.dependencies]
-cachetools = ">=2.0.0,<6.0"
+cachetools = ">=2.0.0"
 pyasn1-modules = ">=0.2.1"
-rsa = ">=3.1.4,<5"
-
-[package.extras]
-aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
-enterprise-cert = ["cryptography", "pyopenssl"]
-pyjwt = ["cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
-pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
-reauth = ["pyu2f (>=0.1.5)"]
-requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
+rsa = ">=3.1.4"
+six = ">=1.9.0"
 
 [[package]]
 name = "google-auth-oauthlib"
-version = "1.2.1"
+version = "0.5.3"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.6"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
-    {file = "google_auth_oauthlib-1.2.1-py2.py3-none-any.whl", hash = "sha256:2d58a27262d55aa1b87678c3ba7142a080098cbc2024f903c62355deb235d91f"},
-    {file = "google_auth_oauthlib-1.2.1.tar.gz", hash = "sha256:afd0cad092a2eaa53cd8e8298557d6de1034c6cb4a740500b5357b648af97263"},
+    {file = "google-auth-oauthlib-0.5.3.tar.gz", hash = "sha256:307d21918d61a0741882ad1fd001c67e68ad81206451d05fc4d26f79de56fc90"},
+    {file = "google_auth_oauthlib-0.5.3-py2.py3-none-any.whl", hash = "sha256:9e8ff4ed2b21c174a2d6cc2172c698dbf0b1f686509774c663a83c495091fe09"},
 ]
 
 [package.dependencies]
-google-auth = ">=2.15.0"
+google-auth = ">=1.0.0"
 requests-oauthlib = ">=0.7.0"
 
 [package.extras]
@@ -1744,115 +1735,58 @@ tool = ["click (>=6.0.0)"]
 
 [[package]]
 name = "google-cloud-core"
-version = "2.4.3"
+version = "1.4.0"
 description = "Google Cloud API client core library"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
-    {file = "google_cloud_core-2.4.3-py2.py3-none-any.whl", hash = "sha256:5130f9f4c14b4fafdff75c79448f9495cfade0d8775facf1b09c3bf67e027f6e"},
-    {file = "google_cloud_core-2.4.3.tar.gz", hash = "sha256:1fab62d7102844b278fe6dead3af32408b1df3eb06f5c7e8634cbd40edc4da53"},
+    {file = "google-cloud-core-1.4.0.tar.gz", hash = "sha256:07a024a26c4eb14ee3df7e6e5021c04f8f7e9f0e83d3d47863229f3635f871ce"},
+    {file = "google_cloud_core-1.4.0-py2.py3-none-any.whl", hash = "sha256:e84d4a05c58fc905b9340118e257cd043e9c02a6d31168182204afe4afd521eb"},
 ]
 
 [package.dependencies]
-google-api-core = ">=1.31.6,<2.0.dev0 || >2.3.0,<3.0.0dev"
-google-auth = ">=1.25.0,<3.0dev"
+google-api-core = ">=1.16.0,<2.0.0dev"
 
 [package.extras]
-grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
+grpc = ["grpcio (>=1.8.2,<2.0dev)"]
 
 [[package]]
 name = "google-cloud-storage"
-version = "3.1.0"
+version = "1.23.0"
 description = "Google Cloud Storage API client library"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
-    {file = "google_cloud_storage-3.1.0-py2.py3-none-any.whl", hash = "sha256:eaf36966b68660a9633f03b067e4a10ce09f1377cae3ff9f2c699f69a81c66c6"},
-    {file = "google_cloud_storage-3.1.0.tar.gz", hash = "sha256:944273179897c7c8a07ee15f2e6466a02da0c7c4b9ecceac2a26017cb2972049"},
+    {file = "google-cloud-storage-1.23.0.tar.gz", hash = "sha256:c66e876ae9547884fa42566a2ebfec51d280f488d7a058af9611ba90c78bed78"},
+    {file = "google_cloud_storage-1.23.0-py2.py3-none-any.whl", hash = "sha256:9f59c100d3940e38567c48d54cf1a2e7591a2f38e9693dfc11a242d5e54a1626"},
 ]
 
 [package.dependencies]
-google-api-core = ">=2.15.0,<3.0.0dev"
-google-auth = ">=2.26.1,<3.0dev"
-google-cloud-core = ">=2.4.2,<3.0dev"
-google-crc32c = ">=1.0,<2.0dev"
-google-resumable-media = ">=2.7.2"
-requests = ">=2.18.0,<3.0.0dev"
-
-[package.extras]
-protobuf = ["protobuf (<6.0.0dev)"]
-tracing = ["opentelemetry-api (>=1.1.0)"]
-
-[[package]]
-name = "google-crc32c"
-version = "1.7.1"
-description = "A python wrapper of the C library 'Google CRC32C'"
-optional = true
-python-versions = ">=3.9"
-groups = ["main"]
-markers = "extra == \"gcsfs\""
-files = [
-    {file = "google_crc32c-1.7.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:b07d48faf8292b4db7c3d64ab86f950c2e94e93a11fd47271c28ba458e4a0d76"},
-    {file = "google_crc32c-1.7.1-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:7cc81b3a2fbd932a4313eb53cc7d9dde424088ca3a0337160f35d91826880c1d"},
-    {file = "google_crc32c-1.7.1-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:1c67ca0a1f5b56162951a9dae987988679a7db682d6f97ce0f6381ebf0fbea4c"},
-    {file = "google_crc32c-1.7.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fc5319db92daa516b653600794d5b9f9439a9a121f3e162f94b0e1891c7933cb"},
-    {file = "google_crc32c-1.7.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dcdf5a64adb747610140572ed18d011896e3b9ae5195f2514b7ff678c80f1603"},
-    {file = "google_crc32c-1.7.1-cp310-cp310-win_amd64.whl", hash = "sha256:754561c6c66e89d55754106739e22fdaa93fafa8da7221b29c8b8e8270c6ec8a"},
-    {file = "google_crc32c-1.7.1-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:6fbab4b935989e2c3610371963ba1b86afb09537fd0c633049be82afe153ac06"},
-    {file = "google_crc32c-1.7.1-cp311-cp311-macosx_12_0_x86_64.whl", hash = "sha256:ed66cbe1ed9cbaaad9392b5259b3eba4a9e565420d734e6238813c428c3336c9"},
-    {file = "google_crc32c-1.7.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ee6547b657621b6cbed3562ea7826c3e11cab01cd33b74e1f677690652883e77"},
-    {file = "google_crc32c-1.7.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d68e17bad8f7dd9a49181a1f5a8f4b251c6dbc8cc96fb79f1d321dfd57d66f53"},
-    {file = "google_crc32c-1.7.1-cp311-cp311-win_amd64.whl", hash = "sha256:6335de12921f06e1f774d0dd1fbea6bf610abe0887a1638f64d694013138be5d"},
-    {file = "google_crc32c-1.7.1-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:2d73a68a653c57281401871dd4aeebbb6af3191dcac751a76ce430df4d403194"},
-    {file = "google_crc32c-1.7.1-cp312-cp312-macosx_12_0_x86_64.whl", hash = "sha256:22beacf83baaf59f9d3ab2bbb4db0fb018da8e5aebdce07ef9f09fce8220285e"},
-    {file = "google_crc32c-1.7.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:19eafa0e4af11b0a4eb3974483d55d2d77ad1911e6cf6f832e1574f6781fd337"},
-    {file = "google_crc32c-1.7.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b6d86616faaea68101195c6bdc40c494e4d76f41e07a37ffdef270879c15fb65"},
-    {file = "google_crc32c-1.7.1-cp312-cp312-win_amd64.whl", hash = "sha256:b7491bdc0c7564fcf48c0179d2048ab2f7c7ba36b84ccd3a3e1c3f7a72d3bba6"},
-    {file = "google_crc32c-1.7.1-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:df8b38bdaf1629d62d51be8bdd04888f37c451564c2042d36e5812da9eff3c35"},
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-    {file = "google_crc32c-1.7.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:905a385140bf492ac300026717af339790921f411c0dfd9aa5a9e69a08ed32eb"},
-    {file = "google_crc32c-1.7.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6b211ddaf20f7ebeec5c333448582c224a7c90a9d98826fbab82c0ddc11348e6"},
-    {file = "google_crc32c-1.7.1-cp313-cp313-win_amd64.whl", hash = "sha256:0f99eaa09a9a7e642a61e06742856eec8b19fc0037832e03f941fe7cf0c8e4db"},
-    {file = "google_crc32c-1.7.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:32d1da0d74ec5634a05f53ef7df18fc646666a25efaaca9fc7dcfd4caf1d98c3"},
-    {file = "google_crc32c-1.7.1-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e10554d4abc5238823112c2ad7e4560f96c7bf3820b202660373d769d9e6e4c9"},
-    {file = "google_crc32c-1.7.1-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:9fc196f0b8d8bd2789352c6a522db03f89e83a0ed6b64315923c396d7a932315"},
-    {file = "google_crc32c-1.7.1-cp39-cp39-macosx_12_0_x86_64.whl", hash = "sha256:bb5e35dcd8552f76eed9461a23de1030920a3c953c1982f324be8f97946e7127"},
-    {file = "google_crc32c-1.7.1-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:f2226b6a8da04f1d9e61d3e357f2460b9551c5e6950071437e122c958a18ae14"},
-    {file = "google_crc32c-1.7.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1f2b3522222746fff0e04a9bd0a23ea003ba3cccc8cf21385c564deb1f223242"},
-    {file = "google_crc32c-1.7.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3bda0fcb632d390e3ea8b6b07bf6b4f4a66c9d02dcd6fbf7ba00a197c143f582"},
-    {file = "google_crc32c-1.7.1-cp39-cp39-win_amd64.whl", hash = "sha256:713121af19f1a617054c41f952294764e0c5443d5a5d9034b2cd60f5dd7e0349"},
-    {file = "google_crc32c-1.7.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a8e9afc74168b0b2232fb32dd202c93e46b7d5e4bf03e66ba5dc273bb3559589"},
-    {file = "google_crc32c-1.7.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fa8136cc14dd27f34a3221c0f16fd42d8a40e4778273e61a3c19aedaa44daf6b"},
-    {file = "google_crc32c-1.7.1-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:85fef7fae11494e747c9fd1359a527e5970fc9603c90764843caabd3a16a0a48"},
-    {file = "google_crc32c-1.7.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6efb97eb4369d52593ad6f75e7e10d053cf00c48983f7a973105bc70b0ac4d82"},
-    {file = "google_crc32c-1.7.1.tar.gz", hash = "sha256:2bff2305f98846f3e825dbeec9ee406f89da7962accdb29356e4eadc251bd472"},
-]
-
-[package.extras]
-testing = ["pytest"]
+google-auth = ">=1.2.0"
+google-cloud-core = ">=1.0.3,<2.0dev"
+google-resumable-media = ">=0.5.0,<0.6dev"
 
 [[package]]
 name = "google-resumable-media"
-version = "2.7.2"
+version = "0.5.1"
 description = "Utilities for Google Media Downloads and Resumable Uploads"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
-    {file = "google_resumable_media-2.7.2-py2.py3-none-any.whl", hash = "sha256:3ce7551e9fe6d99e9a126101d2536612bb73486721951e9562fee0f90c6ababa"},
-    {file = "google_resumable_media-2.7.2.tar.gz", hash = "sha256:5280aed4629f2b60b847b0d42f9857fd4935c11af266744df33d8074cae92fe0"},
+    {file = "google-resumable-media-0.5.1.tar.gz", hash = "sha256:97155236971970382b738921f978a6f86a7b5a0b0311703d991e065d3cb55773"},
+    {file = "google_resumable_media-0.5.1-py2.py3-none-any.whl", hash = "sha256:cdc64378dc9a7a7bf963a8d0c944c99b549dc0c195a9acbf1fcd465f380b9002"},
 ]
 
 [package.dependencies]
-google-crc32c = ">=1.0,<2.0dev"
+six = "*"
 
 [package.extras]
-aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)", "google-auth (>=1.22.0,<2.0dev)"]
 requests = ["requests (>=2.18.0,<3.0.0dev)"]
 
 [[package]]
@@ -3742,25 +3676,6 @@ files = [
     {file = "propcache-0.3.1.tar.gz", hash = "sha256:40d980c33765359098837527e18eddefc9a24cea5b45e078a7f3bb5b032c6ecf"},
 ]
 
-[[package]]
-name = "proto-plus"
-version = "1.26.1"
-description = "Beautiful, Pythonic protocol buffers"
-optional = true
-python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"gcsfs\""
-files = [
-    {file = "proto_plus-1.26.1-py3-none-any.whl", hash = "sha256:13285478c2dcf2abb829db158e1047e2f1e8d63a077d94263c2b88b043c75a66"},
-    {file = "proto_plus-1.26.1.tar.gz", hash = "sha256:21a515a4c4c0088a773899e23c7bbade3d18f9c66c73edd4c7ee3816bc96a012"},
-]
-
-[package.dependencies]
-protobuf = ">=3.19.0,<7.0.0"
-
-[package.extras]
-testing = ["google-api-core (>=1.31.5)"]
-
 [[package]]
 name = "protobuf"
 version = "6.30.1"
@@ -4477,7 +4392,7 @@ description = "World timezone definitions, modern and historical"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"pandas\" or extra == \"ray\""
+markers = "extra == \"gcsfs\" or extra == \"pandas\" or extra == \"ray\""
 files = [
     {file = "pytz-2025.2-py2.py3-none-any.whl", hash = "sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00"},
     {file = "pytz-2025.2.tar.gz", hash = "sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3"},
@@ -5091,11 +5006,12 @@ version = "78.1.1"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "setuptools-78.1.1-py3-none-any.whl", hash = "sha256:c3a9c4211ff4c309edb8b8c4f1cbfa7ae324c4ba9f91ff254e3d305b9fd54561"},
     {file = "setuptools-78.1.1.tar.gz", hash = "sha256:fcc17fd9cd898242f6b4adfaca46137a9edef687f43e6f78469692a5e70d851d"},
 ]
+markers = {main = "extra == \"gcsfs\""}
 
 [package.extras]
 check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\"", "ruff (>=0.8.0) ; sys_platform != \"cygwin\""]
@@ -6061,4 +5977,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "aa1196f4d24001f4d49d6a927568fea6361161c24a65b6ec9bb0b6380aabf6b8"
+content-hash = "9d4fe56235c1988928b6dc5eebc9374ed92e7d6cb52e5356b21c543196f31bda"
diff --git a/pyproject.toml b/pyproject.toml
index 6589a3f9aa..3296b83325 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -80,7 +80,7 @@ huggingface-hub = { version = ">=0.24.0", optional = true }
 psycopg2-binary = { version = ">=2.9.6", optional = true }
 sqlalchemy = { version = "^2.0.18", optional = true }
 getdaft = { version = ">=0.2.12", optional = true }
-cachetools = "^5.5.0"
+cachetools = ">=5.5,<7.0"
 pyiceberg-core = { version = "^0.4.0", optional = true }
 polars = { version = "^1.21.0", optional = true }
 thrift-sasl = { version = ">=0.4.3", optional = true }

From 0f09397a94459920d35fd72a828a188cd3529903 Mon Sep 17 00:00:00 2001
From: Alex Stephen <1325798+rambleraptor@users.noreply.github.com>
Date: Sat, 31 May 2025 05:28:19 -0700
Subject: [PATCH 197/357] Add `.vscode` folder to `.gitignore` (#2053)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change
VSCode places all of its files in a folder now. We should add that
folder to gitignore in the same way we added the original files.

# Are these changes tested?
No tests necessary.

# Are there any user-facing changes?
None.

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 .gitignore | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.gitignore b/.gitignore
index 7043f0e7d4..064ce38fcc 100644
--- a/.gitignore
+++ b/.gitignore
@@ -35,6 +35,7 @@ coverage.xml
 .project
 .settings
 bin/
+.vscode/
 
 # Hive/metastore files
 metastore_db/

From 35537561c161fe1f10577475d29e3d8f1717e359 Mon Sep 17 00:00:00 2001
From: Sung Yun <107272191+sungwy@users.noreply.github.com>
Date: Sun, 1 Jun 2025 16:50:49 -0400
Subject: [PATCH 198/357] Make `validation_history` private before release
 (#2054)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

`validation_history` is a helper function that will be used for checking
for newly added manifests. Hence it would make sense to make this
function private before it is released.

# Are these changes tested?

Yes, integration tests and unit tests.

# Are there any user-facing changes?

This function has yet to be released
---
 pyiceberg/table/update/validate.py | 4 ++--
 tests/table/test_validate.py       | 8 ++++----
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/pyiceberg/table/update/validate.py b/pyiceberg/table/update/validate.py
index 55c34676e3..32aabac28c 100644
--- a/pyiceberg/table/update/validate.py
+++ b/pyiceberg/table/update/validate.py
@@ -27,7 +27,7 @@
 VALIDATE_DATA_FILES_EXIST_OPERATIONS = {Operation.OVERWRITE, Operation.REPLACE, Operation.DELETE}
 
 
-def validation_history(
+def _validation_history(
     table: Table,
     from_snapshot: Snapshot,
     to_snapshot: Snapshot,
@@ -100,7 +100,7 @@ def _deleted_data_files(
     if parent_snapshot is None:
         return
 
-    manifests, snapshot_ids = validation_history(
+    manifests, snapshot_ids = _validation_history(
         table,
         parent_snapshot,
         starting_snapshot,
diff --git a/tests/table/test_validate.py b/tests/table/test_validate.py
index 74a0b59566..1da8718805 100644
--- a/tests/table/test_validate.py
+++ b/tests/table/test_validate.py
@@ -25,7 +25,7 @@
 from pyiceberg.manifest import ManifestContent, ManifestEntry, ManifestEntryStatus, ManifestFile
 from pyiceberg.table import Table
 from pyiceberg.table.snapshots import Operation, Snapshot, Summary
-from pyiceberg.table.update.validate import _deleted_data_files, _validate_deleted_data_files, validation_history
+from pyiceberg.table.update.validate import _deleted_data_files, _validate_deleted_data_files, _validation_history
 
 
 @pytest.fixture
@@ -69,7 +69,7 @@ def mock_read_manifest_side_effect(self: Snapshot, io: FileIO) -> list[ManifestF
         return []
 
     with patch("pyiceberg.table.snapshots.Snapshot.manifests", new=mock_read_manifest_side_effect):
-        manifests, snapshots = validation_history(
+        manifests, snapshots = _validation_history(
             table,
             oldest_snapshot,
             newest_snapshot,
@@ -99,7 +99,7 @@ def test_validation_history_fails_on_snapshot_with_no_summary(
     )
     with patch("pyiceberg.table.update.validate.ancestors_between", return_value=[snapshot_with_no_summary]):
         with pytest.raises(ValidationException):
-            validation_history(
+            _validation_history(
                 table,
                 oldest_snapshot,
                 newest_snapshot,
@@ -129,7 +129,7 @@ def mock_read_manifest_side_effect(self: Snapshot, io: FileIO) -> list[ManifestF
     with patch("pyiceberg.table.snapshots.Snapshot.manifests", new=mock_read_manifest_side_effect):
         with patch("pyiceberg.table.update.validate.ancestors_between", return_value=missing_oldest_snapshot):
             with pytest.raises(ValidationException):
-                validation_history(
+                _validation_history(
                     table,
                     oldest_snapshot,
                     newest_snapshot,

From 7290626722bc0c02dedbc75fc3346c01dd4b6692 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 3 Jun 2025 00:19:43 -0400
Subject: [PATCH 199/357] Build: Bump datafusion from 46.0.0 to 47.0.0 (#2063)

Bumps [datafusion](https://github.com/apache/datafusion-python) from
46.0.0 to 47.0.0.
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/apache/datafusion-python/commit/ebd62d052cd54fccbcf73fedab8ed042752c1dd6"><code>ebd62d0</code></a>
Minor: clippy update warning</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/ab748c7af927278459c145cb790020357a843475"><code>ab748c7</code></a>
Prepare for 47 release</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/94e7ba7208dc8bda2a8bca041f7446d3d3409f59"><code>94e7ba7</code></a>
Bump astral</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/85c34ef833e41b5359138fd3795f4ec69e60ac00"><code>85c34ef</code></a>
Bump object store</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/f66ce44081cf8c7e386fa1c8eb9f00af7a1084f3"><code>f66ce44</code></a>
Bump tokio to 1.45</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/5eef7d2e75383013a9196ed5c5206801a4c7bbea"><code>5eef7d2</code></a>
Running cargo update</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/c58d522f4d7c3d05becde35acbc9809a66470dae"><code>c58d522</code></a>
Update cargo lock for ffi example</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/278a33ef005211c93ffd1ea478d985c660014a26"><code>278a33e</code></a>
feat: add user defined table function support (<a
href="https://redirect.github.com/apache/datafusion-python/issues/1113">#1113</a>)</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/1e7494bae56ef0d0153205e5656a7c52bb10bb8f"><code>1e7494b</code></a>
add unit tests for expression functions (<a
href="https://redirect.github.com/apache/datafusion-python/issues/1121">#1121</a>)</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/e8aa671b750265b09d0340318cd2022fd4454cc9"><code>e8aa671</code></a>
Move the udf module to user_defined (<a
href="https://redirect.github.com/apache/datafusion-python/issues/1112">#1112</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/apache/datafusion-python/compare/46.0.0...47.0.0">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=datafusion&package-manager=pip&previous-version=46.0.0&new-version=47.0.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
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`@dependabot rebase`.

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<br />

You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
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Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock    | 16 ++++++++--------
 pyproject.toml |  2 +-
 2 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 8aa1c21011..4fc07869f0 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1122,18 +1122,18 @@ files = [
 
 [[package]]
 name = "datafusion"
-version = "46.0.0"
+version = "47.0.0"
 description = "Build and run queries against data"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "datafusion-46.0.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:4517b6d2d35fb7d9044519a9ef3388ed504d82cbbaaba4bf3fef1da673c8357a"},
-    {file = "datafusion-46.0.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:2770a1606a9d0f1f9d64648e3777413bbcff0bee7b9a1ccb067f989e3a1c7b96"},
-    {file = "datafusion-46.0.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bc115441c17036ddd730bb6281ecc88269973691ec51279be173bd3cc3e5d219"},
-    {file = "datafusion-46.0.0-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:f40d9eeaa0ac4776bf0cea943228c945ec5bae8032263ad7871c8d82e8a2725a"},
-    {file = "datafusion-46.0.0-cp39-abi3-win_amd64.whl", hash = "sha256:2b783b3fd8ee91bedfcdb353a3e700d65b61552a84e072940f78e0cde461bb98"},
-    {file = "datafusion-46.0.0.tar.gz", hash = "sha256:e8adb6b987068585bc12f63ea51776919b09376833b2412da6cc8ff77d85c553"},
+    {file = "datafusion-47.0.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:ccd83a8e49fb39be06ddfa87023200a9ddc93d181247654ac951fa5720219d08"},
+    {file = "datafusion-47.0.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:43677e6284b165727031aec14d4beaa97296e991960293c61dcb66a3a9ce59b8"},
+    {file = "datafusion-47.0.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d244ed32a2fae7c4dd292a6bfe092cc94b3b86c600eddb7d633609043d406bae"},
+    {file = "datafusion-47.0.0-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:b3304ec63fb89f27e4280226807fd033ed7f0ea36d2d69fecf68f257d975c24d"},
+    {file = "datafusion-47.0.0-cp39-abi3-win_amd64.whl", hash = "sha256:73c5d056908185c77eedcaea43a5a8ab5e1c2e747a3e34d36d3625e09a3dc2af"},
+    {file = "datafusion-47.0.0.tar.gz", hash = "sha256:19a6976731aa96a6f6e264c390c64b9e32051e866366bd69450bc77e67bc91b1"},
 ]
 
 [package.dependencies]
@@ -5977,4 +5977,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "9d4fe56235c1988928b6dc5eebc9374ed92e7d6cb52e5356b21c543196f31bda"
+content-hash = "fb4fa1f20093b96c06b07ab1704e10534e365a46c590d7038a971e1bfe7b0438"
diff --git a/pyproject.toml b/pyproject.toml
index 3296b83325..d4a32eff11 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -100,7 +100,7 @@ pytest-mock = "3.14.1"
 pyspark = "3.5.5"
 cython = "3.1.1"
 deptry = ">=0.14,<0.24"
-datafusion = ">=44,<47"
+datafusion = ">=44,<48"
 docutils = "!=0.21.post1"   # https://github.com/python-poetry/poetry/issues/9248#issuecomment-2026240520
 
 [tool.poetry.group.docs.dependencies]

From 583940e291eaf2f8531fccb6330e606a87aff08f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 3 Jun 2025 00:20:16 -0400
Subject: [PATCH 200/357] Build: Bump huggingface-hub from 0.32.2 to 0.32.3
 (#2061)

Bumps [huggingface-hub](https://github.com/huggingface/huggingface_hub)
from 0.32.2 to 0.32.3.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/huggingface/huggingface_hub/releases">huggingface-hub's
releases</a>.</em></p>
<blockquote>
<h2>[v0.32.3]: Handle env variables in <code>tiny-agents</code>, better
CLI exit and handling of MCP tool calls arguments</h2>
<p>Full Changelog: <a
href="https://github.com/huggingface/huggingface_hub/compare/v0.32.2...v0.32.3">https://github.com/huggingface/huggingface_hub/compare/v0.32.2...v0.32.3</a></p>
<p>This release introduces some improvements and bug fixes to
<code>tiny-agents</code>:</p>
<ul>
<li>[tiny-agents] Handle env variables in tiny-agents (Python client) <a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3129">#3129</a></li>
<li>[Fix] <code>tiny-agents</code> cli exit issues <a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3125">#3125</a></li>
<li>Improve Handling of MCP Tool Call Arguments <a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3127">#3127</a></li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/b71dbb7435dbb6b3fe444789ad5324ef4b0f4357"><code>b71dbb7</code></a>
Release: v0.32.3</li>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/2cff6e4000f74173f8b58f2ad92da2b1473d2eaa"><code>2cff6e4</code></a>
[tiny-agents] Handle env variables in tiny-agents (Python client) (<a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3129">#3129</a>)</li>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/61bdee74664a5d4a262c1bb83915e445c5201158"><code>61bdee7</code></a>
Fix <code>tiny-agents</code> cli exit issues (<a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3125">#3125</a>)</li>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/a212a632c702881c33eb5c31bfd83351663aa4bd"><code>a212a63</code></a>
Improve Handling of MCP Tool Call Arguments (<a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3127">#3127</a>)</li>
<li>See full diff in <a
href="https://github.com/huggingface/huggingface_hub/compare/v0.32.2...v0.32.3">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=huggingface-hub&package-manager=pip&previous-version=0.32.2&new-version=0.32.3)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

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---

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You can trigger Dependabot actions by commenting on this PR:
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---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 4fc07869f0..294befde94 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1950,15 +1950,15 @@ tests = ["pytest"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.32.2"
+version = "0.32.3"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = true
 python-versions = ">=3.8.0"
 groups = ["main"]
 markers = "extra == \"hf\""
 files = [
-    {file = "huggingface_hub-0.32.2-py3-none-any.whl", hash = "sha256:f8fcf14603237eadf96dbe577d30b330f8c27b4a0a31e8f6c94fdc25e021fdb8"},
-    {file = "huggingface_hub-0.32.2.tar.gz", hash = "sha256:64a288b1eadad6b60bbfd50f0e52fd6cfa2ef77ab13c3e8a834a038ae929de54"},
+    {file = "huggingface_hub-0.32.3-py3-none-any.whl", hash = "sha256:e46f7ea7fe2b5e5f67cc4e37eb201140091946a314d7c2b134a9673dadd80b6a"},
+    {file = "huggingface_hub-0.32.3.tar.gz", hash = "sha256:752c889ebf3a63cbd39803f6d87ccc135a463bbcb36abfa2faff0ccbf1cec087"},
 ]
 
 [package.dependencies]

From 3e2fc891128e0c5de5f5687e1f0db48e1b044dee Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 3 Jun 2025 00:20:33 -0400
Subject: [PATCH 201/357] Build: Bump getdaft from 0.4.16 to 0.4.18 (#2060)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [getdaft](https://github.com/Eventual-Inc/Daft) from 0.4.16 to
0.4.18.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/Eventual-Inc/Daft/releases">getdaft's
releases</a>.</em></p>
<blockquote>
<h2>v0.4.18</h2>
<h2>What's Changed 🚀</h2>
<h2>🐛 Bug Fixes</h2>
<ul>
<li>fix: Implement dedicated map growable <a
href="https://github.com/colin-ho"><code>@​colin-ho</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4435">#4435</a>)</li>
<li>fix: update broken-link-checker.yml <a
href="https://github.com/ccmao1130"><code>@​ccmao1130</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4440">#4440</a>)</li>
<li>fix: casting from list(list(T)) to list(tensor(T, shape)) <a
href="https://github.com/universalmind303"><code>@​universalmind303</code></a>
(<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4437">#4437</a>)</li>
<li>fix: Ensure additional columns are passed through granular
projection splitting <a
href="https://github.com/srilman"><code>@​srilman</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4423">#4423</a>)</li>
<li>fix: Improve UDF errors <a
href="https://github.com/colin-ho"><code>@​colin-ho</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4424">#4424</a>)</li>
</ul>
<h2>🔧 Maintenance</h2>
<ul>
<li>chore: Upgrade Ruff ruleset to 3.9 and add <code>from __future__
import annotations</code> <a
href="https://github.com/srilman"><code>@​srilman</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4393">#4393</a>)</li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/Eventual-Inc/Daft/compare/v0.4.17...v0.4.18">https://github.com/Eventual-Inc/Daft/compare/v0.4.17...v0.4.18</a></p>
<h2>v0.4.17</h2>
<h2>What's Changed 🚀</h2>
<ul>
<li>build: make dashboard self contained again, except when running in
ci <a
href="https://github.com/universalmind303"><code>@​universalmind303</code></a>
(<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4417">#4417</a>)</li>
</ul>
<h2>✨ Features</h2>
<ul>
<li>feat(catalogs): enable Rust usage of Python catalogs and tables <a
href="https://github.com/kevinzwang"><code>@​kevinzwang</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4394">#4394</a>)</li>
<li>feat: adds functions prelude and clean up contributing notes. <a
href="https://github.com/rchowell"><code>@​rchowell</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4416">#4416</a>)</li>
<li>feat: Add duration expressions <a
href="https://github.com/rohitkulshreshtha"><code>@​rohitkulshreshtha</code></a>
(<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4391">#4391</a>)</li>
</ul>
<h2>🐛 Bug Fixes</h2>
<ul>
<li>fix(dashboard): broadcast url <a
href="https://github.com/universalmind303"><code>@​universalmind303</code></a>
(<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4404">#4404</a>)</li>
<li>fix: substr with null args <a
href="https://github.com/universalmind303"><code>@​universalmind303</code></a>
(<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4415">#4415</a>)</li>
<li>fix: Enable strict mode for mypy in pre-commit <a
href="https://github.com/colin-ho"><code>@​colin-ho</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4422">#4422</a>)</li>
<li>fix: Fix iceberg docker compose entrypoint command <a
href="https://github.com/colin-ho"><code>@​colin-ho</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4428">#4428</a>)</li>
<li>fix: Progress bar no longer panics <a
href="https://github.com/desmondcheongzx"><code>@​desmondcheongzx</code></a>
(<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4421">#4421</a>)</li>
<li>fix(spark-connect): withColumnRenamed now preserves non-renamed
columns <a href="https://github.com/jwills"><code>@​jwills</code></a>
(<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4418">#4418</a>)</li>
<li>fix(mypy): mypy fixes for daft.runners <a
href="https://github.com/srilman"><code>@​srilman</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4392">#4392</a>)</li>
<li>fix: Add s3n to parse_url <a
href="https://github.com/desmondcheongzx"><code>@​desmondcheongzx</code></a>
(<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4405">#4405</a>)</li>
<li>fix(tests): add retry to pyarrow parquet read <a
href="https://github.com/kevinzwang"><code>@​kevinzwang</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4408">#4408</a>)</li>
<li>fix(ci): import matplotlib for window function tutorial <a
href="https://github.com/kevinzwang"><code>@​kevinzwang</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4407">#4407</a>)</li>
</ul>
<h2>♻️ Refactor</h2>
<ul>
<li>refactor(exprs): literal support for FunctionArgs proc macro <a
href="https://github.com/kevinzwang"><code>@​kevinzwang</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4401">#4401</a>)</li>
</ul>
<h2>📖 Documentation</h2>
<ul>
<li>docs: Fix docs generation for
<code>Expression.embedding.cosine_distance</code> <a
href="https://github.com/srilman"><code>@​srilman</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4419">#4419</a>)</li>
<li>docs: fix readthedocs version dropdown <a
href="https://github.com/ccmao1130"><code>@​ccmao1130</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4406">#4406</a>)</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/b7af7d6aa8e14ff784cf79877719ecfdc4ee061e"><code>b7af7d6</code></a>
fix: Implement dedicated map growable (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4435">#4435</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/00a302b502ea2965c2a974660158f0914839bdc6"><code>00a302b</code></a>
fix: update broken-link-checker.yml (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4440">#4440</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/7573cdbaa4e00026e31be9c398680593da2e23b4"><code>7573cdb</code></a>
fix: casting from list(list(T)) to list(tensor(T, shape)) (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4437">#4437</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/5db2e18e5c8253d671115a675f4322ad81b1e709"><code>5db2e18</code></a>
chore: Upgrade Ruff ruleset to 3.9 and add `from <strong>future</strong>
import annotation...</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/1714b537a78b8e5f4f676f7735a1eac8b0ad6aff"><code>1714b53</code></a>
fix: Ensure additional columns are passed through granular projection
splitti...</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/88baf41adc0690a87a96d0a10162a3cd103db714"><code>88baf41</code></a>
fix: Improve UDF errors (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4424">#4424</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/52e74fd3c84f2895ab8d0efcfa28a30484a71454"><code>52e74fd</code></a>
ci: Add retries to requirements installation (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4430">#4430</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/2e60afffc5fe289679b14c3193c21444993f9dec"><code>2e60aff</code></a>
feat(catalogs): enable Rust usage of Python catalogs and tables (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4394">#4394</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/75cfc69f8faf58f2f1c67843e44efbc927dff326"><code>75cfc69</code></a>
ci: Up broken link checker retries (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4429">#4429</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/0eb5896313186c434e0f5f7d45b0a2033cc30e6f"><code>0eb5896</code></a>
fix(dashboard): broadcast url (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4404">#4404</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/Eventual-Inc/Daft/compare/v0.4.16...v0.4.18">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 294befde94..72ac6e8f88 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1613,19 +1613,19 @@ gcsfuse = ["fusepy"]
 
 [[package]]
 name = "getdaft"
-version = "0.4.16"
+version = "0.4.18"
 description = "Distributed Dataframes for Multimodal Data"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"daft\""
 files = [
-    {file = "getdaft-0.4.16-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:2ae85aa3f7ff95afa366e30b2645db05dc77fb1cf1b31aca4617062ed7bfd808"},
-    {file = "getdaft-0.4.16-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:410a3fa24404ce302fd7278184fcda901393095a03b3ff35e7fb2ac06207c383"},
-    {file = "getdaft-0.4.16-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:45f816ce0dc897c4a69a41f5b8bc241192dadfe63abcc6dd0d6a61c85bf0375f"},
-    {file = "getdaft-0.4.16-cp39-abi3-manylinux_2_24_x86_64.whl", hash = "sha256:8ab96334e5447c60d07efe33f59b11f12377aaf5d44d686b76b6733ede28421c"},
-    {file = "getdaft-0.4.16-cp39-abi3-win_amd64.whl", hash = "sha256:9834eefabb5930729e8d0122e2c0af7c908d0f222e0ef2f5b091a40598da0e78"},
-    {file = "getdaft-0.4.16.tar.gz", hash = "sha256:3f407b710000f640e9c790b886615fe677a32b9dcbde3085fe026152f2233785"},
+    {file = "getdaft-0.4.18-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:ef7fd708e230ef7a80afe0b91d2ecc03d5ff3ec78826c5f39ff5a8fb15517ed2"},
+    {file = "getdaft-0.4.18-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:d2ae3a7271eaa6f93e830bea80ea7ded0d2c3814b97b4b615af41e6aac91268b"},
+    {file = "getdaft-0.4.18-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:626f644af9f16ea77accf80177151fa6817313d596633e46d893ca2b232b1856"},
+    {file = "getdaft-0.4.18-cp39-abi3-manylinux_2_24_x86_64.whl", hash = "sha256:4e5ad35750731499a39c6056620e09ef7f310e1364a7c9d6310341e5f7478ba2"},
+    {file = "getdaft-0.4.18-cp39-abi3-win_amd64.whl", hash = "sha256:def486c781c414b241a7843eb8c54c1ba105795cb14283d5986e395bd0510abc"},
+    {file = "getdaft-0.4.18.tar.gz", hash = "sha256:ff10119147a28cfaad949f1599d9e8317069d07f83098c8d40744c4f10b51398"},
 ]
 
 [package.dependencies]

From 38b8b8b5ff8519c78461ef442cac3903730bc354 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 3 Jun 2025 00:34:46 -0400
Subject: [PATCH 202/357] Build: Bump pyspark from 3.5.5 to 3.5.6 (#2062)

Bumps [pyspark](https://github.com/apache/spark) from 3.5.5 to 3.5.6.
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/apache/spark/commit/303c18c74664f161b9b969ac343784c088b47593"><code>303c18c</code></a>
Preparing Spark release v3.5.6-rc1</li>
<li><a
href="https://github.com/apache/spark/commit/5e17ddfd76d4a2c6bfed096f87fd98a1ba3319f6"><code>5e17ddf</code></a>
Revert &quot;Preparing Spark release v3.5.6-rc1&quot;</li>
<li><a
href="https://github.com/apache/spark/commit/66bd39168cb30695bcaa5e38d1491ffd6c67430e"><code>66bd391</code></a>
Revert &quot;Preparing development version 3.5.7-SNAPSHOT&quot;</li>
<li><a
href="https://github.com/apache/spark/commit/e2b0b3788b465918736477c7e28e6489d1dc2942"><code>e2b0b37</code></a>
Revert &quot;Revert &quot;[SPARK-52276][BUILD] Make ANSWER not to be
overwritten in rel...</li>
<li><a
href="https://github.com/apache/spark/commit/35134dd175c87f476de29dd955f8c05b834ee542"><code>35134dd</code></a>
Revert &quot;Revert &quot;[SPARK-52225][BUILD][FOLLOW-UP] Change -it to
-ti in Docker e...</li>
<li><a
href="https://github.com/apache/spark/commit/7c8c5b7b9615aaa5691c845b043ceb4175516e72"><code>7c8c5b7</code></a>
Revert &quot;[SPARK-52225][BUILD][FOLLOW-UP] Change -it to -ti in Docker
execution...</li>
<li><a
href="https://github.com/apache/spark/commit/4c7472b8a015b55b1556c3959e7225c8e74a9610"><code>4c7472b</code></a>
Revert &quot;[SPARK-52276][BUILD] Make ANSWER not to be overwritten in
release scr...</li>
<li><a
href="https://github.com/apache/spark/commit/5f3d97e9e0579a2e28dff1bb4986c636adcc0004"><code>5f3d97e</code></a>
[SPARK-52276][BUILD] Make ANSWER not to be overwritten in release
scripts</li>
<li><a
href="https://github.com/apache/spark/commit/ef44dbd08cb05ca2fe5fd636eb02f1211d85eeb3"><code>ef44dbd</code></a>
[SPARK-52225][BUILD][FOLLOW-UP] Change -it to -ti in Docker execution in
rele...</li>
<li><a
href="https://github.com/apache/spark/commit/0148bb2dc2c8d1537c5d34e6bfb4c3a4debfd173"><code>0148bb2</code></a>
Preparing development version 3.5.7-SNAPSHOT</li>
<li>Additional commits viewable in <a
href="https://github.com/apache/spark/compare/v3.5.5...v3.5.6">compare
view</a></li>
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You can trigger Dependabot actions by commenting on this PR:
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Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock    | 6 +++---
 pyproject.toml | 2 +-
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 72ac6e8f88..09ea410477 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -4259,13 +4259,13 @@ files = [
 
 [[package]]
 name = "pyspark"
-version = "3.5.5"
+version = "3.5.6"
 description = "Apache Spark Python API"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "pyspark-3.5.5.tar.gz", hash = "sha256:6effc9ce98edf231f4d683fd14f7270629bf8458c628d6a2620ded4bb34f3cb9"},
+    {file = "pyspark-3.5.6.tar.gz", hash = "sha256:f8b1c4360e41ab398c64904fae08740503bcb6bd389457d659fa6d9f2952cc48"},
 ]
 
 [package.dependencies]
@@ -5977,4 +5977,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "fb4fa1f20093b96c06b07ab1704e10534e365a46c590d7038a971e1bfe7b0438"
+content-hash = "fb2fa0b2764e8528206e2e401ad35a12b8edf31350d130796d5bb279d8785b58"
diff --git a/pyproject.toml b/pyproject.toml
index d4a32eff11..d906dff646 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -97,7 +97,7 @@ requests-mock = "1.12.1"
 moto = { version = "^5.0.2", extras = ["server"] }
 typing-extensions = "4.13.2"
 pytest-mock = "3.14.1"
-pyspark = "3.5.5"
+pyspark = "3.5.6"
 cython = "3.1.1"
 deptry = ">=0.14,<0.24"
 datafusion = ">=44,<48"

From 5853691a98f22344a64b17b5401f68556b84eddc Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Sat, 7 Jun 2025 20:40:26 +0200
Subject: [PATCH 203/357] Leverage Iceberg-Rust for all the transforms (#1833)

# Rationale for this change

Testing out to use Iceberg Rust for all of the transforms. I think we
have some rounding error in
https://github.com/apache/iceberg-rust/pull/1128/

Closes https://github.com/apache/iceberg-python/issues/1591

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->

---------

Co-authored-by: Kevin Liu <kevin.jq.liu@gmail.com>
---
 poetry.lock                      |  54 ++++++-------
 pyiceberg/transforms.py          | 128 ++++++++++---------------------
 pyproject.toml                   |   4 +-
 tests/table/test_partitioning.py |  12 +--
 tests/test_transforms.py         |  35 +--------
 5 files changed, 73 insertions(+), 160 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 09ea410477..f41ef7d861 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -58,7 +58,7 @@ description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -71,7 +71,7 @@ description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "aiohttp-3.11.14-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e2bc827c01f75803de77b134afdbf74fa74b62970eafdf190f3244931d7a5c0d"},
     {file = "aiohttp-3.11.14-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e365034c5cf6cf74f57420b57682ea79e19eb29033399dd3f40de4d0171998fa"},
@@ -196,7 +196,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
+markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -248,7 +248,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version <= \"3.10\""
+markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version <= \"3.10\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -265,7 +265,7 @@ files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
-markers = {main = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"}
+markers = {main = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"}
 
 [package.extras]
 benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
@@ -467,7 +467,7 @@ files = [
     {file = "boto3-1.37.3-py3-none-any.whl", hash = "sha256:2063b40af99fd02f6228ff52397b552ff3353831edaf8d25cc04801827ab9794"},
     {file = "boto3-1.37.3.tar.gz", hash = "sha256:21f3ce0ef111297e63a6eb998a25197b8c10982970c320d4c6e8db08be2157be"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.37.3,<1.38.0"
@@ -488,7 +488,7 @@ files = [
     {file = "botocore-1.37.3-py3-none-any.whl", hash = "sha256:d01bd3bf4c80e61fa88d636ad9f5c9f60a551d71549b481386c6b4efe0bb2b2e"},
     {file = "botocore-1.37.3.tar.gz", hash = "sha256:fe8403eb55a88faf9b0f9da6615e5bee7be056d75e17af66c3c8f0a3b0648da4"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -1449,7 +1449,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
+markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
 files = [
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5b6a66c18b5b9dd261ca98dffcb826a525334b2f29e7caa54e182255c5f6a65a"},
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d1b3eb7b05ea246510b43a7e53ed1653e55c2121019a97e60cad7efb881a97bb"},
@@ -2162,7 +2162,7 @@ files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [[package]]
 name = "joserfc"
@@ -2980,7 +2980,7 @@ description = "multidict implementation"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "multidict-6.2.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b9f6392d98c0bd70676ae41474e2eecf4c7150cb419237a41f8f96043fcb81d1"},
     {file = "multidict-6.2.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3501621d5e86f1a88521ea65d5cad0a0834c77b26f193747615b7c911e5422d2"},
@@ -3574,7 +3574,7 @@ description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "propcache-0.3.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:f27785888d2fdd918bc36de8b8739f2d6c791399552333721b58193f68ea3e98"},
     {file = "propcache-0.3.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d4e89cde74154c7b5957f87a355bb9c8ec929c167b59c83d90654ea36aeb6180"},
@@ -3882,7 +3882,7 @@ files = [
     {file = "pyarrow-20.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:9965a050048ab02409fb7cbbefeedba04d3d67f2cc899eff505cc084345959ca"},
     {file = "pyarrow-20.0.0.tar.gz", hash = "sha256:febc4a913592573c8d5805091a6c2b5064c8bd6e002131f01061797d91c783c1"},
 ]
-markers = {main = "extra == \"daft\" or extra == \"duckdb\" or extra == \"pandas\" or extra == \"pyarrow\" or extra == \"ray\""}
+markers = {main = "extra == \"pyarrow\" or extra == \"pandas\" or extra == \"duckdb\" or extra == \"ray\" or extra == \"daft\""}
 
 [package.extras]
 test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
@@ -4080,19 +4080,19 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pyiceberg-core"
-version = "0.4.0"
+version = "0.5.1"
 description = ""
 optional = true
-python-versions = "*"
+python-versions = "~=3.9"
 groups = ["main"]
-markers = "extra == \"pyiceberg-core\""
+markers = "extra == \"pyarrow\" or extra == \"pyiceberg-core\""
 files = [
-    {file = "pyiceberg_core-0.4.0-cp39-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:5aec569271c96e18428d542f9b7007117a7232c06017f95cb239d42e952ad3b4"},
-    {file = "pyiceberg_core-0.4.0-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5e74773e58efa4df83aba6f6265cdd41e446fa66fa4e343ca86395fed9f209ae"},
-    {file = "pyiceberg_core-0.4.0-cp39-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:7675d21a54bf3753c740d8df78ad7efe33f438096844e479d4f3493f84830925"},
-    {file = "pyiceberg_core-0.4.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7058ad935a40b1838e4cdc5febd768878c1a51f83dca005d5a52a7fa280a2489"},
-    {file = "pyiceberg_core-0.4.0-cp39-abi3-win_amd64.whl", hash = "sha256:a83eb4c2307ae3dd321a9360828fb043a4add2cc9797bef0bafa20894488fb07"},
-    {file = "pyiceberg_core-0.4.0.tar.gz", hash = "sha256:d2e6138707868477b806ed354aee9c476e437913a331cb9ad9ad46b4054cd11f"},
+    {file = "pyiceberg_core-0.5.1-cp39-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:f5bffe70f036d4409ab5f8a2a52353635dfa9afa665e84eb5fb0415d12171aaa"},
+    {file = "pyiceberg_core-0.5.1-cp39-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:aa5d0d00efeb7c03ad48b17577452f42398f398b41034d2695a294c872365fcd"},
+    {file = "pyiceberg_core-0.5.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6ae88f65f68898a680dde4d83179903d14b9ef2ca8f7b8715fca5d91a2aa24cd"},
+    {file = "pyiceberg_core-0.5.1-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:9d02f82292d2d01cc6b43f79eadf1209e84457cf0a2b945a2ed834245d6a45f6"},
+    {file = "pyiceberg_core-0.5.1-cp39-abi3-win_amd64.whl", hash = "sha256:aad22d3ea743fcf941336542fcf565e16b28b9131087d70e1b03924005334af3"},
+    {file = "pyiceberg_core-0.5.1.tar.gz", hash = "sha256:5359750e690169e06e4c20b74854f0048abbb5fe74b75919247d87cf2af2fcf4"},
 ]
 
 [[package]]
@@ -4392,7 +4392,7 @@ description = "World timezone definitions, modern and historical"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"gcsfs\" or extra == \"pandas\" or extra == \"ray\""
+markers = "extra == \"pandas\" or extra == \"ray\" or extra == \"gcsfs\""
 files = [
     {file = "pytz-2025.2-py2.py3-none-any.whl", hash = "sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00"},
     {file = "pytz-2025.2.tar.gz", hash = "sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3"},
@@ -4992,7 +4992,7 @@ files = [
     {file = "s3transfer-0.11.3-py3-none-any.whl", hash = "sha256:ca855bdeb885174b5ffa95b9913622459d4ad8e331fc98eb01e6d5eb6a30655d"},
     {file = "s3transfer-0.11.3.tar.gz", hash = "sha256:edae4977e3a122445660c7c114bba949f9d191bae3b34a096f18a1c8c354527a"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.36.0,<2.0a.0"
@@ -5426,7 +5426,7 @@ description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"daft\" or extra == \"hf\""
+markers = "extra == \"hf\" or extra == \"daft\""
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -5726,7 +5726,7 @@ description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7df647e8edd71f000a5208fe6ff8c382a1de8edfbccdbbfe649d263de07d8c34"},
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c69697d3adff5aa4f874b19c0e4ed65180ceed6318ec856ebc423aa5850d84f7"},
@@ -5964,7 +5964,7 @@ hive = ["thrift"]
 hive-kerberos = ["kerberos", "thrift", "thrift-sasl"]
 pandas = ["pandas", "pyarrow"]
 polars = ["polars"]
-pyarrow = ["pyarrow"]
+pyarrow = ["pyarrow", "pyiceberg-core"]
 pyiceberg-core = ["pyiceberg-core"]
 ray = ["pandas", "pyarrow", "ray", "ray"]
 rest-sigv4 = ["boto3"]
@@ -5977,4 +5977,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "fb2fa0b2764e8528206e2e401ad35a12b8edf31350d130796d5bb279d8785b58"
+content-hash = "93eda79de3991bea0b9520f69372d146f7fd3d128cd982ea5afb78e8ec5d94f2"
diff --git a/pyiceberg/transforms.py b/pyiceberg/transforms.py
index 19889a98e8..8dda85a48b 100644
--- a/pyiceberg/transforms.py
+++ b/pyiceberg/transforms.py
@@ -111,6 +111,36 @@ def _transform_literal(func: Callable[[L], L], lit: Literal[L]) -> Literal[L]:
     return literal(func(lit.value))
 
 
+def _pyiceberg_transform_wrapper(
+    transform_func: Callable[["ArrayLike", Any], "ArrayLike"],
+    *args: Any,
+    expected_type: Optional["pa.DataType"] = None,
+) -> Callable[["ArrayLike"], "ArrayLike"]:
+    try:
+        import pyarrow as pa
+    except ModuleNotFoundError as e:
+        raise ModuleNotFoundError("For partition transforms, PyArrow needs to be installed") from e
+
+    def _transform(array: "ArrayLike") -> "ArrayLike":
+        def _cast_if_needed(arr: "ArrayLike") -> "ArrayLike":
+            if expected_type is not None:
+                return arr.cast(expected_type)
+            else:
+                return arr
+
+        if isinstance(array, pa.Array):
+            return _cast_if_needed(transform_func(array, *args))
+        elif isinstance(array, pa.ChunkedArray):
+            result_chunks = []
+            for arr in array.iterchunks():
+                result_chunks.append(_cast_if_needed(transform_func(arr, *args)))
+            return pa.chunked_array(result_chunks)
+        else:
+            raise ValueError(f"PyArrow array can only be of type pa.Array or pa.ChunkedArray, but found {type(array)}")
+
+    return _transform
+
+
 class Transform(IcebergRootModel[str], ABC, Generic[S, T]):
     """Transform base class for concrete transforms.
 
@@ -175,27 +205,6 @@ def supports_pyarrow_transform(self) -> bool:
     @abstractmethod
     def pyarrow_transform(self, source: IcebergType) -> "Callable[[pa.Array], pa.Array]": ...
 
-    def _pyiceberg_transform_wrapper(
-        self, transform_func: Callable[["ArrayLike", Any], "ArrayLike"], *args: Any
-    ) -> Callable[["ArrayLike"], "ArrayLike"]:
-        try:
-            import pyarrow as pa
-        except ModuleNotFoundError as e:
-            raise ModuleNotFoundError("For bucket/truncate transforms, PyArrow needs to be installed") from e
-
-        def _transform(array: "ArrayLike") -> "ArrayLike":
-            if isinstance(array, pa.Array):
-                return transform_func(array, *args)
-            elif isinstance(array, pa.ChunkedArray):
-                result_chunks = []
-                for arr in array.iterchunks():
-                    result_chunks.append(transform_func(arr, *args))
-                return pa.chunked_array(result_chunks)
-            else:
-                raise ValueError(f"PyArrow array can only be of type pa.Array or pa.ChunkedArray, but found {type(array)}")
-
-        return _transform
-
 
 def parse_transform(v: Any) -> Transform[Any, Any]:
     if isinstance(v, str):
@@ -375,7 +384,7 @@ def __repr__(self) -> str:
     def pyarrow_transform(self, source: IcebergType) -> "Callable[[pa.Array], pa.Array]":
         from pyiceberg_core import transform as pyiceberg_core_transform
 
-        return self._pyiceberg_transform_wrapper(pyiceberg_core_transform.bucket, self._num_buckets)
+        return _pyiceberg_transform_wrapper(pyiceberg_core_transform.bucket, self._num_buckets)
 
     @property
     def supports_pyarrow_transform(self) -> bool:
@@ -501,22 +510,9 @@ def __repr__(self) -> str:
 
     def pyarrow_transform(self, source: IcebergType) -> "Callable[[pa.Array], pa.Array]":
         import pyarrow as pa
-        import pyarrow.compute as pc
-
-        if isinstance(source, DateType):
-            epoch = pa.scalar(datetime.EPOCH_DATE)
-        elif isinstance(source, TimestampType):
-            epoch = pa.scalar(datetime.EPOCH_TIMESTAMP)
-        elif isinstance(source, TimestamptzType):
-            epoch = pa.scalar(datetime.EPOCH_TIMESTAMPTZ)
-        elif isinstance(source, TimestampNanoType):
-            epoch = pa.scalar(datetime.EPOCH_TIMESTAMP).cast(pa.timestamp("ns"))
-        elif isinstance(source, TimestamptzNanoType):
-            epoch = pa.scalar(datetime.EPOCH_TIMESTAMPTZ).cast(pa.timestamp("ns"))
-        else:
-            raise ValueError(f"Cannot apply year transform for type: {source}")
+        from pyiceberg_core import transform as pyiceberg_core_transform
 
-        return lambda v: pc.years_between(epoch, v) if v is not None else None
+        return _pyiceberg_transform_wrapper(pyiceberg_core_transform.year, expected_type=pa.int32())
 
 
 class MonthTransform(TimeTransform[S]):
@@ -575,28 +571,9 @@ def __repr__(self) -> str:
 
     def pyarrow_transform(self, source: IcebergType) -> "Callable[[pa.Array], pa.Array]":
         import pyarrow as pa
-        import pyarrow.compute as pc
-
-        if isinstance(source, DateType):
-            epoch = pa.scalar(datetime.EPOCH_DATE)
-        elif isinstance(source, TimestampType):
-            epoch = pa.scalar(datetime.EPOCH_TIMESTAMP)
-        elif isinstance(source, TimestamptzType):
-            epoch = pa.scalar(datetime.EPOCH_TIMESTAMPTZ)
-        elif isinstance(source, TimestampNanoType):
-            epoch = pa.scalar(datetime.EPOCH_TIMESTAMP).cast(pa.timestamp("ns"))
-        elif isinstance(source, TimestamptzNanoType):
-            epoch = pa.scalar(datetime.EPOCH_TIMESTAMPTZ).cast(pa.timestamp("ns"))
-        else:
-            raise ValueError(f"Cannot apply month transform for type: {source}")
-
-        def month_func(v: pa.Array) -> pa.Array:
-            return pc.add(
-                pc.multiply(pc.years_between(epoch, v), pa.scalar(12)),
-                pc.add(pc.month(v), pa.scalar(-1)),
-            )
+        from pyiceberg_core import transform as pyiceberg_core_transform
 
-        return lambda v: month_func(v) if v is not None else None
+        return _pyiceberg_transform_wrapper(pyiceberg_core_transform.month, expected_type=pa.int32())
 
 
 class DayTransform(TimeTransform[S]):
@@ -663,22 +640,9 @@ def __repr__(self) -> str:
 
     def pyarrow_transform(self, source: IcebergType) -> "Callable[[pa.Array], pa.Array]":
         import pyarrow as pa
-        import pyarrow.compute as pc
-
-        if isinstance(source, DateType):
-            epoch = pa.scalar(datetime.EPOCH_DATE)
-        elif isinstance(source, TimestampType):
-            epoch = pa.scalar(datetime.EPOCH_TIMESTAMP)
-        elif isinstance(source, TimestamptzType):
-            epoch = pa.scalar(datetime.EPOCH_TIMESTAMPTZ)
-        elif isinstance(source, TimestampNanoType):
-            epoch = pa.scalar(datetime.EPOCH_TIMESTAMP).cast(pa.timestamp("ns"))
-        elif isinstance(source, TimestamptzNanoType):
-            epoch = pa.scalar(datetime.EPOCH_TIMESTAMPTZ).cast(pa.timestamp("ns"))
-        else:
-            raise ValueError(f"Cannot apply day transform for type: {source}")
+        from pyiceberg_core import transform as pyiceberg_core_transform
 
-        return lambda v: pc.days_between(epoch, v) if v is not None else None
+        return _pyiceberg_transform_wrapper(pyiceberg_core_transform.day, expected_type=pa.int32())
 
 
 class HourTransform(TimeTransform[S]):
@@ -728,21 +692,9 @@ def __repr__(self) -> str:
         return "HourTransform()"
 
     def pyarrow_transform(self, source: IcebergType) -> "Callable[[pa.Array], pa.Array]":
-        import pyarrow as pa
-        import pyarrow.compute as pc
-
-        if isinstance(source, TimestampType):
-            epoch = pa.scalar(datetime.EPOCH_TIMESTAMP)
-        elif isinstance(source, TimestamptzType):
-            epoch = pa.scalar(datetime.EPOCH_TIMESTAMPTZ)
-        elif isinstance(source, TimestampNanoType):
-            epoch = pa.scalar(datetime.EPOCH_TIMESTAMP).cast(pa.timestamp("ns"))
-        elif isinstance(source, TimestamptzNanoType):
-            epoch = pa.scalar(datetime.EPOCH_TIMESTAMPTZ).cast(pa.timestamp("ns"))
-        else:
-            raise ValueError(f"Cannot apply hour transform for type: {source}")
+        from pyiceberg_core import transform as pyiceberg_core_transform
 
-        return lambda v: pc.hours_between(epoch, v) if v is not None else None
+        return _pyiceberg_transform_wrapper(pyiceberg_core_transform.hour)
 
 
 def _base64encode(buffer: bytes) -> str:
@@ -965,7 +917,7 @@ def __repr__(self) -> str:
     def pyarrow_transform(self, source: IcebergType) -> "Callable[[pa.Array], pa.Array]":
         from pyiceberg_core import transform as pyiceberg_core_transform
 
-        return self._pyiceberg_transform_wrapper(pyiceberg_core_transform.truncate, self._width)
+        return _pyiceberg_transform_wrapper(pyiceberg_core_transform.truncate, self._width)
 
     @property
     def supports_pyarrow_transform(self) -> bool:
diff --git a/pyproject.toml b/pyproject.toml
index d906dff646..9699f28567 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -81,7 +81,7 @@ psycopg2-binary = { version = ">=2.9.6", optional = true }
 sqlalchemy = { version = "^2.0.18", optional = true }
 getdaft = { version = ">=0.2.12", optional = true }
 cachetools = ">=5.5,<7.0"
-pyiceberg-core = { version = "^0.4.0", optional = true }
+pyiceberg-core = { version = "^0.5.1", optional = true }
 polars = { version = "^1.21.0", optional = true }
 thrift-sasl = { version = ">=0.4.3", optional = true }
 kerberos = {version = "^1.3.1", optional = true}
@@ -289,7 +289,7 @@ generate-setup-file = false
 script = "build-module.py"
 
 [tool.poetry.extras]
-pyarrow = ["pyarrow"]
+pyarrow = ["pyarrow", "pyiceberg-core"]
 pandas = ["pandas", "pyarrow"]
 duckdb = ["duckdb", "pyarrow"]
 ray = ["ray", "pyarrow", "pandas"]
diff --git a/tests/table/test_partitioning.py b/tests/table/test_partitioning.py
index 57ab3e328a..0fe22391c0 100644
--- a/tests/table/test_partitioning.py
+++ b/tests/table/test_partitioning.py
@@ -186,8 +186,8 @@ def test_partition_type(table_schema_simple: Schema) -> None:
         (DecimalType(5, 9), Decimal(19.25)),
         (DateType(), datetime.date(1925, 5, 22)),
         (TimeType(), datetime.time(19, 25, 00)),
-        (TimestampType(), datetime.datetime(19, 5, 1, 22, 1, 1)),
-        (TimestamptzType(), datetime.datetime(19, 5, 1, 22, 1, 1, tzinfo=datetime.timezone.utc)),
+        (TimestampType(), datetime.datetime(2022, 5, 1, 22, 1, 1)),
+        (TimestamptzType(), datetime.datetime(2022, 5, 1, 22, 1, 1, tzinfo=datetime.timezone.utc)),
         (StringType(), "abc"),
         (UUIDType(), UUID("12345678-1234-5678-1234-567812345678").bytes),
         (FixedType(5), 'b"\x8e\xd1\x87\x01"'),
@@ -208,13 +208,7 @@ def test_transform_consistency_with_pyarrow_transform(source_type: PrimitiveType
     ]
     for t in all_transforms:
         if t.can_transform(source_type):
-            try:
-                assert t.transform(source_type)(value) == t.pyarrow_transform(source_type)(pa.array([value])).to_pylist()[0]
-            except ValueError as e:
-                # Skipping unsupported feature
-                if "FeatureUnsupported => Unsupported data type for truncate transform" in str(e):
-                    continue
-                raise
+            assert t.transform(source_type)(value) == t.pyarrow_transform(source_type)(pa.array([value])).to_pylist()[0]
 
 
 def test_deserialize_partition_field_v2() -> None:
diff --git a/tests/test_transforms.py b/tests/test_transforms.py
index d22c94cc93..f8d3ac9d10 100644
--- a/tests/test_transforms.py
+++ b/tests/test_transforms.py
@@ -16,7 +16,7 @@
 # specific language governing permissions and limitations
 # under the License.
 # pylint: disable=eval-used,protected-access,redefined-outer-name
-from datetime import date, datetime
+from datetime import date
 from decimal import Decimal
 from typing import Annotated, Any, Callable, Optional, Union
 from uuid import UUID
@@ -24,7 +24,6 @@
 import mmh3 as mmh3
 import pyarrow as pa
 import pytest
-import pytz
 from pydantic import (
     BeforeValidator,
     PlainSerializer,
@@ -1654,38 +1653,6 @@ def test_bucket_pyarrow_transforms(
     assert expected == transform.pyarrow_transform(source_type)(input_arr)
 
 
-# pyiceberg_core currently does not support bucket transform on timestamp_ns and timestamptz_ns
-# https://github.com/apache/iceberg-rust/issues/1110
-@pytest.mark.parametrize(
-    "source_type, input_arr, num_buckets",
-    [
-        (
-            TimestampNanoType(),
-            pa.array([datetime(1970, 1, 1, 0, 0, 0), datetime(2025, 2, 26, 1, 2, 3)], type=pa.timestamp(unit="ns")),
-            10,
-        ),
-        (
-            TimestamptzNanoType(),
-            pa.array(
-                [datetime(1970, 1, 1, 0, 0, 0), datetime(2025, 2, 26, 1, 2, 3)],
-                type=pa.timestamp(unit="ns", tz=pytz.timezone("Etc/GMT+10")),
-            ),
-            10,
-        ),
-    ],
-)
-def test_unsupported_bucket_pyarrow_transform(
-    source_type: PrimitiveType,
-    input_arr: Union[pa.Array, pa.ChunkedArray],
-    num_buckets: int,
-) -> None:
-    transform: Transform[Any, Any] = BucketTransform(num_buckets=num_buckets)
-    with pytest.raises(ValueError) as exc_info:
-        transform.pyarrow_transform(source_type)(input_arr)
-
-    assert "FeatureUnsupported => Unsupported data type for bucket transform" in str(exc_info.value)
-
-
 @pytest.mark.parametrize(
     "source_type, input_arr, expected, width",
     [

From 1647e2aab2c139785877126d34cbee7946cb5ef3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 10 Jun 2025 06:34:15 +0200
Subject: [PATCH 204/357] Build: Bump cython from 3.1.1 to 3.1.2 (#2081)

---
 poetry.lock    | 160 ++++++++++++++++++++++++-------------------------
 pyproject.toml |   2 +-
 2 files changed, 81 insertions(+), 81 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index f41ef7d861..629211325f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -58,7 +58,7 @@ description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -71,7 +71,7 @@ description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "aiohttp-3.11.14-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e2bc827c01f75803de77b134afdbf74fa74b62970eafdf190f3244931d7a5c0d"},
     {file = "aiohttp-3.11.14-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e365034c5cf6cf74f57420b57682ea79e19eb29033399dd3f40de4d0171998fa"},
@@ -196,7 +196,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -248,7 +248,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version <= \"3.10\""
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version <= \"3.10\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -265,7 +265,7 @@ files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
-markers = {main = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"}
+markers = {main = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"}
 
 [package.extras]
 benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
@@ -467,7 +467,7 @@ files = [
     {file = "boto3-1.37.3-py3-none-any.whl", hash = "sha256:2063b40af99fd02f6228ff52397b552ff3353831edaf8d25cc04801827ab9794"},
     {file = "boto3-1.37.3.tar.gz", hash = "sha256:21f3ce0ef111297e63a6eb998a25197b8c10982970c320d4c6e8db08be2157be"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.37.3,<1.38.0"
@@ -488,7 +488,7 @@ files = [
     {file = "botocore-1.37.3-py3-none-any.whl", hash = "sha256:d01bd3bf4c80e61fa88d636ad9f5c9f60a551d71549b481386c6b4efe0bb2b2e"},
     {file = "botocore-1.37.3.tar.gz", hash = "sha256:fe8403eb55a88faf9b0f9da6615e5bee7be056d75e17af66c3c8f0a3b0648da4"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -1050,74 +1050,74 @@ test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "cython"
-version = "3.1.1"
+version = "3.1.2"
 description = "The Cython compiler for writing C extensions in the Python language."
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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-    {file = "cython-3.1.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9b61b99205308c96b1162de59bd67ecadcad3d166a4a1f03a3d9e826c39cd375"},
-    {file = "cython-3.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d14186bd96783d13b8fd0e5b289f2e137a8a25479638b73a1c7e4a99a8d70753"},
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 [[package]]
@@ -1449,7 +1449,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
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+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [[package]]
 name = "joserfc"
@@ -2980,7 +2980,7 @@ description = "multidict implementation"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
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@@ -3574,7 +3574,7 @@ description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
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 ]
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+markers = {main = "extra == \"daft\" or extra == \"duckdb\" or extra == \"pandas\" or extra == \"pyarrow\" or extra == \"ray\""}
 
 [package.extras]
 test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
@@ -4392,7 +4392,7 @@ description = "World timezone definitions, modern and historical"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"pandas\" or extra == \"ray\" or extra == \"gcsfs\""
+markers = "extra == \"gcsfs\" or extra == \"pandas\" or extra == \"ray\""
 files = [
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 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.36.0,<2.0a.0"
@@ -5426,7 +5426,7 @@ description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"hf\" or extra == \"daft\""
+markers = "extra == \"daft\" or extra == \"hf\""
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -5726,7 +5726,7 @@ description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7df647e8edd71f000a5208fe6ff8c382a1de8edfbccdbbfe649d263de07d8c34"},
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c69697d3adff5aa4f874b19c0e4ed65180ceed6318ec856ebc423aa5850d84f7"},
@@ -5977,4 +5977,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "93eda79de3991bea0b9520f69372d146f7fd3d128cd982ea5afb78e8ec5d94f2"
+content-hash = "c14566bc5c7839ec2ae57bbb1f5652697ef38a9bcd0afd212b3c4d0b23fc56fa"
diff --git a/pyproject.toml b/pyproject.toml
index 9699f28567..f28414fa05 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -98,7 +98,7 @@ moto = { version = "^5.0.2", extras = ["server"] }
 typing-extensions = "4.13.2"
 pytest-mock = "3.14.1"
 pyspark = "3.5.6"
-cython = "3.1.1"
+cython = "3.1.2"
 deptry = ">=0.14,<0.24"
 datafusion = ">=44,<48"
 docutils = "!=0.21.post1"   # https://github.com/python-poetry/poetry/issues/9248#issuecomment-2026240520

From 8fe7b9882647b68e6df2bf1348ff4c8aa22cef46 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 10 Jun 2025 06:34:55 +0200
Subject: [PATCH 205/357] Build: Bump huggingface-hub from 0.32.3 to 0.32.4
 (#2077)

---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 629211325f..c92de0e522 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1950,15 +1950,15 @@ tests = ["pytest"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.32.3"
+version = "0.32.4"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = true
 python-versions = ">=3.8.0"
 groups = ["main"]
 markers = "extra == \"hf\""
 files = [
-    {file = "huggingface_hub-0.32.3-py3-none-any.whl", hash = "sha256:e46f7ea7fe2b5e5f67cc4e37eb201140091946a314d7c2b134a9673dadd80b6a"},
-    {file = "huggingface_hub-0.32.3.tar.gz", hash = "sha256:752c889ebf3a63cbd39803f6d87ccc135a463bbcb36abfa2faff0ccbf1cec087"},
+    {file = "huggingface_hub-0.32.4-py3-none-any.whl", hash = "sha256:37abf8826b38d971f60d3625229221c36e53fe58060286db9baf619cfbf39767"},
+    {file = "huggingface_hub-0.32.4.tar.gz", hash = "sha256:f61d45cd338736f59fb0e97550b74c24ee771bcc92c05ae0766b9116abe720be"},
 ]
 
 [package.dependencies]

From 9cf62dd4116314b4f0967af118021df38eeb18c6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 10 Jun 2025 06:35:17 +0200
Subject: [PATCH 206/357] Build: Bump requests from 2.32.3 to 2.32.4 (#2078)

---
 poetry.lock | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index c92de0e522..cb4c47c5de 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -4689,19 +4689,19 @@ files = [
 
 [[package]]
 name = "requests"
-version = "2.32.3"
+version = "2.32.4"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev", "docs"]
 files = [
-    {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"},
-    {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"},
+    {file = "requests-2.32.4-py3-none-any.whl", hash = "sha256:27babd3cda2a6d50b30443204ee89830707d396671944c998b5975b031ac2b2c"},
+    {file = "requests-2.32.4.tar.gz", hash = "sha256:27d0316682c8a29834d3264820024b62a36942083d52caf2f14c0591336d3422"},
 ]
 
 [package.dependencies]
 certifi = ">=2017.4.17"
-charset-normalizer = ">=2,<4"
+charset_normalizer = ">=2,<4"
 idna = ">=2.5,<4"
 urllib3 = ">=1.21.1,<3"
 

From 1723d35028c267a479782879d1cab71dfa5e92d6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 10 Jun 2025 11:12:31 +0200
Subject: [PATCH 207/357] Build: Bump duckdb from 1.2.2 to 1.3.0 (#2080)

---
 poetry.lock | 89 ++++++++++++++++++++++-------------------------------
 1 file changed, 37 insertions(+), 52 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index cb4c47c5de..a9dafa1d55 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1255,64 +1255,49 @@ dates = ["pytz (>=2019.1)"]
 
 [[package]]
 name = "duckdb"
-version = "1.2.2"
+version = "1.3.0"
 description = "DuckDB in-process database"
 optional = true
 python-versions = ">=3.7.0"
 groups = ["main"]
 markers = "extra == \"duckdb\""
 files = [
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-    {file = "duckdb-1.2.2-cp310-cp310-macosx_12_0_universal2.whl", hash = "sha256:c1fcbc579de8e4fa7e34242fd6f419c1a39520073b1fe0c29ed6e60ed5553f38"},
-    {file = "duckdb-1.2.2-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:690885060c4140922ffa2f6935291c6e74ddad0ca2cf33bff66474ce89312ab3"},
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 ]
 
 [[package]]

From 291e22f72aac9a514ca37ccce4d5800981b8bb32 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 10 Jun 2025 11:12:47 +0200
Subject: [PATCH 208/357] Build: Bump pandas from 2.2.3 to 2.3.0 (#2079)

---
 poetry.lock | 86 ++++++++++++++++++++++++++---------------------------
 1 file changed, 43 insertions(+), 43 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index a9dafa1d55..25f7a2d48b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3333,55 +3333,55 @@ lint = ["black"]
 
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+version = "2.3.0"
 description = "Powerful data structures for data analysis, time series, and statistics"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
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+    {file = "pandas-2.3.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9efc0acbbffb5236fbdf0409c04edce96bec4bdaa649d49985427bd1ec73e085"},
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+    {file = "pandas-2.3.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:e0f51973ba93a9f97185049326d75b942b9aeb472bec616a129806facb129ebb"},
+    {file = "pandas-2.3.0-cp39-cp39-win_amd64.whl", hash = "sha256:b198687ca9c8529662213538a9bb1e60fa0bf0f6af89292eb68fea28743fcd5a"},
+    {file = "pandas-2.3.0.tar.gz", hash = "sha256:34600ab34ebf1131a7613a260a61dbe8b62c188ec0ea4c296da7c9a06b004133"},
 ]
 
 [package.dependencies]

From bf628b1cc9ea01b2182ef2ff564e43574c90c91b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 10 Jun 2025 11:13:08 +0200
Subject: [PATCH 209/357] Build: Bump mkdocstrings-python from 1.16.11 to
 1.16.12 (#2076)

---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 25f7a2d48b..1bd4aed5ac 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2650,14 +2650,14 @@ python-legacy = ["mkdocstrings-python-legacy (>=0.2.1)"]
 
 [[package]]
 name = "mkdocstrings-python"
-version = "1.16.11"
+version = "1.16.12"
 description = "A Python handler for mkdocstrings."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "mkdocstrings_python-1.16.11-py3-none-any.whl", hash = "sha256:25d96cc9c1f9c272ea1bd8222c900b5f852bf46c984003e9c7c56eaa4696190f"},
-    {file = "mkdocstrings_python-1.16.11.tar.gz", hash = "sha256:935f95efa887f99178e4a7becaaa1286fb35adafffd669b04fd611d97c00e5ce"},
+    {file = "mkdocstrings_python-1.16.12-py3-none-any.whl", hash = "sha256:22ded3a63b3d823d57457a70ff9860d5a4de9e8b1e482876fc9baabaf6f5f374"},
+    {file = "mkdocstrings_python-1.16.12.tar.gz", hash = "sha256:9b9eaa066e0024342d433e332a41095c4e429937024945fea511afe58f63175d"},
 ]
 
 [package.dependencies]
@@ -5962,4 +5962,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "c14566bc5c7839ec2ae57bbb1f5652697ef38a9bcd0afd212b3c4d0b23fc56fa"
+content-hash = "7825a9ae7c96f9b76a4ef4727b45e9ebdd01c9de27a0a98579dd881af6396e3b"
diff --git a/pyproject.toml b/pyproject.toml
index f28414fa05..2dfcbcefcd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -109,7 +109,7 @@ mkdocs = "1.6.1"
 griffe = "1.7.3"
 jinja2 = "3.1.6"
 mkdocstrings = "0.29.1"
-mkdocstrings-python = "1.16.11"
+mkdocstrings-python = "1.16.12"
 mkdocs-literate-nav = "0.6.2"
 mkdocs-autorefs = "1.4.2"
 mkdocs-gen-files = "0.5.0"

From b3315d2a3d752408367b5f957e3dce596ffc8f5d Mon Sep 17 00:00:00 2001
From: Jayce Slesar <47452474+jayceslesar@users.noreply.github.com>
Date: Wed, 11 Jun 2025 15:15:36 -0400
Subject: [PATCH 210/357] Robustify boto3 session handling (DynamoDB,
 RestCatalog) (#2071)

3 changes here...

1. Basically a mirror of
https://github.com/apache/iceberg-python/pull/1920 but for dynamo
2. Allow users to pass in an existing client/pass initialize client with
properties in `RestCatalog` with sigv4 enabled. (closes #2070, closes
#2008)
3. Re-use of the client in `add_headers` in `RestCatalog` with sigv4.
(closes #2069 )

---------

Co-authored-by: Marko Grujic <markoog@gmail.com>
---
 poetry.lock                        | 2768 ++++++++++++++++------------
 pyiceberg/catalog/dynamodb.py      |   32 +-
 pyiceberg/catalog/glue.py          |   66 +-
 pyiceberg/catalog/rest/__init__.py |   16 +-
 pyproject.toml                     |   11 +-
 tests/catalog/test_dynamodb.py     |    8 +
 6 files changed, 1639 insertions(+), 1262 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 1bd4aed5ac..bbd207d7bb 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -58,7 +58,7 @@ description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -66,98 +66,103 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.11.14"
+version = "3.12.12"
 description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
-files = [
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+    {file = "aiohttp-3.12.12-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:f3d31faf290f5a30acba46b388465b67c6dbe8655d183e9efe2f6a1d594e6d9d"},
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+    {file = "aiohttp-3.12.12-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:3e092f1a970223794a4bf620a26c0e4e4e8e36bccae9b0b5da35e6d8ee598a03"},
+    {file = "aiohttp-3.12.12-cp313-cp313-win32.whl", hash = "sha256:7f5f5eb8717ef8ba15ab35fcde5a70ad28bbdc34157595d1cddd888a985f5aae"},
+    {file = "aiohttp-3.12.12-cp313-cp313-win_amd64.whl", hash = "sha256:ace2499bdd03c329c054dc4b47361f2b19d5aa470f7db5c7e0e989336761b33c"},
+    {file = "aiohttp-3.12.12-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:0d0b1c27c05a7d39a50e946ec5f94c3af4ffadd33fa5f20705df42fb0a72ca14"},
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+    {file = "aiohttp-3.12.12-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:7678147c3c85a7ae61559b06411346272ed40a08f54bc05357079a63127c9718"},
+    {file = "aiohttp-3.12.12-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f50057f36f2a1d8e750b273bb966bec9f69ee1e0a20725ae081610501f25d555"},
+    {file = "aiohttp-3.12.12-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:e5e834f0f11ff5805d11f0f22b627c75eadfaf91377b457875e4e3affd0b924f"},
+    {file = "aiohttp-3.12.12-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f94b2e2dea19d09745ef02ed483192260750f18731876a5c76f1c254b841443a"},
+    {file = "aiohttp-3.12.12-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b434bfb49564dc1c318989a0ab1d3000d23e5cfd00d8295dc9d5a44324cdd42d"},
+    {file = "aiohttp-3.12.12-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8ed76bc80177ddb7c5c93e1a6440b115ed2c92a3063420ac55206fd0832a6459"},
+    {file = "aiohttp-3.12.12-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e1282a9acd378f2aed8dc79c01e702b1d5fd260ad083926a88ec7e987c4e0ade"},
+    {file = "aiohttp-3.12.12-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:09a213c13fba321586edab1528b530799645b82bd64d79b779eb8d47ceea155a"},
+    {file = "aiohttp-3.12.12-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:72eae16a9233561d315e72ae78ed9fc65ab3db0196e56cb2d329c755d694f137"},
+    {file = "aiohttp-3.12.12-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:f25990c507dbbeefd5a6a17df32a4ace634f7b20a38211d1b9609410c7f67a24"},
+    {file = "aiohttp-3.12.12-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:3a2aa255417c8ccf1b39359cd0a3d63ae3b5ced83958dbebc4d9113327c0536a"},
+    {file = "aiohttp-3.12.12-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:a4c53b89b3f838e9c25f943d1257efff10b348cb56895f408ddbcb0ec953a2ad"},
+    {file = "aiohttp-3.12.12-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:b5a49c2dcb32114455ad503e8354624d85ab311cbe032da03965882492a9cb98"},
+    {file = "aiohttp-3.12.12-cp39-cp39-win32.whl", hash = "sha256:74fddc0ba8cea6b9c5bd732eb9d97853543586596b86391f8de5d4f6c2a0e068"},
+    {file = "aiohttp-3.12.12-cp39-cp39-win_amd64.whl", hash = "sha256:ddf40ba4a1d0b4d232dc47d2b98ae7e937dcbc40bb5f2746bce0af490a64526f"},
+    {file = "aiohttp-3.12.12.tar.gz", hash = "sha256:05875595d2483d96cb61fa9f64e75262d7ac6251a7e3c811d8e26f7d721760bd"},
 ]
 
 [package.dependencies]
-aiohappyeyeballs = ">=2.3.0"
+aiohappyeyeballs = ">=2.5.0"
 aiosignal = ">=1.1.2"
 async-timeout = {version = ">=4.0,<6.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
@@ -167,7 +172,7 @@ propcache = ">=0.2.0"
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.2.0) ; sys_platform == \"linux\" or sys_platform == \"darwin\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
+speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "brotlicffi ; platform_python_implementation != \"CPython\""]
 
 [[package]]
 name = "aioitertools"
@@ -196,7 +201,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
+markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -212,11 +217,25 @@ description = "A light, configurable Sphinx theme"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
+markers = "python_version < \"3.10\""
 files = [
     {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
     {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
 ]
 
+[[package]]
+name = "alabaster"
+version = "1.0.0"
+description = "A light, configurable Sphinx theme"
+optional = false
+python-versions = ">=3.10"
+groups = ["dev"]
+markers = "python_version >= \"3.10\""
+files = [
+    {file = "alabaster-1.0.0-py3-none-any.whl", hash = "sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b"},
+    {file = "alabaster-1.0.0.tar.gz", hash = "sha256:c00dca57bca26fa62a6d7d0a9fcce65f3e026e9bfe33e9c538fd3fbb2144fd9e"},
+]
+
 [[package]]
 name = "annotated-types"
 version = "0.7.0"
@@ -248,7 +267,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version <= \"3.10\""
+markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version <= \"3.10\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -265,7 +284,7 @@ files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
-markers = {main = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"}
+markers = {main = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"}
 
 [package.extras]
 benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
@@ -277,21 +296,21 @@ tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" a
 
 [[package]]
 name = "aws-sam-translator"
-version = "1.95.0"
+version = "1.98.0"
 description = "AWS SAM Translator is a library that transform SAM templates into AWS CloudFormation templates"
 optional = false
 python-versions = "!=4.0,<=4.0,>=3.8"
 groups = ["dev"]
 files = [
-    {file = "aws_sam_translator-1.95.0-py3-none-any.whl", hash = "sha256:c9e0f22cbe83c768f7d20a3afb7e654bd6bfc087b387528bd48e98366b82ae40"},
-    {file = "aws_sam_translator-1.95.0.tar.gz", hash = "sha256:fd2b891fc4cbdde1e06130eaf2710de5cc74442a656b7859b3840691144494cf"},
+    {file = "aws_sam_translator-1.98.0-py3-none-any.whl", hash = "sha256:65e7afffdda2e6f715debc251ddae5deba079af41db5dd9ecd370d658b9d728e"},
+    {file = "aws_sam_translator-1.98.0.tar.gz", hash = "sha256:fe9fdf51b593aca4cde29f555e272b00d90662315c8078e9f5f3448dd962c66b"},
 ]
 
 [package.dependencies]
 boto3 = ">=1.19.5,<2.dev0"
 jsonschema = ">=3.2,<5"
 pydantic = ">=1.8,<1.10.15 || >1.10.15,<1.10.17 || >1.10.17,<3"
-typing-extensions = ">=4.4"
+typing_extensions = ">=4.4"
 
 [package.extras]
 dev = ["black (==24.3.0)", "boto3 (>=1.23,<2)", "boto3-stubs[appconfig,serverlessrepo] (>=1.19.5,<2.dev0)", "coverage (>=5.3,<8)", "dateparser (>=1.1,<2.0)", "mypy (>=1.3.0,<1.4.0)", "parameterized (>=0.7,<1.0)", "pytest (>=6.2,<8)", "pytest-cov (>=2.10,<5)", "pytest-env (>=0.6,<1)", "pytest-rerunfailures (>=9.1,<12)", "pytest-xdist (>=2.5,<4)", "pyyaml (>=6.0,<7.0)", "requests (>=2.28,<3.0)", "ruamel.yaml (==0.17.21)", "ruff (>=0.4.5,<0.5.0)", "tenacity (>=8.0,<9.0)", "types-PyYAML (>=6.0,<7.0)", "types-jsonschema (>=3.2,<4.0)"]
@@ -314,15 +333,15 @@ wrapt = "*"
 
 [[package]]
 name = "azure-core"
-version = "1.32.0"
+version = "1.34.0"
 description = "Microsoft Azure Core Library for Python"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"adlfs\""
 files = [
-    {file = "azure_core-1.32.0-py3-none-any.whl", hash = "sha256:eac191a0efb23bfa83fddf321b27b122b4ec847befa3091fa736a5c32c50d7b4"},
-    {file = "azure_core-1.32.0.tar.gz", hash = "sha256:22b3c35d6b2dae14990f6c1be2912bf23ffe50b220e708a28ab1bb92b1c730e5"},
+    {file = "azure_core-1.34.0-py3-none-any.whl", hash = "sha256:0615d3b756beccdb6624d1c0ae97284f38b78fb59a2a9839bf927c66fbbdddd6"},
+    {file = "azure_core-1.34.0.tar.gz", hash = "sha256:bdb544989f246a0ad1c85d72eeb45f2f835afdcbc5b45e43f0dbde7461c81ece"},
 ]
 
 [package.dependencies]
@@ -332,6 +351,7 @@ typing-extensions = ">=4.6.0"
 
 [package.extras]
 aio = ["aiohttp (>=3.0)"]
+tracing = ["opentelemetry-api (>=1.26,<2.0)"]
 
 [[package]]
 name = "azure-datalake-store"
@@ -353,15 +373,15 @@ requests = ">=2.20.0"
 
 [[package]]
 name = "azure-identity"
-version = "1.21.0"
+version = "1.23.0"
 description = "Microsoft Azure Identity Library for Python"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"adlfs\""
 files = [
-    {file = "azure_identity-1.21.0-py3-none-any.whl", hash = "sha256:258ea6325537352440f71b35c3dffe9d240eae4a5126c1b7ce5efd5766bd9fd9"},
-    {file = "azure_identity-1.21.0.tar.gz", hash = "sha256:ea22ce6e6b0f429bc1b8d9212d5b9f9877bd4c82f1724bfa910760612c07a9a6"},
+    {file = "azure_identity-1.23.0-py3-none-any.whl", hash = "sha256:dbbeb64b8e5eaa81c44c565f264b519ff2de7ff0e02271c49f3cb492762a50b0"},
+    {file = "azure_identity-1.23.0.tar.gz", hash = "sha256:d9cdcad39adb49d4bb2953a217f62aec1f65bbb3c63c9076da2be2a47e53dde4"},
 ]
 
 [package.dependencies]
@@ -373,15 +393,15 @@ typing-extensions = ">=4.0.0"
 
 [[package]]
 name = "azure-storage-blob"
-version = "12.25.0"
+version = "12.25.1"
 description = "Microsoft Azure Blob Storage Client Library for Python"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"adlfs\""
 files = [
-    {file = "azure_storage_blob-12.25.0-py3-none-any.whl", hash = "sha256:a38e18bf10258fb19028f343db0d3d373280c6427a619c98c06d76485805b755"},
-    {file = "azure_storage_blob-12.25.0.tar.gz", hash = "sha256:42364ca8f9f49dbccd0acc10144ed47bb6770bf78719970b51915f048891abba"},
+    {file = "azure_storage_blob-12.25.1-py3-none-any.whl", hash = "sha256:1f337aab12e918ec3f1b638baada97550673911c4ceed892acc8e4e891b74167"},
+    {file = "azure_storage_blob-12.25.1.tar.gz", hash = "sha256:4f294ddc9bc47909ac66b8934bd26b50d2000278b10ad82cc109764fdc6e0e3b"},
 ]
 
 [package.dependencies]
@@ -467,7 +487,7 @@ files = [
     {file = "boto3-1.37.3-py3-none-any.whl", hash = "sha256:2063b40af99fd02f6228ff52397b552ff3353831edaf8d25cc04801827ab9794"},
     {file = "boto3-1.37.3.tar.gz", hash = "sha256:21f3ce0ef111297e63a6eb998a25197b8c10982970c320d4c6e8db08be2157be"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.37.3,<1.38.0"
@@ -488,7 +508,7 @@ files = [
     {file = "botocore-1.37.3-py3-none-any.whl", hash = "sha256:d01bd3bf4c80e61fa88d636ad9f5c9f60a551d71549b481386c6b4efe0bb2b2e"},
     {file = "botocore-1.37.3.tar.gz", hash = "sha256:fe8403eb55a88faf9b0f9da6615e5bee7be056d75e17af66c3c8f0a3b0648da4"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -530,26 +550,26 @@ virtualenv = ["virtualenv (>=20.0.35)"]
 
 [[package]]
 name = "cachetools"
-version = "6.0.0"
+version = "5.5.2"
 description = "Extensible memoizing collections and decorators"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.7"
 groups = ["main"]
 files = [
-    {file = "cachetools-6.0.0-py3-none-any.whl", hash = "sha256:82e73ba88f7b30228b5507dce1a1f878498fc669d972aef2dde4f3a3c24f103e"},
-    {file = "cachetools-6.0.0.tar.gz", hash = "sha256:f225782b84438f828328fc2ad74346522f27e5b1440f4e9fd18b20ebfd1aa2cf"},
+    {file = "cachetools-5.5.2-py3-none-any.whl", hash = "sha256:d26a22bcc62eb95c3beabd9f1ee5e820d3d2704fe2967cbe350e20c8ffcd3f0a"},
+    {file = "cachetools-5.5.2.tar.gz", hash = "sha256:1a661caa9175d26759571b2e19580f9d6393969e5dfca11fdb1f947a23e640d4"},
 ]
 
 [[package]]
 name = "certifi"
-version = "2025.1.31"
+version = "2025.4.26"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 groups = ["main", "dev", "docs"]
 files = [
-    {file = "certifi-2025.1.31-py3-none-any.whl", hash = "sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe"},
-    {file = "certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651"},
+    {file = "certifi-2025.4.26-py3-none-any.whl", hash = "sha256:30350364dfe371162649852c63336a15c70c6510c2ad5015b21c2345311805f3"},
+    {file = "certifi-2025.4.26.tar.gz", hash = "sha256:0a816057ea3cdefcef70270d2c515e4506bbc954f417fa5ade2021213bb8f0c6"},
 ]
 
 [[package]]
@@ -647,18 +667,18 @@ files = [
 
 [[package]]
 name = "cfn-lint"
-version = "1.32.1"
+version = "1.35.4"
 description = "Checks CloudFormation templates for practices and behaviour that could potentially be improved"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "cfn_lint-1.32.1-py3-none-any.whl", hash = "sha256:a8ea63ac8daa69a66a54a796998362fd063d9ba1e9c1fc3c932213b0c027669c"},
-    {file = "cfn_lint-1.32.1.tar.gz", hash = "sha256:10282c0ec7fc6391da4877d9381a6b954f3c54ddcc0d3c97ee86f4783b5ae680"},
+    {file = "cfn_lint-1.35.4-py3-none-any.whl", hash = "sha256:4649797b4a6975a8ca5ebbf51e568a52383fa5b7d591f92266b8803735e5a52f"},
+    {file = "cfn_lint-1.35.4.tar.gz", hash = "sha256:da38218367217b909884ec2efe361b3992868f140b1d5f37dc64a9e328d9ddb9"},
 ]
 
 [package.dependencies]
-aws-sam-translator = ">=1.95.0"
+aws-sam-translator = ">=1.97.0"
 jsonpatch = "*"
 networkx = ">=2.4,<4"
 pyyaml = ">5.4"
@@ -674,104 +694,104 @@ sarif = ["jschema_to_python (>=1.2.3,<1.3.0)", "sarif-om (>=1.0.4,<1.1.0)"]
 
 [[package]]
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 optional = false
 python-versions = ">=3.7"
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+    {file = "charset_normalizer-3.4.2-py3-none-any.whl", hash = "sha256:7f56930ab0abd1c45cd15be65cc741c28b1c9a34876ce8c17a2fa107810c0af0"},
+    {file = "charset_normalizer-3.4.2.tar.gz", hash = "sha256:5baececa9ecba31eff645232d59845c07aa030f0c81ee70184a90d35099a0e63"},
 ]
 
 [[package]]
@@ -781,6 +801,7 @@ description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev", "docs"]
+markers = "python_version < \"3.10\""
 files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
     {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
@@ -789,6 +810,22 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
+[[package]]
+name = "click"
+version = "8.2.1"
+description = "Composable command line interface toolkit"
+optional = false
+python-versions = ">=3.10"
+groups = ["main", "dev", "docs"]
+markers = "python_version >= \"3.10\""
+files = [
+    {file = "click-8.2.1-py3-none-any.whl", hash = "sha256:61a3265b914e850b85317d0b3109c7f8cd35a670f963866005d6ef1d5175a12b"},
+    {file = "click-8.2.1.tar.gz", hash = "sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -887,165 +924,180 @@ toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
 
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 name = "cramjam"
-version = "2.9.1"
+version = "2.10.0"
 description = "Thin Python bindings to de/compression algorithms in Rust"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"snappy\""
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 [package.extras]
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+
 [package.extras]
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 ]
 
 [[package]]
 name = "fsspec"
-version = "2025.3.0"
+version = "2025.5.1"
 description = "File-system specification"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "fsspec-2025.3.0-py3-none-any.whl", hash = "sha256:efb87af3efa9103f94ca91a7f8cb7a4df91af9f74fc106c9c7ea0efd7277c1b3"},
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 ]
 
 [package.extras]
@@ -1572,21 +1639,21 @@ tqdm = ["tqdm"]
 
 [[package]]
 name = "gcsfs"
-version = "2025.3.0"
+version = "2025.5.1"
 description = "Convenient Filesystem interface over GCS"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
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 ]
 
 [package.dependencies]
 aiohttp = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1"
 decorator = ">4.1.2"
-fsspec = "2025.3.0"
+fsspec = "2025.5.1"
 google-auth = ">=1.2"
 google-auth-oauthlib = "*"
 google-cloud-storage = "*"
@@ -1654,65 +1721,76 @@ dev = ["flake8", "markdown", "twine", "wheel"]
 
 [[package]]
 name = "google-api-core"
-version = "1.16.0"
+version = "2.25.0"
 description = "Google API client core library"
 optional = true
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
+python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
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+    {file = "google_api_core-2.25.0.tar.gz", hash = "sha256:9b548e688702f82a34ed8409fb8a6961166f0b7795032f0be8f48308dff4333a"},
 ]
 
 [package.dependencies]
-google-auth = ">=0.4.0,<2.0dev"
-googleapis-common-protos = ">=1.6.0,<2.0dev"
-protobuf = ">=3.4.0"
-pytz = "*"
-requests = ">=2.18.0,<3.0.0dev"
-setuptools = ">=34.0.0"
-six = ">=1.10.0"
+google-auth = ">=2.14.1,<3.0.0"
+googleapis-common-protos = ">=1.56.2,<2.0.0"
+proto-plus = [
+    {version = ">=1.22.3,<2.0.0"},
+    {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""},
+]
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
+requests = ">=2.18.0,<3.0.0"
 
 [package.extras]
-grpc = ["grpcio (>=1.8.2,<2.0dev)"]
-grpcgcp = ["grpcio-gcp (>=0.2.2)"]
-grpcio-gcp = ["grpcio-gcp (>=0.2.2)"]
+async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.0)"]
+grpc = ["grpcio (>=1.33.2,<2.0.0)", "grpcio (>=1.49.1,<2.0.0) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.0)", "grpcio-status (>=1.49.1,<2.0.0) ; python_version >= \"3.11\""]
+grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"]
+grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"]
 
 [[package]]
 name = "google-auth"
-version = "1.6.3"
+version = "2.40.3"
 description = "Google Authentication Library"
 optional = true
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
+python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
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+    {file = "google_auth-2.40.3-py2.py3-none-any.whl", hash = "sha256:1370d4593e86213563547f97a92752fc658456fe4514c809544f330fed45a7ca"},
+    {file = "google_auth-2.40.3.tar.gz", hash = "sha256:500c3a29adedeb36ea9cf24b8d10858e152f2412e3ca37829b3fa18e33d63b77"},
 ]
 
 [package.dependencies]
-cachetools = ">=2.0.0"
+cachetools = ">=2.0.0,<6.0"
 pyasn1-modules = ">=0.2.1"
-rsa = ">=3.1.4"
-six = ">=1.9.0"
+rsa = ">=3.1.4,<5"
+
+[package.extras]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0)", "requests (>=2.20.0,<3.0.0)"]
+enterprise-cert = ["cryptography", "pyopenssl"]
+pyjwt = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
+pyopenssl = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
+reauth = ["pyu2f (>=0.1.5)"]
+requests = ["requests (>=2.20.0,<3.0.0)"]
+testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"]
+urllib3 = ["packaging", "urllib3"]
 
 [[package]]
 name = "google-auth-oauthlib"
-version = "0.5.3"
+version = "1.2.2"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.6"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
-    {file = "google-auth-oauthlib-0.5.3.tar.gz", hash = "sha256:307d21918d61a0741882ad1fd001c67e68ad81206451d05fc4d26f79de56fc90"},
-    {file = "google_auth_oauthlib-0.5.3-py2.py3-none-any.whl", hash = "sha256:9e8ff4ed2b21c174a2d6cc2172c698dbf0b1f686509774c663a83c495091fe09"},
+    {file = "google_auth_oauthlib-1.2.2-py3-none-any.whl", hash = "sha256:fd619506f4b3908b5df17b65f39ca8d66ea56986e5472eb5978fd8f3786f00a2"},
+    {file = "google_auth_oauthlib-1.2.2.tar.gz", hash = "sha256:11046fb8d3348b296302dd939ace8af0a724042e8029c1b872d87fabc9f41684"},
 ]
 
 [package.dependencies]
-google-auth = ">=1.0.0"
+google-auth = ">=2.15.0"
 requests-oauthlib = ">=0.7.0"
 
 [package.extras]
@@ -1720,71 +1798,128 @@ tool = ["click (>=6.0.0)"]
 
 [[package]]
 name = "google-cloud-core"
-version = "1.4.0"
+version = "2.4.3"
 description = "Google Cloud API client core library"
 optional = true
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
+python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
-    {file = "google-cloud-core-1.4.0.tar.gz", hash = "sha256:07a024a26c4eb14ee3df7e6e5021c04f8f7e9f0e83d3d47863229f3635f871ce"},
-    {file = "google_cloud_core-1.4.0-py2.py3-none-any.whl", hash = "sha256:e84d4a05c58fc905b9340118e257cd043e9c02a6d31168182204afe4afd521eb"},
+    {file = "google_cloud_core-2.4.3-py2.py3-none-any.whl", hash = "sha256:5130f9f4c14b4fafdff75c79448f9495cfade0d8775facf1b09c3bf67e027f6e"},
+    {file = "google_cloud_core-2.4.3.tar.gz", hash = "sha256:1fab62d7102844b278fe6dead3af32408b1df3eb06f5c7e8634cbd40edc4da53"},
 ]
 
 [package.dependencies]
-google-api-core = ">=1.16.0,<2.0.0dev"
+google-api-core = ">=1.31.6,<2.0.dev0 || >2.3.0,<3.0.0dev"
+google-auth = ">=1.25.0,<3.0dev"
 
 [package.extras]
-grpc = ["grpcio (>=1.8.2,<2.0dev)"]
+grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
 
 [[package]]
 name = "google-cloud-storage"
-version = "1.23.0"
+version = "3.1.0"
 description = "Google Cloud Storage API client library"
 optional = true
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 [package.dependencies]
@@ -1810,86 +1945,67 @@ typing-extensions = {version = ">=4,<5", markers = "python_version < \"3.10\""}
 
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+    {file = "greenlet-3.2.3-cp39-cp39-win_amd64.whl", hash = "sha256:aaa7aae1e7f75eaa3ae400ad98f8644bb81e1dc6ba47ce8a93d3f17274e08322"},
+    {file = "greenlet-3.2.3.tar.gz", hash = "sha256:8b0dd8ae4c0d6f5e54ee55ba935eeb3d735a9b58a8a1e5b5cbab64e01a39f365"},
 ]
 
 [package.extras]
@@ -1913,21 +2029,21 @@ colorama = ">=0.4"
 
 [[package]]
 name = "hf-xet"
-version = "1.1.2"
+version = "1.1.3"
 description = "Fast transfer of large files with the Hugging Face Hub."
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"hf\" and (platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\")"
 files = [
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-    {file = "hf_xet-1.1.2-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:29b584983b2d977c44157d9241dcf0fd50acde0b7bff8897fe4386912330090d"},
-    {file = "hf_xet-1.1.2-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6b29ac84298147fe9164cc55ad994ba47399f90b5d045b0b803b99cf5f06d8ec"},
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+    {file = "hf_xet-1.1.3-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:b788a61977fbe6b5186e66239e2a329a3f0b7e7ff50dad38984c0c74f44aeca1"},
+    {file = "hf_xet-1.1.3-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fd2da210856444a34aad8ada2fc12f70dabed7cc20f37e90754d1d9b43bc0534"},
+    {file = "hf_xet-1.1.3-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:8203f52827e3df65981984936654a5b390566336956f65765a8aa58c362bb841"},
+    {file = "hf_xet-1.1.3-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:30c575a5306f8e6fda37edb866762140a435037365eba7a17ce7bd0bc0216a8b"},
+    {file = "hf_xet-1.1.3-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:7c1a6aa6abed1f696f8099aa9796ca04c9ee778a58728a115607de9cc4638ff1"},
+    {file = "hf_xet-1.1.3-cp37-abi3-win_amd64.whl", hash = "sha256:b578ae5ac9c056296bb0df9d018e597c8dc6390c5266f35b5c44696003cde9f3"},
+    {file = "hf_xet-1.1.3.tar.gz", hash = "sha256:a5f09b1dd24e6ff6bcedb4b0ddab2d81824098bb002cf8b4ffa780545fa348c3"},
 ]
 
 [package.extras]
@@ -1935,15 +2051,15 @@ tests = ["pytest"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.32.4"
+version = "0.32.5"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = true
 python-versions = ">=3.8.0"
 groups = ["main"]
 markers = "extra == \"hf\""
 files = [
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-    {file = "huggingface_hub-0.32.4.tar.gz", hash = "sha256:f61d45cd338736f59fb0e97550b74c24ee771bcc92c05ae0766b9116abe720be"},
+    {file = "huggingface_hub-0.32.5-py3-none-any.whl", hash = "sha256:6df8d5f42034a1b61daac60eed04acf348d337a4bd83aa448d4235cfb003e379"},
+    {file = "huggingface_hub-0.32.5.tar.gz", hash = "sha256:8328f848218e3212647cec77eab9fdfc2590e8117d979b925439bc01042a20de"},
 ]
 
 [package.dependencies]
@@ -1975,14 +2091,14 @@ typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "t
 
 [[package]]
 name = "identify"
-version = "2.6.9"
+version = "2.6.12"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "identify-2.6.9-py2.py3-none-any.whl", hash = "sha256:c98b4322da415a8e5a70ff6e51fbc2d2932c015532d77e9f8537b4ba7813b150"},
-    {file = "identify-2.6.9.tar.gz", hash = "sha256:d40dfe3142a1421d8518e3d3985ef5ac42890683e32306ad614a29490abeb6bf"},
+    {file = "identify-2.6.12-py2.py3-none-any.whl", hash = "sha256:ad9672d5a72e0d2ff7c5c8809b62dfa60458626352fb0eb7b55e69bdc45334a2"},
+    {file = "identify-2.6.12.tar.gz", hash = "sha256:d8de45749f1efb108badef65ee8386f0f7bb19a7f26185f74de6367bffbaf0e6"},
 ]
 
 [package.extras]
@@ -2017,14 +2133,14 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "8.6.1"
+version = "8.7.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev", "docs"]
 files = [
-    {file = "importlib_metadata-8.6.1-py3-none-any.whl", hash = "sha256:02a89390c1e15fdfdc0d7c6b25cb3e62650d0494005c97d6f148bf5b9787525e"},
-    {file = "importlib_metadata-8.6.1.tar.gz", hash = "sha256:310b41d755445d74569f993ccfc22838295d9fe005425094fad953d7f15c8580"},
+    {file = "importlib_metadata-8.7.0-py3-none-any.whl", hash = "sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd"},
+    {file = "importlib_metadata-8.7.0.tar.gz", hash = "sha256:d13b81ad223b890aa16c5471f2ac3056cf76c5f10f82d6f9292f0b415f389000"},
 ]
 markers = {main = "extra == \"daft\" and python_version < \"3.10\"", dev = "python_full_version < \"3.10.2\"", docs = "python_version < \"3.10\""}
 
@@ -2147,18 +2263,18 @@ files = [
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     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [[package]]
 name = "joserfc"
-version = "1.0.4"
+version = "1.1.0"
 description = "The ultimate Python library for JOSE RFCs, including JWS, JWE, JWK, JWA, JWT"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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-    {file = "joserfc-1.0.4.tar.gz", hash = "sha256:dc3fc216cfcfc952d4c0d4b06c759a04711af0b667e5973adc47dbb1ba784127"},
+    {file = "joserfc-1.1.0-py3-none-any.whl", hash = "sha256:9493512cfffb9bc3001e8f609fe0eb7e95b71f3d3b374ede93de94b4b6b520f5"},
+    {file = "joserfc-1.1.0.tar.gz", hash = "sha256:a8f3442b04c233f742f7acde0d0dcd926414e9542a6337096b2b4e5f435f36c1"},
 ]
 
 [package.dependencies]
@@ -2212,14 +2328,14 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.23.0"
+version = "4.24.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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-    {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
+    {file = "jsonschema-4.24.0-py3-none-any.whl", hash = "sha256:a462455f19f5faf404a7902952b6f0e3ce868f3ee09a359b05eca6673bd8412d"},
+    {file = "jsonschema-4.24.0.tar.gz", hash = "sha256:0b4e8069eb12aedfa881333004bccaec24ecef5a8a6a4b6df142b2cc9599d196"},
 ]
 markers = {main = "extra == \"ray\""}
 
@@ -2253,14 +2369,14 @@ requests = ">=2.31.0,<3.0.0"
 
 [[package]]
 name = "jsonschema-specifications"
-version = "2024.10.1"
+version = "2025.4.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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+    {file = "jsonschema_specifications-2025.4.1-py3-none-any.whl", hash = "sha256:4653bffbd6584f7de83a67e0d620ef16900b390ddc7939d56684d6c81e33f1af"},
+    {file = "jsonschema_specifications-2025.4.1.tar.gz", hash = "sha256:630159c9f4dbea161a6a2205c3011cc4f18ff381b189fff48bb39b9bf26ae608"},
 ]
 markers = {main = "extra == \"ray\""}
 
@@ -2284,68 +2400,45 @@ files = [
 
 [[package]]
 name = "lazy-object-proxy"
-version = "1.10.0"
+version = "1.11.0"
 description = "A fast and thorough lazy object proxy."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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 [package.extras]
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 testing = ["coverage", "pyyaml"]
 
 [[package]]
@@ -2845,15 +2938,15 @@ tests = ["pytest (>=4.6)"]
 
 [[package]]
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-version = "1.32.0"
+version = "1.32.3"
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 python-versions = ">=3.9"
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 [[package]]
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@@ -3867,7 +4111,7 @@ files = [
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 ]
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+markers = {main = "extra == \"pyarrow\" or extra == \"pandas\" or extra == \"duckdb\" or extra == \"ray\" or extra == \"daft\""}
 
 [package.extras]
 test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
@@ -3887,19 +4131,19 @@ files = [
 
 [[package]]
 name = "pyasn1-modules"
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 python-versions = ">=3.8"
 groups = ["main"]
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 [package.dependencies]
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+pyasn1 = ">=0.6.1,<0.7.0"
 
 [[package]]
 name = "pycparser"
@@ -4104,14 +4348,14 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
 [[package]]
 name = "pymdown-extensions"
-version = "10.14.3"
+version = "10.15"
 description = "Extension pack for Python Markdown."
 optional = false
 python-versions = ">=3.8"
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@@ -4377,7 +4621,7 @@ description = "World timezone definitions, modern and historical"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"gcsfs\" or extra == \"pandas\" or extra == \"ray\""
+markers = "extra == \"pandas\" or extra == \"ray\""
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@@ -4476,14 +4720,14 @@ markers = {main = "extra == \"ray\" or extra == \"hf\""}
 
 [[package]]
 name = "pyyaml-env-tag"
-version = "0.1"
-description = "A custom YAML tag for referencing environment variables in YAML files. "
+version = "1.1"
+description = "A custom YAML tag for referencing environment variables in YAML files."
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+python-versions = ">=3.9"
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@@ -4734,19 +4978,18 @@ rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
 
 [[package]]
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-version = "0.11.0"
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 [package.extras]
 jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
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+version = "3.1.0"
+description = "Manipulate well-formed Roman numerals"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+markers = "python_version >= \"3.11\""
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+lint = ["mypy (==1.15.0)", "pyright (==1.1.394)", "ruff (==0.9.7)"]
+test = ["pytest (>=8)"]
+
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+    {file = "rpds_py-0.25.1-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:245550f5a1ac98504147cba96ffec8fabc22b610742e9150138e5d60774686d7"},
+    {file = "rpds_py-0.25.1-pp39-pypy39_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ff7c23ba0a88cb7b104281a99476cccadf29de2a0ef5ce864959a52675b1ca83"},
+    {file = "rpds_py-0.25.1-pp39-pypy39_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e37caa8cdb3b7cf24786451a0bdb853f6347b8b92005eeb64225ae1db54d1c2b"},
+    {file = "rpds_py-0.25.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9f2f48ab00181600ee266a095fe815134eb456163f7d6699f525dee471f312cf"},
+    {file = "rpds_py-0.25.1-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:9e5fc7484fa7dce57e25063b0ec9638ff02a908304f861d81ea49273e43838c1"},
+    {file = "rpds_py-0.25.1-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:d3c10228d6cf6fe2b63d2e7985e94f6916fa46940df46b70449e9ff9297bd3d1"},
+    {file = "rpds_py-0.25.1-pp39-pypy39_pp73-musllinux_1_2_i686.whl", hash = "sha256:5d9e40f32745db28c1ef7aad23f6fc458dc1e29945bd6781060f0d15628b8ddf"},
+    {file = "rpds_py-0.25.1-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:35a8d1a24b5936b35c5003313bc177403d8bdef0f8b24f28b1c4a255f94ea992"},
+    {file = "rpds_py-0.25.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:6099263f526efff9cf3883dfef505518730f7a7a93049b1d90d42e50a22b4793"},
+    {file = "rpds_py-0.25.1.tar.gz", hash = "sha256:8960b6dac09b62dac26e75d7e2c4a22efb835d827a7278c34f72b2b84fa160e3"},
 ]
 markers = {main = "extra == \"ray\""}
 
 [[package]]
 name = "rsa"
-version = "4.9"
+version = "4.9.1"
 description = "Pure-Python RSA implementation"
 optional = true
-python-versions = ">=3.6,<4"
+python-versions = "<4,>=3.6"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
-    {file = "rsa-4.9-py3-none-any.whl", hash = "sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7"},
-    {file = "rsa-4.9.tar.gz", hash = "sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21"},
+    {file = "rsa-4.9.1-py3-none-any.whl", hash = "sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762"},
+    {file = "rsa-4.9.1.tar.gz", hash = "sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75"},
 ]
 
 [package.dependencies]
@@ -4946,21 +5209,21 @@ pyasn1 = ">=0.1.3"
 
 [[package]]
 name = "s3fs"
-version = "2025.3.0"
+version = "2025.5.1"
 description = "Convenient Filesystem interface over S3"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"s3fs\""
 files = [
-    {file = "s3fs-2025.3.0-py3-none-any.whl", hash = "sha256:88d803615baa04945156ca0e1498009b7acd3132c07198bd81b3e874846e0aa2"},
-    {file = "s3fs-2025.3.0.tar.gz", hash = "sha256:446dd539eb0d0678209723cb7ad1bedbb172185b0d34675b09be1ad81843a644"},
+    {file = "s3fs-2025.5.1-py3-none-any.whl", hash = "sha256:7475e7c40a3a112f17144907ffae50782ab6c03487fe0b45a9c3942bb7a5c606"},
+    {file = "s3fs-2025.5.1.tar.gz", hash = "sha256:84beffa231b8ed94f8d667e93387b38351e1c4447aedea5c2c19dd88b7fcb658"},
 ]
 
 [package.dependencies]
 aiobotocore = ">=2.5.4,<3.0.0"
 aiohttp = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1"
-fsspec = "==2025.3.0.*"
+fsspec = "2025.5.1"
 
 [package.extras]
 awscli = ["aiobotocore[awscli] (>=2.5.4,<3.0.0)"]
@@ -4977,7 +5240,7 @@ files = [
     {file = "s3transfer-0.11.3-py3-none-any.whl", hash = "sha256:ca855bdeb885174b5ffa95b9913622459d4ad8e331fc98eb01e6d5eb6a30655d"},
     {file = "s3transfer-0.11.3.tar.gz", hash = "sha256:edae4977e3a122445660c7c114bba949f9d191bae3b34a096f18a1c8c354527a"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.36.0,<2.0a.0"
@@ -4987,16 +5250,15 @@ crt = ["botocore[crt] (>=1.36.0,<2.0a.0)"]
 
 [[package]]
 name = "setuptools"
-version = "78.1.1"
+version = "80.9.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["dev"]
 files = [
-    {file = "setuptools-78.1.1-py3-none-any.whl", hash = "sha256:c3a9c4211ff4c309edb8b8c4f1cbfa7ae324c4ba9f91ff254e3d305b9fd54561"},
-    {file = "setuptools-78.1.1.tar.gz", hash = "sha256:fcc17fd9cd898242f6b4adfaca46137a9edef687f43e6f78469692a5e70d851d"},
+    {file = "setuptools-80.9.0-py3-none-any.whl", hash = "sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922"},
+    {file = "setuptools-80.9.0.tar.gz", hash = "sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c"},
 ]
-markers = {main = "extra == \"gcsfs\""}
 
 [package.extras]
 check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\"", "ruff (>=0.8.0) ; sys_platform != \"cygwin\""]
@@ -5021,14 +5283,14 @@ files = [
 
 [[package]]
 name = "snowballstemmer"
-version = "2.2.0"
-description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
+version = "3.0.1"
+description = "This package provides 32 stemmers for 30 languages generated from Snowball algorithms."
 optional = false
-python-versions = "*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*"
 groups = ["dev"]
 files = [
-    {file = "snowballstemmer-2.2.0-py2.py3-none-any.whl", hash = "sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a"},
-    {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"},
+    {file = "snowballstemmer-3.0.1-py3-none-any.whl", hash = "sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064"},
+    {file = "snowballstemmer-3.0.1.tar.gz", hash = "sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895"},
 ]
 
 [[package]]
@@ -5050,6 +5312,7 @@ description = "Python documentation generator"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
+markers = "python_version < \"3.10\""
 files = [
     {file = "sphinx-7.4.7-py3-none-any.whl", hash = "sha256:c2419e2135d11f1951cd994d6eb18a1835bd8fdd8429f9ca375dc1f3281bd239"},
     {file = "sphinx-7.4.7.tar.gz", hash = "sha256:242f92a7ea7e6c5b406fdc2615413890ba9f699114a9c09192d7dfead2ee9cfe"},
@@ -5080,6 +5343,80 @@ docs = ["sphinxcontrib-websupport"]
 lint = ["flake8 (>=6.0)", "importlib-metadata (>=6.0)", "mypy (==1.10.1)", "pytest (>=6.0)", "ruff (==0.5.2)", "sphinx-lint (>=0.9)", "tomli (>=2)", "types-docutils (==0.21.0.20240711)", "types-requests (>=2.30.0)"]
 test = ["cython (>=3.0)", "defusedxml (>=0.7.1)", "pytest (>=8.0)", "setuptools (>=70.0)", "typing_extensions (>=4.9)"]
 
+[[package]]
+name = "sphinx"
+version = "8.1.3"
+description = "Python documentation generator"
+optional = false
+python-versions = ">=3.10"
+groups = ["dev"]
+markers = "python_version == \"3.10\""
+files = [
+    {file = "sphinx-8.1.3-py3-none-any.whl", hash = "sha256:09719015511837b76bf6e03e42eb7595ac8c2e41eeb9c29c5b755c6b677992a2"},
+    {file = "sphinx-8.1.3.tar.gz", hash = "sha256:43c1911eecb0d3e161ad78611bc905d1ad0e523e4ddc202a58a821773dc4c927"},
+]
+
+[package.dependencies]
+alabaster = ">=0.7.14"
+babel = ">=2.13"
+colorama = {version = ">=0.4.6", markers = "sys_platform == \"win32\""}
+docutils = ">=0.20,<0.22"
+imagesize = ">=1.3"
+Jinja2 = ">=3.1"
+packaging = ">=23.0"
+Pygments = ">=2.17"
+requests = ">=2.30.0"
+snowballstemmer = ">=2.2"
+sphinxcontrib-applehelp = ">=1.0.7"
+sphinxcontrib-devhelp = ">=1.0.6"
+sphinxcontrib-htmlhelp = ">=2.0.6"
+sphinxcontrib-jsmath = ">=1.0.1"
+sphinxcontrib-qthelp = ">=1.0.6"
+sphinxcontrib-serializinghtml = ">=1.1.9"
+tomli = {version = ">=2", markers = "python_version < \"3.11\""}
+
+[package.extras]
+docs = ["sphinxcontrib-websupport"]
+lint = ["flake8 (>=6.0)", "mypy (==1.11.1)", "pyright (==1.1.384)", "pytest (>=6.0)", "ruff (==0.6.9)", "sphinx-lint (>=0.9)", "tomli (>=2)", "types-Pillow (==10.2.0.20240822)", "types-Pygments (==2.18.0.20240506)", "types-colorama (==0.4.15.20240311)", "types-defusedxml (==0.7.0.20240218)", "types-docutils (==0.21.0.20241005)", "types-requests (==2.32.0.20240914)", "types-urllib3 (==1.26.25.14)"]
+test = ["cython (>=3.0)", "defusedxml (>=0.7.1)", "pytest (>=8.0)", "setuptools (>=70.0)", "typing_extensions (>=4.9)"]
+
+[[package]]
+name = "sphinx"
+version = "8.2.3"
+description = "Python documentation generator"
+optional = false
+python-versions = ">=3.11"
+groups = ["dev"]
+markers = "python_version >= \"3.11\""
+files = [
+    {file = "sphinx-8.2.3-py3-none-any.whl", hash = "sha256:4405915165f13521d875a8c29c8970800a0141c14cc5416a38feca4ea5d9b9c3"},
+    {file = "sphinx-8.2.3.tar.gz", hash = "sha256:398ad29dee7f63a75888314e9424d40f52ce5a6a87ae88e7071e80af296ec348"},
+]
+
+[package.dependencies]
+alabaster = ">=0.7.14"
+babel = ">=2.13"
+colorama = {version = ">=0.4.6", markers = "sys_platform == \"win32\""}
+docutils = ">=0.20,<0.22"
+imagesize = ">=1.3"
+Jinja2 = ">=3.1"
+packaging = ">=23.0"
+Pygments = ">=2.17"
+requests = ">=2.30.0"
+roman-numerals-py = ">=1.0.0"
+snowballstemmer = ">=2.2"
+sphinxcontrib-applehelp = ">=1.0.7"
+sphinxcontrib-devhelp = ">=1.0.6"
+sphinxcontrib-htmlhelp = ">=2.0.6"
+sphinxcontrib-jsmath = ">=1.0.1"
+sphinxcontrib-qthelp = ">=1.0.6"
+sphinxcontrib-serializinghtml = ">=1.1.9"
+
+[package.extras]
+docs = ["sphinxcontrib-websupport"]
+lint = ["betterproto (==2.0.0b6)", "mypy (==1.15.0)", "pypi-attestations (==0.0.21)", "pyright (==1.1.395)", "pytest (>=8.0)", "ruff (==0.9.9)", "sphinx-lint (>=0.9)", "types-Pillow (==10.2.0.20240822)", "types-Pygments (==2.19.0.20250219)", "types-colorama (==0.4.15.20240311)", "types-defusedxml (==0.7.0.20240218)", "types-docutils (==0.21.0.20241128)", "types-requests (==2.32.0.20241016)", "types-urllib3 (==1.26.25.14)"]
+test = ["cython (>=3.0)", "defusedxml (>=0.7.1)", "pytest (>=8.0)", "pytest-xdist[psutil] (>=3.4)", "setuptools (>=70.0)", "typing_extensions (>=4.9)"]
+
 [[package]]
 name = "sphinxcontrib-applehelp"
 version = "2.0.0"
@@ -5294,14 +5631,14 @@ python-dateutil = ">=2.6.0"
 
 [[package]]
 name = "sympy"
-version = "1.13.3"
+version = "1.14.0"
 description = "Computer algebra system (CAS) in Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "sympy-1.13.3-py3-none-any.whl", hash = "sha256:54612cf55a62755ee71824ce692986f23c88ffa77207b30c1368eda4a7060f73"},
-    {file = "sympy-1.13.3.tar.gz", hash = "sha256:b27fd2c6530e0ab39e275fc9b683895367e51d5da91baa8d3d64db2565fec4d9"},
+    {file = "sympy-1.14.0-py3-none-any.whl", hash = "sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5"},
+    {file = "sympy-1.14.0.tar.gz", hash = "sha256:d3d3fe8df1e5a0b42f0e7bdf50541697dbe7d23746e894990c030e2b05e72517"},
 ]
 
 [package.dependencies]
@@ -5411,7 +5748,7 @@ description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"daft\" or extra == \"hf\""
+markers = "extra == \"hf\" or extra == \"daft\""
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -5427,21 +5764,6 @@ notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
 
-[[package]]
-name = "types-setuptools"
-version = "76.0.0.20250313"
-description = "Typing stubs for setuptools"
-optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
-files = [
-    {file = "types_setuptools-76.0.0.20250313-py3-none-any.whl", hash = "sha256:bf454b2a49b8cfd7ebcf5844d4dd5fe4c8666782df1e3663c5866fd51a47460e"},
-    {file = "types_setuptools-76.0.0.20250313.tar.gz", hash = "sha256:b2be66f550f95f3cad2a7d46177b273c7e9c80df7d257fa57addbbcfc8126a9e"},
-]
-
-[package.dependencies]
-setuptools = "*"
-
 [[package]]
 name = "typing-extensions"
 version = "4.13.2"
@@ -5457,14 +5779,14 @@ markers = {docs = "python_version <= \"3.10\""}
 
 [[package]]
 name = "typing-inspection"
-version = "0.4.0"
+version = "0.4.1"
 description = "Runtime typing introspection tools"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "typing_inspection-0.4.0-py3-none-any.whl", hash = "sha256:50e72559fcd2a6367a19f7a7e610e6afcb9fac940c650290eed893d61386832f"},
-    {file = "typing_inspection-0.4.0.tar.gz", hash = "sha256:9765c87de36671694a67904bf2c96e395be9c6439bb6c87b5142569dcdd65122"},
+    {file = "typing_inspection-0.4.1-py3-none-any.whl", hash = "sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51"},
+    {file = "typing_inspection-0.4.1.tar.gz", hash = "sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28"},
 ]
 
 [package.dependencies]
@@ -5503,15 +5825,15 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "urllib3"
-version = "2.3.0"
+version = "2.4.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev", "docs"]
 markers = "python_version >= \"3.10\""
 files = [
-    {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"},
-    {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"},
+    {file = "urllib3-2.4.0-py3-none-any.whl", hash = "sha256:4e16665048960a0900c702d4a66415956a584919c03361cac9f1df5c5dd7e813"},
+    {file = "urllib3-2.4.0.tar.gz", hash = "sha256:414bc6535b787febd7567804cc015fee39daab8ad86268f1310a9250697de466"},
 ]
 
 [package.extras]
@@ -5522,14 +5844,14 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.29.3"
+version = "20.31.2"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "virtualenv-20.29.3-py3-none-any.whl", hash = "sha256:3e3d00f5807e83b234dfb6122bf37cfadf4be216c53a49ac059d02414f819170"},
-    {file = "virtualenv-20.29.3.tar.gz", hash = "sha256:95e39403fcf3940ac45bc717597dba16110b74506131845d9b687d5e73d947ac"},
+    {file = "virtualenv-20.31.2-py3-none-any.whl", hash = "sha256:36efd0d9650ee985f0cad72065001e66d49a6f24eb44d98980f630686243cf11"},
+    {file = "virtualenv-20.31.2.tar.gz", hash = "sha256:e10c0a9d02835e592521be48b332b6caee6887f332c111aa79a09b9e79efc2af"},
 ]
 
 [package.dependencies]
@@ -5539,7 +5861,7 @@ platformdirs = ">=3.9.1,<5"
 
 [package.extras]
 docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
-test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8) ; platform_python_implementation == \"PyPy\" or platform_python_implementation == \"CPython\" and sys_platform == \"win32\" and python_version >= \"3.13\"", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10) ; platform_python_implementation == \"CPython\""]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8) ; platform_python_implementation == \"PyPy\" or platform_python_implementation == \"GraalVM\" or platform_python_implementation == \"CPython\" and sys_platform == \"win32\" and python_version >= \"3.13\"", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10) ; platform_python_implementation == \"CPython\""]
 
 [[package]]
 name = "watchdog"
@@ -5706,112 +6028,134 @@ files = [
 
 [[package]]
 name = "yarl"
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+    {file = "yarl-1.20.1-cp39-cp39-win32.whl", hash = "sha256:b5f307337819cdfdbb40193cad84978a029f847b0a357fbe49f712063cfc4f06"},
+    {file = "yarl-1.20.1-cp39-cp39-win_amd64.whl", hash = "sha256:eae7bfe2069f9c1c5b05fc7fe5d612e5bbc089a39309904ee8b829e322dcad00"},
+    {file = "yarl-1.20.1-py3-none-any.whl", hash = "sha256:83b8eb083fe4683c6115795d9fc1cfaf2cbbefb19b3a1cb68f6527460f483a77"},
+    {file = "yarl-1.20.1.tar.gz", hash = "sha256:d017a4997ee50c91fd5466cef416231bb82177b93b029906cefc542ce14c35ac"},
 ]
 
 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
-propcache = ">=0.2.0"
+propcache = ">=0.2.1"
 
 [[package]]
 name = "zipp"
-version = "3.21.0"
+version = "3.23.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev", "docs"]
 files = [
-    {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
-    {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
+    {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"},
+    {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"},
 ]
 markers = {main = "extra == \"daft\" and python_version < \"3.10\"", dev = "python_full_version < \"3.10.2\"", docs = "python_version < \"3.10\""}
 
@@ -5820,7 +6164,7 @@ check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
 type = ["pytest-mypy"]
 
 [[package]]
@@ -5943,7 +6287,7 @@ daft = ["getdaft"]
 duckdb = ["duckdb", "pyarrow"]
 dynamodb = ["boto3"]
 gcsfs = ["gcsfs"]
-glue = ["boto3", "mypy-boto3-glue"]
+glue = ["boto3"]
 hf = ["huggingface-hub"]
 hive = ["thrift"]
 hive-kerberos = ["kerberos", "thrift", "thrift-sasl"]
@@ -5962,4 +6306,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "7825a9ae7c96f9b76a4ef4727b45e9ebdd01c9de27a0a98579dd881af6396e3b"
+content-hash = "7e2fa5ddc3b2389fc07541d6f2d4b4136cec8bef32dbe1dec13199818ef88212"
diff --git a/pyiceberg/catalog/dynamodb.py b/pyiceberg/catalog/dynamodb.py
index 63466b0142..7879e5a2d3 100644
--- a/pyiceberg/catalog/dynamodb.py
+++ b/pyiceberg/catalog/dynamodb.py
@@ -66,6 +66,8 @@
 
 if TYPE_CHECKING:
     import pyarrow as pa
+    from mypy_boto3_dynamodb.client import DynamoDBClient
+
 
 DYNAMODB_CLIENT = "dynamodb"
 
@@ -94,18 +96,28 @@
 
 
 class DynamoDbCatalog(MetastoreCatalog):
-    def __init__(self, name: str, **properties: str):
+    def __init__(self, name: str, client: Optional["DynamoDBClient"] = None, **properties: str):
+        """Dynamodb catalog.
+
+        Args:
+            name: Name to identify the catalog.
+            client: An optional boto3 dynamodb client.
+            properties: Properties for dynamodb client construction and configuration.
+        """
         super().__init__(name, **properties)
+        if client is not None:
+            self.dynamodb = client
+        else:
+            session = boto3.Session(
+                profile_name=properties.get(DYNAMODB_PROFILE_NAME),
+                region_name=get_first_property_value(properties, DYNAMODB_REGION, AWS_REGION),
+                botocore_session=properties.get(BOTOCORE_SESSION),
+                aws_access_key_id=get_first_property_value(properties, DYNAMODB_ACCESS_KEY_ID, AWS_ACCESS_KEY_ID),
+                aws_secret_access_key=get_first_property_value(properties, DYNAMODB_SECRET_ACCESS_KEY, AWS_SECRET_ACCESS_KEY),
+                aws_session_token=get_first_property_value(properties, DYNAMODB_SESSION_TOKEN, AWS_SESSION_TOKEN),
+            )
+            self.dynamodb = session.client(DYNAMODB_CLIENT)
 
-        session = boto3.Session(
-            profile_name=properties.get(DYNAMODB_PROFILE_NAME),
-            region_name=get_first_property_value(properties, DYNAMODB_REGION, AWS_REGION),
-            botocore_session=properties.get(BOTOCORE_SESSION),
-            aws_access_key_id=get_first_property_value(properties, DYNAMODB_ACCESS_KEY_ID, AWS_ACCESS_KEY_ID),
-            aws_secret_access_key=get_first_property_value(properties, DYNAMODB_SECRET_ACCESS_KEY, AWS_SECRET_ACCESS_KEY),
-            aws_session_token=get_first_property_value(properties, DYNAMODB_SESSION_TOKEN, AWS_SESSION_TOKEN),
-        )
-        self.dynamodb = session.client(DYNAMODB_CLIENT)
         self.dynamodb_table_name = self.properties.get(DYNAMODB_TABLE_NAME, DYNAMODB_TABLE_NAME_DEFAULT)
         self._ensure_catalog_table_exists_or_create()
 
diff --git a/pyiceberg/catalog/glue.py b/pyiceberg/catalog/glue.py
index 01bb0e9b05..8212b9c2ec 100644
--- a/pyiceberg/catalog/glue.py
+++ b/pyiceberg/catalog/glue.py
@@ -30,15 +30,6 @@
 
 import boto3
 from botocore.config import Config
-from mypy_boto3_glue.client import GlueClient
-from mypy_boto3_glue.type_defs import (
-    ColumnTypeDef,
-    DatabaseInputTypeDef,
-    DatabaseTypeDef,
-    StorageDescriptorTypeDef,
-    TableInputTypeDef,
-    TableTypeDef,
-)
 
 from pyiceberg.catalog import (
     BOTOCORE_SESSION,
@@ -101,6 +92,15 @@
 
 if TYPE_CHECKING:
     import pyarrow as pa
+    from mypy_boto3_glue.client import GlueClient
+    from mypy_boto3_glue.type_defs import (
+        ColumnTypeDef,
+        DatabaseInputTypeDef,
+        DatabaseTypeDef,
+        StorageDescriptorTypeDef,
+        TableInputTypeDef,
+        TableTypeDef,
+    )
 
 
 # There is a unique Glue metastore in each AWS account and each AWS region. By default, GlueCatalog chooses the Glue
@@ -140,7 +140,7 @@
 
 
 def _construct_parameters(
-    metadata_location: str, glue_table: Optional[TableTypeDef] = None, prev_metadata_location: Optional[str] = None
+    metadata_location: str, glue_table: Optional["TableTypeDef"] = None, prev_metadata_location: Optional[str] = None
 ) -> Properties:
     new_parameters = glue_table.get("Parameters", {}) if glue_table else {}
     new_parameters.update({TABLE_TYPE: ICEBERG.upper(), METADATA_LOCATION: metadata_location})
@@ -190,15 +190,15 @@ def primitive(self, primitive: PrimitiveType) -> str:
         return GLUE_PRIMITIVE_TYPES[primitive_type]
 
 
-def _to_columns(metadata: TableMetadata) -> List[ColumnTypeDef]:
-    results: Dict[str, ColumnTypeDef] = {}
+def _to_columns(metadata: TableMetadata) -> List["ColumnTypeDef"]:
+    results: Dict[str, "ColumnTypeDef"] = {}
 
     def _append_to_results(field: NestedField, is_current: bool) -> None:
         if field.name in results:
             return
 
         results[field.name] = cast(
-            ColumnTypeDef,
+            "ColumnTypeDef",
             {
                 "Name": field.name,
                 "Type": visit(field.field_type, _IcebergSchemaToGlueType()),
@@ -230,10 +230,10 @@ def _construct_table_input(
     metadata_location: str,
     properties: Properties,
     metadata: TableMetadata,
-    glue_table: Optional[TableTypeDef] = None,
+    glue_table: Optional["TableTypeDef"] = None,
     prev_metadata_location: Optional[str] = None,
-) -> TableInputTypeDef:
-    table_input: TableInputTypeDef = {
+) -> "TableInputTypeDef":
+    table_input: "TableInputTypeDef" = {
         "Name": table_name,
         "TableType": EXTERNAL_TABLE,
         "Parameters": _construct_parameters(metadata_location, glue_table, prev_metadata_location),
@@ -249,8 +249,8 @@ def _construct_table_input(
     return table_input
 
 
-def _construct_rename_table_input(to_table_name: str, glue_table: TableTypeDef) -> TableInputTypeDef:
-    rename_table_input: TableInputTypeDef = {"Name": to_table_name}
+def _construct_rename_table_input(to_table_name: str, glue_table: "TableTypeDef") -> "TableInputTypeDef":
+    rename_table_input: "TableInputTypeDef" = {"Name": to_table_name}
     # use the same Glue info to create the new table, pointing to the old metadata
     assert glue_table["TableType"]
     rename_table_input["TableType"] = glue_table["TableType"]
@@ -264,7 +264,7 @@ def _construct_rename_table_input(to_table_name: str, glue_table: TableTypeDef)
         # It turns out the output of StorageDescriptor is not the same as the input type
         # because the Column can have a different type, but for now it seems to work, so
         # silence the type error.
-        rename_table_input["StorageDescriptor"] = cast(StorageDescriptorTypeDef, glue_table["StorageDescriptor"])
+        rename_table_input["StorageDescriptor"] = cast("StorageDescriptorTypeDef", glue_table["StorageDescriptor"])
 
     if "Description" in glue_table:
         rename_table_input["Description"] = glue_table["Description"]
@@ -272,8 +272,8 @@ def _construct_rename_table_input(to_table_name: str, glue_table: TableTypeDef)
     return rename_table_input
 
 
-def _construct_database_input(database_name: str, properties: Properties) -> DatabaseInputTypeDef:
-    database_input: DatabaseInputTypeDef = {"Name": database_name}
+def _construct_database_input(database_name: str, properties: Properties) -> "DatabaseInputTypeDef":
+    database_input: "DatabaseInputTypeDef" = {"Name": database_name}
     parameters = {}
     for k, v in properties.items():
         if k == "Description":
@@ -286,7 +286,7 @@ def _construct_database_input(database_name: str, properties: Properties) -> Dat
     return database_input
 
 
-def _register_glue_catalog_id_with_glue_client(glue: GlueClient, glue_catalog_id: str) -> None:
+def _register_glue_catalog_id_with_glue_client(glue: "GlueClient", glue_catalog_id: str) -> None:
     """
     Register the Glue Catalog ID (AWS Account ID) as a parameter on all Glue client methods.
 
@@ -303,9 +303,9 @@ def add_glue_catalog_id(params: Dict[str, str], **kwargs: Any) -> None:
 
 
 class GlueCatalog(MetastoreCatalog):
-    glue: GlueClient
+    glue: "GlueClient"
 
-    def __init__(self, name: str, client: Optional[GlueClient] = None, **properties: Any):
+    def __init__(self, name: str, client: Optional["GlueClient"] = None, **properties: Any):
         """Glue Catalog.
 
         You either need to provide a boto3 glue client, or one will be constructed from the properties.
@@ -317,7 +317,7 @@ def __init__(self, name: str, client: Optional[GlueClient] = None, **properties:
         """
         super().__init__(name, **properties)
 
-        if client:
+        if client is not None:
             self.glue = client
         else:
             retry_mode_prop_value = get_first_property_value(properties, GLUE_RETRY_MODE)
@@ -344,7 +344,7 @@ def __init__(self, name: str, client: Optional[GlueClient] = None, **properties:
             if glue_catalog_id := properties.get(GLUE_ID):
                 _register_glue_catalog_id_with_glue_client(self.glue, glue_catalog_id)
 
-    def _convert_glue_to_iceberg(self, glue_table: TableTypeDef) -> Table:
+    def _convert_glue_to_iceberg(self, glue_table: "TableTypeDef") -> Table:
         properties: Properties = glue_table["Parameters"]
 
         assert glue_table["DatabaseName"]
@@ -380,7 +380,7 @@ def _convert_glue_to_iceberg(self, glue_table: TableTypeDef) -> Table:
             catalog=self,
         )
 
-    def _create_glue_table(self, database_name: str, table_name: str, table_input: TableInputTypeDef) -> None:
+    def _create_glue_table(self, database_name: str, table_name: str, table_input: "TableInputTypeDef") -> None:
         try:
             self.glue.create_table(DatabaseName=database_name, TableInput=table_input)
         except self.glue.exceptions.AlreadyExistsException as e:
@@ -388,7 +388,7 @@ def _create_glue_table(self, database_name: str, table_name: str, table_input: T
         except self.glue.exceptions.EntityNotFoundException as e:
             raise NoSuchNamespaceError(f"Database {database_name} does not exist") from e
 
-    def _update_glue_table(self, database_name: str, table_name: str, table_input: TableInputTypeDef, version_id: str) -> None:
+    def _update_glue_table(self, database_name: str, table_name: str, table_input: "TableInputTypeDef", version_id: str) -> None:
         try:
             self.glue.update_table(
                 DatabaseName=database_name,
@@ -403,7 +403,7 @@ def _update_glue_table(self, database_name: str, table_name: str, table_input: T
                 f"Cannot commit {database_name}.{table_name} because Glue detected concurrent update to table version {version_id}"
             ) from e
 
-    def _get_glue_table(self, database_name: str, table_name: str) -> TableTypeDef:
+    def _get_glue_table(self, database_name: str, table_name: str) -> "TableTypeDef":
         try:
             load_table_response = self.glue.get_table(DatabaseName=database_name, Name=table_name)
             return load_table_response["Table"]
@@ -496,7 +496,7 @@ def commit_table(
         table_identifier = table.name()
         database_name, table_name = self.identifier_to_database_and_table(table_identifier, NoSuchTableError)
 
-        current_glue_table: Optional[TableTypeDef]
+        current_glue_table: Optional["TableTypeDef"]
         glue_table_version_id: Optional[str]
         current_table: Optional[Table]
         try:
@@ -702,7 +702,7 @@ def list_tables(self, namespace: Union[str, Identifier]) -> List[Identifier]:
             NoSuchNamespaceError: If a namespace with the given name does not exist, or the identifier is invalid.
         """
         database_name = self.identifier_to_database(namespace, NoSuchNamespaceError)
-        table_list: List[TableTypeDef] = []
+        table_list: List["TableTypeDef"] = []
         next_token: Optional[str] = None
         try:
             while True:
@@ -730,7 +730,7 @@ def list_namespaces(self, namespace: Union[str, Identifier] = ()) -> List[Identi
         if namespace:
             return []
 
-        database_list: List[DatabaseTypeDef] = []
+        database_list: List["DatabaseTypeDef"] = []
         next_token: Optional[str] = None
 
         while True:
@@ -806,5 +806,5 @@ def view_exists(self, identifier: Union[str, Identifier]) -> bool:
         raise NotImplementedError
 
     @staticmethod
-    def __is_iceberg_table(table: TableTypeDef) -> bool:
+    def __is_iceberg_table(table: "TableTypeDef") -> bool:
         return table.get("Parameters", {}).get(TABLE_TYPE, "").lower() == ICEBERG
diff --git a/pyiceberg/catalog/rest/__init__.py b/pyiceberg/catalog/rest/__init__.py
index de7bb9ee20..73026909fa 100644
--- a/pyiceberg/catalog/rest/__init__.py
+++ b/pyiceberg/catalog/rest/__init__.py
@@ -32,6 +32,7 @@
 
 from pyiceberg import __version__
 from pyiceberg.catalog import (
+    BOTOCORE_SESSION,
     TOKEN,
     URI,
     WAREHOUSE_LOCATION,
@@ -53,6 +54,7 @@
     TableAlreadyExistsError,
     UnauthorizedError,
 )
+from pyiceberg.io import AWS_ACCESS_KEY_ID, AWS_REGION, AWS_SECRET_ACCESS_KEY, AWS_SESSION_TOKEN
 from pyiceberg.partitioning import UNPARTITIONED_PARTITION_SPEC, PartitionSpec, assign_fresh_partition_spec_ids
 from pyiceberg.schema import Schema, assign_fresh_schema_ids
 from pyiceberg.table import (
@@ -72,7 +74,7 @@
 from pyiceberg.typedef import EMPTY_DICT, UTF8, IcebergBaseModel, Identifier, Properties
 from pyiceberg.types import transform_dict_value_to_str
 from pyiceberg.utils.deprecated import deprecation_message
-from pyiceberg.utils.properties import get_header_properties, property_as_bool
+from pyiceberg.utils.properties import get_first_property_value, get_header_properties, property_as_bool
 
 if TYPE_CHECKING:
     import pyarrow as pa
@@ -398,11 +400,17 @@ class SigV4Adapter(HTTPAdapter):
             def __init__(self, **properties: str):
                 super().__init__()
                 self._properties = properties
+                self._boto_session = boto3.Session(
+                    region_name=get_first_property_value(self._properties, AWS_REGION),
+                    botocore_session=self._properties.get(BOTOCORE_SESSION),
+                    aws_access_key_id=get_first_property_value(self._properties, AWS_ACCESS_KEY_ID),
+                    aws_secret_access_key=get_first_property_value(self._properties, AWS_SECRET_ACCESS_KEY),
+                    aws_session_token=get_first_property_value(self._properties, AWS_SESSION_TOKEN),
+                )
 
             def add_headers(self, request: PreparedRequest, **kwargs: Any) -> None:  # pylint: disable=W0613
-                boto_session = boto3.Session()
-                credentials = boto_session.get_credentials().get_frozen_credentials()
-                region = self._properties.get(SIGV4_REGION, boto_session.region_name)
+                credentials = self._boto_session.get_credentials().get_frozen_credentials()
+                region = self._properties.get(SIGV4_REGION, self._boto_session.region_name)
                 service = self._properties.get(SIGV4_SERVICE, "execute-api")
 
                 url = str(request.url).split("?")[0]
diff --git a/pyproject.toml b/pyproject.toml
index 2dfcbcefcd..d759a95f3e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -67,11 +67,10 @@ pandas = { version = ">=1.0.0,<3.0.0", optional = true }
 duckdb = { version = ">=0.5.0,<2.0.0", optional = true }
 ray = [
   { version = "==2.10.0", python = "<3.9", optional = true },
-  { version = ">=2.10.0,<3.0.0", python = ">=3.9", optional = true },
+  { version = ">=2.10.0,<=2.44.0", python = ">=3.9", optional = true },
 ]
 python-snappy = { version = ">=0.6.0,<1.0.0", optional = true }
 thrift = { version = ">=0.13.0,<1.0.0", optional = true }
-mypy-boto3-glue = { version = ">=1.28.18", optional = true }
 boto3 = { version = ">=1.24.59", optional = true }
 s3fs = { version = ">=2023.1.0", optional = true }
 adlfs = { version = ">=2023.1.0", optional = true }
@@ -102,6 +101,8 @@ cython = "3.1.2"
 deptry = ">=0.14,<0.24"
 datafusion = ">=44,<48"
 docutils = "!=0.21.post1"   # https://github.com/python-poetry/poetry/issues/9248#issuecomment-2026240520
+mypy-boto3-glue = ">=1.28.18"
+mypy-boto3-dynamodb = ">=1.28.18"
 
 [tool.poetry.group.docs.dependencies]
 # for mkdocs
@@ -217,6 +218,10 @@ ignore_missing_imports = true
 module = "mypy_boto3_glue.*"
 ignore_missing_imports = true
 
+[[tool.mypy.overrides]]
+module = "mypy_boto3_dynamodb.*"
+ignore_missing_imports = true
+
 [[tool.mypy.overrides]]
 module = "moto"
 ignore_missing_imports = true
@@ -299,7 +304,7 @@ snappy = ["python-snappy"]
 hive = ["thrift"]
 hive-kerberos = ["thrift", "thrift_sasl", "kerberos"]
 s3fs = ["s3fs"]
-glue = ["boto3", "mypy-boto3-glue"]
+glue = ["boto3"]
 adlfs = ["adlfs"]
 dynamodb = ["boto3"]
 zstandard = ["zstandard"]
diff --git a/tests/catalog/test_dynamodb.py b/tests/catalog/test_dynamodb.py
index 7ab875af90..c7c39a600d 100644
--- a/tests/catalog/test_dynamodb.py
+++ b/tests/catalog/test_dynamodb.py
@@ -626,3 +626,11 @@ def test_table_exists(
     assert test_catalog.table_exists(identifier) is True
     # Act and Assert for an non-existing  table
     assert test_catalog.table_exists(("non", "exist")) is False
+
+
+@mock_aws
+def test_dynamodb_client_override() -> None:
+    catalog_name = "glue"
+    test_client = boto3.client("dynamodb", region_name="us-west-2")
+    test_catalog = DynamoDbCatalog(catalog_name, test_client)
+    assert test_catalog.dynamodb is test_client

From 5f38df6cf45e958d46e2c82a7e197620b8335e0f Mon Sep 17 00:00:00 2001
From: Jayce Slesar <47452474+jayceslesar@users.noreply.github.com>
Date: Thu, 12 Jun 2025 12:37:31 -0400
Subject: [PATCH 211/357] chore: remove non-test asserts (#2082)

Baby PR to remove `assert` statements out of any non-test code.
---
 pyiceberg/catalog/dynamodb.py |  4 +++-
 pyiceberg/catalog/glue.py     | 15 +++++++++++----
 pyiceberg/cli/console.py      |  2 --
 pyiceberg/schema.py           |  4 ++--
 pyiceberg/utils/config.py     |  3 ++-
 5 files changed, 18 insertions(+), 10 deletions(-)

diff --git a/pyiceberg/catalog/dynamodb.py b/pyiceberg/catalog/dynamodb.py
index 7879e5a2d3..29df2582a7 100644
--- a/pyiceberg/catalog/dynamodb.py
+++ b/pyiceberg/catalog/dynamodb.py
@@ -836,7 +836,9 @@ def _convert_dynamo_item_to_regular_dict(dynamo_json: Dict[str, Any]) -> Dict[st
             raise ValueError("Only S and N data types are supported.")
 
         values = list(val_dict.values())
-        assert len(values) == 1
+        if len(values) != 1:
+            raise ValueError(f"Expecting only 1 value: {values}")
+
         column_value = values[0]
         regular_json[column_name] = column_value
 
diff --git a/pyiceberg/catalog/glue.py b/pyiceberg/catalog/glue.py
index 8212b9c2ec..adfcc910e6 100644
--- a/pyiceberg/catalog/glue.py
+++ b/pyiceberg/catalog/glue.py
@@ -252,7 +252,9 @@ def _construct_table_input(
 def _construct_rename_table_input(to_table_name: str, glue_table: "TableTypeDef") -> "TableInputTypeDef":
     rename_table_input: "TableInputTypeDef" = {"Name": to_table_name}
     # use the same Glue info to create the new table, pointing to the old metadata
-    assert glue_table["TableType"]
+    if not glue_table["TableType"]:
+        raise ValueError("Glue table type is missing, cannot rename table")
+
     rename_table_input["TableType"] = glue_table["TableType"]
     if "Owner" in glue_table:
         rename_table_input["Owner"] = glue_table["Owner"]
@@ -347,9 +349,14 @@ def __init__(self, name: str, client: Optional["GlueClient"] = None, **propertie
     def _convert_glue_to_iceberg(self, glue_table: "TableTypeDef") -> Table:
         properties: Properties = glue_table["Parameters"]
 
-        assert glue_table["DatabaseName"]
-        assert glue_table["Parameters"]
-        database_name = glue_table["DatabaseName"]
+        database_name = glue_table.get("DatabaseName", None)
+        if database_name is None:
+            raise ValueError("Glue table is missing DatabaseName property")
+
+        parameters = glue_table.get("Parameters", None)
+        if parameters is None:
+            raise ValueError("Glue table is missing Parameters property")
+
         table_name = glue_table["Name"]
 
         if TABLE_TYPE not in properties:
diff --git a/pyiceberg/cli/console.py b/pyiceberg/cli/console.py
index 83e67a3cbb..25a536d2a6 100644
--- a/pyiceberg/cli/console.py
+++ b/pyiceberg/cli/console.py
@@ -300,7 +300,6 @@ def get_namespace(ctx: Context, identifier: str, property_name: str) -> None:
     identifier_tuple = Catalog.identifier_to_tuple(identifier)
 
     namespace_properties = catalog.load_namespace_properties(identifier_tuple)
-    assert namespace_properties
 
     if property_name:
         if property_value := namespace_properties.get(property_name):
@@ -322,7 +321,6 @@ def get_table(ctx: Context, identifier: str, property_name: str) -> None:
     identifier_tuple = Catalog.identifier_to_tuple(identifier)
 
     metadata = catalog.load_table(identifier_tuple).metadata
-    assert metadata
 
     if property_name:
         if property_value := metadata.properties.get(property_name):
diff --git a/pyiceberg/schema.py b/pyiceberg/schema.py
index 6aa1f88852..6333ace6e2 100644
--- a/pyiceberg/schema.py
+++ b/pyiceberg/schema.py
@@ -1362,8 +1362,8 @@ def make_compatible_name(name: str) -> str:
 
 
 def _valid_avro_name(name: str) -> bool:
-    length = len(name)
-    assert length > 0, ValueError("Can not validate empty avro name")
+    if not len(name):
+        raise ValueError("Can not validate empty avro name")
     first = name[0]
     if not (first.isalpha() or first == "_"):
         return False
diff --git a/pyiceberg/utils/config.py b/pyiceberg/utils/config.py
index 0c162777d6..0bfaefdbc6 100644
--- a/pyiceberg/utils/config.py
+++ b/pyiceberg/utils/config.py
@@ -154,7 +154,8 @@ def get_catalog_config(self, catalog_name: str) -> Optional[RecursiveDict]:
                 raise ValueError(f"Catalog configurations needs to be an object: {catalog_name}")
             if catalog_name_lower in catalogs:
                 catalog_conf = catalogs[catalog_name_lower]
-                assert isinstance(catalog_conf, dict), f"Configuration path catalogs.{catalog_name_lower} needs to be an object"
+                if not isinstance(catalog_conf, dict):
+                    raise ValueError(f"Configuration path catalogs.{catalog_name_lower} needs to be an object")
                 return catalog_conf
         return None
 

From ca8d8b712532f24200a690760b830a7c68238af7 Mon Sep 17 00:00:00 2001
From: Drew Gallardo <imgeru@gmail.com>
Date: Thu, 12 Jun 2025 14:47:17 -0700
Subject: [PATCH 212/357] fix: glue drop_namespace to check non-iceberg tables
 (#2083)

# Rationale for this change

This PR is adding a check for all tables in the GlueCatalog instead of
just iceberg tables.

GlueCatalog allows users to store other table formats under the same
database. Using the catalog's `list_tables()` call filters out
non-Iceberg table types, which avoids the proper Iceberg
`NamespaceNotEmptyError` and instead returns a generic Glue SDK error.

This change aligns with the behavior in the java implementation:
-
https://github.com/apache/iceberg/blob/main/aws/src/main/java/org/apache/iceberg/aws/glue/GlueCatalog.java#L538-L571

# Are these changes tested?

Tested locally with Glue Catalog

# Are there any user-facing changes?

Yes new exception message when a `drop_namespace()` call is made against
a database with non-iceberg tables.
---
 pyiceberg/catalog/glue.py  | 14 ++++++++++----
 tests/catalog/test_glue.py | 12 ++++++++++++
 2 files changed, 22 insertions(+), 4 deletions(-)

diff --git a/pyiceberg/catalog/glue.py b/pyiceberg/catalog/glue.py
index adfcc910e6..25e7d3f73f 100644
--- a/pyiceberg/catalog/glue.py
+++ b/pyiceberg/catalog/glue.py
@@ -687,13 +687,19 @@ def drop_namespace(self, namespace: Union[str, Identifier]) -> None:
         """
         database_name = self.identifier_to_database(namespace, NoSuchNamespaceError)
         try:
-            table_list = self.list_tables(namespace=database_name)
-        except NoSuchNamespaceError as e:
+            table_list_response = self.glue.get_tables(DatabaseName=database_name)
+            table_list = table_list_response["TableList"]
+        except self.glue.exceptions.EntityNotFoundException as e:
             raise NoSuchNamespaceError(f"Database does not exist: {database_name}") from e
 
         if len(table_list) > 0:
-            raise NamespaceNotEmptyError(f"Database {database_name} is not empty")
-
+            first_table = table_list[0]
+            if self.__is_iceberg_table(first_table):
+                raise NamespaceNotEmptyError(f"Cannot drop namespace {database_name} because it still contains Iceberg tables")
+            else:
+                raise NamespaceNotEmptyError(
+                    f"Cannot drop namespace {database_name} because it still contains non-Iceberg tables"
+                )
         self.glue.delete_database(Name=database_name)
 
     def list_tables(self, namespace: Union[str, Identifier]) -> List[Identifier]:
diff --git a/tests/catalog/test_glue.py b/tests/catalog/test_glue.py
index df1734eb68..399c9e8bb1 100644
--- a/tests/catalog/test_glue.py
+++ b/tests/catalog/test_glue.py
@@ -548,6 +548,18 @@ def test_drop_non_empty_namespace(
         test_catalog.drop_namespace(database_name)
 
 
+@mock_aws
+def test_drop_namespace_that_contains_non_iceberg_tables(
+    _bucket_initialize: None, moto_endpoint_url: str, table_schema_nested: Schema, database_name: str, table_name: str
+) -> None:
+    test_catalog = GlueCatalog("glue", **{"s3.endpoint": moto_endpoint_url, "warehouse": f"s3://{BUCKET_NAME}/"})
+    test_catalog.create_namespace(namespace=database_name)
+    test_catalog.glue.create_table(DatabaseName=database_name, TableInput={"Name": "hive_table"})
+
+    with pytest.raises(NamespaceNotEmptyError):
+        test_catalog.drop_namespace(database_name)
+
+
 @mock_aws
 def test_drop_non_exist_namespace(_bucket_initialize: None, moto_endpoint_url: str, database_name: str) -> None:
     test_catalog = GlueCatalog("glue", **{"s3.endpoint": moto_endpoint_url})

From 655d791b99cb92e6b1d9a570ee3d332313feca1b Mon Sep 17 00:00:00 2001
From: Brian Phillips <149107659+b-phi@users.noreply.github.com>
Date: Fri, 13 Jun 2025 09:26:25 -0400
Subject: [PATCH 213/357] Add v3 structs (#2065)

Closes https://github.com/apache/iceberg-python/issues/1982

# Rationale for this change
Adds v3 structs for data files, manifest entries, and manifest lists.
Necessary for related v3 work.

# Are these changes tested?
No, these are just schemas.

# Are there any user-facing changes?
No
---
 pyiceberg/manifest.py | 148 ++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 148 insertions(+)

diff --git a/pyiceberg/manifest.py b/pyiceberg/manifest.py
index 61cb87e3d8..c2ebcb6274 100644
--- a/pyiceberg/manifest.py
+++ b/pyiceberg/manifest.py
@@ -289,6 +289,129 @@ def __repr__(self) -> str:
             doc="ID representing sort order for this file",
         ),
     ),
+    3: StructType(
+        NestedField(
+            field_id=134,
+            name="content",
+            field_type=IntegerType(),
+            required=True,
+            doc="File format name: avro, orc, or parquet",
+            initial_default=DataFileContent.DATA,
+        ),
+        NestedField(field_id=100, name="file_path", field_type=StringType(), required=True, doc="Location URI with FS scheme"),
+        NestedField(
+            field_id=101,
+            name="file_format",
+            field_type=StringType(),
+            required=True,
+            doc="File format name: avro, orc, or parquet",
+        ),
+        NestedField(
+            field_id=102,
+            name="partition",
+            field_type=StructType(),
+            required=True,
+            doc="Partition data tuple, schema based on the partition spec",
+        ),
+        NestedField(field_id=103, name="record_count", field_type=LongType(), required=True, doc="Number of records in the file"),
+        NestedField(
+            field_id=104, name="file_size_in_bytes", field_type=LongType(), required=True, doc="Total file size in bytes"
+        ),
+        NestedField(
+            field_id=108,
+            name="column_sizes",
+            field_type=MapType(key_id=117, key_type=IntegerType(), value_id=118, value_type=LongType()),
+            required=False,
+            doc="Map of column id to total size on disk",
+        ),
+        NestedField(
+            field_id=109,
+            name="value_counts",
+            field_type=MapType(key_id=119, key_type=IntegerType(), value_id=120, value_type=LongType()),
+            required=False,
+            doc="Map of column id to total count, including null and NaN",
+        ),
+        NestedField(
+            field_id=110,
+            name="null_value_counts",
+            field_type=MapType(key_id=121, key_type=IntegerType(), value_id=122, value_type=LongType()),
+            required=False,
+            doc="Map of column id to null value count",
+        ),
+        NestedField(
+            field_id=137,
+            name="nan_value_counts",
+            field_type=MapType(key_id=138, key_type=IntegerType(), value_id=139, value_type=LongType()),
+            required=False,
+            doc="Map of column id to number of NaN values in the column",
+        ),
+        NestedField(
+            field_id=125,
+            name="lower_bounds",
+            field_type=MapType(key_id=126, key_type=IntegerType(), value_id=127, value_type=BinaryType()),
+            required=False,
+            doc="Map of column id to lower bound",
+        ),
+        NestedField(
+            field_id=128,
+            name="upper_bounds",
+            field_type=MapType(key_id=129, key_type=IntegerType(), value_id=130, value_type=BinaryType()),
+            required=False,
+            doc="Map of column id to upper bound",
+        ),
+        NestedField(
+            field_id=131, name="key_metadata", field_type=BinaryType(), required=False, doc="Encryption key metadata blob"
+        ),
+        NestedField(
+            field_id=132,
+            name="split_offsets",
+            field_type=ListType(element_id=133, element_type=LongType(), element_required=True),
+            required=False,
+            doc="Splittable offsets",
+        ),
+        NestedField(
+            field_id=135,
+            name="equality_ids",
+            field_type=ListType(element_id=136, element_type=LongType(), element_required=True),
+            required=False,
+            doc="Field ids used to determine row equality in equality delete files.",
+        ),
+        NestedField(
+            field_id=140,
+            name="sort_order_id",
+            field_type=IntegerType(),
+            required=False,
+            doc="ID representing sort order for this file",
+        ),
+        NestedField(
+            field_id=142,
+            name="first_row_id",
+            field_type=LongType(),
+            required=False,
+            doc="The _row_id for the first row in the data file.",
+        ),
+        NestedField(
+            field_id=143,
+            name="referenced_data_file",
+            field_type=StringType(),
+            required=False,
+            doc="Fully qualified location (URI with FS scheme) of a data file that all deletes reference",
+        ),
+        NestedField(
+            field_id=144,
+            name="content_offset",
+            field_type=LongType(),
+            required=False,
+            doc="The offset in the file where the content starts.",
+        ),
+        NestedField(
+            field_id=145,
+            name="content_size_in_bytes",
+            field_type=LongType(),
+            required=False,
+            doc="The length of a referenced content stored in the file; required if content_offset is present",
+        ),
+    ),
 }
 
 
@@ -434,6 +557,13 @@ def __eq__(self, other: Any) -> bool:
         NestedField(4, "file_sequence_number", LongType(), required=False),
         NestedField(2, "data_file", DATA_FILE_TYPE[2], required=True),
     ),
+    3: Schema(
+        NestedField(0, "status", IntegerType(), required=True),
+        NestedField(1, "snapshot_id", LongType(), required=False),
+        NestedField(3, "sequence_number", LongType(), required=False),
+        NestedField(4, "file_sequence_number", LongType(), required=False),
+        NestedField(2, "data_file", DATA_FILE_TYPE[3], required=True),
+    ),
 }
 
 MANIFEST_ENTRY_SCHEMAS_STRUCT = {format_version: schema.as_struct() for format_version, schema in MANIFEST_ENTRY_SCHEMAS.items()}
@@ -604,6 +734,24 @@ def construct_partition_summaries(spec: PartitionSpec, schema: Schema, partition
         NestedField(507, "partitions", ListType(508, PARTITION_FIELD_SUMMARY_TYPE, element_required=True), required=False),
         NestedField(519, "key_metadata", BinaryType(), required=False),
     ),
+    3: Schema(
+        NestedField(500, "manifest_path", StringType(), required=True, doc="Location URI with FS scheme"),
+        NestedField(501, "manifest_length", LongType(), required=True),
+        NestedField(502, "partition_spec_id", IntegerType(), required=True),
+        NestedField(517, "content", IntegerType(), required=True, initial_default=ManifestContent.DATA),
+        NestedField(515, "sequence_number", LongType(), required=True, initial_default=0),
+        NestedField(516, "min_sequence_number", LongType(), required=True, initial_default=0),
+        NestedField(503, "added_snapshot_id", LongType(), required=True),
+        NestedField(504, "added_files_count", IntegerType(), required=True),
+        NestedField(505, "existing_files_count", IntegerType(), required=True),
+        NestedField(506, "deleted_files_count", IntegerType(), required=True),
+        NestedField(512, "added_rows_count", LongType(), required=True),
+        NestedField(513, "existing_rows_count", LongType(), required=True),
+        NestedField(514, "deleted_rows_count", LongType(), required=True),
+        NestedField(507, "partitions", ListType(508, PARTITION_FIELD_SUMMARY_TYPE, element_required=True), required=False),
+        NestedField(519, "key_metadata", BinaryType(), required=False),
+        NestedField(520, "first_row_id", LongType(), required=False),
+    ),
 }
 
 MANIFEST_LIST_FILE_STRUCTS = {format_version: schema.as_struct() for format_version, schema in MANIFEST_LIST_FILE_SCHEMAS.items()}

From 920aed06a6528ce6d2c3cf6cf61f6ee7279fddb6 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Fri, 13 Jun 2025 16:04:57 +0200
Subject: [PATCH 214/357] Add Avro compression (#1976)

# Rationale for this change

PyIceberg did not compress the Avro. This will make gzip/deflate the
same as in Java.

# Are these changes tested?

Existing round-trip tests with FastAvro and Spark. Some tests are
extended to both write compressed and uncompressed data.

# Are there any user-facing changes?

Smaller and faster manifest files :)

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/avro/codecs/__init__.py            | 13 +++-
 pyiceberg/avro/file.py                       | 47 ++++++++++--
 pyiceberg/manifest.py                        | 76 +++++++++++++++-----
 pyiceberg/table/__init__.py                  |  3 +
 pyiceberg/table/update/snapshot.py           | 14 ++++
 tests/integration/test_rest_manifest.py      |  5 +-
 tests/integration/test_writes/test_writes.py | 26 +++++++
 tests/utils/test_manifest.py                 | 12 +++-
 8 files changed, 167 insertions(+), 29 deletions(-)

diff --git a/pyiceberg/avro/codecs/__init__.py b/pyiceberg/avro/codecs/__init__.py
index 22e2f71cf8..ce592ccc5a 100644
--- a/pyiceberg/avro/codecs/__init__.py
+++ b/pyiceberg/avro/codecs/__init__.py
@@ -26,7 +26,9 @@
 
 from __future__ import annotations
 
-from typing import Dict, Optional, Type
+from typing import Dict, Literal, Optional, Type
+
+from typing_extensions import TypeAlias
 
 from pyiceberg.avro.codecs.bzip2 import BZip2Codec
 from pyiceberg.avro.codecs.codec import Codec
@@ -34,10 +36,17 @@
 from pyiceberg.avro.codecs.snappy_codec import SnappyCodec
 from pyiceberg.avro.codecs.zstandard_codec import ZStandardCodec
 
-KNOWN_CODECS: Dict[str, Optional[Type[Codec]]] = {
+AvroCompressionCodec: TypeAlias = Literal["null", "bzip2", "snappy", "zstandard", "deflate"]
+
+AVRO_CODEC_KEY = "avro.codec"
+
+KNOWN_CODECS: Dict[AvroCompressionCodec, Optional[Type[Codec]]] = {
     "null": None,
     "bzip2": BZip2Codec,
     "snappy": SnappyCodec,
     "zstandard": ZStandardCodec,
     "deflate": DeflateCodec,
 }
+
+# Map to convert the naming from Iceberg to Avro
+CODEC_MAPPING_ICEBERG_TO_AVRO: Dict[str, str] = {"gzip": "deflate", "zstd": "zstandard"}
diff --git a/pyiceberg/avro/file.py b/pyiceberg/avro/file.py
index 9db585308d..82b042a412 100644
--- a/pyiceberg/avro/file.py
+++ b/pyiceberg/avro/file.py
@@ -35,7 +35,7 @@
     TypeVar,
 )
 
-from pyiceberg.avro.codecs import KNOWN_CODECS
+from pyiceberg.avro.codecs import AVRO_CODEC_KEY, CODEC_MAPPING_ICEBERG_TO_AVRO, KNOWN_CODECS
 from pyiceberg.avro.codecs.codec import Codec
 from pyiceberg.avro.decoder import BinaryDecoder, new_decoder
 from pyiceberg.avro.encoder import BinaryEncoder
@@ -69,7 +69,6 @@
     NestedField(field_id=300, name="sync", field_type=FixedType(length=SYNC_SIZE), required=True),
 )
 
-_CODEC_KEY = "avro.codec"
 _SCHEMA_KEY = "avro.schema"
 
 
@@ -92,11 +91,13 @@ def compression_codec(self) -> Optional[Type[Codec]]:
         In the case of a null codec, we return a None indicating that we
         don't need to compress/decompress.
         """
-        codec_name = self.meta.get(_CODEC_KEY, "null")
+        from pyiceberg.table import TableProperties
+
+        codec_name = self.meta.get(AVRO_CODEC_KEY, TableProperties.WRITE_AVRO_COMPRESSION_DEFAULT)
         if codec_name not in KNOWN_CODECS:
             raise ValueError(f"Unsupported codec: {codec_name}")
 
-        return KNOWN_CODECS[codec_name]
+        return KNOWN_CODECS[codec_name]  # type: ignore
 
     def get_schema(self) -> Schema:
         if _SCHEMA_KEY in self.meta:
@@ -276,11 +277,36 @@ def __exit__(
         self.output_stream.close()
 
     def _write_header(self) -> None:
+        from pyiceberg.table import TableProperties
+
+        codec_name = self.metadata.get(AVRO_CODEC_KEY, TableProperties.WRITE_AVRO_COMPRESSION_DEFAULT)
+        if avro_codec_name := CODEC_MAPPING_ICEBERG_TO_AVRO.get(codec_name):
+            codec_name = avro_codec_name
+
         json_schema = json.dumps(AvroSchemaConversion().iceberg_to_avro(self.file_schema, schema_name=self.schema_name))
-        meta = {**self.metadata, _SCHEMA_KEY: json_schema, _CODEC_KEY: "null"}
+
+        meta = {**self.metadata, _SCHEMA_KEY: json_schema, AVRO_CODEC_KEY: codec_name}
         header = AvroFileHeader(MAGIC, meta, self.sync_bytes)
         construct_writer(META_SCHEMA).write(self.encoder, header)
 
+    def compression_codec(self) -> Optional[Type[Codec]]:
+        """Get the file's compression codec algorithm from the file's metadata.
+
+        In the case of a null codec, we return a None indicating that we
+        don't need to compress/decompress.
+        """
+        from pyiceberg.table import TableProperties
+
+        codec_name = self.metadata.get(AVRO_CODEC_KEY, TableProperties.WRITE_AVRO_COMPRESSION_DEFAULT)
+
+        if avro_codec_name := CODEC_MAPPING_ICEBERG_TO_AVRO.get(codec_name):
+            codec_name = avro_codec_name
+
+        if codec_name not in KNOWN_CODECS:
+            raise ValueError(f"Unsupported codec: {codec_name}")
+
+        return KNOWN_CODECS[codec_name]  # type: ignore
+
     def write_block(self, objects: List[D]) -> None:
         in_memory = io.BytesIO()
         block_content_encoder = BinaryEncoder(output_stream=in_memory)
@@ -289,6 +315,13 @@ def write_block(self, objects: List[D]) -> None:
         block_content = in_memory.getvalue()
 
         self.encoder.write_int(len(objects))
-        self.encoder.write_int(len(block_content))
-        self.encoder.write(block_content)
+
+        if codec := self.compression_codec():
+            content, content_length = codec.compress(block_content)
+            self.encoder.write_int(content_length)
+            self.encoder.write(content)
+        else:
+            self.encoder.write_int(len(block_content))
+            self.encoder.write(block_content)
+
         self.encoder.write(self.sync_bytes)
diff --git a/pyiceberg/manifest.py b/pyiceberg/manifest.py
index c2ebcb6274..5aa1a11f90 100644
--- a/pyiceberg/manifest.py
+++ b/pyiceberg/manifest.py
@@ -37,6 +37,7 @@
 from cachetools.keys import hashkey
 from pydantic_core import to_json
 
+from pyiceberg.avro.codecs import AVRO_CODEC_KEY, AvroCompressionCodec
 from pyiceberg.avro.file import AvroFile, AvroOutputFile
 from pyiceberg.conversions import to_bytes
 from pyiceberg.exceptions import ValidationError
@@ -946,9 +947,16 @@ class ManifestWriter(ABC):
     _deleted_rows: int
     _min_sequence_number: Optional[int]
     _partitions: List[Record]
-    _reused_entry_wrapper: ManifestEntry
+    _compression: AvroCompressionCodec
 
-    def __init__(self, spec: PartitionSpec, schema: Schema, output_file: OutputFile, snapshot_id: int) -> None:
+    def __init__(
+        self,
+        spec: PartitionSpec,
+        schema: Schema,
+        output_file: OutputFile,
+        snapshot_id: int,
+        avro_compression: AvroCompressionCodec,
+    ) -> None:
         self.closed = False
         self._spec = spec
         self._schema = schema
@@ -963,6 +971,7 @@ def __init__(self, spec: PartitionSpec, schema: Schema, output_file: OutputFile,
         self._deleted_rows = 0
         self._min_sequence_number = None
         self._partitions = []
+        self._compression = avro_compression
 
     def __enter__(self) -> ManifestWriter:
         """Open the writer."""
@@ -998,6 +1007,7 @@ def _meta(self) -> Dict[str, str]:
             "partition-spec": to_json(self._spec.fields).decode("utf-8"),
             "partition-spec-id": str(self._spec.spec_id),
             "format-version": str(self.version),
+            AVRO_CODEC_KEY: self._compression,
         }
 
     def _with_partition(self, format_version: TableVersion) -> Schema:
@@ -1109,13 +1119,15 @@ def existing(self, entry: ManifestEntry) -> ManifestWriter:
 
 
 class ManifestWriterV1(ManifestWriter):
-    def __init__(self, spec: PartitionSpec, schema: Schema, output_file: OutputFile, snapshot_id: int):
-        super().__init__(
-            spec,
-            schema,
-            output_file,
-            snapshot_id,
-        )
+    def __init__(
+        self,
+        spec: PartitionSpec,
+        schema: Schema,
+        output_file: OutputFile,
+        snapshot_id: int,
+        avro_compression: AvroCompressionCodec,
+    ):
+        super().__init__(spec, schema, output_file, snapshot_id, avro_compression)
 
     def content(self) -> ManifestContent:
         return ManifestContent.DATA
@@ -1129,8 +1141,15 @@ def prepare_entry(self, entry: ManifestEntry) -> ManifestEntry:
 
 
 class ManifestWriterV2(ManifestWriter):
-    def __init__(self, spec: PartitionSpec, schema: Schema, output_file: OutputFile, snapshot_id: int):
-        super().__init__(spec, schema, output_file, snapshot_id)
+    def __init__(
+        self,
+        spec: PartitionSpec,
+        schema: Schema,
+        output_file: OutputFile,
+        snapshot_id: int,
+        avro_compression: AvroCompressionCodec,
+    ):
+        super().__init__(spec, schema, output_file, snapshot_id, avro_compression)
 
     def content(self) -> ManifestContent:
         return ManifestContent.DATA
@@ -1156,12 +1175,17 @@ def prepare_entry(self, entry: ManifestEntry) -> ManifestEntry:
 
 
 def write_manifest(
-    format_version: TableVersion, spec: PartitionSpec, schema: Schema, output_file: OutputFile, snapshot_id: int
+    format_version: TableVersion,
+    spec: PartitionSpec,
+    schema: Schema,
+    output_file: OutputFile,
+    snapshot_id: int,
+    avro_compression: AvroCompressionCodec,
 ) -> ManifestWriter:
     if format_version == 1:
-        return ManifestWriterV1(spec, schema, output_file, snapshot_id)
+        return ManifestWriterV1(spec, schema, output_file, snapshot_id, avro_compression)
     elif format_version == 2:
-        return ManifestWriterV2(spec, schema, output_file, snapshot_id)
+        return ManifestWriterV2(spec, schema, output_file, snapshot_id, avro_compression)
     else:
         raise ValueError(f"Cannot write manifest for table version: {format_version}")
 
@@ -1211,7 +1235,13 @@ def add_manifests(self, manifest_files: List[ManifestFile]) -> ManifestListWrite
 
 
 class ManifestListWriterV1(ManifestListWriter):
-    def __init__(self, output_file: OutputFile, snapshot_id: int, parent_snapshot_id: Optional[int]):
+    def __init__(
+        self,
+        output_file: OutputFile,
+        snapshot_id: int,
+        parent_snapshot_id: Optional[int],
+        compression: AvroCompressionCodec,
+    ):
         super().__init__(
             format_version=1,
             output_file=output_file,
@@ -1219,6 +1249,7 @@ def __init__(self, output_file: OutputFile, snapshot_id: int, parent_snapshot_id
                 "snapshot-id": str(snapshot_id),
                 "parent-snapshot-id": str(parent_snapshot_id) if parent_snapshot_id is not None else "null",
                 "format-version": "1",
+                AVRO_CODEC_KEY: compression,
             },
         )
 
@@ -1232,7 +1263,14 @@ class ManifestListWriterV2(ManifestListWriter):
     _commit_snapshot_id: int
     _sequence_number: int
 
-    def __init__(self, output_file: OutputFile, snapshot_id: int, parent_snapshot_id: Optional[int], sequence_number: int):
+    def __init__(
+        self,
+        output_file: OutputFile,
+        snapshot_id: int,
+        parent_snapshot_id: Optional[int],
+        sequence_number: int,
+        compression: AvroCompressionCodec,
+    ):
         super().__init__(
             format_version=2,
             output_file=output_file,
@@ -1241,6 +1279,7 @@ def __init__(self, output_file: OutputFile, snapshot_id: int, parent_snapshot_id
                 "parent-snapshot-id": str(parent_snapshot_id) if parent_snapshot_id is not None else "null",
                 "sequence-number": str(sequence_number),
                 "format-version": "2",
+                AVRO_CODEC_KEY: compression,
             },
         )
         self._commit_snapshot_id = snapshot_id
@@ -1275,12 +1314,13 @@ def write_manifest_list(
     snapshot_id: int,
     parent_snapshot_id: Optional[int],
     sequence_number: Optional[int],
+    avro_compression: AvroCompressionCodec,
 ) -> ManifestListWriter:
     if format_version == 1:
-        return ManifestListWriterV1(output_file, snapshot_id, parent_snapshot_id)
+        return ManifestListWriterV1(output_file, snapshot_id, parent_snapshot_id, avro_compression)
     elif format_version == 2:
         if sequence_number is None:
             raise ValueError(f"Sequence-number is required for V2 tables: {sequence_number}")
-        return ManifestListWriterV2(output_file, snapshot_id, parent_snapshot_id, sequence_number)
+        return ManifestListWriterV2(output_file, snapshot_id, parent_snapshot_id, sequence_number, avro_compression)
     else:
         raise ValueError(f"Cannot write manifest list for table version: {format_version}")
diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index 78676a774a..74a9c881c6 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -192,6 +192,9 @@ class TableProperties:
     WRITE_TARGET_FILE_SIZE_BYTES = "write.target-file-size-bytes"
     WRITE_TARGET_FILE_SIZE_BYTES_DEFAULT = 512 * 1024 * 1024  # 512 MB
 
+    WRITE_AVRO_COMPRESSION = "write.avro.compression-codec"
+    WRITE_AVRO_COMPRESSION_DEFAULT = "gzip"
+
     DEFAULT_WRITE_METRICS_MODE = "write.metadata.metrics.default"
     DEFAULT_WRITE_METRICS_MODE_DEFAULT = "truncate(16)"
 
diff --git a/pyiceberg/table/update/snapshot.py b/pyiceberg/table/update/snapshot.py
index a82167744d..08c4f5d0bf 100644
--- a/pyiceberg/table/update/snapshot.py
+++ b/pyiceberg/table/update/snapshot.py
@@ -27,6 +27,7 @@
 
 from sortedcontainers import SortedList
 
+from pyiceberg.avro.codecs import AvroCompressionCodec
 from pyiceberg.expressions import (
     AlwaysFalse,
     BooleanExpression,
@@ -104,6 +105,7 @@ class _SnapshotProducer(UpdateTableMetadata[U], Generic[U]):
     _added_data_files: List[DataFile]
     _manifest_num_counter: itertools.count[int]
     _deleted_data_files: Set[DataFile]
+    _compression: AvroCompressionCodec
 
     def __init__(
         self,
@@ -126,6 +128,11 @@ def __init__(
         self._deleted_data_files = set()
         self.snapshot_properties = snapshot_properties
         self._manifest_num_counter = itertools.count(0)
+        from pyiceberg.table import TableProperties
+
+        self._compression = self._transaction.table_metadata.properties.get(  # type: ignore
+            TableProperties.WRITE_AVRO_COMPRESSION, TableProperties.WRITE_AVRO_COMPRESSION_DEFAULT
+        )
 
     def append_data_file(self, data_file: DataFile) -> _SnapshotProducer[U]:
         self._added_data_files.append(data_file)
@@ -154,6 +161,7 @@ def _write_added_manifest() -> List[ManifestFile]:
                     schema=self._transaction.table_metadata.schema(),
                     output_file=self.new_manifest_output(),
                     snapshot_id=self._snapshot_id,
+                    avro_compression=self._compression,
                 ) as writer:
                     for data_file in self._added_data_files:
                         writer.add(
@@ -184,6 +192,7 @@ def _write_delete_manifest() -> List[ManifestFile]:
                         schema=self._transaction.table_metadata.schema(),
                         output_file=self.new_manifest_output(),
                         snapshot_id=self._snapshot_id,
+                        avro_compression=self._compression,
                     ) as writer:
                         for entry in entries:
                             writer.add_entry(entry)
@@ -249,12 +258,14 @@ def _commit(self) -> UpdatesAndRequirements:
         )
         location_provider = self._transaction._table.location_provider()
         manifest_list_file_path = location_provider.new_metadata_location(file_name)
+
         with write_manifest_list(
             format_version=self._transaction.table_metadata.format_version,
             output_file=self._io.new_output(manifest_list_file_path),
             snapshot_id=self._snapshot_id,
             parent_snapshot_id=self._parent_snapshot_id,
             sequence_number=next_sequence_number,
+            avro_compression=self._compression,
         ) as writer:
             writer.add_manifests(new_manifests)
 
@@ -291,6 +302,7 @@ def new_manifest_writer(self, spec: PartitionSpec) -> ManifestWriter:
             schema=self._transaction.table_metadata.schema(),
             output_file=self.new_manifest_output(),
             snapshot_id=self._snapshot_id,
+            avro_compression=self._compression,
         )
 
     def new_manifest_output(self) -> OutputFile:
@@ -416,6 +428,7 @@ def _copy_with_new_status(entry: ManifestEntry, status: ManifestEntryStatus) ->
                                     schema=self._transaction.table_metadata.schema(),
                                     output_file=self.new_manifest_output(),
                                     snapshot_id=self._snapshot_id,
+                                    avro_compression=self._compression,
                                 ) as writer:
                                     for existing_entry in existing_entries:
                                         writer.add_entry(existing_entry)
@@ -550,6 +563,7 @@ def _existing_manifests(self) -> List[ManifestFile]:
                             schema=self._transaction.table_metadata.schema(),
                             output_file=self.new_manifest_output(),
                             snapshot_id=self._snapshot_id,
+                            avro_compression=self._compression,
                         ) as writer:
                             [
                                 writer.add_entry(
diff --git a/tests/integration/test_rest_manifest.py b/tests/integration/test_rest_manifest.py
index dda0bbfe3b..8dd9510ac8 100644
--- a/tests/integration/test_rest_manifest.py
+++ b/tests/integration/test_rest_manifest.py
@@ -25,6 +25,7 @@
 import pytest
 from fastavro import reader
 
+from pyiceberg.avro.codecs import AvroCompressionCodec
 from pyiceberg.catalog import Catalog, load_catalog
 from pyiceberg.io.pyarrow import PyArrowFileIO
 from pyiceberg.manifest import DataFile, write_manifest
@@ -77,7 +78,8 @@ def table_test_all_types(catalog: Catalog) -> Table:
 
 
 @pytest.mark.integration
-def test_write_sample_manifest(table_test_all_types: Table) -> None:
+@pytest.mark.parametrize("compression", ["null", "deflate"])
+def test_write_sample_manifest(table_test_all_types: Table, compression: AvroCompressionCodec) -> None:
     test_snapshot = table_test_all_types.current_snapshot()
     if test_snapshot is None:
         raise ValueError("Table has no current snapshot, check the docker environment")
@@ -120,6 +122,7 @@ def test_write_sample_manifest(table_test_all_types: Table) -> None:
             schema=test_schema,
             output_file=output,
             snapshot_id=test_snapshot.snapshot_id,
+            avro_compression=compression,
         ) as manifest_writer:
             # For simplicity, try one entry first
             manifest_writer.add_entry(test_manifest_entries[0])
diff --git a/tests/integration/test_writes/test_writes.py b/tests/integration/test_writes/test_writes.py
index 150d2b750c..493b163b95 100644
--- a/tests/integration/test_writes/test_writes.py
+++ b/tests/integration/test_writes/test_writes.py
@@ -25,6 +25,7 @@
 from typing import Any, Dict
 from urllib.parse import urlparse
 
+import fastavro
 import pandas as pd
 import pandas.testing
 import pyarrow as pa
@@ -1841,3 +1842,28 @@ def test_read_write_decimals(session_catalog: Catalog) -> None:
     tbl.append(arrow_table)
 
     assert tbl.scan().to_arrow() == arrow_table
+
+
+@pytest.mark.integration
+def test_avro_compression_codecs(session_catalog: Catalog, arrow_table_with_null: pa.Table) -> None:
+    identifier = "default.test_avro_compression_codecs"
+    tbl = _create_table(session_catalog, identifier, schema=arrow_table_with_null.schema, data=[arrow_table_with_null])
+
+    current_snapshot = tbl.current_snapshot()
+    assert current_snapshot is not None
+
+    with tbl.io.new_input(current_snapshot.manifest_list).open() as f:
+        reader = fastavro.reader(f)
+        assert reader.codec == "deflate"
+
+    with tbl.transaction() as tx:
+        tx.set_properties(**{TableProperties.WRITE_AVRO_COMPRESSION: "null"})  #  type: ignore
+
+    tbl.append(arrow_table_with_null)
+
+    current_snapshot = tbl.current_snapshot()
+    assert current_snapshot is not None
+
+    with tbl.io.new_input(current_snapshot.manifest_list).open() as f:
+        reader = fastavro.reader(f)
+        assert reader.codec == "null"
diff --git a/tests/utils/test_manifest.py b/tests/utils/test_manifest.py
index 5740587958..d92f87a464 100644
--- a/tests/utils/test_manifest.py
+++ b/tests/utils/test_manifest.py
@@ -22,6 +22,7 @@
 import fastavro
 import pytest
 
+from pyiceberg.avro.codecs import AvroCompressionCodec
 from pyiceberg.io import load_file_io
 from pyiceberg.io.pyarrow import PyArrowFileIO
 from pyiceberg.manifest import (
@@ -351,13 +352,18 @@ def test_write_empty_manifest() -> None:
                 schema=test_schema,
                 output_file=io.new_output(tmp_avro_file),
                 snapshot_id=8744736658442914487,
+                avro_compression="deflate",
             ) as _:
                 pass
 
 
 @pytest.mark.parametrize("format_version", [1, 2])
+@pytest.mark.parametrize("compression", ["null", "deflate"])
 def test_write_manifest(
-    generated_manifest_file_file_v1: str, generated_manifest_file_file_v2: str, format_version: TableVersion
+    generated_manifest_file_file_v1: str,
+    generated_manifest_file_file_v2: str,
+    format_version: TableVersion,
+    compression: AvroCompressionCodec,
 ) -> None:
     io = load_file_io()
     snapshot = Snapshot(
@@ -387,6 +393,7 @@ def test_write_manifest(
             schema=test_schema,
             output_file=output,
             snapshot_id=8744736658442914487,
+            avro_compression=compression,
         ) as writer:
             for entry in manifest_entries:
                 writer.add_entry(entry)
@@ -527,11 +534,13 @@ def test_write_manifest(
 
 @pytest.mark.parametrize("format_version", [1, 2])
 @pytest.mark.parametrize("parent_snapshot_id", [19, None])
+@pytest.mark.parametrize("compression", ["null", "deflate"])
 def test_write_manifest_list(
     generated_manifest_file_file_v1: str,
     generated_manifest_file_file_v2: str,
     format_version: TableVersion,
     parent_snapshot_id: Optional[int],
+    compression: AvroCompressionCodec,
 ) -> None:
     io = load_file_io()
 
@@ -554,6 +563,7 @@ def test_write_manifest_list(
             snapshot_id=25,
             parent_snapshot_id=parent_snapshot_id,
             sequence_number=0,
+            avro_compression=compression,
         ) as writer:
             writer.add_manifests(demo_manifest_list)
         new_manifest_list = list(read_manifest_list(io.new_input(path)))

From b8371177b54396515194fce6c763246d11c8bd69 Mon Sep 17 00:00:00 2001
From: Jayce Slesar <47452474+jayceslesar@users.noreply.github.com>
Date: Sat, 14 Jun 2025 06:47:40 -0400
Subject: [PATCH 215/357] REST: Pass `purgeRequest` to catalog (#2086)

---
 pyiceberg/catalog/rest/__init__.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/pyiceberg/catalog/rest/__init__.py b/pyiceberg/catalog/rest/__init__.py
index 73026909fa..c6085e9f86 100644
--- a/pyiceberg/catalog/rest/__init__.py
+++ b/pyiceberg/catalog/rest/__init__.py
@@ -95,7 +95,7 @@ class Endpoints:
     register_table = "namespaces/{namespace}/register"
     load_table: str = "namespaces/{namespace}/tables/{table}"
     update_table: str = "namespaces/{namespace}/tables/{table}"
-    drop_table: str = "namespaces/{namespace}/tables/{table}?purgeRequested={purge}"
+    drop_table: str = "namespaces/{namespace}/tables/{table}"
     table_exists: str = "namespaces/{namespace}/tables/{table}"
     get_token: str = "oauth/tokens"
     rename_table: str = "tables/rename"
@@ -625,7 +625,8 @@ def load_table(self, identifier: Union[str, Identifier]) -> Table:
     @retry(**_RETRY_ARGS)
     def drop_table(self, identifier: Union[str, Identifier], purge_requested: bool = False) -> None:
         response = self._session.delete(
-            self.url(Endpoints.drop_table, prefixed=True, purge=purge_requested, **self._split_identifier_for_path(identifier)),
+            self.url(Endpoints.drop_table, prefixed=True, **self._split_identifier_for_path(identifier)),
+            params={"purgeRequested": purge_requested},
         )
         try:
             response.raise_for_status()

From 28ca94c56d43b939698dde842fa639f4b94950db Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Sat, 14 Jun 2025 19:37:09 +0200
Subject: [PATCH 216/357] Bump Ruff to the latest version (#2073)

Makes the code look nicer

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 .pre-commit-config.yaml            |   2 +-
 tests/catalog/test_rest.py         |  48 +--
 tests/expressions/test_visitors.py | 480 ++++++++++++++---------------
 tests/table/test_init.py           |  18 +-
 tests/table/test_upsert.py         |   4 +-
 tests/test_types.py                |   6 +-
 tests/utils/test_manifest.py       |   6 +-
 7 files changed, 282 insertions(+), 282 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 66f830e2b8..63697b098f 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -27,7 +27,7 @@ repos:
       - id: check-yaml
       - id: check-ast
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.8.6
+    rev: v0.11.13
     hooks:
       - id: ruff
         args: [ --fix, --exit-non-zero-on-fix ]
diff --git a/tests/catalog/test_rest.py b/tests/catalog/test_rest.py
index 1ad6f57d36..ed91dd15a1 100644
--- a/tests/catalog/test_rest.py
+++ b/tests/catalog/test_rest.py
@@ -323,19 +323,19 @@ def test_properties_sets_headers(requests_mock: Mocker) -> None:
         **{"header.Content-Type": "application/vnd.api+json", "header.Customized-Header": "some/value"},
     )
 
-    assert (
-        catalog._session.headers.get("Content-type") == "application/json"
-    ), "Expected 'Content-Type' default header not to be overwritten"
-    assert (
-        requests_mock.last_request.headers["Content-type"] == "application/json"
-    ), "Config request did not include expected 'Content-Type' header"
+    assert catalog._session.headers.get("Content-type") == "application/json", (
+        "Expected 'Content-Type' default header not to be overwritten"
+    )
+    assert requests_mock.last_request.headers["Content-type"] == "application/json", (
+        "Config request did not include expected 'Content-Type' header"
+    )
 
-    assert (
-        catalog._session.headers.get("Customized-Header") == "some/value"
-    ), "Expected 'Customized-Header' header to be 'some/value'"
-    assert (
-        requests_mock.last_request.headers["Customized-Header"] == "some/value"
-    ), "Config request did not include expected 'Customized-Header' header"
+    assert catalog._session.headers.get("Customized-Header") == "some/value", (
+        "Expected 'Customized-Header' header to be 'some/value'"
+    )
+    assert requests_mock.last_request.headers["Customized-Header"] == "some/value", (
+        "Config request did not include expected 'Customized-Header' header"
+    )
 
 
 def test_config_sets_headers(requests_mock: Mocker) -> None:
@@ -352,19 +352,19 @@ def test_config_sets_headers(requests_mock: Mocker) -> None:
     catalog = RestCatalog("rest", uri=TEST_URI, warehouse="s3://some-bucket")
     catalog.create_namespace(namespace)
 
-    assert (
-        catalog._session.headers.get("Content-type") == "application/json"
-    ), "Expected 'Content-Type' default header not to be overwritten"
-    assert (
-        requests_mock.last_request.headers["Content-type"] == "application/json"
-    ), "Create namespace request did not include expected 'Content-Type' header"
+    assert catalog._session.headers.get("Content-type") == "application/json", (
+        "Expected 'Content-Type' default header not to be overwritten"
+    )
+    assert requests_mock.last_request.headers["Content-type"] == "application/json", (
+        "Create namespace request did not include expected 'Content-Type' header"
+    )
 
-    assert (
-        catalog._session.headers.get("Customized-Header") == "some/value"
-    ), "Expected 'Customized-Header' header to be 'some/value'"
-    assert (
-        requests_mock.last_request.headers["Customized-Header"] == "some/value"
-    ), "Create namespace request did not include expected 'Customized-Header' header"
+    assert catalog._session.headers.get("Customized-Header") == "some/value", (
+        "Expected 'Customized-Header' header to be 'some/value'"
+    )
+    assert requests_mock.last_request.headers["Customized-Header"] == "some/value", (
+        "Create namespace request did not include expected 'Customized-Header' header"
+    )
 
 
 @pytest.mark.filterwarnings(
diff --git a/tests/expressions/test_visitors.py b/tests/expressions/test_visitors.py
index 9e0d667b10..273bd24c9b 100644
--- a/tests/expressions/test_visitors.py
+++ b/tests/expressions/test_visitors.py
@@ -947,95 +947,95 @@ def manifest() -> ManifestFile:
 
 
 def test_all_nulls(schema: Schema, manifest: ManifestFile) -> None:
-    assert not _ManifestEvalVisitor(schema, NotNull(Reference("all_nulls_missing_nan")), case_sensitive=True).eval(
-        manifest
-    ), "Should skip: all nulls column with non-floating type contains all null"
+    assert not _ManifestEvalVisitor(schema, NotNull(Reference("all_nulls_missing_nan")), case_sensitive=True).eval(manifest), (
+        "Should skip: all nulls column with non-floating type contains all null"
+    )
 
-    assert _ManifestEvalVisitor(schema, NotNull(Reference("all_nulls_missing_nan_float")), case_sensitive=True).eval(
-        manifest
-    ), "Should read: no NaN information may indicate presence of NaN value"
+    assert _ManifestEvalVisitor(schema, NotNull(Reference("all_nulls_missing_nan_float")), case_sensitive=True).eval(manifest), (
+        "Should read: no NaN information may indicate presence of NaN value"
+    )
 
-    assert _ManifestEvalVisitor(schema, NotNull(Reference("some_nulls")), case_sensitive=True).eval(
-        manifest
-    ), "Should read: column with some nulls contains a non-null value"
+    assert _ManifestEvalVisitor(schema, NotNull(Reference("some_nulls")), case_sensitive=True).eval(manifest), (
+        "Should read: column with some nulls contains a non-null value"
+    )
 
-    assert _ManifestEvalVisitor(schema, NotNull(Reference("no_nulls")), case_sensitive=True).eval(
-        manifest
-    ), "Should read: non-null column contains a non-null value"
+    assert _ManifestEvalVisitor(schema, NotNull(Reference("no_nulls")), case_sensitive=True).eval(manifest), (
+        "Should read: non-null column contains a non-null value"
+    )
 
 
 def test_no_nulls(schema: Schema, manifest: ManifestFile) -> None:
-    assert _ManifestEvalVisitor(schema, IsNull(Reference("all_nulls_missing_nan")), case_sensitive=True).eval(
-        manifest
-    ), "Should read: at least one null value in all null column"
+    assert _ManifestEvalVisitor(schema, IsNull(Reference("all_nulls_missing_nan")), case_sensitive=True).eval(manifest), (
+        "Should read: at least one null value in all null column"
+    )
 
-    assert _ManifestEvalVisitor(schema, IsNull(Reference("some_nulls")), case_sensitive=True).eval(
-        manifest
-    ), "Should read: column with some nulls contains a null value"
+    assert _ManifestEvalVisitor(schema, IsNull(Reference("some_nulls")), case_sensitive=True).eval(manifest), (
+        "Should read: column with some nulls contains a null value"
+    )
 
-    assert not _ManifestEvalVisitor(schema, IsNull(Reference("no_nulls")), case_sensitive=True).eval(
-        manifest
-    ), "Should skip: non-null column contains no null values"
+    assert not _ManifestEvalVisitor(schema, IsNull(Reference("no_nulls")), case_sensitive=True).eval(manifest), (
+        "Should skip: non-null column contains no null values"
+    )
 
-    assert _ManifestEvalVisitor(schema, IsNull(Reference("both_nan_and_null")), case_sensitive=True).eval(
-        manifest
-    ), "Should read: both_nan_and_null column contains no null values"
+    assert _ManifestEvalVisitor(schema, IsNull(Reference("both_nan_and_null")), case_sensitive=True).eval(manifest), (
+        "Should read: both_nan_and_null column contains no null values"
+    )
 
 
 def test_is_nan(schema: Schema, manifest: ManifestFile) -> None:
-    assert _ManifestEvalVisitor(schema, IsNaN(Reference("float")), case_sensitive=True).eval(
-        manifest
-    ), "Should read: no information on if there are nan value in float column"
+    assert _ManifestEvalVisitor(schema, IsNaN(Reference("float")), case_sensitive=True).eval(manifest), (
+        "Should read: no information on if there are nan value in float column"
+    )
 
-    assert _ManifestEvalVisitor(schema, IsNaN(Reference("all_nulls_double")), case_sensitive=True).eval(
-        manifest
-    ), "Should read: no NaN information may indicate presence of NaN value"
+    assert _ManifestEvalVisitor(schema, IsNaN(Reference("all_nulls_double")), case_sensitive=True).eval(manifest), (
+        "Should read: no NaN information may indicate presence of NaN value"
+    )
 
-    assert _ManifestEvalVisitor(schema, IsNaN(Reference("all_nulls_missing_nan_float")), case_sensitive=True).eval(
-        manifest
-    ), "Should read: no NaN information may indicate presence of NaN value"
+    assert _ManifestEvalVisitor(schema, IsNaN(Reference("all_nulls_missing_nan_float")), case_sensitive=True).eval(manifest), (
+        "Should read: no NaN information may indicate presence of NaN value"
+    )
 
-    assert not _ManifestEvalVisitor(schema, IsNaN(Reference("all_nulls_no_nans")), case_sensitive=True).eval(
-        manifest
-    ), "Should skip: no nan column doesn't contain nan value"
+    assert not _ManifestEvalVisitor(schema, IsNaN(Reference("all_nulls_no_nans")), case_sensitive=True).eval(manifest), (
+        "Should skip: no nan column doesn't contain nan value"
+    )
 
-    assert _ManifestEvalVisitor(schema, IsNaN(Reference("all_nans")), case_sensitive=True).eval(
-        manifest
-    ), "Should read: all_nans column contains nan value"
+    assert _ManifestEvalVisitor(schema, IsNaN(Reference("all_nans")), case_sensitive=True).eval(manifest), (
+        "Should read: all_nans column contains nan value"
+    )
 
-    assert _ManifestEvalVisitor(schema, IsNaN(Reference("both_nan_and_null")), case_sensitive=True).eval(
-        manifest
-    ), "Should read: both_nan_and_null column contains nan value"
+    assert _ManifestEvalVisitor(schema, IsNaN(Reference("both_nan_and_null")), case_sensitive=True).eval(manifest), (
+        "Should read: both_nan_and_null column contains nan value"
+    )
 
-    assert not _ManifestEvalVisitor(schema, IsNaN(Reference("no_nan_or_null")), case_sensitive=True).eval(
-        manifest
-    ), "Should skip: no_nan_or_null column doesn't contain nan value"
+    assert not _ManifestEvalVisitor(schema, IsNaN(Reference("no_nan_or_null")), case_sensitive=True).eval(manifest), (
+        "Should skip: no_nan_or_null column doesn't contain nan value"
+    )
 
 
 def test_not_nan(schema: Schema, manifest: ManifestFile) -> None:
-    assert _ManifestEvalVisitor(schema, NotNaN(Reference("float")), case_sensitive=True).eval(
-        manifest
-    ), "Should read: no information on if there are nan value in float column"
+    assert _ManifestEvalVisitor(schema, NotNaN(Reference("float")), case_sensitive=True).eval(manifest), (
+        "Should read: no information on if there are nan value in float column"
+    )
 
-    assert _ManifestEvalVisitor(schema, NotNaN(Reference("all_nulls_double")), case_sensitive=True).eval(
-        manifest
-    ), "Should read: all null column contains non nan value"
+    assert _ManifestEvalVisitor(schema, NotNaN(Reference("all_nulls_double")), case_sensitive=True).eval(manifest), (
+        "Should read: all null column contains non nan value"
+    )
 
-    assert _ManifestEvalVisitor(schema, NotNaN(Reference("all_nulls_no_nans")), case_sensitive=True).eval(
-        manifest
-    ), "Should read: no_nans column contains non nan value"
+    assert _ManifestEvalVisitor(schema, NotNaN(Reference("all_nulls_no_nans")), case_sensitive=True).eval(manifest), (
+        "Should read: no_nans column contains non nan value"
+    )
 
-    assert not _ManifestEvalVisitor(schema, NotNaN(Reference("all_nans")), case_sensitive=True).eval(
-        manifest
-    ), "Should skip: all nans column doesn't contain non nan value"
+    assert not _ManifestEvalVisitor(schema, NotNaN(Reference("all_nans")), case_sensitive=True).eval(manifest), (
+        "Should skip: all nans column doesn't contain non nan value"
+    )
 
-    assert _ManifestEvalVisitor(schema, NotNaN(Reference("both_nan_and_null")), case_sensitive=True).eval(
-        manifest
-    ), "Should read: both_nan_and_null nans column contains non nan value"
+    assert _ManifestEvalVisitor(schema, NotNaN(Reference("both_nan_and_null")), case_sensitive=True).eval(manifest), (
+        "Should read: both_nan_and_null nans column contains non nan value"
+    )
 
-    assert _ManifestEvalVisitor(schema, NotNaN(Reference("no_nan_or_null")), case_sensitive=True).eval(
-        manifest
-    ), "Should read: no_nan_or_null column contains non nan value"
+    assert _ManifestEvalVisitor(schema, NotNaN(Reference("no_nan_or_null")), case_sensitive=True).eval(manifest), (
+        "Should read: no_nan_or_null column contains non nan value"
+    )
 
 
 def test_missing_stats(schema: Schema, manifest_no_stats: ManifestFile) -> None:
@@ -1053,15 +1053,15 @@ def test_missing_stats(schema: Schema, manifest_no_stats: ManifestFile) -> None:
     ]
 
     for expr in expressions:
-        assert _ManifestEvalVisitor(schema, expr, case_sensitive=True).eval(
-            manifest_no_stats
-        ), f"Should read when missing stats for expr: {expr}"
+        assert _ManifestEvalVisitor(schema, expr, case_sensitive=True).eval(manifest_no_stats), (
+            f"Should read when missing stats for expr: {expr}"
+        )
 
 
 def test_not(schema: Schema, manifest: ManifestFile) -> None:
-    assert _ManifestEvalVisitor(schema, Not(LessThan(Reference("id"), INT_MIN_VALUE - 25)), case_sensitive=True).eval(
-        manifest
-    ), "Should read: not(false)"
+    assert _ManifestEvalVisitor(schema, Not(LessThan(Reference("id"), INT_MIN_VALUE - 25)), case_sensitive=True).eval(manifest), (
+        "Should read: not(false)"
+    )
 
     assert not _ManifestEvalVisitor(schema, Not(GreaterThan(Reference("id"), INT_MIN_VALUE - 25)), case_sensitive=True).eval(
         manifest
@@ -1118,21 +1118,21 @@ def test_or(schema: Schema, manifest: ManifestFile) -> None:
 
 
 def test_integer_lt(schema: Schema, manifest: ManifestFile) -> None:
-    assert not _ManifestEvalVisitor(schema, LessThan(Reference("id"), INT_MIN_VALUE - 25), case_sensitive=True).eval(
-        manifest
-    ), "Should not read: id range below lower bound (5 < 30)"
+    assert not _ManifestEvalVisitor(schema, LessThan(Reference("id"), INT_MIN_VALUE - 25), case_sensitive=True).eval(manifest), (
+        "Should not read: id range below lower bound (5 < 30)"
+    )
 
-    assert not _ManifestEvalVisitor(schema, LessThan(Reference("id"), INT_MIN_VALUE), case_sensitive=True).eval(
-        manifest
-    ), "Should not read: id range below lower bound (30 is not < 30)"
+    assert not _ManifestEvalVisitor(schema, LessThan(Reference("id"), INT_MIN_VALUE), case_sensitive=True).eval(manifest), (
+        "Should not read: id range below lower bound (30 is not < 30)"
+    )
 
-    assert _ManifestEvalVisitor(schema, LessThan(Reference("id"), INT_MIN_VALUE + 1), case_sensitive=True).eval(
-        manifest
-    ), "Should read: one possible id"
+    assert _ManifestEvalVisitor(schema, LessThan(Reference("id"), INT_MIN_VALUE + 1), case_sensitive=True).eval(manifest), (
+        "Should read: one possible id"
+    )
 
-    assert _ManifestEvalVisitor(schema, LessThan(Reference("id"), INT_MAX_VALUE), case_sensitive=True).eval(
-        manifest
-    ), "Should read: may possible ids"
+    assert _ManifestEvalVisitor(schema, LessThan(Reference("id"), INT_MAX_VALUE), case_sensitive=True).eval(manifest), (
+        "Should read: may possible ids"
+    )
 
 
 def test_integer_lt_eq(schema: Schema, manifest: ManifestFile) -> None:
@@ -1144,13 +1144,13 @@ def test_integer_lt_eq(schema: Schema, manifest: ManifestFile) -> None:
         manifest
     ), "Should not read: id range below lower bound (29 < 30)"
 
-    assert _ManifestEvalVisitor(schema, LessThanOrEqual(Reference("id"), INT_MIN_VALUE), case_sensitive=True).eval(
-        manifest
-    ), "Should read: one possible id"
+    assert _ManifestEvalVisitor(schema, LessThanOrEqual(Reference("id"), INT_MIN_VALUE), case_sensitive=True).eval(manifest), (
+        "Should read: one possible id"
+    )
 
-    assert _ManifestEvalVisitor(schema, LessThanOrEqual(Reference("id"), INT_MAX_VALUE), case_sensitive=True).eval(
-        manifest
-    ), "Should read: many possible ids"
+    assert _ManifestEvalVisitor(schema, LessThanOrEqual(Reference("id"), INT_MAX_VALUE), case_sensitive=True).eval(manifest), (
+        "Should read: many possible ids"
+    )
 
 
 def test_integer_gt(schema: Schema, manifest: ManifestFile) -> None:
@@ -1158,17 +1158,17 @@ def test_integer_gt(schema: Schema, manifest: ManifestFile) -> None:
         manifest
     ), "Should not read: id range above upper bound (85 < 79)"
 
-    assert not _ManifestEvalVisitor(schema, GreaterThan(Reference("id"), INT_MAX_VALUE), case_sensitive=True).eval(
-        manifest
-    ), "Should not read: id range above upper bound (79 is not > 79)"
+    assert not _ManifestEvalVisitor(schema, GreaterThan(Reference("id"), INT_MAX_VALUE), case_sensitive=True).eval(manifest), (
+        "Should not read: id range above upper bound (79 is not > 79)"
+    )
 
-    assert _ManifestEvalVisitor(schema, GreaterThan(Reference("id"), INT_MAX_VALUE - 1), case_sensitive=True).eval(
-        manifest
-    ), "Should read: one possible id"
+    assert _ManifestEvalVisitor(schema, GreaterThan(Reference("id"), INT_MAX_VALUE - 1), case_sensitive=True).eval(manifest), (
+        "Should read: one possible id"
+    )
 
-    assert _ManifestEvalVisitor(schema, GreaterThan(Reference("id"), INT_MAX_VALUE - 4), case_sensitive=True).eval(
-        manifest
-    ), "Should read: may possible ids"
+    assert _ManifestEvalVisitor(schema, GreaterThan(Reference("id"), INT_MAX_VALUE - 4), case_sensitive=True).eval(manifest), (
+        "Should read: may possible ids"
+    )
 
 
 def test_integer_gt_eq(schema: Schema, manifest: ManifestFile) -> None:
@@ -1180,133 +1180,133 @@ def test_integer_gt_eq(schema: Schema, manifest: ManifestFile) -> None:
         manifest
     ), "Should not read: id range above upper bound (80 > 79)"
 
-    assert _ManifestEvalVisitor(schema, GreaterThanOrEqual(Reference("id"), INT_MAX_VALUE), case_sensitive=True).eval(
-        manifest
-    ), "Should read: one possible id"
+    assert _ManifestEvalVisitor(schema, GreaterThanOrEqual(Reference("id"), INT_MAX_VALUE), case_sensitive=True).eval(manifest), (
+        "Should read: one possible id"
+    )
 
-    assert _ManifestEvalVisitor(schema, GreaterThanOrEqual(Reference("id"), INT_MAX_VALUE), case_sensitive=True).eval(
-        manifest
-    ), "Should read: may possible ids"
+    assert _ManifestEvalVisitor(schema, GreaterThanOrEqual(Reference("id"), INT_MAX_VALUE), case_sensitive=True).eval(manifest), (
+        "Should read: may possible ids"
+    )
 
 
 def test_integer_eq(schema: Schema, manifest: ManifestFile) -> None:
-    assert not _ManifestEvalVisitor(schema, EqualTo(Reference("id"), INT_MIN_VALUE - 25), case_sensitive=True).eval(
-        manifest
-    ), "Should not read: id below lower bound"
+    assert not _ManifestEvalVisitor(schema, EqualTo(Reference("id"), INT_MIN_VALUE - 25), case_sensitive=True).eval(manifest), (
+        "Should not read: id below lower bound"
+    )
 
-    assert not _ManifestEvalVisitor(schema, EqualTo(Reference("id"), INT_MIN_VALUE - 1), case_sensitive=True).eval(
-        manifest
-    ), "Should not read: id below lower bound"
+    assert not _ManifestEvalVisitor(schema, EqualTo(Reference("id"), INT_MIN_VALUE - 1), case_sensitive=True).eval(manifest), (
+        "Should not read: id below lower bound"
+    )
 
-    assert _ManifestEvalVisitor(schema, EqualTo(Reference("id"), INT_MIN_VALUE), case_sensitive=True).eval(
-        manifest
-    ), "Should read: id equal to lower bound"
+    assert _ManifestEvalVisitor(schema, EqualTo(Reference("id"), INT_MIN_VALUE), case_sensitive=True).eval(manifest), (
+        "Should read: id equal to lower bound"
+    )
 
-    assert _ManifestEvalVisitor(schema, EqualTo(Reference("id"), INT_MAX_VALUE - 4), case_sensitive=True).eval(
-        manifest
-    ), "Should read: id between lower and upper bounds"
+    assert _ManifestEvalVisitor(schema, EqualTo(Reference("id"), INT_MAX_VALUE - 4), case_sensitive=True).eval(manifest), (
+        "Should read: id between lower and upper bounds"
+    )
 
-    assert _ManifestEvalVisitor(schema, EqualTo(Reference("id"), INT_MAX_VALUE), case_sensitive=True).eval(
-        manifest
-    ), "Should read: id equal to upper bound"
+    assert _ManifestEvalVisitor(schema, EqualTo(Reference("id"), INT_MAX_VALUE), case_sensitive=True).eval(manifest), (
+        "Should read: id equal to upper bound"
+    )
 
-    assert not _ManifestEvalVisitor(schema, EqualTo(Reference("id"), INT_MAX_VALUE + 1), case_sensitive=True).eval(
-        manifest
-    ), "Should not read: id above upper bound"
+    assert not _ManifestEvalVisitor(schema, EqualTo(Reference("id"), INT_MAX_VALUE + 1), case_sensitive=True).eval(manifest), (
+        "Should not read: id above upper bound"
+    )
 
-    assert not _ManifestEvalVisitor(schema, EqualTo(Reference("id"), INT_MAX_VALUE + 6), case_sensitive=True).eval(
-        manifest
-    ), "Should not read: id above upper bound"
+    assert not _ManifestEvalVisitor(schema, EqualTo(Reference("id"), INT_MAX_VALUE + 6), case_sensitive=True).eval(manifest), (
+        "Should not read: id above upper bound"
+    )
 
 
 def test_integer_not_eq(schema: Schema, manifest: ManifestFile) -> None:
-    assert _ManifestEvalVisitor(schema, NotEqualTo(Reference("id"), INT_MIN_VALUE - 25), case_sensitive=True).eval(
-        manifest
-    ), "Should read: id below lower bound"
+    assert _ManifestEvalVisitor(schema, NotEqualTo(Reference("id"), INT_MIN_VALUE - 25), case_sensitive=True).eval(manifest), (
+        "Should read: id below lower bound"
+    )
 
-    assert _ManifestEvalVisitor(schema, NotEqualTo(Reference("id"), INT_MIN_VALUE - 1), case_sensitive=True).eval(
-        manifest
-    ), "Should read: id below lower bound"
+    assert _ManifestEvalVisitor(schema, NotEqualTo(Reference("id"), INT_MIN_VALUE - 1), case_sensitive=True).eval(manifest), (
+        "Should read: id below lower bound"
+    )
 
-    assert _ManifestEvalVisitor(schema, NotEqualTo(Reference("id"), INT_MIN_VALUE), case_sensitive=True).eval(
-        manifest
-    ), "Should read: id equal to lower bound"
+    assert _ManifestEvalVisitor(schema, NotEqualTo(Reference("id"), INT_MIN_VALUE), case_sensitive=True).eval(manifest), (
+        "Should read: id equal to lower bound"
+    )
 
-    assert _ManifestEvalVisitor(schema, NotEqualTo(Reference("id"), INT_MAX_VALUE - 4), case_sensitive=True).eval(
-        manifest
-    ), "Should read: id between lower and upper bounds"
+    assert _ManifestEvalVisitor(schema, NotEqualTo(Reference("id"), INT_MAX_VALUE - 4), case_sensitive=True).eval(manifest), (
+        "Should read: id between lower and upper bounds"
+    )
 
-    assert _ManifestEvalVisitor(schema, NotEqualTo(Reference("id"), INT_MAX_VALUE), case_sensitive=True).eval(
-        manifest
-    ), "Should read: id equal to upper bound"
+    assert _ManifestEvalVisitor(schema, NotEqualTo(Reference("id"), INT_MAX_VALUE), case_sensitive=True).eval(manifest), (
+        "Should read: id equal to upper bound"
+    )
 
-    assert _ManifestEvalVisitor(schema, NotEqualTo(Reference("id"), INT_MAX_VALUE + 1), case_sensitive=True).eval(
-        manifest
-    ), "Should read: id above upper bound"
+    assert _ManifestEvalVisitor(schema, NotEqualTo(Reference("id"), INT_MAX_VALUE + 1), case_sensitive=True).eval(manifest), (
+        "Should read: id above upper bound"
+    )
 
-    assert _ManifestEvalVisitor(schema, NotEqualTo(Reference("id"), INT_MAX_VALUE + 6), case_sensitive=True).eval(
-        manifest
-    ), "Should read: id above upper bound"
+    assert _ManifestEvalVisitor(schema, NotEqualTo(Reference("id"), INT_MAX_VALUE + 6), case_sensitive=True).eval(manifest), (
+        "Should read: id above upper bound"
+    )
 
 
 def test_integer_not_eq_rewritten(schema: Schema, manifest: ManifestFile) -> None:
-    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("id"), INT_MIN_VALUE - 25)), case_sensitive=True).eval(
-        manifest
-    ), "Should read: id below lower bound"
+    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("id"), INT_MIN_VALUE - 25)), case_sensitive=True).eval(manifest), (
+        "Should read: id below lower bound"
+    )
 
-    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("id"), INT_MIN_VALUE - 1)), case_sensitive=True).eval(
-        manifest
-    ), "Should read: id below lower bound"
+    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("id"), INT_MIN_VALUE - 1)), case_sensitive=True).eval(manifest), (
+        "Should read: id below lower bound"
+    )
 
-    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("id"), INT_MIN_VALUE)), case_sensitive=True).eval(
-        manifest
-    ), "Should read: id equal to lower bound"
+    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("id"), INT_MIN_VALUE)), case_sensitive=True).eval(manifest), (
+        "Should read: id equal to lower bound"
+    )
 
-    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("id"), INT_MAX_VALUE - 4)), case_sensitive=True).eval(
-        manifest
-    ), "Should read: id between lower and upper bounds"
+    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("id"), INT_MAX_VALUE - 4)), case_sensitive=True).eval(manifest), (
+        "Should read: id between lower and upper bounds"
+    )
 
-    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("id"), INT_MAX_VALUE)), case_sensitive=True).eval(
-        manifest
-    ), "Should read: id equal to upper bound"
+    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("id"), INT_MAX_VALUE)), case_sensitive=True).eval(manifest), (
+        "Should read: id equal to upper bound"
+    )
 
-    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("id"), INT_MAX_VALUE + 1)), case_sensitive=True).eval(
-        manifest
-    ), "Should read: id above upper bound"
+    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("id"), INT_MAX_VALUE + 1)), case_sensitive=True).eval(manifest), (
+        "Should read: id above upper bound"
+    )
 
-    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("id"), INT_MAX_VALUE + 6)), case_sensitive=True).eval(
-        manifest
-    ), "Should read: id above upper bound"
+    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("id"), INT_MAX_VALUE + 6)), case_sensitive=True).eval(manifest), (
+        "Should read: id above upper bound"
+    )
 
 
 def test_integer_not_eq_rewritten_case_insensitive(schema: Schema, manifest: ManifestFile) -> None:
-    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("ID"), INT_MIN_VALUE - 25)), case_sensitive=False).eval(
-        manifest
-    ), "Should read: id below lower bound"
+    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("ID"), INT_MIN_VALUE - 25)), case_sensitive=False).eval(manifest), (
+        "Should read: id below lower bound"
+    )
 
-    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("ID"), INT_MIN_VALUE - 1)), case_sensitive=False).eval(
-        manifest
-    ), "Should read: id below lower bound"
+    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("ID"), INT_MIN_VALUE - 1)), case_sensitive=False).eval(manifest), (
+        "Should read: id below lower bound"
+    )
 
-    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("ID"), INT_MIN_VALUE)), case_sensitive=False).eval(
-        manifest
-    ), "Should read: id equal to lower bound"
+    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("ID"), INT_MIN_VALUE)), case_sensitive=False).eval(manifest), (
+        "Should read: id equal to lower bound"
+    )
 
-    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("ID"), INT_MAX_VALUE - 4)), case_sensitive=False).eval(
-        manifest
-    ), "Should read: id between lower and upper bounds"
+    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("ID"), INT_MAX_VALUE - 4)), case_sensitive=False).eval(manifest), (
+        "Should read: id between lower and upper bounds"
+    )
 
-    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("ID"), INT_MAX_VALUE)), case_sensitive=False).eval(
-        manifest
-    ), "Should read: id equal to upper bound"
+    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("ID"), INT_MAX_VALUE)), case_sensitive=False).eval(manifest), (
+        "Should read: id equal to upper bound"
+    )
 
-    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("ID"), INT_MAX_VALUE + 1)), case_sensitive=False).eval(
-        manifest
-    ), "Should read: id above upper bound"
+    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("ID"), INT_MAX_VALUE + 1)), case_sensitive=False).eval(manifest), (
+        "Should read: id above upper bound"
+    )
 
-    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("ID"), INT_MAX_VALUE + 6)), case_sensitive=False).eval(
-        manifest
-    ), "Should read: id above upper bound"
+    assert _ManifestEvalVisitor(schema, Not(EqualTo(Reference("ID"), INT_MAX_VALUE + 6)), case_sensitive=False).eval(manifest), (
+        "Should read: id above upper bound"
+    )
 
 
 def test_integer_in(schema: Schema, manifest: ManifestFile) -> None:
@@ -1342,13 +1342,13 @@ def test_integer_in(schema: Schema, manifest: ManifestFile) -> None:
         manifest
     ), "Should skip: in on all nulls column"
 
-    assert _ManifestEvalVisitor(schema, In(Reference("some_nulls"), ("abc", "def")), case_sensitive=True).eval(
-        manifest
-    ), "Should read: in on some nulls column"
+    assert _ManifestEvalVisitor(schema, In(Reference("some_nulls"), ("abc", "def")), case_sensitive=True).eval(manifest), (
+        "Should read: in on some nulls column"
+    )
 
-    assert _ManifestEvalVisitor(schema, In(Reference("no_nulls"), ("abc", "def")), case_sensitive=True).eval(
-        manifest
-    ), "Should read: in on no nulls column"
+    assert _ManifestEvalVisitor(schema, In(Reference("no_nulls"), ("abc", "def")), case_sensitive=True).eval(manifest), (
+        "Should read: in on no nulls column"
+    )
 
 
 def test_integer_not_in(schema: Schema, manifest: ManifestFile) -> None:
@@ -1384,73 +1384,73 @@ def test_integer_not_in(schema: Schema, manifest: ManifestFile) -> None:
         manifest
     ), "Should read: notIn on no nulls column"
 
-    assert _ManifestEvalVisitor(schema, NotIn(Reference("some_nulls"), ("abc", "def")), case_sensitive=True).eval(
-        manifest
-    ), "Should read: in on some nulls column"
+    assert _ManifestEvalVisitor(schema, NotIn(Reference("some_nulls"), ("abc", "def")), case_sensitive=True).eval(manifest), (
+        "Should read: in on some nulls column"
+    )
 
-    assert _ManifestEvalVisitor(schema, NotIn(Reference("no_nulls"), ("abc", "def")), case_sensitive=True).eval(
-        manifest
-    ), "Should read: in on no nulls column"
+    assert _ManifestEvalVisitor(schema, NotIn(Reference("no_nulls"), ("abc", "def")), case_sensitive=True).eval(manifest), (
+        "Should read: in on no nulls column"
+    )
 
 
 def test_string_starts_with(schema: Schema, manifest: ManifestFile) -> None:
-    assert _ManifestEvalVisitor(schema, StartsWith(Reference("some_nulls"), "a"), case_sensitive=False).eval(
-        manifest
-    ), "Should read: range matches"
+    assert _ManifestEvalVisitor(schema, StartsWith(Reference("some_nulls"), "a"), case_sensitive=False).eval(manifest), (
+        "Should read: range matches"
+    )
 
-    assert _ManifestEvalVisitor(schema, StartsWith(Reference("some_nulls"), "aa"), case_sensitive=False).eval(
-        manifest
-    ), "Should read: range matches"
+    assert _ManifestEvalVisitor(schema, StartsWith(Reference("some_nulls"), "aa"), case_sensitive=False).eval(manifest), (
+        "Should read: range matches"
+    )
 
-    assert _ManifestEvalVisitor(schema, StartsWith(Reference("some_nulls"), "dddd"), case_sensitive=False).eval(
-        manifest
-    ), "Should read: range matches"
+    assert _ManifestEvalVisitor(schema, StartsWith(Reference("some_nulls"), "dddd"), case_sensitive=False).eval(manifest), (
+        "Should read: range matches"
+    )
 
-    assert _ManifestEvalVisitor(schema, StartsWith(Reference("some_nulls"), "z"), case_sensitive=False).eval(
-        manifest
-    ), "Should read: range matches"
+    assert _ManifestEvalVisitor(schema, StartsWith(Reference("some_nulls"), "z"), case_sensitive=False).eval(manifest), (
+        "Should read: range matches"
+    )
 
-    assert _ManifestEvalVisitor(schema, StartsWith(Reference("no_nulls"), "a"), case_sensitive=False).eval(
-        manifest
-    ), "Should read: range matches"
+    assert _ManifestEvalVisitor(schema, StartsWith(Reference("no_nulls"), "a"), case_sensitive=False).eval(manifest), (
+        "Should read: range matches"
+    )
 
-    assert not _ManifestEvalVisitor(schema, StartsWith(Reference("some_nulls"), "zzzz"), case_sensitive=False).eval(
-        manifest
-    ), "Should skip: range doesn't match"
+    assert not _ManifestEvalVisitor(schema, StartsWith(Reference("some_nulls"), "zzzz"), case_sensitive=False).eval(manifest), (
+        "Should skip: range doesn't match"
+    )
 
-    assert not _ManifestEvalVisitor(schema, StartsWith(Reference("some_nulls"), "1"), case_sensitive=False).eval(
-        manifest
-    ), "Should skip: range doesn't match"
+    assert not _ManifestEvalVisitor(schema, StartsWith(Reference("some_nulls"), "1"), case_sensitive=False).eval(manifest), (
+        "Should skip: range doesn't match"
+    )
 
 
 def test_string_not_starts_with(schema: Schema, manifest: ManifestFile) -> None:
-    assert _ManifestEvalVisitor(schema, NotStartsWith(Reference("some_nulls"), "a"), case_sensitive=False).eval(
-        manifest
-    ), "Should read: range matches"
+    assert _ManifestEvalVisitor(schema, NotStartsWith(Reference("some_nulls"), "a"), case_sensitive=False).eval(manifest), (
+        "Should read: range matches"
+    )
 
-    assert _ManifestEvalVisitor(schema, NotStartsWith(Reference("some_nulls"), "aa"), case_sensitive=False).eval(
-        manifest
-    ), "Should read: range matches"
+    assert _ManifestEvalVisitor(schema, NotStartsWith(Reference("some_nulls"), "aa"), case_sensitive=False).eval(manifest), (
+        "Should read: range matches"
+    )
 
-    assert _ManifestEvalVisitor(schema, NotStartsWith(Reference("some_nulls"), "dddd"), case_sensitive=False).eval(
-        manifest
-    ), "Should read: range matches"
+    assert _ManifestEvalVisitor(schema, NotStartsWith(Reference("some_nulls"), "dddd"), case_sensitive=False).eval(manifest), (
+        "Should read: range matches"
+    )
 
-    assert _ManifestEvalVisitor(schema, NotStartsWith(Reference("some_nulls"), "z"), case_sensitive=False).eval(
-        manifest
-    ), "Should read: range matches"
+    assert _ManifestEvalVisitor(schema, NotStartsWith(Reference("some_nulls"), "z"), case_sensitive=False).eval(manifest), (
+        "Should read: range matches"
+    )
 
-    assert _ManifestEvalVisitor(schema, NotStartsWith(Reference("no_nulls"), "a"), case_sensitive=False).eval(
-        manifest
-    ), "Should read: range matches"
+    assert _ManifestEvalVisitor(schema, NotStartsWith(Reference("no_nulls"), "a"), case_sensitive=False).eval(manifest), (
+        "Should read: range matches"
+    )
 
-    assert _ManifestEvalVisitor(schema, NotStartsWith(Reference("some_nulls"), "zzzz"), case_sensitive=False).eval(
-        manifest
-    ), "Should read: range matches"
+    assert _ManifestEvalVisitor(schema, NotStartsWith(Reference("some_nulls"), "zzzz"), case_sensitive=False).eval(manifest), (
+        "Should read: range matches"
+    )
 
-    assert _ManifestEvalVisitor(schema, NotStartsWith(Reference("some_nulls"), "1"), case_sensitive=False).eval(
-        manifest
-    ), "Should read: range matches"
+    assert _ManifestEvalVisitor(schema, NotStartsWith(Reference("some_nulls"), "1"), case_sensitive=False).eval(manifest), (
+        "Should read: range matches"
+    )
 
     assert _ManifestEvalVisitor(schema, NotStartsWith(Reference("all_same_value_or_null"), "a"), case_sensitive=False).eval(
         manifest
diff --git a/tests/table/test_init.py b/tests/table/test_init.py
index dbac84bd81..6165dadec4 100644
--- a/tests/table/test_init.py
+++ b/tests/table/test_init.py
@@ -511,15 +511,15 @@ def test_update_column(table_v1: Table, table_v2: Table) -> None:
         assert new_schema3.find_field("z").required is False, "failed to update existing field required"
 
         # assert the above two updates also works with union_by_name
-        assert (
-            table.update_schema().union_by_name(new_schema)._apply() == new_schema
-        ), "failed to update existing field doc with union_by_name"
-        assert (
-            table.update_schema().union_by_name(new_schema2)._apply() == new_schema2
-        ), "failed to remove existing field doc with union_by_name"
-        assert (
-            table.update_schema().union_by_name(new_schema3)._apply() == new_schema3
-        ), "failed to update existing field required with union_by_name"
+        assert table.update_schema().union_by_name(new_schema)._apply() == new_schema, (
+            "failed to update existing field doc with union_by_name"
+        )
+        assert table.update_schema().union_by_name(new_schema2)._apply() == new_schema2, (
+            "failed to remove existing field doc with union_by_name"
+        )
+        assert table.update_schema().union_by_name(new_schema3)._apply() == new_schema3, (
+            "failed to update existing field required with union_by_name"
+        )
 
 
 def test_add_primitive_type_column(table_v2: Table) -> None:
diff --git a/tests/table/test_upsert.py b/tests/table/test_upsert.py
index 9fecbbb7bb..cc6e008b1e 100644
--- a/tests/table/test_upsert.py
+++ b/tests/table/test_upsert.py
@@ -83,7 +83,7 @@ def gen_source_dataset(start_row: int, end_row: int, composite_key: bool, add_du
     )
 
     sql = f"""
-        with t as (SELECT unnest(range({start_row},{end_row+1})) as order_id)
+        with t as (SELECT unnest(range({start_row},{end_row + 1})) as order_id)
         SELECT t.order_id {additional_columns}
             , date '2021-01-01' as order_date, 'B' as order_type
         from t
@@ -101,7 +101,7 @@ def gen_target_iceberg_table(
     additional_columns = ", t.order_id + 1000 as order_line_id" if composite_key else ""
 
     df = ctx.sql(f"""
-        with t as (SELECT unnest(range({start_row},{end_row+1})) as order_id)
+        with t as (SELECT unnest(range({start_row},{end_row + 1})) as order_id)
         SELECT t.order_id {additional_columns}
             , date '2021-01-01' as order_date, 'A' as order_type
         from t
diff --git a/tests/test_types.py b/tests/test_types.py
index 586022e5a4..2527f0e822 100644
--- a/tests/test_types.py
+++ b/tests/test_types.py
@@ -260,9 +260,9 @@ def test_nested_field_primitive_type_as_str() -> None:
             type_str,
             required=True,
         )
-        assert isinstance(
-            field_var.field_type, type_class
-        ), f"Expected {type_class.__name__}, got {field_var.field_type.__class__.__name__}"
+        assert isinstance(field_var.field_type, type_class), (
+            f"Expected {type_class.__name__}, got {field_var.field_type.__class__.__name__}"
+        )
 
     # Test that passing 'bool' raises a ValueError, as it should be 'boolean'
     with pytest.raises(ValueError) as exc_info:
diff --git a/tests/utils/test_manifest.py b/tests/utils/test_manifest.py
index d92f87a464..c838c02ac6 100644
--- a/tests/utils/test_manifest.py
+++ b/tests/utils/test_manifest.py
@@ -631,9 +631,9 @@ def test_write_manifest_list(
 def test_file_format_case_insensitive(raw_file_format: str, expected_file_format: FileFormat) -> None:
     if expected_file_format:
         parsed_file_format = FileFormat(raw_file_format)
-        assert (
-            parsed_file_format == expected_file_format
-        ), f"File format {raw_file_format}: {parsed_file_format} != {expected_file_format}"
+        assert parsed_file_format == expected_file_format, (
+            f"File format {raw_file_format}: {parsed_file_format} != {expected_file_format}"
+        )
     else:
         with pytest.raises(ValueError):
             _ = FileFormat(raw_file_format)

From c9ba377ba845418c7728b0ef9bf8cc5bf814dccf Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Sat, 14 Jun 2025 19:37:18 +0200
Subject: [PATCH 217/357] Bump mypy in pre-commit (#2074)

<!--
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-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 .pre-commit-config.yaml           | 2 +-
 pyiceberg/expressions/literals.py | 2 +-
 pyiceberg/io/fsspec.py            | 2 +-
 pyiceberg/manifest.py             | 2 +-
 pyiceberg/transforms.py           | 8 ++++----
 5 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 63697b098f..afc1449321 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -33,7 +33,7 @@ repos:
         args: [ --fix, --exit-non-zero-on-fix ]
       - id: ruff-format
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.14.1
+    rev: v1.16.0
     hooks:
       - id: mypy
         args:
diff --git a/pyiceberg/expressions/literals.py b/pyiceberg/expressions/literals.py
index 81e613d55a..921e24e29f 100644
--- a/pyiceberg/expressions/literals.py
+++ b/pyiceberg/expressions/literals.py
@@ -262,7 +262,7 @@ def __init__(self, value: bool) -> None:
         super().__init__(value, bool)
 
     @singledispatchmethod
-    def to(self, type_var: IcebergType) -> Literal[bool]:  # type: ignore
+    def to(self, type_var: IcebergType) -> Literal[bool]:
         raise TypeError(f"Cannot convert BooleanLiteral into {type_var}")
 
     @to.register(BooleanType)
diff --git a/pyiceberg/io/fsspec.py b/pyiceberg/io/fsspec.py
index 1cba30a038..cc80725d14 100644
--- a/pyiceberg/io/fsspec.py
+++ b/pyiceberg/io/fsspec.py
@@ -91,7 +91,7 @@
 
 
 def s3v4_rest_signer(properties: Properties, request: "AWSRequest", **_: Any) -> "AWSRequest":
-    signer_url = properties.get(S3_SIGNER_URI, properties["uri"]).rstrip("/")
+    signer_url = properties.get(S3_SIGNER_URI, properties["uri"]).rstrip("/")  # type: ignore
     signer_endpoint = properties.get(S3_SIGNER_ENDPOINT, S3_SIGNER_ENDPOINT_DEFAULT)
 
     signer_headers = {}
diff --git a/pyiceberg/manifest.py b/pyiceberg/manifest.py
index 5aa1a11f90..362e9085df 100644
--- a/pyiceberg/manifest.py
+++ b/pyiceberg/manifest.py
@@ -912,7 +912,7 @@ def _inherit_from_manifest(entry: ManifestEntry, manifest: ManifestFile) -> Mani
     """
     # Inherit sequence numbers.
     # The snapshot_id is required in V1, inherit with V2 when null
-    if entry.snapshot_id is None:
+    if entry.snapshot_id is None and manifest.added_snapshot_id is not None:
         entry.snapshot_id = manifest.added_snapshot_id
 
     # in v1 tables, the sequence number is not persisted and can be safely defaulted to 0
diff --git a/pyiceberg/transforms.py b/pyiceberg/transforms.py
index 8dda85a48b..4c461e9ed7 100644
--- a/pyiceberg/transforms.py
+++ b/pyiceberg/transforms.py
@@ -1049,11 +1049,11 @@ def _truncate_number(
         raise ValueError(f"Expected a numeric literal, got: {type(boundary)}")
 
     if isinstance(pred, BoundLessThan):
-        return LessThanOrEqual(Reference(name), _transform_literal(transform, boundary.decrement()))  # type: ignore
+        return LessThanOrEqual(Reference(name), _transform_literal(transform, boundary.decrement()))
     elif isinstance(pred, BoundLessThanOrEqual):
         return LessThanOrEqual(Reference(name), _transform_literal(transform, boundary))
     elif isinstance(pred, BoundGreaterThan):
-        return GreaterThanOrEqual(Reference(name), _transform_literal(transform, boundary.increment()))  # type: ignore
+        return GreaterThanOrEqual(Reference(name), _transform_literal(transform, boundary.increment()))
     elif isinstance(pred, BoundGreaterThanOrEqual):
         return GreaterThanOrEqual(Reference(name), _transform_literal(transform, boundary))
     elif isinstance(pred, BoundEqualTo):
@@ -1073,11 +1073,11 @@ def _truncate_number_strict(
     if isinstance(pred, BoundLessThan):
         return LessThan(Reference(name), _transform_literal(transform, boundary))
     elif isinstance(pred, BoundLessThanOrEqual):
-        return LessThan(Reference(name), _transform_literal(transform, boundary.increment()))  # type: ignore
+        return LessThan(Reference(name), _transform_literal(transform, boundary.increment()))
     elif isinstance(pred, BoundGreaterThan):
         return GreaterThan(Reference(name), _transform_literal(transform, boundary))
     elif isinstance(pred, BoundGreaterThanOrEqual):
-        return GreaterThan(Reference(name), _transform_literal(transform, boundary.decrement()))  # type: ignore
+        return GreaterThan(Reference(name), _transform_literal(transform, boundary.decrement()))
     elif isinstance(pred, BoundNotEqualTo):
         return NotEqualTo(Reference(name), _transform_literal(transform, boundary))
     elif isinstance(pred, BoundEqualTo):

From 8849b6c7583b3ee119a3248667e6792e7342d335 Mon Sep 17 00:00:00 2001
From: Anton-Tarazi <98493912+Anton-Tarazi@users.noreply.github.com>
Date: Sat, 14 Jun 2025 14:00:54 -0400
Subject: [PATCH 218/357] feat: support listing known catalogs (#2088)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

Adds a new function `pyiceberg.catalog.list_catalogs() -> List[str]` to
list all known catalogs.

# Rationale for this change
In creating a pyiceberg-backed API, one must either duplicate the
config-parsing logic or access private data in order to know what
catalogs are available in the env. I believe that this logic should be
part of the library.

# Are these changes tested?
Yes

# Are there any user-facing changes?
Yes, knew public function in `pyiceberg.catalog`

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/catalog/__init__.py | 4 ++++
 pyiceberg/utils/config.py     | 6 ++++++
 tests/utils/test_config.py    | 9 +++++++++
 3 files changed, 19 insertions(+)

diff --git a/pyiceberg/catalog/__init__.py b/pyiceberg/catalog/__init__.py
index cf649ba7d6..d7d4c9d050 100644
--- a/pyiceberg/catalog/__init__.py
+++ b/pyiceberg/catalog/__init__.py
@@ -262,6 +262,10 @@ def load_catalog(name: Optional[str] = None, **properties: Optional[str]) -> Cat
     raise ValueError(f"Could not initialize catalog with the following properties: {properties}")
 
 
+def list_catalogs() -> List[str]:
+    return _ENV_CONFIG.get_known_catalogs()
+
+
 def delete_files(io: FileIO, files_to_delete: Set[str], file_type: str) -> None:
     """Delete files.
 
diff --git a/pyiceberg/utils/config.py b/pyiceberg/utils/config.py
index 0bfaefdbc6..78f121a402 100644
--- a/pyiceberg/utils/config.py
+++ b/pyiceberg/utils/config.py
@@ -159,6 +159,12 @@ def get_catalog_config(self, catalog_name: str) -> Optional[RecursiveDict]:
                 return catalog_conf
         return None
 
+    def get_known_catalogs(self) -> List[str]:
+        catalogs = self.config.get(CATALOG, {})
+        if not isinstance(catalogs, dict):
+            raise ValueError("Catalog configurations needs to be an object")
+        return list(catalogs.keys())
+
     def get_int(self, key: str) -> Optional[int]:
         if (val := self.config.get(key)) is not None:
             try:
diff --git a/tests/utils/test_config.py b/tests/utils/test_config.py
index 89247d8fca..24a867f812 100644
--- a/tests/utils/test_config.py
+++ b/tests/utils/test_config.py
@@ -56,6 +56,15 @@ def test_fix_nested_objects_from_environment_variables() -> None:
     }
 
 
+@mock.patch.dict(os.environ, EXAMPLE_ENV)
+@mock.patch.dict(os.environ, {"PYICEBERG_CATALOG__DEVELOPMENT__URI": "https://dev.service.io/api"})
+def test_list_all_known_catalogs() -> None:
+    assert Config().get_known_catalogs() == [
+        "production",
+        "development",
+    ]
+
+
 def test_from_configuration_files(tmp_path_factory: pytest.TempPathFactory) -> None:
     config_path = str(tmp_path_factory.mktemp("config"))
     with open(f"{config_path}/.pyiceberg.yaml", "w", encoding=UTF8) as file:

From 8e6851828eaea71b15af39f5afdd756af309d1ce Mon Sep 17 00:00:00 2001
From: d-lcw <kadai0308@gmail.com>
Date: Sun, 15 Jun 2025 02:08:53 +0800
Subject: [PATCH 219/357] fix: add metadata_properties to _construct_parameters
 when update hive table (#2013)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->
Closes: https://github.com/apache/iceberg-python/issues/2010

# Rationale for this change
This change adds metadata_properties to the _construct_parameters
function to ensure metadata properties are included in the parameters.
I'm not entirely confident about the changes, so please let me know if
my understanding is correct—if so, I’ll proceed to add tests.
Thanks you!

# Are these changes tested?
Not yet.

# Are there any user-facing changes?
Not sure.
---
 pyiceberg/catalog/hive.py       | 12 ++++++++++--
 tests/catalog/test_hive.py      | 16 ++++++++++++++--
 tests/integration/test_reads.py | 21 +++++++++++++++++++++
 3 files changed, 45 insertions(+), 4 deletions(-)

diff --git a/pyiceberg/catalog/hive.py b/pyiceberg/catalog/hive.py
index 5a9387577b..0fd6b9d79e 100644
--- a/pyiceberg/catalog/hive.py
+++ b/pyiceberg/catalog/hive.py
@@ -211,11 +211,18 @@ def _construct_hive_storage_descriptor(
 DEFAULT_PROPERTIES = {TableProperties.PARQUET_COMPRESSION: TableProperties.PARQUET_COMPRESSION_DEFAULT}
 
 
-def _construct_parameters(metadata_location: str, previous_metadata_location: Optional[str] = None) -> Dict[str, Any]:
+def _construct_parameters(
+    metadata_location: str, previous_metadata_location: Optional[str] = None, metadata_properties: Optional[Properties] = None
+) -> Dict[str, Any]:
     properties = {PROP_EXTERNAL: "TRUE", PROP_TABLE_TYPE: "ICEBERG", PROP_METADATA_LOCATION: metadata_location}
     if previous_metadata_location:
         properties[PROP_PREVIOUS_METADATA_LOCATION] = previous_metadata_location
 
+    if metadata_properties:
+        for key, value in metadata_properties.items():
+            if key not in properties:
+                properties[key] = str(value)
+
     return properties
 
 
@@ -360,7 +367,7 @@ def _convert_iceberg_into_hive(self, table: Table) -> HiveTable:
                 property_as_bool(self.properties, HIVE2_COMPATIBLE, HIVE2_COMPATIBLE_DEFAULT),
             ),
             tableType=EXTERNAL_TABLE,
-            parameters=_construct_parameters(table.metadata_location),
+            parameters=_construct_parameters(metadata_location=table.metadata_location, metadata_properties=table.properties),
         )
 
     def _create_hive_table(self, open_client: Client, hive_table: HiveTable) -> None:
@@ -541,6 +548,7 @@ def commit_table(
                     hive_table.parameters = _construct_parameters(
                         metadata_location=updated_staged_table.metadata_location,
                         previous_metadata_location=current_table.metadata_location,
+                        metadata_properties=updated_staged_table.properties,
                     )
                     open_client.alter_table_with_environment_context(
                         dbname=database_name,
diff --git a/tests/catalog/test_hive.py b/tests/catalog/test_hive.py
index 497ff99924..fef0d6acc6 100644
--- a/tests/catalog/test_hive.py
+++ b/tests/catalog/test_hive.py
@@ -342,7 +342,13 @@ def test_create_table(
                 storedAsSubDirectories=None,
             ),
             partitionKeys=None,
-            parameters={"EXTERNAL": "TRUE", "table_type": "ICEBERG", "metadata_location": metadata_location},
+            parameters={
+                "EXTERNAL": "TRUE",
+                "table_type": "ICEBERG",
+                "metadata_location": metadata_location,
+                "write.parquet.compression-codec": "zstd",
+                "owner": "javaberg",
+            },
             viewOriginalText=None,
             viewExpandedText=None,
             tableType="EXTERNAL_TABLE",
@@ -517,7 +523,13 @@ def test_create_table_with_given_location_removes_trailing_slash(
                 storedAsSubDirectories=None,
             ),
             partitionKeys=None,
-            parameters={"EXTERNAL": "TRUE", "table_type": "ICEBERG", "metadata_location": metadata_location},
+            parameters={
+                "EXTERNAL": "TRUE",
+                "table_type": "ICEBERG",
+                "metadata_location": metadata_location,
+                "write.parquet.compression-codec": "zstd",
+                "owner": "javaberg",
+            },
             viewOriginalText=None,
             viewExpandedText=None,
             tableType="EXTERNAL_TABLE",
diff --git a/tests/integration/test_reads.py b/tests/integration/test_reads.py
index 5ac5162f8e..b417a43616 100644
--- a/tests/integration/test_reads.py
+++ b/tests/integration/test_reads.py
@@ -112,6 +112,27 @@ def test_table_properties(catalog: Catalog) -> None:
     assert "None type is not a supported value in properties: property_name" in str(exc_info.value)
 
 
+@pytest.mark.integration
+@pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive")])
+def test_hive_properties(catalog: Catalog) -> None:
+    table = create_table(catalog)
+    table.transaction().set_properties({"abc": "def", "p1": "123"}).commit_transaction()
+
+    hive_client: _HiveClient = _HiveClient(catalog.properties["uri"])
+
+    with hive_client as open_client:
+        hive_table = open_client.get_table(*TABLE_NAME)
+        assert hive_table.parameters.get("abc") == "def"
+        assert hive_table.parameters.get("p1") == "123"
+        assert hive_table.parameters.get("not_exist_parameter") is None
+
+    table.transaction().remove_properties("abc").commit_transaction()
+
+    with hive_client as open_client:
+        hive_table = open_client.get_table(*TABLE_NAME)
+        assert hive_table.parameters.get("abc") is None
+
+
 @pytest.mark.integration
 @pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
 def test_table_properties_dict(catalog: Catalog) -> None:

From 72b9afd32c0b0f156fd9496f53156ee81708d4df Mon Sep 17 00:00:00 2001
From: Kevin Liu <kevinjqliu@users.noreply.github.com>
Date: Sat, 14 Jun 2025 14:16:30 -0400
Subject: [PATCH 220/357] change catalog default warehouse location to not use
 hive-style warehouse location (#2059)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->
Closes #2052

# Rationale for this change
Aligns catalog behavior with the java reference implementation.


[HiveCatalog](https://github.com/apache/iceberg/blob/7537c3c3a2a6491abcf0c3ef58cc4d5dc6ac4bae/hive-metastore/src/main/java/org/apache/iceberg/hive/HiveCatalog.java#L697-L736),
[DynamoDbCatalog](https://github.com/apache/iceberg/blob/7537c3c3a2a6491abcf0c3ef58cc4d5dc6ac4bae/aws/src/main/java/org/apache/iceberg/aws/dynamodb/DynamoDbCatalog.java#L185),
and
[GlueCatalog](https://github.com/apache/iceberg/blob/7537c3c3a2a6491abcf0c3ef58cc4d5dc6ac4bae/aws/src/main/java/org/apache/iceberg/aws/glue/GlueCatalog.java#L291)
all use `.db` suffix in warehouse location

[JdbcCatalog](https://github.com/apache/iceberg/blob/7537c3c3a2a6491abcf0c3ef58cc4d5dc6ac4bae/core/src/main/java/org/apache/iceberg/jdbc/JdbcCatalog.java#L268),
[HadoopCatalog](https://github.com/apache/iceberg/blob/7537c3c3a2a6491abcf0c3ef58cc4d5dc6ac4bae/core/src/main/java/org/apache/iceberg/hadoop/HadoopCatalog.java#L233-L245),
and
[InMemoryCatalog](https://github.com/apache/iceberg/blob/7537c3c3a2a6491abcf0c3ef58cc4d5dc6ac4bae/core/src/main/java/org/apache/iceberg/inmemory/InMemoryCatalog.java#L106-L117)
do not use `.db` suffix in warehouse location


# Are these changes tested?
Yes tests for sql catalog are modified to remove `.db`

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/catalog/__init__.py | 14 ++++++++++++++
 pyiceberg/catalog/dynamodb.py |  4 ++++
 pyiceberg/catalog/glue.py     |  4 ++++
 pyiceberg/catalog/hive.py     |  4 ++++
 tests/catalog/test_sql.py     | 30 +++++++++++++++---------------
 tests/cli/test_console.py     |  4 ++--
 6 files changed, 43 insertions(+), 17 deletions(-)

diff --git a/pyiceberg/catalog/__init__.py b/pyiceberg/catalog/__init__.py
index d7d4c9d050..81d3a34eaa 100644
--- a/pyiceberg/catalog/__init__.py
+++ b/pyiceberg/catalog/__init__.py
@@ -927,6 +927,20 @@ def _resolve_table_location(self, location: Optional[str], database_name: str, t
         return location.rstrip("/")
 
     def _get_default_warehouse_location(self, database_name: str, table_name: str) -> str:
+        """Return the default warehouse location using the convention of `warehousePath/databaseName/tableName`."""
+        database_properties = self.load_namespace_properties(database_name)
+        if database_location := database_properties.get(LOCATION):
+            database_location = database_location.rstrip("/")
+            return f"{database_location}/{table_name}"
+
+        if warehouse_path := self.properties.get(WAREHOUSE_LOCATION):
+            warehouse_path = warehouse_path.rstrip("/")
+            return f"{warehouse_path}/{database_name}/{table_name}"
+
+        raise ValueError("No default path is set, please specify a location when creating a table")
+
+    def _get_hive_style_warehouse_location(self, database_name: str, table_name: str) -> str:
+        """Return the default warehouse location following the Hive convention of `warehousePath/databaseName.db/tableName`."""
         database_properties = self.load_namespace_properties(database_name)
         if database_location := database_properties.get(LOCATION):
             database_location = database_location.rstrip("/")
diff --git a/pyiceberg/catalog/dynamodb.py b/pyiceberg/catalog/dynamodb.py
index 29df2582a7..3b37762638 100644
--- a/pyiceberg/catalog/dynamodb.py
+++ b/pyiceberg/catalog/dynamodb.py
@@ -664,6 +664,10 @@ def _convert_dynamo_table_item_to_iceberg_table(self, dynamo_table_item: Dict[st
             catalog=self,
         )
 
+    def _get_default_warehouse_location(self, database_name: str, table_name: str) -> str:
+        """Override the default warehouse location to follow Hive-style conventions."""
+        return self._get_hive_style_warehouse_location(database_name, table_name)
+
 
 def _get_create_table_item(database_name: str, table_name: str, properties: Properties, metadata_location: str) -> Dict[str, Any]:
     current_timestamp_ms = str(round(time() * 1000))
diff --git a/pyiceberg/catalog/glue.py b/pyiceberg/catalog/glue.py
index 25e7d3f73f..88ad8aa433 100644
--- a/pyiceberg/catalog/glue.py
+++ b/pyiceberg/catalog/glue.py
@@ -821,3 +821,7 @@ def view_exists(self, identifier: Union[str, Identifier]) -> bool:
     @staticmethod
     def __is_iceberg_table(table: "TableTypeDef") -> bool:
         return table.get("Parameters", {}).get(TABLE_TYPE, "").lower() == ICEBERG
+
+    def _get_default_warehouse_location(self, database_name: str, table_name: str) -> str:
+        """Override the default warehouse location to follow Hive-style conventions."""
+        return self._get_hive_style_warehouse_location(database_name, table_name)
diff --git a/pyiceberg/catalog/hive.py b/pyiceberg/catalog/hive.py
index 0fd6b9d79e..54e5100e95 100644
--- a/pyiceberg/catalog/hive.py
+++ b/pyiceberg/catalog/hive.py
@@ -798,3 +798,7 @@ def update_namespace_properties(
 
     def drop_view(self, identifier: Union[str, Identifier]) -> None:
         raise NotImplementedError
+
+    def _get_default_warehouse_location(self, database_name: str, table_name: str) -> str:
+        """Override the default warehouse location to follow Hive-style conventions."""
+        return self._get_hive_style_warehouse_location(database_name, table_name)
diff --git a/tests/catalog/test_sql.py b/tests/catalog/test_sql.py
index 8c3047b2ca..235951484f 100644
--- a/tests/catalog/test_sql.py
+++ b/tests/catalog/test_sql.py
@@ -72,7 +72,7 @@ def catalog_name() -> str:
 
 @pytest.fixture(name="random_table_identifier")
 def fixture_random_table_identifier(warehouse: Path, database_name: str, table_name: str) -> Identifier:
-    os.makedirs(f"{warehouse}/{database_name}.db/{table_name}/metadata/", exist_ok=True)
+    os.makedirs(f"{warehouse}/{database_name}/{table_name}/metadata/", exist_ok=True)
     return database_name, table_name
 
 
@@ -80,13 +80,13 @@ def fixture_random_table_identifier(warehouse: Path, database_name: str, table_n
 def fixture_another_random_table_identifier(warehouse: Path, database_name: str, table_name: str) -> Identifier:
     database_name = database_name + "_new"
     table_name = table_name + "_new"
-    os.makedirs(f"{warehouse}/{database_name}.db/{table_name}/metadata/", exist_ok=True)
+    os.makedirs(f"{warehouse}/{database_name}/{table_name}/metadata/", exist_ok=True)
     return database_name, table_name
 
 
 @pytest.fixture(name="random_hierarchical_identifier")
 def fixture_random_hierarchical_identifier(warehouse: Path, hierarchical_namespace_name: str, table_name: str) -> Identifier:
-    os.makedirs(f"{warehouse}/{hierarchical_namespace_name}.db/{table_name}/metadata/", exist_ok=True)
+    os.makedirs(f"{warehouse}/{hierarchical_namespace_name}/{table_name}/metadata/", exist_ok=True)
     return Catalog.identifier_to_tuple(".".join((hierarchical_namespace_name, table_name)))
 
 
@@ -96,7 +96,7 @@ def fixture_another_random_hierarchical_identifier(
 ) -> Identifier:
     hierarchical_namespace_name = hierarchical_namespace_name + "_new"
     table_name = table_name + "_new"
-    os.makedirs(f"{warehouse}/{hierarchical_namespace_name}.db/{table_name}/metadata/", exist_ok=True)
+    os.makedirs(f"{warehouse}/{hierarchical_namespace_name}/{table_name}/metadata/", exist_ok=True)
     return Catalog.identifier_to_tuple(".".join((hierarchical_namespace_name, table_name)))
 
 
@@ -115,7 +115,7 @@ def catalog_memory(catalog_name: str, warehouse: Path) -> Generator[SqlCatalog,
 @pytest.fixture(scope="module")
 def catalog_sqlite(catalog_name: str, warehouse: Path) -> Generator[SqlCatalog, None, None]:
     props = {
-        "uri": f"sqlite:////{warehouse}/sql-catalog.db",
+        "uri": f"sqlite:////{warehouse}/sql-catalog",
         "warehouse": f"file://{warehouse}",
     }
     catalog = SqlCatalog(catalog_name, **props)
@@ -126,7 +126,7 @@ def catalog_sqlite(catalog_name: str, warehouse: Path) -> Generator[SqlCatalog,
 
 @pytest.fixture(scope="module")
 def catalog_uri(warehouse: Path) -> str:
-    return f"sqlite:////{warehouse}/sql-catalog.db"
+    return f"sqlite:////{warehouse}/sql-catalog"
 
 
 @pytest.fixture(scope="module")
@@ -137,7 +137,7 @@ def alchemy_engine(catalog_uri: str) -> Engine:
 @pytest.fixture(scope="module")
 def catalog_sqlite_without_rowcount(catalog_name: str, warehouse: Path) -> Generator[SqlCatalog, None, None]:
     props = {
-        "uri": f"sqlite:////{warehouse}/sql-catalog.db",
+        "uri": f"sqlite:////{warehouse}/sql-catalog",
         "warehouse": f"file://{warehouse}",
     }
     catalog = SqlCatalog(catalog_name, **props)
@@ -150,7 +150,7 @@ def catalog_sqlite_without_rowcount(catalog_name: str, warehouse: Path) -> Gener
 @pytest.fixture(scope="module")
 def catalog_sqlite_fsspec(catalog_name: str, warehouse: Path) -> Generator[SqlCatalog, None, None]:
     props = {
-        "uri": f"sqlite:////{warehouse}/sql-catalog.db",
+        "uri": f"sqlite:////{warehouse}/sql-catalog",
         "warehouse": f"file://{warehouse}",
         PY_IO_IMPL: FSSPEC_FILE_IO,
     }
@@ -176,7 +176,7 @@ def test_creation_with_echo_parameter(catalog_name: str, warehouse: Path) -> Non
 
     for echo_param, expected_echo_value in test_cases:
         props = {
-            "uri": f"sqlite:////{warehouse}/sql-catalog.db",
+            "uri": f"sqlite:////{warehouse}/sql-catalog",
             "warehouse": f"file://{warehouse}",
         }
         # None is for default value
@@ -199,7 +199,7 @@ def test_creation_with_pool_pre_ping_parameter(catalog_name: str, warehouse: Pat
 
     for pool_pre_ping_param, expected_pool_pre_ping_value in test_cases:
         props = {
-            "uri": f"sqlite:////{warehouse}/sql-catalog.db",
+            "uri": f"sqlite:////{warehouse}/sql-catalog",
             "warehouse": f"file://{warehouse}",
         }
         # None is for default value
@@ -219,7 +219,7 @@ def test_creation_from_impl(catalog_name: str, warehouse: Path) -> None:
             catalog_name,
             **{
                 "py-catalog-impl": "pyiceberg.catalog.sql.SqlCatalog",
-                "uri": f"sqlite:////{warehouse}/sql-catalog.db",
+                "uri": f"sqlite:////{warehouse}/sql-catalog",
                 "warehouse": f"file://{warehouse}",
             },
         ),
@@ -493,7 +493,7 @@ def test_create_table_with_given_location_removes_trailing_slash(
     identifier_tuple = Catalog.identifier_to_tuple(table_identifier)
     namespace = Catalog.namespace_from(table_identifier)
     table_name = Catalog.table_name_from(identifier_tuple)
-    location = f"file://{warehouse}/{catalog.name}.db/{table_name}-given"
+    location = f"file://{warehouse}/{catalog.name}/{table_name}-given"
     catalog.create_namespace(namespace)
     catalog.create_table(table_identifier, table_schema_nested, location=f"{location}/")
     table = catalog.load_table(table_identifier)
@@ -1235,7 +1235,7 @@ def test_load_namespace_properties(catalog: SqlCatalog, namespace: str) -> None:
     warehouse_location = "/test/location"
     test_properties = {
         "comment": "this is a test description",
-        "location": f"{warehouse_location}/{namespace}.db",
+        "location": f"{warehouse_location}/{namespace}",
         "test_property1": "1",
         "test_property2": "2",
         "test_property3": "3",
@@ -1286,7 +1286,7 @@ def test_update_namespace_properties(catalog: SqlCatalog, namespace: str) -> Non
     warehouse_location = "/test/location"
     test_properties = {
         "comment": "this is a test description",
-        "location": f"{warehouse_location}/{namespace}.db",
+        "location": f"{warehouse_location}/{namespace}",
         "test_property1": "1",
         "test_property2": "2",
         "test_property3": "3",
@@ -1306,7 +1306,7 @@ def test_update_namespace_properties(catalog: SqlCatalog, namespace: str) -> Non
         "comment": "updated test description",
         "test_property4": "4",
         "test_property5": "5",
-        "location": f"{warehouse_location}/{namespace}.db",
+        "location": f"{warehouse_location}/{namespace}",
     }
 
 
diff --git a/tests/cli/test_console.py b/tests/cli/test_console.py
index 70e04071ad..fe375eb276 100644
--- a/tests/cli/test_console.py
+++ b/tests/cli/test_console.py
@@ -271,7 +271,7 @@ def test_location(catalog: InMemoryCatalog) -> None:
     runner = CliRunner()
     result = runner.invoke(run, ["location", "default.my_table"])
     assert result.exit_code == 0
-    assert result.output == f"""{catalog._warehouse_location}/default.db/my_table\n"""
+    assert result.output == f"""{catalog._warehouse_location}/default/my_table\n"""
 
 
 def test_location_does_not_exists(catalog: InMemoryCatalog) -> None:
@@ -700,7 +700,7 @@ def test_json_location(catalog: InMemoryCatalog) -> None:
     runner = CliRunner()
     result = runner.invoke(run, ["--output=json", "location", "default.my_table"])
     assert result.exit_code == 0
-    assert result.output == f'"{catalog._warehouse_location}/default.db/my_table"\n'
+    assert result.output == f'"{catalog._warehouse_location}/default/my_table"\n'
 
 
 def test_json_location_does_not_exists(catalog: InMemoryCatalog) -> None:

From 3eaee4d4fb36f27227490d1f103f62609b72de43 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Sun, 15 Jun 2025 00:09:52 +0200
Subject: [PATCH 221/357] Bump PyIceberg to 0.9.1 (#2092)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 dev/Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/dev/Dockerfile b/dev/Dockerfile
index b5b72e5617..9c542d9cd1 100644
--- a/dev/Dockerfile
+++ b/dev/Dockerfile
@@ -40,7 +40,7 @@ WORKDIR ${SPARK_HOME}
 ENV SPARK_VERSION=3.5.4
 ENV ICEBERG_SPARK_RUNTIME_VERSION=3.5_2.12
 ENV ICEBERG_VERSION=1.9.0
-ENV PYICEBERG_VERSION=0.9.0
+ENV PYICEBERG_VERSION=0.9.1
 
 RUN curl --retry 5 -s -C - https://archive.apache.org/dist/spark/spark-${SPARK_VERSION}/spark-${SPARK_VERSION}-bin-hadoop3.tgz -o spark-${SPARK_VERSION}-bin-hadoop3.tgz \
  && tar xzf spark-${SPARK_VERSION}-bin-hadoop3.tgz --directory /opt/spark --strip-components 1 \

From 0775dd73f003574097c7bc44da0b3370c7676cf5 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Sun, 15 Jun 2025 00:11:22 +0200
Subject: [PATCH 222/357] Bump tests to Spark 3.5.6 (#2091)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 dev/Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/dev/Dockerfile b/dev/Dockerfile
index 9c542d9cd1..c96130e597 100644
--- a/dev/Dockerfile
+++ b/dev/Dockerfile
@@ -37,7 +37,7 @@ RUN mkdir -p ${HADOOP_HOME} && mkdir -p ${SPARK_HOME} && mkdir -p /home/iceberg/
 WORKDIR ${SPARK_HOME}
 
 # Remember to also update `tests/conftest`'s spark setting
-ENV SPARK_VERSION=3.5.4
+ENV SPARK_VERSION=3.5.6
 ENV ICEBERG_SPARK_RUNTIME_VERSION=3.5_2.12
 ENV ICEBERG_VERSION=1.9.0
 ENV PYICEBERG_VERSION=0.9.1

From 9da3d982ec307860f339598a536bc674e04ffa71 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Sun, 15 Jun 2025 01:57:26 +0200
Subject: [PATCH 223/357] Bump Iceberg-Java to 1.9.1 (#2093)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->

Co-authored-by: Kevin Liu <kevinjqliu@users.noreply.github.com>
---
 dev/Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/dev/Dockerfile b/dev/Dockerfile
index c96130e597..c6ce71b2a2 100644
--- a/dev/Dockerfile
+++ b/dev/Dockerfile
@@ -39,7 +39,7 @@ WORKDIR ${SPARK_HOME}
 # Remember to also update `tests/conftest`'s spark setting
 ENV SPARK_VERSION=3.5.6
 ENV ICEBERG_SPARK_RUNTIME_VERSION=3.5_2.12
-ENV ICEBERG_VERSION=1.9.0
+ENV ICEBERG_VERSION=1.9.1
 ENV PYICEBERG_VERSION=0.9.1
 
 RUN curl --retry 5 -s -C - https://archive.apache.org/dist/spark/spark-${SPARK_VERSION}/spark-${SPARK_VERSION}-bin-hadoop3.tgz -o spark-${SPARK_VERSION}-bin-hadoop3.tgz \

From a9e68af839b63a8bef171f2763c04ab91d6293ba Mon Sep 17 00:00:00 2001
From: Jayce Slesar <47452474+jayceslesar@users.noreply.github.com>
Date: Sun, 15 Jun 2025 16:58:48 -0400
Subject: [PATCH 224/357] maint: use `URI` constant instead of 'uri' strings
 (#2094)

---
 pyiceberg/catalog/__init__.py | 2 +-
 pyiceberg/catalog/hive.py     | 5 +++--
 pyiceberg/catalog/memory.py   | 5 +++--
 pyiceberg/catalog/sql.py      | 3 ++-
 pyiceberg/cli/console.py      | 4 ++--
 pyiceberg/io/fsspec.py        | 4 ++--
 6 files changed, 13 insertions(+), 10 deletions(-)

diff --git a/pyiceberg/catalog/__init__.py b/pyiceberg/catalog/__init__.py
index 81d3a34eaa..4da116434e 100644
--- a/pyiceberg/catalog/__init__.py
+++ b/pyiceberg/catalog/__init__.py
@@ -195,7 +195,7 @@ def infer_catalog_type(name: str, catalog_properties: RecursiveDict) -> Optional
     Raises:
         ValueError: Raises a ValueError in case properties are missing, or the wrong type.
     """
-    if uri := catalog_properties.get("uri"):
+    if uri := catalog_properties.get(URI):
         if isinstance(uri, str):
             if uri.startswith("http"):
                 return CatalogType.REST
diff --git a/pyiceberg/catalog/hive.py b/pyiceberg/catalog/hive.py
index 54e5100e95..05dd408fc2 100644
--- a/pyiceberg/catalog/hive.py
+++ b/pyiceberg/catalog/hive.py
@@ -63,6 +63,7 @@
     LOCATION,
     METADATA_LOCATION,
     TABLE_TYPE,
+    URI,
     MetastoreCatalog,
     PropertiesUpdateSummary,
 )
@@ -307,7 +308,7 @@ def __init__(self, name: str, **properties: str):
     @staticmethod
     def _create_hive_client(properties: Dict[str, str]) -> _HiveClient:
         last_exception = None
-        for uri in properties["uri"].split(","):
+        for uri in properties[URI].split(","):
             try:
                 return _HiveClient(
                     uri,
@@ -319,7 +320,7 @@ def _create_hive_client(properties: Dict[str, str]) -> _HiveClient:
         if last_exception is not None:
             raise last_exception
         else:
-            raise ValueError(f"Unable to connect to hive using uri: {properties['uri']}")
+            raise ValueError(f"Unable to connect to hive using uri: {properties[URI]}")
 
     def _convert_hive_into_iceberg(self, table: HiveTable) -> Table:
         properties: Dict[str, str] = table.parameters
diff --git a/pyiceberg/catalog/memory.py b/pyiceberg/catalog/memory.py
index 7d6053baaf..024d14fba6 100644
--- a/pyiceberg/catalog/memory.py
+++ b/pyiceberg/catalog/memory.py
@@ -15,6 +15,7 @@
 # specific language governing permissions and limitations
 # under the License.
 
+from pyiceberg.catalog import URI
 from pyiceberg.catalog.sql import SqlCatalog
 
 
@@ -27,6 +28,6 @@ class InMemoryCatalog(SqlCatalog):
 
     def __init__(self, name: str, warehouse: str = "file:///tmp/iceberg/warehouse", **kwargs: str) -> None:
         self._warehouse_location = warehouse
-        if "uri" not in kwargs:
-            kwargs["uri"] = "sqlite:///:memory:"
+        if URI not in kwargs:
+            kwargs[URI] = "sqlite:///:memory:"
         super().__init__(name=name, warehouse=warehouse, **kwargs)
diff --git a/pyiceberg/catalog/sql.py b/pyiceberg/catalog/sql.py
index b4b06e3a46..880a4db481 100644
--- a/pyiceberg/catalog/sql.py
+++ b/pyiceberg/catalog/sql.py
@@ -44,6 +44,7 @@
 
 from pyiceberg.catalog import (
     METADATA_LOCATION,
+    URI,
     Catalog,
     MetastoreCatalog,
     PropertiesUpdateSummary,
@@ -119,7 +120,7 @@ class SqlCatalog(MetastoreCatalog):
     def __init__(self, name: str, **properties: str):
         super().__init__(name, **properties)
 
-        if not (uri_prop := self.properties.get("uri")):
+        if not (uri_prop := self.properties.get(URI)):
             raise NoSuchPropertyException("SQL connection URI is required")
 
         echo_str = str(self.properties.get("echo", DEFAULT_ECHO_VALUE)).lower()
diff --git a/pyiceberg/cli/console.py b/pyiceberg/cli/console.py
index 25a536d2a6..6be4df12cc 100644
--- a/pyiceberg/cli/console.py
+++ b/pyiceberg/cli/console.py
@@ -29,7 +29,7 @@
 from click import Context
 
 from pyiceberg import __version__
-from pyiceberg.catalog import Catalog, load_catalog
+from pyiceberg.catalog import URI, Catalog, load_catalog
 from pyiceberg.cli.output import ConsoleOutput, JsonOutput, Output
 from pyiceberg.exceptions import NoSuchNamespaceError, NoSuchPropertyException, NoSuchTableError
 from pyiceberg.table import TableProperties
@@ -75,7 +75,7 @@ def run(
     if ugi:
         properties["ugi"] = ugi
     if uri:
-        properties["uri"] = uri
+        properties[URI] = uri
     if credential:
         properties["credential"] = credential
 
diff --git a/pyiceberg/io/fsspec.py b/pyiceberg/io/fsspec.py
index cc80725d14..6febff0ae6 100644
--- a/pyiceberg/io/fsspec.py
+++ b/pyiceberg/io/fsspec.py
@@ -36,7 +36,7 @@
 from fsspec.implementations.local import LocalFileSystem
 from requests import HTTPError
 
-from pyiceberg.catalog import TOKEN
+from pyiceberg.catalog import TOKEN, URI
 from pyiceberg.exceptions import SignError
 from pyiceberg.io import (
     ADLS_ACCOUNT_HOST,
@@ -91,7 +91,7 @@
 
 
 def s3v4_rest_signer(properties: Properties, request: "AWSRequest", **_: Any) -> "AWSRequest":
-    signer_url = properties.get(S3_SIGNER_URI, properties["uri"]).rstrip("/")  # type: ignore
+    signer_url = properties.get(S3_SIGNER_URI, properties[URI]).rstrip("/")  # type: ignore
     signer_endpoint = properties.get(S3_SIGNER_ENDPOINT, S3_SIGNER_ENDPOINT_DEFAULT)
 
     signer_headers = {}

From 8223a9d4aa173ea4d73568a35433498317d947bc Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 16 Jun 2025 23:42:09 -0400
Subject: [PATCH 225/357] Build: Bump pypa/cibuildwheel from 2.23.3 to 3.0.0
 (#2099)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [pypa/cibuildwheel](https://github.com/pypa/cibuildwheel) from
2.23.3 to 3.0.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/pypa/cibuildwheel/releases">pypa/cibuildwheel's
releases</a>.</em></p>
<blockquote>
<h2>v3.0.0</h2>
<p>See <a
href="https://github.com/henryiii"><code>@​henryiii</code></a>'s <a
href="https://iscinumpy.dev/post/cibuildwheel-3-0-0/">release post</a>
for more info on new features!</p>
<ul>
<li>
<p>🌟 Adds the ability to <a
href="https://cibuildwheel.pypa.io/en/stable/platforms/#ios">build
wheels for iOS</a>! Set the <a
href="https://cibuildwheel.pypa.io/en/stable/options/#platform"><code>platform</code>
option</a> to <code>ios</code> on a Mac with the iOS toolchain to try it
out! (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2286">#2286</a>,
<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2363">#2363</a>,
<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2432">#2432</a>)</p>
</li>
<li>
<p>🌟 Adds support for the GraalPy interpreter! Enable for your project
using the <a
href="https://cibuildwheel.pypa.io/en/stable/options/#enable"><code>enable</code>
option</a>. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/1538">#1538</a>,
<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2411">#2411</a>,
<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2414">#2414</a>)</p>
</li>
<li>
<p>✨ Adds CPython 3.14 support, under the <a
href="https://cibuildwheel.pypa.io/en/stable/options/#enable"><code>enable</code>
option</a> <code>cpython-prerelease</code>. This version of cibuildwheel
uses 3.14.0b2. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2390">#2390</a>)</p>
<p><em>While CPython is in beta, the ABI can change, so your wheels
might not be compatible with the final release. For this reason, we
don't recommend distributing wheels until RC1, at which point 3.14 will
be available in cibuildwheel without the flag.</em> (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2390">#2390</a>)</p>
</li>
<li>
<p>✨ Adds the <a
href="https://cibuildwheel.pypa.io/en/stable/options/#test-sources">test-sources
option</a>, and changes the working directory for tests. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2062">#2062</a>,
<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2284">#2284</a>,
<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2437">#2437</a>)</p>
<ul>
<li>If this option is set, cibuildwheel will copy the files and folders
specified in <code>test-sources</code> into the temporary directory we
run from. This is required for iOS builds, but also useful for other
platforms, as it allows you to avoid placeholders.</li>
<li>If this option is not set, behaviour matches v2.x - cibuildwheel
will run the tests from a temporary directory, and you can use the
<code>{project}</code> placeholder in the <code>test-command</code> to
refer to the project directory. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2420">#2420</a>)</li>
</ul>
</li>
<li>
<p>✨ Adds <a
href="https://cibuildwheel.pypa.io/en/stable/options/#dependency-versions"><code>dependency-versions</code></a>
inline syntax (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2122">#2122</a>)</p>
</li>
<li>
<p>✨ Improves support for Pyodide builds and adds the experimental <a
href="https://cibuildwheel.pypa.io/en/stable/options/#pyodide-version"><code>pyodide-version</code></a>
option, which allows you to specify the version of Pyodide to use for
builds. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2002">#2002</a>)</p>
</li>
<li>
<p>✨ Add <code>pyodide-prerelease</code> <a
href="https://cibuildwheel.pypa.io/en/stable/options/#enable">enable</a>
option, with an early build of 0.28 (Python 3.13). (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2431">#2431</a>)</p>
</li>
<li>
<p>✨ Adds the <a
href="https://cibuildwheel.pypa.io/en/stable/options/#test-environment"><code>test-environment</code></a>
option, which allows you to set environment variables for the test
command. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2388">#2388</a>)</p>
</li>
<li>
<p>✨ Adds the <a
href="https://cibuildwheel.pypa.io/en/stable/options/#xbuild-tools"><code>xbuild-tools</code></a>
option, which allows you to specify tools safe for cross-compilation.
Currently only used on iOS; will be useful for Android in the future.
(<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2317">#2317</a>)</p>
</li>
<li>
<p>🛠 The default <a
href="https://cibuildwheel.pypa.io/en/stable/options/#linux-image">manylinux
image</a> has changed from <code>manylinux2014</code> to
<code>manylinux_2_28</code>. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2330">#2330</a>)</p>
</li>
<li>
<p>🛠 EOL images <code>manylinux1</code>, <code>manylinux2010</code>,
<code>manylinux_2_24</code> and <code>musllinux_1_1</code> can no longer
be specified by their shortname. The full OCI name can still be used for
these images, if you wish. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2316">#2316</a>)</p>
</li>
<li>
<p>🛠 Invokes <code>build</code> rather than <code>pip wheel</code> to
build wheels by default. You can control this via the <a
href="https://cibuildwheel.pypa.io/en/stable/options/#build-frontend"><code>build-frontend</code></a>
option. You might notice that you can see your build log output now! (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2321">#2321</a>)</p>
</li>
<li>
<p>🛠 Build verbosity settings have been reworked to have consistent
meanings between build backends when non-zero. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2339">#2339</a>)</p>
</li>
<li>
<p>🛠 Removed the <code>CIBW_PRERELEASE_PYTHONS</code> and
<code>CIBW_FREE_THREADED_SUPPORT</code> options - these have been folded
into the <a
href="https://cibuildwheel.pypa.io/en/stable/options/#enable"><code>enable</code></a>
option instead. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2095">#2095</a>)</p>
</li>
<li>
<p>🛠 Build environments no longer have setuptools and wheel
preinstalled. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2329">#2329</a>)</p>
</li>
<li>
<p>🛠 Use the standard Schema line for the integrated JSONSchema. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2433">#2433</a>)</p>
</li>
<li>
<p>⚠️ Dropped support for building Python 3.6 and 3.7 wheels. If you
need to build wheels for these versions, use cibuildwheel v2.23.3 or
earlier. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2282">#2282</a>)</p>
</li>
<li>
<p>⚠️ The minimum Python version required to run cibuildwheel is now
Python 3.11. You can still build wheels for Python 3.8 and newer. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/1912">#1912</a>)</p>
</li>
<li>
<p>⚠️ 32-bit Linux wheels no longer built by default - the <a
href="https://cibuildwheel.pypa.io/en/stable/options/#archs">arch</a>
was removed from <code>&quot;auto&quot;</code>. It now requires explicit
<code>&quot;auto32&quot;</code>. Note that modern manylinux images (like
the new default, <code>manylinux_2_28</code>) do not have 32-bit
versions. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2458">#2458</a>)</p>
</li>
<li>
<p>⚠️ PyPy wheels no longer built by default, due to a change to our
options system. To continue building PyPy wheels, you'll now need to set
the <a
href="https://cibuildwheel.pypa.io/en/stable/options/#enable"><code>enable</code>
option</a> to <code>pypy</code> or <code>pypy-eol</code>. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2095">#2095</a>)</p>
</li>
<li>
<p>⚠️ Dropped official support for Appveyor. If it was working for you
before, it will probably continue to do so, but we can't be sure,
because our CI doesn't run there anymore. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2386">#2386</a>)</p>
</li>
<li>
<p>📚 A reorganisation of the docs, and numerous updates. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2280">#2280</a>)</p>
</li>
<li>
<p>📚 Use Python 3.14 color output in docs CLI output. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2407">#2407</a>)</p>
</li>
<li>
<p>📚 Docs now primarily use the pyproject.toml name of options, rather
than the environment variable name. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2389">#2389</a>)</p>
</li>
<li>
<p>📚 README table now matches docs and auto-updates. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2427">#2427</a>,
<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2428">#2428</a>)</p>
</li>
</ul>
<h2>v3.0.0rc3</h2>
<p>Not yet released, but available for testing.</p>
<p>Note - when using a beta version, be sure to check the <a
href="https://cibuildwheel.pypa.io/en/latest/">latest docs</a>, rather
than the stable version, which is still on v2.X.</p>
<!-- raw HTML omitted -->
<p>If you've used previous versions of the beta:</p>
<ul>
<li>⚠️ Previous betas of v3.0 changed the working directory for tests.
This has been rolled back to the v2.x behaviour, so you might need to
change configs if you adapted to the beta 1 or 2 behaviour. See [issue
<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2406">#2406</a>](<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2406">pypa/cibuildwheel#2406</a>)
for more information.</li>
<li>⚠️ GraalPy shipped with the identifier <code>gp242-*</code> in
previous betas, this has been changed to <code>gp311_242-*</code> to be
consistent with other interpreters, and to fix a bug with GraalPy and
project requires-python detection. If you were using GraalPy, you might
need to update your config to use the new identifier.</li>
<li>⚠️ <code>test-sources</code> now uses <code>project</code> directory
instead of the <code>package</code> directory (matching the docs).</li>
<li>⚠️ 32-bit linux builds were removed from
<code>&quot;auto&quot;</code> (the default), now require
<code>&quot;auto32&quot;</code> or explicit archs, as modern manylinux
images (including our new default) do not support them.</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/pypa/cibuildwheel/blob/main/docs/changelog.md">pypa/cibuildwheel's
changelog</a>.</em></p>
<blockquote>
<h3>v3.0.0</h3>
<p><em>11 June 2025</em></p>
<p>See <a
href="https://github.com/henryiii"><code>@​henryiii</code></a>'s <a
href="https://iscinumpy.dev/post/cibuildwheel-3-0-0/">release post</a>
for more info on new features!</p>
<ul>
<li>
<p>🌟 Adds the ability to <a
href="https://cibuildwheel.pypa.io/en/stable/platforms/#ios">build
wheels for iOS</a>! Set the <a
href="https://cibuildwheel.pypa.io/en/stable/options/#platform"><code>platform</code>
option</a> to <code>ios</code> on a Mac with the iOS toolchain to try it
out! (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2286">#2286</a>,
<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2363">#2363</a>,
<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2432">#2432</a>)</p>
</li>
<li>
<p>🌟 Adds support for the GraalPy interpreter! Enable for your project
using the <a
href="https://cibuildwheel.pypa.io/en/stable/options/#enable"><code>enable</code>
option</a>. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/1538">#1538</a>,
<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2411">#2411</a>,
<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2414">#2414</a>)</p>
</li>
<li>
<p>✨ Adds CPython 3.14 support, under the <a
href="https://cibuildwheel.pypa.io/en/stable/options/#enable"><code>enable</code>
option</a> <code>cpython-prerelease</code>. This version of cibuildwheel
uses 3.14.0b2. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2390">#2390</a>)</p>
<p><em>While CPython is in beta, the ABI can change, so your wheels
might not be compatible with the final release. For this reason, we
don't recommend distributing wheels until RC1, at which point 3.14 will
be available in cibuildwheel without the flag.</em> (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2390">#2390</a>)</p>
</li>
<li>
<p>✨ Adds the <a
href="https://cibuildwheel.pypa.io/en/stable/options/#test-sources">test-sources
option</a>, and changes the working directory for tests. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2062">#2062</a>,
<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2284">#2284</a>,
<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2437">#2437</a>)</p>
<ul>
<li>If this option is set, cibuildwheel will copy the files and folders
specified in <code>test-sources</code> into the temporary directory we
run from. This is required for iOS builds, but also useful for other
platforms, as it allows you to avoid placeholders.</li>
<li>If this option is not set, behaviour matches v2.x - cibuildwheel
will run the tests from a temporary directory, and you can use the
<code>{project}</code> placeholder in the <code>test-command</code> to
refer to the project directory. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2420">#2420</a>)</li>
</ul>
</li>
<li>
<p>✨ Adds <a
href="https://cibuildwheel.pypa.io/en/stable/options/#dependency-versions"><code>dependency-versions</code></a>
inline syntax (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2122">#2122</a>)</p>
</li>
<li>
<p>✨ Improves support for Pyodide builds and adds the experimental <a
href="https://cibuildwheel.pypa.io/en/stable/options/#pyodide-version"><code>pyodide-version</code></a>
option, which allows you to specify the version of Pyodide to use for
builds. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2002">#2002</a>)</p>
</li>
<li>
<p>✨ Add <code>pyodide-prerelease</code> <a
href="https://cibuildwheel.pypa.io/en/stable/options/#enable">enable</a>
option, with an early build of 0.28 (Python 3.13). (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2431">#2431</a>)</p>
</li>
<li>
<p>✨ Adds the <a
href="https://cibuildwheel.pypa.io/en/stable/options/#test-environment"><code>test-environment</code></a>
option, which allows you to set environment variables for the test
command. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2388">#2388</a>)</p>
</li>
<li>
<p>✨ Adds the <a
href="https://cibuildwheel.pypa.io/en/stable/options/#xbuild-tools"><code>xbuild-tools</code></a>
option, which allows you to specify tools safe for cross-compilation.
Currently only used on iOS; will be useful for Android in the future.
(<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2317">#2317</a>)</p>
</li>
<li>
<p>🛠 The default <a
href="https://cibuildwheel.pypa.io/en/stable/options/#linux-image">manylinux
image</a> has changed from <code>manylinux2014</code> to
<code>manylinux_2_28</code>. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2330">#2330</a>)</p>
</li>
<li>
<p>🛠 EOL images <code>manylinux1</code>, <code>manylinux2010</code>,
<code>manylinux_2_24</code> and <code>musllinux_1_1</code> can no longer
be specified by their shortname. The full OCI name can still be used for
these images, if you wish. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2316">#2316</a>)</p>
</li>
<li>
<p>🛠 Invokes <code>build</code> rather than <code>pip wheel</code> to
build wheels by default. You can control this via the <a
href="https://cibuildwheel.pypa.io/en/stable/options/#build-frontend"><code>build-frontend</code></a>
option. You might notice that you can see your build log output now! (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2321">#2321</a>)</p>
</li>
<li>
<p>🛠 Build verbosity settings have been reworked to have consistent
meanings between build backends when non-zero. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2339">#2339</a>)</p>
</li>
<li>
<p>🛠 Removed the <code>CIBW_PRERELEASE_PYTHONS</code> and
<code>CIBW_FREE_THREADED_SUPPORT</code> options - these have been folded
into the <a
href="https://cibuildwheel.pypa.io/en/stable/options/#enable"><code>enable</code></a>
option instead. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2095">#2095</a>)</p>
</li>
<li>
<p>🛠 Build environments no longer have setuptools and wheel
preinstalled. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2329">#2329</a>)</p>
</li>
<li>
<p>🛠 Use the standard Schema line for the integrated JSONSchema. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2433">#2433</a>)</p>
</li>
<li>
<p>⚠️ Dropped support for building Python 3.6 and 3.7 wheels. If you
need to build wheels for these versions, use cibuildwheel v2.23.3 or
earlier. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2282">#2282</a>)</p>
</li>
<li>
<p>⚠️ The minimum Python version required to run cibuildwheel is now
Python 3.11. You can still build wheels for Python 3.8 and newer. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/1912">#1912</a>)</p>
</li>
<li>
<p>⚠️ 32-bit Linux wheels no longer built by default - the <a
href="https://cibuildwheel.pypa.io/en/stable/options/#archs">arch</a>
was removed from <code>&quot;auto&quot;</code>. It now requires explicit
<code>&quot;auto32&quot;</code>. Note that modern manylinux images (like
the new default, <code>manylinux_2_28</code>) do not have 32-bit
versions. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2458">#2458</a>)</p>
</li>
<li>
<p>⚠️ PyPy wheels no longer built by default, due to a change to our
options system. To continue building PyPy wheels, you'll now need to set
the <a
href="https://cibuildwheel.pypa.io/en/stable/options/#enable"><code>enable</code>
option</a> to <code>pypy</code> or <code>pypy-eol</code>. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2095">#2095</a>)</p>
</li>
<li>
<p>⚠️ Dropped official support for Appveyor. If it was working for you
before, it will probably continue to do so, but we can't be sure,
because our CI doesn't run there anymore. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2386">#2386</a>)</p>
</li>
<li>
<p>📚 A reorganisation of the docs, and numerous updates. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2280">#2280</a>)</p>
</li>
<li>
<p>📚 Use Python 3.14 color output in docs CLI output. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2407">#2407</a>)</p>
</li>
<li>
<p>📚 Docs now primarily use the pyproject.toml name of options, rather
than the environment variable name. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2389">#2389</a>)</p>
</li>
<li>
<p>📚 README table now matches docs and auto-updates. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2427">#2427</a>,
<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2428">#2428</a>)</p>
</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/5f22145df44122af0f5a201f93cf0207171beca7"><code>5f22145</code></a>
Bump version: v3.0.0</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/a73177515a438c947d6e6e7a7356dfe67991d740"><code>a731775</code></a>
Docs: mobile layout fix (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2466">#2466</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/ff86a6457781e53a6edbb60d3c2677c64be4f282"><code>ff86a64</code></a>
docs: add tips for numpy (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2465">#2465</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/6f5e480fec0d367f9230ee0be4bcb56136eeec43"><code>6f5e480</code></a>
chore: use pip's groups in CI (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2463">#2463</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/3c5ff0988806752c5a6502c845f9edc2d98095d6"><code>3c5ff09</code></a>
Bump version: v3.0.0rc3</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/1b9a56e01487f7fd9146e622505ea22d4d35e954"><code>1b9a56e</code></a>
[Bot] Update dependencies (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2455">#2455</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/aa9fe2a24edd67db40cbd394e4621a479e9e69f1"><code>aa9fe2a</code></a>
ci: use uv python for docs (binary b1) (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2462">#2462</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/e188d9e26007031c475bb5293b90c5f386ecb439"><code>e188d9e</code></a>
feat: remove 32-bit linux from auto arch, fix auto32 on linux aarch64
(<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2458">#2458</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/3fa7bd1e72c565f4efc61363db6b2f14dbdbb198"><code>3fa7bd1</code></a>
ci: fix cirrus and reduce rebuilds (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2460">#2460</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/c6368be701a99f8315656f925236dbcec5b9b9c2"><code>c6368be</code></a>
Move to the <code>OS-latest</code> image tags on Azure Pipelines (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2461">#2461</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/pypa/cibuildwheel/compare/v2.23.3...v3.0.0">compare
view</a></li>
</ul>
</details>
<br />


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---
 .github/workflows/pypi-build-artifacts.yml | 2 +-
 .github/workflows/svn-build-artifacts.yml  | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/pypi-build-artifacts.yml b/.github/workflows/pypi-build-artifacts.yml
index c0430daa08..6c6c108475 100644
--- a/.github/workflows/pypi-build-artifacts.yml
+++ b/.github/workflows/pypi-build-artifacts.yml
@@ -62,7 +62,7 @@ jobs:
         if: startsWith(matrix.os, 'ubuntu')
 
       - name: Build wheels
-        uses: pypa/cibuildwheel@v2.23.3
+        uses: pypa/cibuildwheel@v3.0.0
         with:
           output-dir: wheelhouse
           config-file: "pyproject.toml"
diff --git a/.github/workflows/svn-build-artifacts.yml b/.github/workflows/svn-build-artifacts.yml
index dd0be8cb7f..cfd9434133 100644
--- a/.github/workflows/svn-build-artifacts.yml
+++ b/.github/workflows/svn-build-artifacts.yml
@@ -57,7 +57,7 @@ jobs:
         if: startsWith(matrix.os, 'ubuntu')
 
       - name: Build wheels
-        uses: pypa/cibuildwheel@v2.23.3
+        uses: pypa/cibuildwheel@v3.0.0
         with:
           output-dir: wheelhouse
           config-file: "pyproject.toml"

From 8eb9c315d3a7daf878424df6957e0d84e3fb3f1d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 16 Jun 2025 23:42:37 -0400
Subject: [PATCH 226/357] Build: Bump moto from 5.1.5 to 5.1.6 (#2100)

Bumps [moto](https://github.com/getmoto/moto) from 5.1.5 to 5.1.6.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/getmoto/moto/blob/master/CHANGELOG.md">moto's
changelog</a>.</em></p>
<blockquote>
<h2>5.1.6</h2>
<p>Docker Digest for 5.1.6:
<em>sha256:0afd091e9d26ba1660ad54708ff1e853ffa1f437f057c91163b47d35155a852b</em></p>
<pre><code>New Methods:
    * Athena:
        * get_query_statistics()
<pre><code>* AppSync:
    * create_api()
    * create_channel_namespace()
    * delete_api()
    * delete_channel_namespace()
    * get_api()
    * list_apis()
    * list_channel_namespaces()

* CloudDirectory:
    * apply_schema()
    * create_schema()
    * delete_schema()
    * list_development_schema_arns()
    * list_published_schema_arns()
    * publish_schema()

* DirectConnect:
    * describe_tags()
    * tag_resource()
    * untag_resource()

* EC2:
    * modify_security_group_rules()

* Glue:
    * delete_resource_policy()

* SecurityHub:
    * describe_organization_configuration()
    * enable_organization_admin_account()
    * get_administrator_account()
    * update_organization_configuration()

* StepFunctions:
    * create_activity()
    * delete_activity()
    * describe_activity()
    * list_activities()
</code></pre>
<p>Miscellaneous:<br />
* CodeDeploy: get_deployment_group() now returns the
deploymentGroupId-attribute<br />
</code></pre></p>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/getmoto/moto/commit/f0eaecba7a3c9003dcdde4b4a7a6665d4501cf9b"><code>f0eaecb</code></a>
Pre-Release: Up Version Number</li>
<li><a
href="https://github.com/getmoto/moto/commit/fbe9f877805aba1660c4414257dcd8fc2b4be740"><code>fbe9f87</code></a>
Prep release 5.1.6 (<a
href="https://redirect.github.com/getmoto/moto/issues/8986">#8986</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/c7f32fd4cde9c48cd390dc4c963245929c5814a3"><code>c7f32fd</code></a>
chore: update SSM default parameters (<a
href="https://redirect.github.com/getmoto/moto/issues/8985">#8985</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/3b4568d50fcaf28a77589712c6857e074e551ecd"><code>3b4568d</code></a>
Route53: change_tags_for_resource(): Validate ZoneId parameter (<a
href="https://redirect.github.com/getmoto/moto/issues/8984">#8984</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/e12d7ed609a3193acf2da9a7009d3abfaa29f64e"><code>e12d7ed</code></a>
chore: update EC2 Instance Types (<a
href="https://redirect.github.com/getmoto/moto/issues/8983">#8983</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/3c3cf13394b3de9f63091f615e25fde5b2d8cde9"><code>3c3cf13</code></a>
chore: update EC2 Instance Offerings (<a
href="https://redirect.github.com/getmoto/moto/issues/8982">#8982</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/e3923635869d1f8230aa162ba4a0a6f13d62c336"><code>e392363</code></a>
Proxy: Test passthrough with local server (<a
href="https://redirect.github.com/getmoto/moto/issues/8981">#8981</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/8ee800235aaceb8be3fb5fc23288f358922e1dd4"><code>8ee8002</code></a>
DynamoDB: Verify KEYS_ONLY projection type against indexes (<a
href="https://redirect.github.com/getmoto/moto/issues/8980">#8980</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/a35fe8fa5808787b35bebf2000869b63d64a0474"><code>a35fe8f</code></a>
KMS: Use UTC time for deletion date (<a
href="https://redirect.github.com/getmoto/moto/issues/8973">#8973</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/e9bfc5548e4a5dcc9060fb4f48f02942c859dd61"><code>e9bfc55</code></a>
OpenSearch: TF compatibility; DomainConfig fixes (<a
href="https://redirect.github.com/getmoto/moto/issues/8975">#8975</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/getmoto/moto/compare/5.1.5...5.1.6">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
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---
 poetry.lock | 53 ++++++++++++++++++-----------------------------------
 1 file changed, 18 insertions(+), 35 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index bbd207d7bb..bd6d015cb6 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -58,7 +58,7 @@ description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -71,7 +71,7 @@ description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "aiohttp-3.12.12-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6f25e9d274d6abbb15254f76f100c3984d6b9ad6e66263cc60a465dd5c7e48f5"},
     {file = "aiohttp-3.12.12-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b8ec3c1a1c13d24941b5b913607e57b9364e4c0ea69d5363181467492c4b2ba6"},
@@ -201,7 +201,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -267,7 +267,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version <= \"3.10\""
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version <= \"3.10\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -284,7 +284,7 @@ files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
-markers = {main = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"}
+markers = {main = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"}
 
 [package.extras]
 benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
@@ -487,7 +487,7 @@ files = [
     {file = "boto3-1.37.3-py3-none-any.whl", hash = "sha256:2063b40af99fd02f6228ff52397b552ff3353831edaf8d25cc04801827ab9794"},
     {file = "boto3-1.37.3.tar.gz", hash = "sha256:21f3ce0ef111297e63a6eb998a25197b8c10982970c320d4c6e8db08be2157be"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.37.3,<1.38.0"
@@ -508,7 +508,7 @@ files = [
     {file = "botocore-1.37.3-py3-none-any.whl", hash = "sha256:d01bd3bf4c80e61fa88d636ad9f5c9f60a551d71549b481386c6b4efe0bb2b2e"},
     {file = "botocore-1.37.3.tar.gz", hash = "sha256:fe8403eb55a88faf9b0f9da6615e5bee7be056d75e17af66c3c8f0a3b0648da4"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -801,7 +801,6 @@ description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev", "docs"]
-markers = "python_version < \"3.10\""
 files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
     {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
@@ -810,22 +809,6 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
-[[package]]
-name = "click"
-version = "8.2.1"
-description = "Composable command line interface toolkit"
-optional = false
-python-versions = ">=3.10"
-groups = ["main", "dev", "docs"]
-markers = "python_version >= \"3.10\""
-files = [
-    {file = "click-8.2.1-py3-none-any.whl", hash = "sha256:61a3265b914e850b85317d0b3109c7f8cd35a670f963866005d6ef1d5175a12b"},
-    {file = "click-8.2.1.tar.gz", hash = "sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202"},
-]
-
-[package.dependencies]
-colorama = {version = "*", markers = "platform_system == \"Windows\""}
-
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -1489,7 +1472,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
 files = [
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cc4df77d638aa2ed703b878dd093725b72a824c3c546c076e8fdf276f78ee84a"},
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:716a9973a2cc963160394f701964fe25012600f3d311f60c790400b00e568b61"},
@@ -2263,7 +2246,7 @@ files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [[package]]
 name = "joserfc"
@@ -2860,14 +2843,14 @@ type = ["mypy (==1.14.1)"]
 
 [[package]]
 name = "moto"
-version = "5.1.5"
+version = "5.1.6"
 description = "A library that allows you to easily mock out tests based on AWS infrastructure"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "moto-5.1.5-py3-none-any.whl", hash = "sha256:866ae85eb5efe11a78f991127531878fd7f49177eb4a6680f47060430eb8932d"},
-    {file = "moto-5.1.5.tar.gz", hash = "sha256:42b362ea9a16181e8e7b615ac212c294b882f020e9ae02f01230f167926df84e"},
+    {file = "moto-5.1.6-py3-none-any.whl", hash = "sha256:e4a3092bc8fe9139caa77cd34cdcbad804de4d9671e2270ea3b4d53f5c645047"},
+    {file = "moto-5.1.6.tar.gz", hash = "sha256:baf7afa9d4a92f07277b29cf466d0738f25db2ed2ee12afcb1dc3f2c540beebd"},
 ]
 
 [package.dependencies]
@@ -3058,7 +3041,7 @@ description = "multidict implementation"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "multidict-6.4.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:8adee3ac041145ffe4488ea73fa0a622b464cc25340d98be76924d0cda8545ff"},
     {file = "multidict-6.4.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b61e98c3e2a861035aaccd207da585bdcacef65fe01d7a0d07478efac005e028"},
@@ -3784,7 +3767,7 @@ description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:22d9962a358aedbb7a2e36187ff273adeaab9743373a272976d2e348d08c7770"},
     {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0d0fda578d1dc3f77b6b5a5dce3b9ad69a8250a891760a548df850a5e8da87f3"},
@@ -4111,7 +4094,7 @@ files = [
     {file = "pyarrow-20.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:9965a050048ab02409fb7cbbefeedba04d3d67f2cc899eff505cc084345959ca"},
     {file = "pyarrow-20.0.0.tar.gz", hash = "sha256:febc4a913592573c8d5805091a6c2b5064c8bd6e002131f01061797d91c783c1"},
 ]
-markers = {main = "extra == \"pyarrow\" or extra == \"pandas\" or extra == \"duckdb\" or extra == \"ray\" or extra == \"daft\""}
+markers = {main = "extra == \"daft\" or extra == \"duckdb\" or extra == \"pandas\" or extra == \"pyarrow\" or extra == \"ray\""}
 
 [package.extras]
 test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
@@ -5240,7 +5223,7 @@ files = [
     {file = "s3transfer-0.11.3-py3-none-any.whl", hash = "sha256:ca855bdeb885174b5ffa95b9913622459d4ad8e331fc98eb01e6d5eb6a30655d"},
     {file = "s3transfer-0.11.3.tar.gz", hash = "sha256:edae4977e3a122445660c7c114bba949f9d191bae3b34a096f18a1c8c354527a"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.36.0,<2.0a.0"
@@ -5748,7 +5731,7 @@ description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"hf\" or extra == \"daft\""
+markers = "extra == \"daft\" or extra == \"hf\""
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -6033,7 +6016,7 @@ description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6032e6da6abd41e4acda34d75a816012717000fa6839f37124a47fcefc49bec4"},
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2c7b34d804b8cf9b214f05015c4fee2ebe7ed05cf581e7192c06555c71f4446a"},

From 9664cf1d58902addb01115839ace779d71399cfe Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 16 Jun 2025 23:42:58 -0400
Subject: [PATCH 227/357] Build: Bump cachetools from 5.5.2 to 6.1.0 (#2101)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [cachetools](https://github.com/tkem/cachetools) from 5.5.2 to
6.1.0.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/tkem/cachetools/blob/master/CHANGELOG.rst">cachetools's
changelog</a>.</em></p>
<blockquote>
<h1>v6.1.0 (2025-06-16)</h1>
<ul>
<li>
<p>Improve <code>LFUCache</code> insertion performance by switching to
an
implementation based on the <code>cacheing
&lt;https://pypi.org/project/cacheing/&gt;</code>_ library.</p>
</li>
<li>
<p>Update CI environment.</p>
</li>
</ul>
<h1>v6.0.0 (2025-05-23)</h1>
<ul>
<li>
<p>Require Python 3.9 or later (breaking change).</p>
</li>
<li>
<p>Remove <code>MRUCache</code> and the <code>@func.mru_cache</code>
decorator (breaking
change).</p>
</li>
<li>
<p>Add an optional <code>condition</code> parameter to the
<code>@cached</code> and
<code>@cachedmethod</code> decorators, which, when used with a
<code>threading.Condition</code> instance, should improve <code>cache
stampede &lt;https://en.wikipedia.org/wiki/Cache_stampede&gt;</code>_
issues in massively
parallel environments.  Note that this will inflict some performance
penalty, and therefore has to be enabled explicitly.</p>
</li>
<li>
<p>Convert the <code>cachetools.func</code> decorators to use a
<code>threading.Condition</code> instance to deal with <code>cache
stampede &lt;https://en.wikipedia.org/wiki/Cache_stampede&gt;</code>_
issues. Note that
this <em>may</em> result in a noticable performance degradation,
depending
on your actual use case.</p>
</li>
<li>
<p>Deprecate support for <code>cache(self)</code> returning
<code>None</code> to suppress
caching with the <code>@cachedmethod</code> decorator.</p>
</li>
<li>
<p>Improve documentation.</p>
</li>
<li>
<p>Update CI environment.</p>
</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/tkem/cachetools/commit/bb6d71a745785429b14aae30b7752f4765dc35c3"><code>bb6d71a</code></a>
Release v6.1.0.</li>
<li><a
href="https://github.com/tkem/cachetools/commit/77a9c59e3324496a79e6c4d5a7b5bfdb9a7f7f42"><code>77a9c59</code></a>
Fix <a
href="https://redirect.github.com/tkem/cachetools/issues/260">#260</a>:
Use LFUCache implementation based on Blake Reid's &quot;cacheing&quot;
library.</li>
<li><a
href="https://github.com/tkem/cachetools/commit/b1d4eb2972ca8f0ab49e22eae3bb47c1eb8b552c"><code>b1d4eb2</code></a>
Bump codecov/codecov-action from 5.4.2 to 5.4.3</li>
<li><a
href="https://github.com/tkem/cachetools/commit/820b154494e91aa5bfe63a3fa2033c63a9c84603"><code>820b154</code></a>
Refactor <a
href="https://github.com/cachedmethod"><code>@​cachedmethod</code></a>
unit tests.</li>
<li><a
href="https://github.com/tkem/cachetools/commit/e497575fcb4d29dfb773824956539215db964059"><code>e497575</code></a>
Release v6.0.0.</li>
<li><a
href="https://github.com/tkem/cachetools/commit/0a8f391979f72f3237be8cdb79d6128dd5caeb93"><code>0a8f391</code></a>
Update related projects section.</li>
<li><a
href="https://github.com/tkem/cachetools/commit/3afef37bdbf8fa8f6dddbc303ecd91c9fd32ab01"><code>3afef37</code></a>
Pre-release v6.0.0b4.</li>
<li><a
href="https://github.com/tkem/cachetools/commit/34815dd03f5954272e0f06c1571e871ed1cfb5f4"><code>34815dd</code></a>
Update documentation for v6.0.0.</li>
<li><a
href="https://github.com/tkem/cachetools/commit/8854b5075a63adee657a9f32485b026b6e33a29a"><code>8854b50</code></a>
Add intersphinx extension.</li>
<li><a
href="https://github.com/tkem/cachetools/commit/0af4a07f371120521370a11e38473e21ec2ea6a1"><code>0af4a07</code></a>
Bump codecov/codecov-action from 5.4.0 to 5.4.2</li>
<li>Additional commits viewable in <a
href="https://github.com/tkem/cachetools/compare/v5.5.2...v6.1.0">compare
view</a></li>
</ul>
</details>
<br />


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You can trigger Dependabot actions by commenting on this PR:
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---
 poetry.lock | 186 ++++++++++++++--------------------------------------
 1 file changed, 50 insertions(+), 136 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index bd6d015cb6..7268d20246 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -550,14 +550,14 @@ virtualenv = ["virtualenv (>=20.0.35)"]
 
 [[package]]
 name = "cachetools"
-version = "5.5.2"
+version = "6.1.0"
 description = "Extensible memoizing collections and decorators"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "cachetools-5.5.2-py3-none-any.whl", hash = "sha256:d26a22bcc62eb95c3beabd9f1ee5e820d3d2704fe2967cbe350e20c8ffcd3f0a"},
-    {file = "cachetools-5.5.2.tar.gz", hash = "sha256:1a661caa9175d26759571b2e19580f9d6393969e5dfca11fdb1f947a23e640d4"},
+    {file = "cachetools-6.1.0-py3-none-any.whl", hash = "sha256:1c7bb3cf9193deaf3508b7c5f2a79986c13ea38965c5adcff1f84519cf39163e"},
+    {file = "cachetools-6.1.0.tar.gz", hash = "sha256:b4c4f404392848db3ce7aac34950d17be4d864da4b8b66911008e430bc544587"},
 ]
 
 [[package]]
@@ -1704,76 +1704,65 @@ dev = ["flake8", "markdown", "twine", "wheel"]
 
 [[package]]
 name = "google-api-core"
-version = "2.25.0"
+version = "1.16.0"
 description = "Google API client core library"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
-    {file = "google_api_core-2.25.0-py3-none-any.whl", hash = "sha256:1db79d1281dcf9f3d10023283299ba38f3dc9f639ec41085968fd23e5bcf512e"},
-    {file = "google_api_core-2.25.0.tar.gz", hash = "sha256:9b548e688702f82a34ed8409fb8a6961166f0b7795032f0be8f48308dff4333a"},
+    {file = "google-api-core-1.16.0.tar.gz", hash = "sha256:92e962a087f1c4b8d1c5c88ade1c1dfd550047dcffb320c57ef6a534a20403e2"},
+    {file = "google_api_core-1.16.0-py2.py3-none-any.whl", hash = "sha256:859f7392676761f2b160c6ee030c3422135ada4458f0948c5690a6a7c8d86294"},
 ]
 
 [package.dependencies]
-google-auth = ">=2.14.1,<3.0.0"
-googleapis-common-protos = ">=1.56.2,<2.0.0"
-proto-plus = [
-    {version = ">=1.22.3,<2.0.0"},
-    {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""},
-]
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
-requests = ">=2.18.0,<3.0.0"
+google-auth = ">=0.4.0,<2.0dev"
+googleapis-common-protos = ">=1.6.0,<2.0dev"
+protobuf = ">=3.4.0"
+pytz = "*"
+requests = ">=2.18.0,<3.0.0dev"
+setuptools = ">=34.0.0"
+six = ">=1.10.0"
 
 [package.extras]
-async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.0)"]
-grpc = ["grpcio (>=1.33.2,<2.0.0)", "grpcio (>=1.49.1,<2.0.0) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.0)", "grpcio-status (>=1.49.1,<2.0.0) ; python_version >= \"3.11\""]
-grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"]
-grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"]
+grpc = ["grpcio (>=1.8.2,<2.0dev)"]
+grpcgcp = ["grpcio-gcp (>=0.2.2)"]
+grpcio-gcp = ["grpcio-gcp (>=0.2.2)"]
 
 [[package]]
 name = "google-auth"
-version = "2.40.3"
+version = "1.6.3"
 description = "Google Authentication Library"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
-    {file = "google_auth-2.40.3-py2.py3-none-any.whl", hash = "sha256:1370d4593e86213563547f97a92752fc658456fe4514c809544f330fed45a7ca"},
-    {file = "google_auth-2.40.3.tar.gz", hash = "sha256:500c3a29adedeb36ea9cf24b8d10858e152f2412e3ca37829b3fa18e33d63b77"},
+    {file = "google-auth-1.6.3.tar.gz", hash = "sha256:0f7c6a64927d34c1a474da92cfc59e552a5d3b940d3266606c6a28b72888b9e4"},
+    {file = "google_auth-1.6.3-py2.py3-none-any.whl", hash = "sha256:20705f6803fd2c4d1cc2dcb0df09d4dfcb9a7d51fd59e94a3a28231fd93119ed"},
 ]
 
 [package.dependencies]
-cachetools = ">=2.0.0,<6.0"
+cachetools = ">=2.0.0"
 pyasn1-modules = ">=0.2.1"
-rsa = ">=3.1.4,<5"
-
-[package.extras]
-aiohttp = ["aiohttp (>=3.6.2,<4.0.0)", "requests (>=2.20.0,<3.0.0)"]
-enterprise-cert = ["cryptography", "pyopenssl"]
-pyjwt = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
-pyopenssl = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
-reauth = ["pyu2f (>=0.1.5)"]
-requests = ["requests (>=2.20.0,<3.0.0)"]
-testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"]
-urllib3 = ["packaging", "urllib3"]
+rsa = ">=3.1.4"
+six = ">=1.9.0"
 
 [[package]]
 name = "google-auth-oauthlib"
-version = "1.2.2"
+version = "0.5.3"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.6"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
-    {file = "google_auth_oauthlib-1.2.2-py3-none-any.whl", hash = "sha256:fd619506f4b3908b5df17b65f39ca8d66ea56986e5472eb5978fd8f3786f00a2"},
-    {file = "google_auth_oauthlib-1.2.2.tar.gz", hash = "sha256:11046fb8d3348b296302dd939ace8af0a724042e8029c1b872d87fabc9f41684"},
+    {file = "google-auth-oauthlib-0.5.3.tar.gz", hash = "sha256:307d21918d61a0741882ad1fd001c67e68ad81206451d05fc4d26f79de56fc90"},
+    {file = "google_auth_oauthlib-0.5.3-py2.py3-none-any.whl", hash = "sha256:9e8ff4ed2b21c174a2d6cc2172c698dbf0b1f686509774c663a83c495091fe09"},
 ]
 
 [package.dependencies]
-google-auth = ">=2.15.0"
+google-auth = ">=1.0.0"
 requests-oauthlib = ">=0.7.0"
 
 [package.extras]
@@ -1781,115 +1770,58 @@ tool = ["click (>=6.0.0)"]
 
 [[package]]
 name = "google-cloud-core"
-version = "2.4.3"
+version = "1.4.0"
 description = "Google Cloud API client core library"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
-    {file = "google_cloud_core-2.4.3-py2.py3-none-any.whl", hash = "sha256:5130f9f4c14b4fafdff75c79448f9495cfade0d8775facf1b09c3bf67e027f6e"},
-    {file = "google_cloud_core-2.4.3.tar.gz", hash = "sha256:1fab62d7102844b278fe6dead3af32408b1df3eb06f5c7e8634cbd40edc4da53"},
+    {file = "google-cloud-core-1.4.0.tar.gz", hash = "sha256:07a024a26c4eb14ee3df7e6e5021c04f8f7e9f0e83d3d47863229f3635f871ce"},
+    {file = "google_cloud_core-1.4.0-py2.py3-none-any.whl", hash = "sha256:e84d4a05c58fc905b9340118e257cd043e9c02a6d31168182204afe4afd521eb"},
 ]
 
 [package.dependencies]
-google-api-core = ">=1.31.6,<2.0.dev0 || >2.3.0,<3.0.0dev"
-google-auth = ">=1.25.0,<3.0dev"
+google-api-core = ">=1.16.0,<2.0.0dev"
 
 [package.extras]
-grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
+grpc = ["grpcio (>=1.8.2,<2.0dev)"]
 
 [[package]]
 name = "google-cloud-storage"
-version = "3.1.0"
+version = "1.23.0"
 description = "Google Cloud Storage API client library"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
-    {file = "google_cloud_storage-3.1.0-py2.py3-none-any.whl", hash = "sha256:eaf36966b68660a9633f03b067e4a10ce09f1377cae3ff9f2c699f69a81c66c6"},
-    {file = "google_cloud_storage-3.1.0.tar.gz", hash = "sha256:944273179897c7c8a07ee15f2e6466a02da0c7c4b9ecceac2a26017cb2972049"},
+    {file = "google-cloud-storage-1.23.0.tar.gz", hash = "sha256:c66e876ae9547884fa42566a2ebfec51d280f488d7a058af9611ba90c78bed78"},
+    {file = "google_cloud_storage-1.23.0-py2.py3-none-any.whl", hash = "sha256:9f59c100d3940e38567c48d54cf1a2e7591a2f38e9693dfc11a242d5e54a1626"},
 ]
 
 [package.dependencies]
-google-api-core = ">=2.15.0,<3.0.0dev"
-google-auth = ">=2.26.1,<3.0dev"
-google-cloud-core = ">=2.4.2,<3.0dev"
-google-crc32c = ">=1.0,<2.0dev"
-google-resumable-media = ">=2.7.2"
-requests = ">=2.18.0,<3.0.0dev"
-
-[package.extras]
-protobuf = ["protobuf (<6.0.0dev)"]
-tracing = ["opentelemetry-api (>=1.1.0)"]
-
-[[package]]
-name = "google-crc32c"
-version = "1.7.1"
-description = "A python wrapper of the C library 'Google CRC32C'"
-optional = true
-python-versions = ">=3.9"
-groups = ["main"]
-markers = "extra == \"gcsfs\""
-files = [
-    {file = "google_crc32c-1.7.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:b07d48faf8292b4db7c3d64ab86f950c2e94e93a11fd47271c28ba458e4a0d76"},
-    {file = "google_crc32c-1.7.1-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:7cc81b3a2fbd932a4313eb53cc7d9dde424088ca3a0337160f35d91826880c1d"},
-    {file = "google_crc32c-1.7.1-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:1c67ca0a1f5b56162951a9dae987988679a7db682d6f97ce0f6381ebf0fbea4c"},
-    {file = "google_crc32c-1.7.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fc5319db92daa516b653600794d5b9f9439a9a121f3e162f94b0e1891c7933cb"},
-    {file = "google_crc32c-1.7.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dcdf5a64adb747610140572ed18d011896e3b9ae5195f2514b7ff678c80f1603"},
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-    {file = "google_crc32c-1.7.1.tar.gz", hash = "sha256:2bff2305f98846f3e825dbeec9ee406f89da7962accdb29356e4eadc251bd472"},
-]
-
-[package.extras]
-testing = ["pytest"]
+google-auth = ">=1.2.0"
+google-cloud-core = ">=1.0.3,<2.0dev"
+google-resumable-media = ">=0.5.0,<0.6dev"
 
 [[package]]
 name = "google-resumable-media"
-version = "2.7.2"
+version = "0.5.1"
 description = "Utilities for Google Media Downloads and Resumable Uploads"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
-    {file = "google_resumable_media-2.7.2-py2.py3-none-any.whl", hash = "sha256:3ce7551e9fe6d99e9a126101d2536612bb73486721951e9562fee0f90c6ababa"},
-    {file = "google_resumable_media-2.7.2.tar.gz", hash = "sha256:5280aed4629f2b60b847b0d42f9857fd4935c11af266744df33d8074cae92fe0"},
+    {file = "google-resumable-media-0.5.1.tar.gz", hash = "sha256:97155236971970382b738921f978a6f86a7b5a0b0311703d991e065d3cb55773"},
+    {file = "google_resumable_media-0.5.1-py2.py3-none-any.whl", hash = "sha256:cdc64378dc9a7a7bf963a8d0c944c99b549dc0c195a9acbf1fcd465f380b9002"},
 ]
 
 [package.dependencies]
-google-crc32c = ">=1.0,<2.0dev"
+six = "*"
 
 [package.extras]
-aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)", "google-auth (>=1.22.0,<2.0dev)"]
 requests = ["requests (>=2.18.0,<3.0.0dev)"]
 
 [[package]]
@@ -3869,25 +3801,6 @@ files = [
     {file = "propcache-0.3.2.tar.gz", hash = "sha256:20d7d62e4e7ef05f221e0db2856b979540686342e7dd9973b815599c7057e168"},
 ]
 
-[[package]]
-name = "proto-plus"
-version = "1.26.1"
-description = "Beautiful, Pythonic protocol buffers"
-optional = true
-python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"gcsfs\""
-files = [
-    {file = "proto_plus-1.26.1-py3-none-any.whl", hash = "sha256:13285478c2dcf2abb829db158e1047e2f1e8d63a077d94263c2b88b043c75a66"},
-    {file = "proto_plus-1.26.1.tar.gz", hash = "sha256:21a515a4c4c0088a773899e23c7bbade3d18f9c66c73edd4c7ee3816bc96a012"},
-]
-
-[package.dependencies]
-protobuf = ">=3.19.0,<7.0.0"
-
-[package.extras]
-testing = ["google-api-core (>=1.31.5)"]
-
 [[package]]
 name = "protobuf"
 version = "6.31.1"
@@ -4604,7 +4517,7 @@ description = "World timezone definitions, modern and historical"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"pandas\" or extra == \"ray\""
+markers = "extra == \"gcsfs\" or extra == \"pandas\" or extra == \"ray\""
 files = [
     {file = "pytz-2025.2-py2.py3-none-any.whl", hash = "sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00"},
     {file = "pytz-2025.2.tar.gz", hash = "sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3"},
@@ -5237,11 +5150,12 @@ version = "80.9.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "setuptools-80.9.0-py3-none-any.whl", hash = "sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922"},
     {file = "setuptools-80.9.0.tar.gz", hash = "sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c"},
 ]
+markers = {main = "extra == \"gcsfs\""}
 
 [package.extras]
 check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\"", "ruff (>=0.8.0) ; sys_platform != \"cygwin\""]

From 0dd098c1f7a4b7e3367c836d8f476a271ad3b687 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 16 Jun 2025 23:43:21 -0400
Subject: [PATCH 228/357] Build: Bump huggingface-hub from 0.32.5 to 0.33.0
 (#2103)

Bumps [huggingface-hub](https://github.com/huggingface/huggingface_hub)
from 0.32.5 to 0.33.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/huggingface/huggingface_hub/releases">huggingface-hub's
releases</a>.</em></p>
<blockquote>
<h2>[v0.32.6] [Upload large folder] fix for wrongly saved
upload_mode/remote_oid</h2>
<ul>
<li>Fix for wrongly saved upload_mode/remote_oid <a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3113">#3113</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/huggingface/huggingface_hub/compare/v0.32.5...v0.32.6">https://github.com/huggingface/huggingface_hub/compare/v0.32.5...v0.32.6</a></p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/d5dff4efd9187cc5c56246f416d666ea1f808cb0"><code>d5dff4e</code></a>
Release: v0.33.0</li>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/9d1e603aeb940263556b795b26f6a0ca361c2ca9"><code>9d1e603</code></a>
Release: v0.33.0.rc0</li>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/a0429e76beb78d9aaa635fdb73c5408b1783415a"><code>a0429e7</code></a>
ADd Groq provider (<a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3157">#3157</a>)</li>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/4cc31432f0875946250b3ccbfe2fcf56af2fca74"><code>4cc3143</code></a>
Added Hindi translation for git_vs_http.md in concepts section (<a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3156">#3156</a>)</li>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/85853e379276ebe235f306171aabb6043a880218"><code>85853e3</code></a>
Inject env var in headers + better type annotations (<a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3142">#3142</a>)</li>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/8809f4412b3ff975db4cb9e598e2e758669ceec9"><code>8809f44</code></a>
fix table question answering (<a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3154">#3154</a>)</li>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/c329d567b9e0580f1d2152835aae3219c5f8f8fa"><code>c329d56</code></a>
[Inference Providers] Raise warning if provider's status is in error
mode (<a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3">#3</a>...</li>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/987dadc80ee7fcd4218e9e90f49d3590ac51a1c5"><code>987dadc</code></a>
[MCP] reinject JSON parse &amp; runtime tool errors back into the chat
history (#...</li>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/b4c01ed5ee18b2b1a2099fe485bbb969a0730aa4"><code>b4c01ed</code></a>
Fix inference search (<a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3022">#3022</a>)</li>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/28554021b7655a7d844c32e423d18a5ee1845599"><code>2855402</code></a>
[Internal] prepare for 0.33.0 release (<a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3138">#3138</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/huggingface/huggingface_hub/compare/v0.32.5...v0.33.0">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=huggingface-hub&package-manager=pip&previous-version=0.32.5&new-version=0.33.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

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You can trigger Dependabot actions by commenting on this PR:
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---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 7268d20246..60c4d56b3c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1966,15 +1966,15 @@ tests = ["pytest"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.32.5"
+version = "0.33.0"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = true
 python-versions = ">=3.8.0"
 groups = ["main"]
 markers = "extra == \"hf\""
 files = [
-    {file = "huggingface_hub-0.32.5-py3-none-any.whl", hash = "sha256:6df8d5f42034a1b61daac60eed04acf348d337a4bd83aa448d4235cfb003e379"},
-    {file = "huggingface_hub-0.32.5.tar.gz", hash = "sha256:8328f848218e3212647cec77eab9fdfc2590e8117d979b925439bc01042a20de"},
+    {file = "huggingface_hub-0.33.0-py3-none-any.whl", hash = "sha256:e8668875b40c68f9929150d99727d39e5ebb8a05a98e4191b908dc7ded9074b3"},
+    {file = "huggingface_hub-0.33.0.tar.gz", hash = "sha256:aa31f70d29439d00ff7a33837c03f1f9dd83971ce4e29ad664d63ffb17d3bb97"},
 ]
 
 [package.dependencies]

From 491c32f8e1c353224dc2c08f3d85929763858199 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 16 Jun 2025 23:43:32 -0400
Subject: [PATCH 229/357] Build: Bump typing-extensions from 4.13.2 to 4.14.0
 (#2104)

Bumps [typing-extensions](https://github.com/python/typing_extensions)
from 4.13.2 to 4.14.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/python/typing_extensions/releases">typing-extensions's
releases</a>.</em></p>
<blockquote>
<h2>4.14.0</h2>
<p>This release adds several new features, including experimental
support for inline typed dictionaries (<a
href="https://peps.python.org/pep-0764/">PEP 764</a>) and sentinels (<a
href="https://peps.python.org/pep-0661/">PEP 661</a>), and support for
changes in Python 3.14. In addition, Python 3.8 is no longer
supported.</p>
<p>Changes since 4.14.0rc1:</p>
<ul>
<li>Remove <code>__or__</code> and <code>__ror__</code> methods from
<code>typing_extensions.Sentinel</code>
on Python versions &lt;3.10. PEP 604 was introduced in Python 3.10, and
<code>typing_extensions</code> does not generally attempt to backport
PEP-604 methods
to prior versions.</li>
<li>Further update <code>typing_extensions.evaluate_forward_ref</code>
with changes in Python 3.14.</li>
</ul>
<p>Changes included in 4.14.0rc1:</p>
<ul>
<li>Drop support for Python 3.8 (including PyPy-3.8). Patch by <a
href="https://github.com/Viicos">Victorien Plot</a>.</li>
<li>Do not attempt to re-export names that have been removed from
<code>typing</code>,
anticipating the removal of <code>typing.no_type_check_decorator</code>
in Python 3.15.
Patch by Jelle Zijlstra.</li>
<li>Update <code>typing_extensions.Format</code>,
<code>typing_extensions.evaluate_forward_ref</code>, and
<code>typing_extensions.TypedDict</code> to align
with changes in Python 3.14. Patches by Jelle Zijlstra.</li>
<li>Fix tests for Python 3.14 and 3.15. Patches by Jelle Zijlstra.</li>
</ul>
<p>New features:</p>
<ul>
<li>Add support for inline typed dictionaries (<a
href="https://peps.python.org/pep-0764/">PEP 764</a>).
Patch by <a href="https://github.com/Viicos">Victorien Plot</a>.</li>
<li>Add <code>typing_extensions.Reader</code> and
<code>typing_extensions.Writer</code>. Patch by
Sebastian Rittau.</li>
<li>Add support for sentinels (<a
href="https://peps.python.org/pep-0661/">PEP 661</a>). Patch by
<a href="https://github.com/Viicos">Victorien Plot</a>.</li>
</ul>
<h2>4.14.0rc1</h2>
<p>Major changes:</p>
<ul>
<li>Drop support for Python 3.8 (including PyPy-3.8). Patch by <a
href="https://github.com/Viicos">Victorien Plot</a>.</li>
<li>Do not attempt to re-export names that have been removed from
<code>typing</code>,
anticipating the removal of <code>typing.no_type_check_decorator</code>
in Python 3.15.
Patch by Jelle Zijlstra.</li>
<li>Update <code>typing_extensions.Format</code>,
<code>typing_extensions.evaluate_forward_ref</code>, and
<code>typing_extensions.TypedDict</code> to align
with changes in Python 3.14. Patches by Jelle Zijlstra.</li>
<li>Fix tests for Python 3.14 and 3.15. Patches by Jelle Zijlstra.</li>
</ul>
<p>New features:</p>
<ul>
<li>Add support for inline typed dictionaries (<a
href="https://peps.python.org/pep-0764/">PEP 764</a>).
Patch by <a href="https://github.com/Viicos">Victorien Plot</a>.</li>
<li>Add <code>typing_extensions.Reader</code> and
<code>typing_extensions.Writer</code>. Patch by
Sebastian Rittau.</li>
<li>Add support for sentinels (<a
href="https://peps.python.org/pep-0661/">PEP 661</a>). Patch by</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/python/typing_extensions/blob/main/CHANGELOG.md">typing-extensions's
changelog</a>.</em></p>
<blockquote>
<h1>Release 4.14.0 (June 2, 2025)</h1>
<p>Changes since 4.14.0rc1:</p>
<ul>
<li>Remove <code>__or__</code> and <code>__ror__</code> methods from
<code>typing_extensions.Sentinel</code>
on Python versions &lt;3.10. PEP 604 was introduced in Python 3.10, and
<code>typing_extensions</code> does not generally attempt to backport
PEP-604 methods
to prior versions.</li>
<li>Further update <code>typing_extensions.evaluate_forward_ref</code>
with changes in Python 3.14.</li>
</ul>
<h1>Release 4.14.0rc1 (May 24, 2025)</h1>
<ul>
<li>Drop support for Python 3.8 (including PyPy-3.8). Patch by <a
href="https://github.com/Viicos">Victorien Plot</a>.</li>
<li>Do not attempt to re-export names that have been removed from
<code>typing</code>,
anticipating the removal of <code>typing.no_type_check_decorator</code>
in Python 3.15.
Patch by Jelle Zijlstra.</li>
<li>Update <code>typing_extensions.Format</code>,
<code>typing_extensions.evaluate_forward_ref</code>, and
<code>typing_extensions.TypedDict</code> to align
with changes in Python 3.14. Patches by Jelle Zijlstra.</li>
<li>Fix tests for Python 3.14 and 3.15. Patches by Jelle Zijlstra.</li>
</ul>
<p>New features:</p>
<ul>
<li>Add support for inline typed dictionaries (<a
href="https://peps.python.org/pep-0764/">PEP 764</a>).
Patch by <a href="https://github.com/Viicos">Victorien Plot</a>.</li>
<li>Add <code>typing_extensions.Reader</code> and
<code>typing_extensions.Writer</code>. Patch by
Sebastian Rittau.</li>
<li>Add support for sentinels (<a
href="https://peps.python.org/pep-0661/">PEP 661</a>). Patch by
<a href="https://github.com/Viicos">Victorien Plot</a>.</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/python/typing_extensions/commit/b07d24525615ba9377e47aaf5a26650a2517b2c4"><code>b07d245</code></a>
Prepare release 4.14.0 (<a
href="https://redirect.github.com/python/typing_extensions/issues/612">#612</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/fcf5265b3040337db1cfd6b786648a8ed0aeb0bf"><code>fcf5265</code></a>
Backport evaluate_forward_ref() changes (<a
href="https://redirect.github.com/python/typing_extensions/issues/611">#611</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/fadc1edbcfd942074007875007870c1df6acd4d0"><code>fadc1ed</code></a>
Remove PEP-604 methods from <code>Sentinel</code> on Python &lt;3.10 (<a
href="https://redirect.github.com/python/typing_extensions/issues/605">#605</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/44de568f73a93f29e52c2fc2d5f149305a4a3bae"><code>44de568</code></a>
Add 3.14 to project classifiers and tox.ini (<a
href="https://redirect.github.com/python/typing_extensions/issues/604">#604</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/36cc47605804318bf40ee26d765de2070741c25c"><code>36cc476</code></a>
Prepare release 4.14.0rc1 (<a
href="https://redirect.github.com/python/typing_extensions/issues/603">#603</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/ec1876c65000ac86faade29552245178918a7a69"><code>ec1876c</code></a>
More fixes for 3.14 and 3.15 (<a
href="https://redirect.github.com/python/typing_extensions/issues/602">#602</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/e89d789104978ba0f3abdb52b1592aa28fedd00f"><code>e89d789</code></a>
Update <code>_caller()</code> implementation (<a
href="https://redirect.github.com/python/typing_extensions/issues/598">#598</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/34bfd8423a22797619b14aa622ac0be82f6bf50d"><code>34bfd84</code></a>
third party: fix typeguard (<a
href="https://redirect.github.com/python/typing_extensions/issues/600">#600</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/479dae13d084c070301aa91265d1af278b181457"><code>479dae1</code></a>
Add support for sentinels (PEP 661) (<a
href="https://redirect.github.com/python/typing_extensions/issues/594">#594</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/f74a56a725e8d60727fccbeebe0dd71037bdf4bb"><code>f74a56a</code></a>
Update PEP 649/749 implementation (<a
href="https://redirect.github.com/python/typing_extensions/issues/596">#596</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/python/typing_extensions/compare/4.13.2...4.14.0">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock    | 12 ++++++------
 pyproject.toml |  2 +-
 2 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 60c4d56b3c..71c7943180 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -5663,14 +5663,14 @@ telegram = ["requests"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.13.2"
-description = "Backported and Experimental Type Hints for Python 3.8+"
+version = "4.14.0"
+description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev", "docs"]
 files = [
-    {file = "typing_extensions-4.13.2-py3-none-any.whl", hash = "sha256:a439e7c04b49fec3e5d3e2beaa21755cadbbdc391694e28ccdd36ca4a1408f8c"},
-    {file = "typing_extensions-4.13.2.tar.gz", hash = "sha256:e6c81219bd689f51865d9e372991c540bda33a0379d5573cddb9a3a23f7caaef"},
+    {file = "typing_extensions-4.14.0-py3-none-any.whl", hash = "sha256:a1514509136dd0b477638fc68d6a91497af5076466ad0fa6c338e44e359944af"},
+    {file = "typing_extensions-4.14.0.tar.gz", hash = "sha256:8676b788e32f02ab42d9e7c61324048ae4c6d844a399eebace3d4979d75ceef4"},
 ]
 markers = {docs = "python_version <= \"3.10\""}
 
@@ -6203,4 +6203,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "7e2fa5ddc3b2389fc07541d6f2d4b4136cec8bef32dbe1dec13199818ef88212"
+content-hash = "c2f45d4d591caedd7d513922884de881cf4ef30a8b431a5ceb6bb9e56711a669"
diff --git a/pyproject.toml b/pyproject.toml
index d759a95f3e..4e479e9d0e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -94,7 +94,7 @@ fastavro = "1.11.1"
 coverage = { version = "^7.4.2", extras = ["toml"] }
 requests-mock = "1.12.1"
 moto = { version = "^5.0.2", extras = ["server"] }
-typing-extensions = "4.13.2"
+typing-extensions = "4.14.0"
 pytest-mock = "3.14.1"
 pyspark = "3.5.6"
 cython = "3.1.2"

From ea2885a56543acaecb6048a2ea0ea1aada3fddb9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 16 Jun 2025 23:43:51 -0400
Subject: [PATCH 230/357] Build: Bump duckdb from 1.3.0 to 1.3.1 (#2105)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
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Rebasing might not happen immediately, so don't worry if this takes some
time.

Note: if you make any changes to this PR yourself, they will take
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---

[//]: # (dependabot-end)

Bumps [duckdb](https://github.com/duckdb/duckdb) from 1.3.0 to 1.3.1.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/duckdb/duckdb/releases">duckdb's
releases</a>.</em></p>
<blockquote>
<h2>v1.3.1 Bugfix Release</h2>
<p>This is a bug fix release for various issues discovered after we
released 1.3.0 &quot;Ossivalis&quot;. There are no new major features,
just bug fixes. Database files created by DuckDB versions all the way
back to v0.9 can be read by this version.</p>
<h2>What's Changed</h2>
<ul>
<li>MultiFileReader: Fix for handling nested list/map default values by
<a href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17589">duckdb/duckdb#17589</a></li>
<li>Signed to Unsigned is not reversible by <a
href="https://github.com/Tmonster"><code>@​Tmonster</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17571">duckdb/duckdb#17571</a></li>
<li>[Dev][CLI] Use an unused bit for
<code>DUCKDB_LATEST_STORAGE_VERSION</code> by <a
href="https://github.com/Tishj"><code>@​Tishj</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17598">duckdb/duckdb#17598</a></li>
<li>minor restructure MAIN_BRANCH_VERSIONING by <a
href="https://github.com/c-herrewijn"><code>@​c-herrewijn</code></a> in
<a
href="https://redirect.github.com/duckdb/duckdb/pull/17601">duckdb/duckdb#17601</a></li>
<li>Main branch versioning set to false by <a
href="https://github.com/c-herrewijn"><code>@​c-herrewijn</code></a> in
<a
href="https://redirect.github.com/duckdb/duckdb/pull/17602">duckdb/duckdb#17602</a></li>
<li>Generate correct UUID v7 by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17612">duckdb/duckdb#17612</a></li>
<li>Issue <a
href="https://redirect.github.com/duckdb/duckdb/issues/17606">#17606</a>:
Disable TIMESTAMPTZ Casts by <a
href="https://github.com/hawkfish"><code>@​hawkfish</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17614">duckdb/duckdb#17614</a></li>
<li>Bugfixes by <a
href="https://github.com/lnkuiper"><code>@​lnkuiper</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17543">duckdb/duckdb#17543</a></li>
<li>Improve Windows lock conflict error by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17622">duckdb/duckdb#17622</a></li>
<li>Actually initialize in batch copy to file by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17627">duckdb/duckdb#17627</a></li>
<li>Issue <a
href="https://redirect.github.com/duckdb/duckdb/issues/17621">#17621</a>:
Streaming Window Reset by <a
href="https://github.com/hawkfish"><code>@​hawkfish</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17649">duckdb/duckdb#17649</a></li>
<li>CLI: Print codename for '-version' by <a
href="https://github.com/szarnyasg"><code>@​szarnyasg</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17637">duckdb/duckdb#17637</a></li>
<li>[Python][Dev] Ignore <code>DYNAMIC_FILTER</code> TableFilters in
filter pushdown by <a
href="https://github.com/Tishj"><code>@​Tishj</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17657">duckdb/duckdb#17657</a></li>
<li>[Dev] Throw if <code>db</code> is not available yet in setting
certain configuration options by <a
href="https://github.com/Tishj"><code>@​Tishj</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17659">duckdb/duckdb#17659</a></li>
<li>chore: Fix initialization by <a
href="https://github.com/krlmlr"><code>@​krlmlr</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17643">duckdb/duckdb#17643</a></li>
<li>chore: Fix initialization by <a
href="https://github.com/krlmlr"><code>@​krlmlr</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17644">duckdb/duckdb#17644</a></li>
<li>DefaultSecretGenerator: require lock for modifying
persistent_secrets by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17650">duckdb/duckdb#17650</a></li>
<li>initialize the read with the OpenFile info and not just the path by
<a href="https://github.com/Tmonster"><code>@​Tmonster</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17652">duckdb/duckdb#17652</a></li>
<li>Don't bail on TopN optimization if we don't have a cardinality by <a
href="https://github.com/lnkuiper"><code>@​lnkuiper</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17654">duckdb/duckdb#17654</a></li>
<li>Fixes for CSV fuzzer tests by <a
href="https://github.com/pdet"><code>@​pdet</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17678">duckdb/duckdb#17678</a></li>
<li>chore: Fix strict aliasing warning on GCC by <a
href="https://github.com/krlmlr"><code>@​krlmlr</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17641">duckdb/duckdb#17641</a></li>
<li>Partitioned copy: don't check if file exists for remote files by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17689">duckdb/duckdb#17689</a></li>
<li>Fix version detection for sdist builds without git info by <a
href="https://github.com/evertlammerts"><code>@​evertlammerts</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17605">duckdb/duckdb#17605</a></li>
<li>Bugfixes by <a
href="https://github.com/lnkuiper"><code>@​lnkuiper</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17695">duckdb/duckdb#17695</a></li>
<li>Do not get file handle unnecessarily. by <a
href="https://github.com/Tmonster"><code>@​Tmonster</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17698">duckdb/duckdb#17698</a></li>
<li>Allow table functions to disable statement caching by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17702">duckdb/duckdb#17702</a></li>
<li>[SQLLogicTester] Replace keywords in
<code>&lt;FILE&gt;:pattern</code> result for the <code>query</code>
statement by <a href="https://github.com/Tishj"><code>@​Tishj</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17710">duckdb/duckdb#17710</a></li>
<li>Parquet Reader: only read strings as fixed length strings if the
type is FIXED_LEN_BYTE_ARRAY by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17723">duckdb/duckdb#17723</a></li>
<li>Internal <a
href="https://redirect.github.com/duckdb/duckdb/issues/5022">#5022</a>:
IN Pushdown Equalities by <a
href="https://github.com/hawkfish"><code>@​hawkfish</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17731">duckdb/duckdb#17731</a></li>
<li>Internal <a
href="https://redirect.github.com/duckdb/duckdb/issues/4995">#4995</a>:
Commutative INTERVAL Multiply by <a
href="https://github.com/hawkfish"><code>@​hawkfish</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17730">duckdb/duckdb#17730</a></li>
<li>Issue <a
href="https://redirect.github.com/duckdb/duckdb/issues/17725">#17725</a>:
Quantile NaN Compare by <a
href="https://github.com/hawkfish"><code>@​hawkfish</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17761">duckdb/duckdb#17761</a></li>
<li>Backport CI fixes by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17763">duckdb/duckdb#17763</a></li>
<li>Have the skip_rows option consider empty csv lines by <a
href="https://github.com/pdet"><code>@​pdet</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17756">duckdb/duckdb#17756</a></li>
<li>Fix wrong assertion in Parquet DBP encoder by <a
href="https://github.com/lnkuiper"><code>@​lnkuiper</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17746">duckdb/duckdb#17746</a></li>
<li>CLI: make -f always bail on error by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17768">duckdb/duckdb#17768</a></li>
<li>Don't Flatten() then Reference() by <a
href="https://github.com/hannes"><code>@​hannes</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17769">duckdb/duckdb#17769</a></li>
<li>[Dev] Fix <code>TRY</code> expression crash on literals by <a
href="https://github.com/Tishj"><code>@​Tishj</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17753">duckdb/duckdb#17753</a></li>
<li>Pop up ICU errors to the csv sniffer by <a
href="https://github.com/pdet"><code>@​pdet</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17719">duckdb/duckdb#17719</a></li>
<li>[Nested] Fix incorrect type casting in list_reduce lambda
expressions by <a
href="https://github.com/maiadegraaf"><code>@​maiadegraaf</code></a> in
<a
href="https://redirect.github.com/duckdb/duckdb/pull/17581">duckdb/duckdb#17581</a></li>
<li>[chore] Avoid caching msys artifacts on PRs by <a
href="https://github.com/carlopi"><code>@​carlopi</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17777">duckdb/duckdb#17777</a></li>
<li>Skip encodings and spatial extensions on PRs by <a
href="https://github.com/carlopi"><code>@​carlopi</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17775">duckdb/duckdb#17775</a></li>
<li>Add <code>FileBufferType::EXTERNAL_FILE</code> and add to same queue
as <code>FileBufferType::BLOCK</code> by <a
href="https://github.com/lnkuiper"><code>@​lnkuiper</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17771">duckdb/duckdb#17771</a></li>
<li>Storge the argument and value of arg_min_max in the state as a
unique_ptr by <a href="https://github.com/pdet"><code>@​pdet</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17749">duckdb/duckdb#17749</a></li>
<li>Physical operator logging by <a
href="https://github.com/lnkuiper"><code>@​lnkuiper</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17752">duckdb/duckdb#17752</a></li>
<li>Take string size into account in <code>GetRowSize</code> in
<code>ParquetWriter</code> by <a
href="https://github.com/lnkuiper"><code>@​lnkuiper</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17793">duckdb/duckdb#17793</a></li>
<li>[CSV Sniffer] Consider if null_padding is set to true when detecting
midcomment line during sniffing by <a
href="https://github.com/pdet"><code>@​pdet</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17751">duckdb/duckdb#17751</a></li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/duckdb/duckdb/commit/cf422282f2c424979ec925d17d166d5dbc7e4bae"><code>cf42228</code></a>
Make sure distance is always an int when doing version bumps in setup.py
(<a
href="https://redirect.github.com/duckdb/duckdb/issues/17">#17</a>...</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/89638a560ecf2cfe3b58220f9cb6a07efd4f6850"><code>89638a5</code></a>
Make sure distance is always an int when doing version bumps in
setup.py</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/7b87023928979a14ac5298187e30816fc83a633a"><code>7b87023</code></a>
stringstream: Wrap as duckdb::stringstream, and imbue with
locale::classic on...</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/f79594b97226ee82dc01332b29649ae78526860d"><code>f79594b</code></a>
<code>duckdb_base_std::</code> plus compile time test on discontinued
functions (<a
href="https://redirect.github.com/duckdb/duckdb/issues/17866">#17866</a>)</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/e61a68dbe575d2ec8eff7bdb8b841722a07b53a2"><code>e61a68d</code></a>
Move from duckdb/wrapped/std to duckdb/original/std, and review
comments</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/00fa790ee6d0332438a2255a6e374e9faada36af"><code>00fa790</code></a>
Add urllib3 dependency and improve fixture download reliability</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/4ea08123cfa517e2f0f5ee22b3305317d7bfa153"><code>4ea0812</code></a>
duckdb_wrapped::std: tools/shell</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/4552235de8f7810e6d792f0ea09f9a79910d12da"><code>4552235</code></a>
Use fixed StringUtil::CharacterIsSpace instead of locale-dependent
std::isspace</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/6d6324a1bdce93aeadb6c5ada8031a4859e2bf4d"><code>6d6324a</code></a>
arrow_output_version option to produce arrow depending on a format
version. (...</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/c3248fb49d61da21f1f7a4baff182deee5008461"><code>c3248fb</code></a>
Have to setup the format due to the change on the default</li>
<li>Additional commits viewable in <a
href="https://github.com/duckdb/duckdb/compare/v1.3.0...v1.3.1">compare
view</a></li>
</ul>
</details>
<br />


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You can trigger Dependabot actions by commenting on this PR:
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---
 poetry.lock | 74 ++++++++++++++++++++++++++---------------------------
 1 file changed, 37 insertions(+), 37 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 71c7943180..9872ba62d1 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1290,49 +1290,49 @@ dates = ["pytz (>=2019.1)"]
 
 [[package]]
 name = "duckdb"
-version = "1.3.0"
+version = "1.3.1"
 description = "DuckDB in-process database"
 optional = true
 python-versions = ">=3.7.0"
 groups = ["main"]
 markers = "extra == \"duckdb\""
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+    {file = "duckdb-1.3.1-cp39-cp39-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ebfd06a746b0f8fb1e83bc79bfa29b4b4ebe8c095d1c790b88f4d60d58e0ebbd"},
+    {file = "duckdb-1.3.1-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:13d20cb8248f36b999bd1cbdd63d9066d7beb40ce9e6c2040ef2d7c6947f2152"},
+    {file = "duckdb-1.3.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:265979d57193fbeaf13b732a02ca9fadba76c694f2d63d87a7f136357f8c2dca"},
+    {file = "duckdb-1.3.1-cp39-cp39-win_amd64.whl", hash = "sha256:63e6757065ca24d327a9a8ebd7e0400ab3c73cd7f5876e75e9f49f3453aff793"},
+    {file = "duckdb-1.3.1.tar.gz", hash = "sha256:8e101990a879533b1d33f003df2eb2a3c4bc7bdf976bd7ef7c32342047935327"},
 ]
 
 [[package]]

From 2ae7d5b29f6b2c84804e15249357775e8d6ffa7f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 16 Jun 2025 23:44:01 -0400
Subject: [PATCH 231/357] Build: Bump boto3 from 1.37.3 to 1.38.27 (#2108)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

[//]: # (dependabot-start)
⚠️  **Dependabot is rebasing this PR** ⚠️

Rebasing might not happen immediately, so don't worry if this takes some
time.

Note: if you make any changes to this PR yourself, they will take
precedence over the rebase.

---

[//]: # (dependabot-end)

Bumps [boto3](https://github.com/boto/boto3) from 1.37.3 to 1.38.27.
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/boto/boto3/commit/ccacc66e8fc488fb75b0326c5ea8a60715f1b090"><code>ccacc66</code></a>
Merge branch 'release-1.38.27'</li>
<li><a
href="https://github.com/boto/boto3/commit/531a41cd7091092da8635874a4033990f1e3ab68"><code>531a41c</code></a>
Bumping version to 1.38.27</li>
<li><a
href="https://github.com/boto/boto3/commit/47419ecf23c1713806b7bd984e30cfb7a96b66ed"><code>47419ec</code></a>
Add changelog entries from botocore</li>
<li><a
href="https://github.com/boto/boto3/commit/173e2b486882ecda3e14b5890be900282d500188"><code>173e2b4</code></a>
Merge branch 'release-1.38.26'</li>
<li><a
href="https://github.com/boto/boto3/commit/62b7d2797c97b1245bc7cff861540c2959d77e0d"><code>62b7d27</code></a>
Merge branch 'release-1.38.26' into develop</li>
<li><a
href="https://github.com/boto/boto3/commit/99ba763239dd21fd5d69eae596006cfd3f4a3cf9"><code>99ba763</code></a>
Bumping version to 1.38.26</li>
<li><a
href="https://github.com/boto/boto3/commit/1133430c2334611d155869cf1c4d71f452c41baf"><code>1133430</code></a>
Add changelog entries from botocore</li>
<li><a
href="https://github.com/boto/boto3/commit/3797b9c8156828e553f709d58c05eb4fe9d20ba7"><code>3797b9c</code></a>
Merge branch 'release-1.38.25'</li>
<li><a
href="https://github.com/boto/boto3/commit/f84d4e870c43f18e40a073f7d3c18220c96d6d1c"><code>f84d4e8</code></a>
Merge branch 'release-1.38.25' into develop</li>
<li><a
href="https://github.com/boto/boto3/commit/42157c8a17182b17eadd70d8232c8ce4ba5a2987"><code>42157c8</code></a>
Bumping version to 1.38.25</li>
<li>Additional commits viewable in <a
href="https://github.com/boto/boto3/compare/1.37.3...1.38.27">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=boto3&package-manager=pip&previous-version=1.37.3&new-version=1.38.27)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

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[//]: # (dependabot-automerge-end)

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You can trigger Dependabot actions by commenting on this PR:
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---
 poetry.lock | 47 ++++++++++++++++++++++++-----------------------
 1 file changed, 24 insertions(+), 23 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 9872ba62d1..abfcc5f797 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -27,29 +27,30 @@ tests = ["arrow", "dask[dataframe]", "docker", "pytest", "pytest-mock"]
 
 [[package]]
 name = "aiobotocore"
-version = "2.22.0"
+version = "2.23.0"
 description = "Async client for aws services using botocore and aiohttp"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"s3fs\""
 files = [
-    {file = "aiobotocore-2.22.0-py3-none-any.whl", hash = "sha256:b4e6306f79df9d81daff1f9d63189a2dbee4b77ce3ab937304834e35eaaeeccf"},
-    {file = "aiobotocore-2.22.0.tar.gz", hash = "sha256:11091477266b75c2b5d28421c1f2bc9a87d175d0b8619cb830805e7a113a170b"},
+    {file = "aiobotocore-2.23.0-py3-none-any.whl", hash = "sha256:8202cebbf147804a083a02bc282fbfda873bfdd0065fd34b64784acb7757b66e"},
+    {file = "aiobotocore-2.23.0.tar.gz", hash = "sha256:0333931365a6c7053aee292fe6ef50c74690c4ae06bb019afdf706cb6f2f5e32"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.9.2,<4.0.0"
 aioitertools = ">=0.5.1,<1.0.0"
-botocore = ">=1.37.2,<1.37.4"
+botocore = ">=1.38.23,<1.38.28"
 jmespath = ">=0.7.1,<2.0.0"
 multidict = ">=6.0.0,<7.0.0"
 python-dateutil = ">=2.1,<3.0.0"
 wrapt = ">=1.10.10,<2.0.0"
 
 [package.extras]
-awscli = ["awscli (>=1.38.2,<1.38.4)"]
-boto3 = ["boto3 (>=1.37.2,<1.37.4)"]
+awscli = ["awscli (>=1.40.22,<1.40.27)"]
+boto3 = ["boto3 (>=1.38.23,<1.38.28)"]
+httpx = ["httpx (>=0.25.1,<0.29)"]
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -478,35 +479,35 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.37.3"
+version = "1.38.27"
 description = "The AWS SDK for Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "boto3-1.37.3-py3-none-any.whl", hash = "sha256:2063b40af99fd02f6228ff52397b552ff3353831edaf8d25cc04801827ab9794"},
-    {file = "boto3-1.37.3.tar.gz", hash = "sha256:21f3ce0ef111297e63a6eb998a25197b8c10982970c320d4c6e8db08be2157be"},
+    {file = "boto3-1.38.27-py3-none-any.whl", hash = "sha256:95f5fe688795303a8a15e8b7e7f255cadab35eae459d00cc281a4fd77252ea80"},
+    {file = "boto3-1.38.27.tar.gz", hash = "sha256:94bd7fdd92d5701b362d4df100d21e28f8307a67ff56b6a8b0398119cf22f859"},
 ]
 markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
-botocore = ">=1.37.3,<1.38.0"
+botocore = ">=1.38.27,<1.39.0"
 jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.11.0,<0.12.0"
+s3transfer = ">=0.13.0,<0.14.0"
 
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.37.3"
+version = "1.38.27"
 description = "Low-level, data-driven core of boto 3."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "botocore-1.37.3-py3-none-any.whl", hash = "sha256:d01bd3bf4c80e61fa88d636ad9f5c9f60a551d71549b481386c6b4efe0bb2b2e"},
-    {file = "botocore-1.37.3.tar.gz", hash = "sha256:fe8403eb55a88faf9b0f9da6615e5bee7be056d75e17af66c3c8f0a3b0648da4"},
+    {file = "botocore-1.38.27-py3-none-any.whl", hash = "sha256:a785d5e9a5eda88ad6ab9ed8b87d1f2ac409d0226bba6ff801c55359e94d91a8"},
+    {file = "botocore-1.38.27.tar.gz", hash = "sha256:9788f7efe974328a38cbade64cc0b1e67d27944b899f88cb786ae362973133b6"},
 ]
 markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
@@ -5127,22 +5128,22 @@ boto3 = ["aiobotocore[boto3] (>=2.5.4,<3.0.0)"]
 
 [[package]]
 name = "s3transfer"
-version = "0.11.3"
+version = "0.13.0"
 description = "An Amazon S3 Transfer Manager"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "s3transfer-0.11.3-py3-none-any.whl", hash = "sha256:ca855bdeb885174b5ffa95b9913622459d4ad8e331fc98eb01e6d5eb6a30655d"},
-    {file = "s3transfer-0.11.3.tar.gz", hash = "sha256:edae4977e3a122445660c7c114bba949f9d191bae3b34a096f18a1c8c354527a"},
+    {file = "s3transfer-0.13.0-py3-none-any.whl", hash = "sha256:0148ef34d6dd964d0d8cf4311b2b21c474693e57c2e069ec708ce043d2b527be"},
+    {file = "s3transfer-0.13.0.tar.gz", hash = "sha256:f5e6db74eb7776a37208001113ea7aa97695368242b364d73e91c981ac522177"},
 ]
 markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
-botocore = ">=1.36.0,<2.0a.0"
+botocore = ">=1.37.4,<2.0a.0"
 
 [package.extras]
-crt = ["botocore[crt] (>=1.36.0,<2.0a.0)"]
+crt = ["botocore[crt] (>=1.37.4,<2.0a.0)"]
 
 [[package]]
 name = "setuptools"

From b176ab509fc93e9a087d2ce7ff10292d0f84eca7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 16 Jun 2025 23:59:58 -0400
Subject: [PATCH 232/357] Build: Bump pydantic from 2.11.5 to 2.11.7 (#2107)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [pydantic](https://github.com/pydantic/pydantic) from 2.11.5 to
2.11.7.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/pydantic/pydantic/releases">pydantic's
releases</a>.</em></p>
<blockquote>
<h2>v2.11.7 2025-06-14</h2>
<!-- raw HTML omitted -->
<h2>What's Changed</h2>
<h3>Fixes</h3>
<ul>
<li>Copy <code>FieldInfo</code> instance if necessary during
<code>FieldInfo</code> build by <a
href="https://github.com/Viicos"><code>@​Viicos</code></a> in <a
href="https://redirect.github.com/pydantic/pydantic/pull/11980">pydantic/pydantic#11980</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/pydantic/pydantic/compare/v2.11.6...v2.11.7">https://github.com/pydantic/pydantic/compare/v2.11.6...v2.11.7</a></p>
<h2>v2.11.6 2025-06-13</h2>
<h2>v2.11.6 (2025-06-13)</h2>
<h3>What's Changed</h3>
<h4>Fixes</h4>
<ul>
<li>Rebuild dataclass fields before schema generation by <a
href="https://github.com/Viicos"><code>@​Viicos</code></a> in <a
href="https://redirect.github.com/pydantic/pydantic/pull/11949">#11949</a></li>
<li>Always store the original field assignment on <code>FieldInfo</code>
by <a href="https://github.com/Viicos"><code>@​Viicos</code></a> in <a
href="https://redirect.github.com/pydantic/pydantic/pull/11946">#11946</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/pydantic/pydantic/compare/v2.11.5...v2.11.6">https://github.com/pydantic/pydantic/compare/v2.11.5...v2.11.6</a></p>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/pydantic/pydantic/blob/main/HISTORY.md">pydantic's
changelog</a>.</em></p>
<blockquote>
<h2>v2.11.7 (2025-06-14)</h2>
<p><a
href="https://github.com/pydantic/pydantic/releases/tag/v2.11.7">GitHub
release</a></p>
<h3>What's Changed</h3>
<h4>Fixes</h4>
<ul>
<li>Copy <code>FieldInfo</code> instance if necessary during
<code>FieldInfo</code> build by <a
href="https://github.com/Viicos"><code>@​Viicos</code></a> in <a
href="https://redirect.github.com/pydantic/pydantic/pull/11898">#11898</a></li>
</ul>
<h2>v2.11.6 (2025-06-13)</h2>
<p><a
href="https://github.com/pydantic/pydantic/releases/tag/v2.11.6">GitHub
release</a></p>
<h3>What's Changed</h3>
<h4>Fixes</h4>
<ul>
<li>Rebuild dataclass fields before schema generation by <a
href="https://github.com/Viicos"><code>@​Viicos</code></a> in <a
href="https://redirect.github.com/pydantic/pydantic/pull/11949">#11949</a></li>
<li>Always store the original field assignment on <code>FieldInfo</code>
by <a href="https://github.com/Viicos"><code>@​Viicos</code></a> in <a
href="https://redirect.github.com/pydantic/pydantic/pull/11946">#11946</a></li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pydantic/pydantic/commit/5f033e46c54fea1b59b6894d6527daf49475e690"><code>5f033e4</code></a>
Prepare release v2.11.7</li>
<li><a
href="https://github.com/pydantic/pydantic/commit/c3368b83c411f421a7322959bc29f3bea4bd252a"><code>c3368b8</code></a>
Copy <code>FieldInfo</code> instance if necessary during
<code>FieldInfo</code> build (<a
href="https://redirect.github.com/pydantic/pydantic/issues/11980">#11980</a>)</li>
<li><a
href="https://github.com/pydantic/pydantic/commit/3987b23db4b31ff35e9fa15c21c0c1d1c9808838"><code>3987b23</code></a>
Prepare release v2.11.6</li>
<li><a
href="https://github.com/pydantic/pydantic/commit/dc7a9d20bee55a3a6e7397ee46abfcd9057b627b"><code>dc7a9d2</code></a>
Always store the original field assignment on
<code>FieldInfo</code></li>
<li><a
href="https://github.com/pydantic/pydantic/commit/c284c279a5b8c95d32ab5ec31d2511b3b27bfa87"><code>c284c27</code></a>
Rebuild dataclass fields before schema generation</li>
<li>See full diff in <a
href="https://github.com/pydantic/pydantic/compare/v2.11.5...v2.11.7">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=pydantic&package-manager=pip&previous-version=2.11.5&new-version=2.11.7)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
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`@dependabot rebase`.

[//]: # (dependabot-automerge-start)
[//]: # (dependabot-automerge-end)

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<details>
<summary>Dependabot commands and options</summary>
<br />

You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index abfcc5f797..8b668399c6 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -4057,14 +4057,14 @@ markers = {main = "(extra == \"zstandard\" or extra == \"adlfs\") and platform_p
 
 [[package]]
 name = "pydantic"
-version = "2.11.5"
+version = "2.11.7"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "pydantic-2.11.5-py3-none-any.whl", hash = "sha256:f9c26ba06f9747749ca1e5c94d6a85cb84254577553c8785576fd38fa64dc0f7"},
-    {file = "pydantic-2.11.5.tar.gz", hash = "sha256:7f853db3d0ce78ce8bbb148c401c2cdd6431b3473c0cdff2755c7690952a7b7a"},
+    {file = "pydantic-2.11.7-py3-none-any.whl", hash = "sha256:dde5df002701f6de26248661f6835bbe296a47bf73990135c7d07ce741b9623b"},
+    {file = "pydantic-2.11.7.tar.gz", hash = "sha256:d989c3c6cb79469287b1569f7447a17848c998458d49ebe294e975b9baf0f0db"},
 ]
 
 [package.dependencies]

From 41eeb36882b517cc439448ae0875990a09a9bbd2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 17 Jun 2025 00:00:14 -0400
Subject: [PATCH 233/357] Build: Bump coverage from 7.8.2 to 7.9.1 (#2106)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [coverage](https://github.com/nedbat/coveragepy) from 7.8.2 to
7.9.1.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/nedbat/coveragepy/blob/master/CHANGES.rst">coverage's
changelog</a>.</em></p>
<blockquote>
<h2>Version 7.9.1 — 2025-06-13</h2>
<ul>
<li>
<p>The &quot;no-ctracer&quot; warning is not issued for Python
pre-release versions.
Coverage doesn't ship compiled wheels for those versions, so this was
far too
noisy.</p>
</li>
<li>
<p>On Python 3.14+, the &quot;sysmon&quot; core is now the default if
it's supported for
your configuration. Plugins and dynamic contexts are still not supported
with it.</p>
</li>
</ul>
<p>.. _changes_7-9-0:</p>
<h2>Version 7.9.0 — 2025-06-11</h2>
<ul>
<li>
<p>Added a <code>[run] core</code> configuration setting to specify the
measurement core,
which was previously only available through the COVERAGE_CORE
environment
variable. Finishes <code>issue 1746</code>_.</p>
</li>
<li>
<p>Fixed incorrect rendering of f-strings with doubled braces, closing
<code>issue 1980</code>_.</p>
</li>
<li>
<p>If the C tracer core can't be imported, a warning
(&quot;no-ctracer&quot;) is issued
with the reason.</p>
</li>
<li>
<p>The C tracer core extension module now conforms to <code>PEP
489</code><em>, closing <code>issue 1977</code></em>. Thanks, <code>Adam
Turner &lt;pull 1978_&gt;</code>_.</p>
</li>
<li>
<p>Fixed a &quot;ValueError: min() arg is an empty sequence&quot; error
caused by strange
empty modules, found by <code>oss-fuzz</code>_.</p>
</li>
</ul>
<p>.. _issue 1746: <a
href="https://redirect.github.com/nedbat/coveragepy/issues/1746">nedbat/coveragepy#1746</a>
.. _issue 1977: <a
href="https://redirect.github.com/nedbat/coveragepy/issues/1977">nedbat/coveragepy#1977</a>
.. _pull 1978: <a
href="https://redirect.github.com/nedbat/coveragepy/pull/1978">nedbat/coveragepy#1978</a>
.. _issue 1980: <a
href="https://redirect.github.com/nedbat/coveragepy/issues/1980">nedbat/coveragepy#1980</a>
.. _PEP 489: <a
href="https://peps.python.org/pep-0489">https://peps.python.org/pep-0489</a>
.. _oss-fuzz: <a
href="https://google.github.io/oss-fuzz/">https://google.github.io/oss-fuzz/</a></p>
<p>.. _changes_7-8-2:</p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/nedbat/coveragepy/commit/4fa1b717978c2d9e40636a10363b618e152f4c4e"><code>4fa1b71</code></a>
docs: sample HTML for 7.9.1</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/5cf757b42d1649ccbc74488471ab9270cb7d99f2"><code>5cf757b</code></a>
docs: prep for 7.9.1</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/bea6204982b75f6a20f5afbf3534bd3776e126dd"><code>bea6204</code></a>
fix: better defaulting of core</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/7795441563fb0afe9439a857a5e0df50336f73dd"><code>7795441</code></a>
fix: fewer warnings, default to sys.monitoring on 3.14+</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/18aa07456965c7d26e028aebaf825b96b7638d74"><code>18aa074</code></a>
fix: some custom builds don't have <strong>file</strong></li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/8c5bf659f4b4412685a828c01870cfc9a23186ac"><code>8c5bf65</code></a>
chore: make upgrade</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/128c4f4e452f08e52fe1d6fbebb8392ae2dc7297"><code>128c4f4</code></a>
build: bump version to 7.9.1</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/452d86ffa16cd0c1b729c7d206f59bc1010aee94"><code>452d86f</code></a>
docs: sample HTML for 7.9.0</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/a670927ae6d248f369d54fbe22d9546b6a25c25e"><code>a670927</code></a>
docs: prep for 7.9.0</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/3b0cb870f6abac8e4a7607094c467a7d766a44f4"><code>3b0cb87</code></a>
build: windows 3.14 is fixed</li>
<li>Additional commits viewable in <a
href="https://github.com/nedbat/coveragepy/compare/7.8.2...7.9.1">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock | 136 ++++++++++++++++++++++++++--------------------------
 1 file changed, 68 insertions(+), 68 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 8b668399c6..f4da5368b1 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -825,79 +825,79 @@ markers = {main = "platform_system == \"Windows\"", dev = "platform_system == \"
 
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 ]
 
 [package.dependencies]

From 4a8b06788a333cd29006bbb6fec49b63418dafe2 Mon Sep 17 00:00:00 2001
From: "Thomas Ds." <43245169+ThomasDsantos@users.noreply.github.com>
Date: Wed, 18 Jun 2025 16:49:50 +0200
Subject: [PATCH 234/357] Docs: fix manifest min count to merge description
 (#2116)

# Rationale for this change

Fixing docs for
[commit.manifest.min-count-to-merge](https://py.iceberg.apache.org/configuration/#table-behavior-options)
py iceberg doc according to
https://iceberg.apache.org/docs/1.5.2/configuration/#table-behavior-properties

# Are these changes tested?

Nope, but just fixing typo :)

# Are there any user-facing changes?

Nope
<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 mkdocs/docs/configuration.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/mkdocs/docs/configuration.md b/mkdocs/docs/configuration.md
index 4cc38db5dc..3037e0f5a2 100644
--- a/mkdocs/docs/configuration.md
+++ b/mkdocs/docs/configuration.md
@@ -75,7 +75,7 @@ Iceberg tables support table properties to configure table behavior.
 | Key                                  | Options             | Default       | Description                                                 |
 | ------------------------------------ | ------------------- | ------------- | ----------------------------------------------------------- |
 | `commit.manifest.target-size-bytes`  | Size in bytes       | 8388608 (8MB) | Target size when merging manifest files                     |
-| `commit.manifest.min-count-to-merge` | Number of manifests | 100           | Target size when merging manifest files                     |
+| `commit.manifest.min-count-to-merge` | Number of manifests | 100           | Minimum number of manifests to accumulate before merging    |
 | `commit.manifest-merge.enabled`      | Boolean             | False         | Controls whether to automatically merge manifests on writes |
 
 <!-- prettier-ignore-start -->

From 81cdcdbae6a03783997a5dab161a615652e985da Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Wed, 18 Jun 2025 17:01:53 +0200
Subject: [PATCH 235/357] Prefer `FileIO` over the PyArrow `FileSystem` (#2115)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

# Rationale for this change

This is problematic if you try to implement your own `FileIO`. Then
Streams are opened both through the FileIO and the FileSystem directly.

# Are these changes tested?

Yes, existing tests.

# Are there any user-facing changes?

No, but I think this makes the code esthetically also more pleasing by
removing complexity.

<!-- In the case of user-facing changes, please add the changelog label.
-->

# Numbers

A while ago I did some inspection of the calls being made to S3, so just
to be sure that we don't alter anything, I've collected some stats using
a small "benchmark" locally:

```python
def test_fokko(session_catalog: RestCatalog):
    parquet_file = "/Users/fokko.driesprong/Downloads/yellow_tripdata_2024-01.parquet"

    from pyarrow import parquet as pq

    df = pq.read_table(parquet_file)

    try:
        session_catalog.drop_table("default.taxi")
    except Exception:
        pass

    tbl = session_catalog.create_table("default.taxi", schema=df.schema)

    with tbl.update_spec() as tx:
        tx.add_field("tpep_pickup_datetime", "hour")

    tbl.append(df)

    rounds = []
    for _ in range(22):
        start = round(time.time() * 1000)
        assert len(tbl.scan().to_arrow()) == 2964624
        stop = round(time.time() * 1000)
        rounds.append(stop - start)

    print(f"Took: {sum(rounds) / len(rounds)} ms on average")
```

Main:
Took: 1715.1818181818182 ms on average

```
> mc admin trace --stats minio

Call                        Count       RPM    Avg Time  Min Time  Max Time  Avg TTFB  Max TTFB  Avg Size     Rate /min    Errors
s3.GetObject                77 (29.2%)  697.9  701µs     153µs     1.6ms     463µs     838µs     ↑159B ↓712K  ↑108K ↓485M  0
s3.HeadObject               73 (27.7%)  661.6  192µs     107µs     735µs     177µs     719µs     ↑153B        ↑99K         0
s3.CompleteMultipartUpload  37 (14.0%)  335.4  8.2ms     1.9ms     17.5ms    8.2ms     17.5ms    ↑397B ↓507B  ↑130K ↓166K  0
s3.NewMultipartUpload       37 (14.0%)  335.4  6.2ms     2.1ms     14.2ms    6.1ms     14.1ms    ↑153B ↓437B  ↑50K ↓143K   0
s3.PutObjectPart            37 (14.0%)  335.4  18.4ms    5.1ms     38.8ms    18.4ms    38.8ms    ↑1.4M        ↑469M        0
s3.PutObject                3 (1.1%)    27.2   5.4ms     3.4ms     8.8ms     5.3ms     8.8ms     ↑2.8K        ↑75K         0
```

Branch:
Took: 1723.1818181818182 ms on average

```
> mc admin trace --stats minio

Call                        Count       RPM    Avg Time  Min Time  Max Time  Avg TTFB  Max TTFB  Avg Size     Rate /min    Errors
s3.GetObject                77 (29.2%)  696.3  927µs     171µs     4.5ms     610µs     3.5ms     ↑159B ↓712K  ↑108K ↓484M  0
s3.HeadObject               73 (27.7%)  660.1  222µs     109µs     1.2ms     205µs     1.2ms     ↑153B        ↑99K         0
s3.CompleteMultipartUpload  37 (14.0%)  334.6  4.4ms     1.2ms     14.2ms    4.4ms     14.2ms    ↑397B ↓507B  ↑130K ↓166K  0
s3.NewMultipartUpload       37 (14.0%)  334.6  4.3ms     1.2ms     15ms      4.3ms     15ms      ↑153B ↓437B  ↑50K ↓143K   0
s3.PutObjectPart            37 (14.0%)  334.6  14.5ms    2.6ms     30.7ms    14.5ms    30.7ms    ↑1.4M        ↑468M        0
s3.PutObject                3 (1.1%)    27.1   6.6ms     2.8ms     10.4ms    6.5ms     10.3ms    ↑2.8K        ↑75K         0
```
---
 pyiceberg/io/__init__.py | 13 ----------
 pyiceberg/io/pyarrow.py  | 55 +++++++++-------------------------------
 tests/io/test_pyarrow.py |  2 +-
 3 files changed, 13 insertions(+), 57 deletions(-)

diff --git a/pyiceberg/io/__init__.py b/pyiceberg/io/__init__.py
index b6fa934fdd..ba9738070f 100644
--- a/pyiceberg/io/__init__.py
+++ b/pyiceberg/io/__init__.py
@@ -27,7 +27,6 @@
 
 import importlib
 import logging
-import os
 import warnings
 from abc import ABC, abstractmethod
 from io import SEEK_SET
@@ -37,7 +36,6 @@
     List,
     Optional,
     Protocol,
-    Tuple,
     Type,
     Union,
     runtime_checkable,
@@ -371,14 +369,3 @@ def load_file_io(properties: Properties = EMPTY_DICT, location: Optional[str] =
         raise ModuleNotFoundError(
             'Could not load a FileIO, please consider installing one: pip3 install "pyiceberg[pyarrow]", for more options refer to the docs.'
         ) from e
-
-
-def _parse_location(location: str) -> Tuple[str, str, str]:
-    """Return the path without the scheme."""
-    uri = urlparse(location)
-    if not uri.scheme:
-        return "file", uri.netloc, os.path.abspath(location)
-    elif uri.scheme in ("hdfs", "viewfs"):
-        return uri.scheme, uri.netloc, uri.path
-    else:
-        return uri.scheme, uri.netloc, f"{uri.netloc}{uri.path}"
diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index 1aaab32dbe..eeacaccfe2 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -69,7 +69,6 @@
     FileInfo,
     FileSystem,
     FileType,
-    FSSpecHandler,
 )
 from sortedcontainers import SortedList
 
@@ -117,7 +116,6 @@
     InputStream,
     OutputFile,
     OutputStream,
-    _parse_location,
 )
 from pyiceberg.manifest import (
     DataFile,
@@ -309,9 +307,7 @@ def open(self, seekable: bool = True) -> InputStream:
                 input_file = self._filesystem.open_input_file(self._path)
             else:
                 input_file = self._filesystem.open_input_stream(self._path, buffer_size=self._buffer_size)
-        except FileNotFoundError:
-            raise
-        except PermissionError:
+        except (FileNotFoundError, PermissionError):
             raise
         except OSError as e:
             if e.errno == 2 or "Path does not exist" in str(e):
@@ -916,27 +912,20 @@ def _get_file_format(file_format: FileFormat, **kwargs: Dict[str, Any]) -> ds.Fi
         raise ValueError(f"Unsupported file format: {file_format}")
 
 
-def _construct_fragment(fs: FileSystem, data_file: DataFile, file_format_kwargs: Dict[str, Any] = EMPTY_DICT) -> ds.Fragment:
-    _, _, path = PyArrowFileIO.parse_location(data_file.file_path)
-    return _get_file_format(data_file.file_format, **file_format_kwargs).make_fragment(path, fs)
-
-
-def _read_deletes(fs: FileSystem, data_file: DataFile) -> Dict[str, pa.ChunkedArray]:
+def _read_deletes(io: FileIO, data_file: DataFile) -> Dict[str, pa.ChunkedArray]:
     if data_file.file_format == FileFormat.PARQUET:
-        delete_fragment = _construct_fragment(
-            fs,
-            data_file,
-            file_format_kwargs={"dictionary_columns": ("file_path",), "pre_buffer": True, "buffer_size": ONE_MEGABYTE},
-        )
-        table = ds.Scanner.from_fragment(fragment=delete_fragment).to_table()
+        with io.new_input(data_file.file_path).open() as fi:
+            delete_fragment = _get_file_format(
+                data_file.file_format, dictionary_columns=("file_path",), pre_buffer=True, buffer_size=ONE_MEGABYTE
+            ).make_fragment(fi)
+            table = ds.Scanner.from_fragment(fragment=delete_fragment).to_table()
         table = table.unify_dictionaries()
         return {
             file.as_py(): table.filter(pc.field("file_path") == file).column("pos")
             for file in table.column("file_path").chunks[0].dictionary
         }
     elif data_file.file_format == FileFormat.PUFFIN:
-        _, _, path = PyArrowFileIO.parse_location(data_file.file_path)
-        with fs.open_input_file(path) as fi:
+        with io.new_input(data_file.file_path).open() as fi:
             payload = fi.read()
 
         return PuffinFile(payload).to_vector()
@@ -1383,7 +1372,7 @@ def _get_column_projection_values(
 
 
 def _task_to_record_batches(
-    fs: FileSystem,
+    io: FileIO,
     task: FileScanTask,
     bound_row_filter: BooleanExpression,
     projected_schema: Schema,
@@ -1393,9 +1382,8 @@ def _task_to_record_batches(
     name_mapping: Optional[NameMapping] = None,
     partition_spec: Optional[PartitionSpec] = None,
 ) -> Iterator[pa.RecordBatch]:
-    _, _, path = _parse_location(task.file.file_path)
     arrow_format = ds.ParquetFileFormat(pre_buffer=True, buffer_size=(ONE_MEGABYTE * 8))
-    with fs.open_input_file(path) as fin:
+    with io.new_input(task.file.file_path).open() as fin:
         fragment = arrow_format.make_fragment(fin)
         physical_schema = fragment.physical_schema
         # In V1 and V2 table formats, we only support Timestamp 'us' in Iceberg Schema
@@ -1479,7 +1467,7 @@ def _read_all_delete_files(io: FileIO, tasks: Iterable[FileScanTask]) -> Dict[st
         executor = ExecutorFactory.get_or_create()
         deletes_per_files: Iterator[Dict[str, ChunkedArray]] = executor.map(
             lambda args: _read_deletes(*args),
-            [(_fs_from_file_path(io, delete_file.file_path), delete_file) for delete_file in unique_deletes],
+            [(io, delete_file) for delete_file in unique_deletes],
         )
         for delete in deletes_per_files:
             for file, arr in delete.items():
@@ -1491,25 +1479,6 @@ def _read_all_delete_files(io: FileIO, tasks: Iterable[FileScanTask]) -> Dict[st
     return deletes_per_file
 
 
-def _fs_from_file_path(io: FileIO, file_path: str) -> FileSystem:
-    scheme, netloc, _ = _parse_location(file_path)
-    if isinstance(io, PyArrowFileIO):
-        return io.fs_by_scheme(scheme, netloc)
-    else:
-        try:
-            from pyiceberg.io.fsspec import FsspecFileIO
-
-            if isinstance(io, FsspecFileIO):
-                from pyarrow.fs import PyFileSystem
-
-                return PyFileSystem(FSSpecHandler(io.get_fs(scheme)))
-            else:
-                raise ValueError(f"Expected PyArrowFileIO or FsspecFileIO, got: {io}")
-        except ModuleNotFoundError as e:
-            # When FsSpec is not installed
-            raise ValueError(f"Expected PyArrowFileIO or FsspecFileIO, got: {io}") from e
-
-
 class ArrowScan:
     _table_metadata: TableMetadata
     _io: FileIO
@@ -1654,7 +1623,7 @@ def _record_batches_from_scan_tasks_and_deletes(
             if self._limit is not None and total_row_count >= self._limit:
                 break
             batches = _task_to_record_batches(
-                _fs_from_file_path(self._io, task.file.file_path),
+                self._io,
                 task,
                 self._bound_row_filter,
                 self._projected_schema,
diff --git a/tests/io/test_pyarrow.py b/tests/io/test_pyarrow.py
index e90f3a46fc..9daefacdca 100644
--- a/tests/io/test_pyarrow.py
+++ b/tests/io/test_pyarrow.py
@@ -1539,7 +1539,7 @@ def deletes_file(tmp_path: str, example_task: FileScanTask) -> str:
 
 
 def test_read_deletes(deletes_file: str, example_task: FileScanTask) -> None:
-    deletes = _read_deletes(LocalFileSystem(), DataFile.from_args(file_path=deletes_file, file_format=FileFormat.PARQUET))
+    deletes = _read_deletes(PyArrowFileIO(), DataFile.from_args(file_path=deletes_file, file_format=FileFormat.PARQUET))
     assert set(deletes.keys()) == {example_task.file.file_path}
     assert list(deletes.values())[0] == pa.chunked_array([[1, 3, 5]])
 

From 8e0364db97a3bc6e7f21fb6accc2464ffda942db Mon Sep 17 00:00:00 2001
From: Brad <61765732+ForeverAngry@users.noreply.github.com>
Date: Thu, 19 Jun 2025 15:49:57 -0400
Subject: [PATCH 236/357] Add `ExpireSnapshots` (#1880)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

## Summary

This PR Closes issue #516 by implementing support for the
`ExpireSnapshot` table metadata action.

## Rationale

The `ExpireSnapshot` action is a core part of Iceberg’s table
maintenance APIs. Adding support for this action in PyIceberg helps
ensure feature parity with other language implementations (e.g., Java)
and supports users who want to programmatically manage snapshot
retention using PyIceberg’s public API.

## Testing

- Unit tests have been added to cover the initial expected usage paths.
- Additional feedback on edge cases, missing test scenarios or
corrections to the setup test logic is greatly welcome during the review
process.

## User-facing changes

- This change introduces a new public API: `ExpireSnapshot`.
- No breaking changes or modifications to existing APIs were made.

---

---------

Co-authored-by: Fokko Driesprong <fokko@apache.org>
---
 pyiceberg/table/__init__.py          |  10 +-
 pyiceberg/table/update/snapshot.py   | 102 ++++++++++++
 tests/table/test_expire_snapshots.py | 224 +++++++++++++++++++++++++++
 3 files changed, 331 insertions(+), 5 deletions(-)
 create mode 100644 tests/table/test_expire_snapshots.py

diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index 74a9c881c6..aeef58e3a6 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -115,11 +115,7 @@
     update_table_metadata,
 )
 from pyiceberg.table.update.schema import UpdateSchema
-from pyiceberg.table.update.snapshot import (
-    ManageSnapshots,
-    UpdateSnapshot,
-    _FastAppendFiles,
-)
+from pyiceberg.table.update.snapshot import ExpireSnapshots, ManageSnapshots, UpdateSnapshot, _FastAppendFiles
 from pyiceberg.table.update.spec import UpdateSpec
 from pyiceberg.table.update.statistics import UpdateStatistics
 from pyiceberg.transforms import IdentityTransform
@@ -1198,6 +1194,10 @@ def manage_snapshots(self) -> ManageSnapshots:
         """
         return ManageSnapshots(transaction=Transaction(self, autocommit=True))
 
+    def expire_snapshots(self) -> ExpireSnapshots:
+        """Shorthand to run expire snapshots by id or by a timestamp."""
+        return ExpireSnapshots(transaction=Transaction(self, autocommit=True))
+
     def update_statistics(self) -> UpdateStatistics:
         """
         Shorthand to run statistics management operations like add statistics and remove statistics.
diff --git a/pyiceberg/table/update/snapshot.py b/pyiceberg/table/update/snapshot.py
index 08c4f5d0bf..66a087f36a 100644
--- a/pyiceberg/table/update/snapshot.py
+++ b/pyiceberg/table/update/snapshot.py
@@ -56,6 +56,7 @@
 from pyiceberg.partitioning import (
     PartitionSpec,
 )
+from pyiceberg.table.refs import SnapshotRefType
 from pyiceberg.table.snapshots import (
     Operation,
     Snapshot,
@@ -67,6 +68,7 @@
     AddSnapshotUpdate,
     AssertRefSnapshotId,
     RemoveSnapshotRefUpdate,
+    RemoveSnapshotsUpdate,
     SetSnapshotRefUpdate,
     TableRequirement,
     TableUpdate,
@@ -856,3 +858,103 @@ def remove_branch(self, branch_name: str) -> ManageSnapshots:
             This for method chaining
         """
         return self._remove_ref_snapshot(ref_name=branch_name)
+
+
+class ExpireSnapshots(UpdateTableMetadata["ExpireSnapshots"]):
+    """
+    Expire snapshots by ID.
+
+    Use table.expire_snapshots().<operation>().commit() to run a specific operation.
+    Use table.expire_snapshots().<operation-one>().<operation-two>().commit() to run multiple operations.
+    Pending changes are applied on commit.
+    """
+
+    _snapshot_ids_to_expire: Set[int] = set()
+    _updates: Tuple[TableUpdate, ...] = ()
+    _requirements: Tuple[TableRequirement, ...] = ()
+
+    def _commit(self) -> UpdatesAndRequirements:
+        """
+        Commit the staged updates and requirements.
+
+        This will remove the snapshots with the given IDs, but will always skip protected snapshots (branch/tag heads).
+
+        Returns:
+            Tuple of updates and requirements to be committed,
+            as required by the calling parent apply functions.
+        """
+        # Remove any protected snapshot IDs from the set to expire, just in case
+        protected_ids = self._get_protected_snapshot_ids()
+        self._snapshot_ids_to_expire -= protected_ids
+        update = RemoveSnapshotsUpdate(snapshot_ids=self._snapshot_ids_to_expire)
+        self._updates += (update,)
+        return self._updates, self._requirements
+
+    def _get_protected_snapshot_ids(self) -> Set[int]:
+        """
+        Get the IDs of protected snapshots.
+
+        These are the HEAD snapshots of all branches and all tagged snapshots.  These ids are to be excluded from expiration.
+
+        Returns:
+            Set of protected snapshot IDs to exclude from expiration.
+        """
+        protected_ids: Set[int] = set()
+
+        for ref in self._transaction.table_metadata.refs.values():
+            if ref.snapshot_ref_type in [SnapshotRefType.TAG, SnapshotRefType.BRANCH]:
+                protected_ids.add(ref.snapshot_id)
+
+        return protected_ids
+
+    def expire_snapshot_by_id(self, snapshot_id: int) -> ExpireSnapshots:
+        """
+        Expire a snapshot by its ID.
+
+        This will mark the snapshot for expiration.
+
+        Args:
+            snapshot_id (int): The ID of the snapshot to expire.
+        Returns:
+            This for method chaining.
+        """
+        if self._transaction.table_metadata.snapshot_by_id(snapshot_id) is None:
+            raise ValueError(f"Snapshot with ID {snapshot_id} does not exist.")
+
+        if snapshot_id in self._get_protected_snapshot_ids():
+            raise ValueError(f"Snapshot with ID {snapshot_id} is protected and cannot be expired.")
+
+        self._snapshot_ids_to_expire.add(snapshot_id)
+
+        return self
+
+    def expire_snapshots_by_ids(self, snapshot_ids: List[int]) -> "ExpireSnapshots":
+        """
+        Expire multiple snapshots by their IDs.
+
+        This will mark the snapshots for expiration.
+
+        Args:
+            snapshot_ids (List[int]): List of snapshot IDs to expire.
+        Returns:
+            This for method chaining.
+        """
+        for snapshot_id in snapshot_ids:
+            self.expire_snapshot_by_id(snapshot_id)
+        return self
+
+    def expire_snapshots_older_than(self, timestamp_ms: int) -> "ExpireSnapshots":
+        """
+        Expire all unprotected snapshots with a timestamp older than a given value.
+
+        Args:
+            timestamp_ms (int): Only snapshots with timestamp_ms < this value will be expired.
+
+        Returns:
+            This for method chaining.
+        """
+        protected_ids = self._get_protected_snapshot_ids()
+        for snapshot in self._transaction.table_metadata.snapshots:
+            if snapshot.timestamp_ms < timestamp_ms and snapshot.snapshot_id not in protected_ids:
+                self._snapshot_ids_to_expire.add(snapshot.snapshot_id)
+        return self
diff --git a/tests/table/test_expire_snapshots.py b/tests/table/test_expire_snapshots.py
new file mode 100644
index 0000000000..82ecb9e493
--- /dev/null
+++ b/tests/table/test_expire_snapshots.py
@@ -0,0 +1,224 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+from unittest.mock import MagicMock
+from uuid import uuid4
+
+import pytest
+
+from pyiceberg.table import CommitTableResponse, Table
+
+
+def test_cannot_expire_protected_head_snapshot(table_v2: Table) -> None:
+    """Test that a HEAD (branch) snapshot cannot be expired."""
+    HEAD_SNAPSHOT = 3051729675574597004
+    KEEP_SNAPSHOT = 3055729675574597004
+
+    # Mock the catalog's commit_table method
+    table_v2.catalog = MagicMock()
+    # Simulate refs protecting HEAD_SNAPSHOT as a branch
+    table_v2.metadata = table_v2.metadata.model_copy(
+        update={
+            "refs": {
+                "main": MagicMock(snapshot_id=HEAD_SNAPSHOT, snapshot_ref_type="branch"),
+                "tag1": MagicMock(snapshot_id=KEEP_SNAPSHOT, snapshot_ref_type="tag"),
+            }
+        }
+    )
+    # Assert fixture data
+    assert any(ref.snapshot_id == HEAD_SNAPSHOT for ref in table_v2.metadata.refs.values())
+
+    # Attempt to expire the HEAD snapshot and expect a ValueError
+    with pytest.raises(ValueError, match=f"Snapshot with ID {HEAD_SNAPSHOT} is protected and cannot be expired."):
+        table_v2.expire_snapshots().expire_snapshot_by_id(HEAD_SNAPSHOT).commit()
+
+    table_v2.catalog.commit_table.assert_not_called()
+
+
+def test_cannot_expire_tagged_snapshot(table_v2: Table) -> None:
+    """Test that a tagged snapshot cannot be expired."""
+    TAGGED_SNAPSHOT = 3051729675574597004
+    KEEP_SNAPSHOT = 3055729675574597004
+
+    table_v2.catalog = MagicMock()
+    # Simulate refs protecting TAGGED_SNAPSHOT as a tag
+    table_v2.metadata = table_v2.metadata.model_copy(
+        update={
+            "refs": {
+                "tag1": MagicMock(snapshot_id=TAGGED_SNAPSHOT, snapshot_ref_type="tag"),
+                "main": MagicMock(snapshot_id=KEEP_SNAPSHOT, snapshot_ref_type="branch"),
+            }
+        }
+    )
+    assert any(ref.snapshot_id == TAGGED_SNAPSHOT for ref in table_v2.metadata.refs.values())
+
+    with pytest.raises(ValueError, match=f"Snapshot with ID {TAGGED_SNAPSHOT} is protected and cannot be expired."):
+        table_v2.expire_snapshots().expire_snapshot_by_id(TAGGED_SNAPSHOT).commit()
+
+    table_v2.catalog.commit_table.assert_not_called()
+
+
+def test_expire_unprotected_snapshot(table_v2: Table) -> None:
+    """Test that an unprotected snapshot can be expired."""
+    EXPIRE_SNAPSHOT = 3051729675574597004
+    KEEP_SNAPSHOT = 3055729675574597004
+
+    mock_response = CommitTableResponse(
+        metadata=table_v2.metadata.model_copy(update={"snapshots": [KEEP_SNAPSHOT]}),
+        metadata_location="mock://metadata/location",
+        uuid=uuid4(),
+    )
+    table_v2.catalog = MagicMock()
+    table_v2.catalog.commit_table.return_value = mock_response
+
+    # Remove any refs that protect the snapshot to be expired
+    table_v2.metadata = table_v2.metadata.model_copy(
+        update={
+            "refs": {
+                "main": MagicMock(snapshot_id=KEEP_SNAPSHOT, snapshot_ref_type="branch"),
+                "tag1": MagicMock(snapshot_id=KEEP_SNAPSHOT, snapshot_ref_type="tag"),
+            }
+        }
+    )
+
+    # Assert fixture data
+    assert all(ref.snapshot_id != EXPIRE_SNAPSHOT for ref in table_v2.metadata.refs.values())
+
+    # Expire the snapshot
+    table_v2.expire_snapshots().expire_snapshot_by_id(EXPIRE_SNAPSHOT).commit()
+
+    table_v2.catalog.commit_table.assert_called_once()
+    remaining_snapshots = table_v2.metadata.snapshots
+    assert EXPIRE_SNAPSHOT not in remaining_snapshots
+    assert len(table_v2.metadata.snapshots) == 1
+
+
+def test_expire_nonexistent_snapshot_raises(table_v2: Table) -> None:
+    """Test that trying to expire a non-existent snapshot raises an error."""
+    NONEXISTENT_SNAPSHOT = 9999999999999999999
+
+    table_v2.catalog = MagicMock()
+    table_v2.metadata = table_v2.metadata.model_copy(update={"refs": {}})
+
+    with pytest.raises(ValueError, match=f"Snapshot with ID {NONEXISTENT_SNAPSHOT} does not exist."):
+        table_v2.expire_snapshots().expire_snapshot_by_id(NONEXISTENT_SNAPSHOT).commit()
+
+    table_v2.catalog.commit_table.assert_not_called()
+
+
+def test_expire_snapshots_by_timestamp_skips_protected(table_v2: Table) -> None:
+    # Setup: two snapshots; both are old, but one is head/tag protected
+    HEAD_SNAPSHOT = 3051729675574597004
+    TAGGED_SNAPSHOT = 3055729675574597004
+
+    # Add snapshots to metadata for timestamp/protected test
+    from types import SimpleNamespace
+
+    table_v2.metadata = table_v2.metadata.model_copy(
+        update={
+            "refs": {
+                "main": MagicMock(snapshot_id=HEAD_SNAPSHOT, snapshot_ref_type="branch"),
+                "mytag": MagicMock(snapshot_id=TAGGED_SNAPSHOT, snapshot_ref_type="tag"),
+            },
+            "snapshots": [
+                SimpleNamespace(snapshot_id=HEAD_SNAPSHOT, timestamp_ms=1, parent_snapshot_id=None),
+                SimpleNamespace(snapshot_id=TAGGED_SNAPSHOT, timestamp_ms=1, parent_snapshot_id=None),
+            ],
+        }
+    )
+    table_v2.catalog = MagicMock()
+
+    # Attempt to expire all snapshots before a future timestamp (so both are candidates)
+    future_timestamp = 9999999999999  # Far in the future, after any real snapshot
+
+    # Mock the catalog's commit_table to return the current metadata (simulate no change)
+    mock_response = CommitTableResponse(
+        metadata=table_v2.metadata,  # protected snapshots remain
+        metadata_location="mock://metadata/location",
+        uuid=uuid4(),
+    )
+    table_v2.catalog.commit_table.return_value = mock_response
+
+    table_v2.expire_snapshots().expire_snapshots_older_than(future_timestamp).commit()
+    # Update metadata to reflect the commit (as in other tests)
+    table_v2.metadata = mock_response.metadata
+
+    # Both protected snapshots should remain
+    remaining_ids = {s.snapshot_id for s in table_v2.metadata.snapshots}
+    assert HEAD_SNAPSHOT in remaining_ids
+    assert TAGGED_SNAPSHOT in remaining_ids
+
+    # No snapshots should have been expired (commit_table called, but with empty snapshot_ids)
+    args, kwargs = table_v2.catalog.commit_table.call_args
+    updates = args[2] if len(args) > 2 else ()
+    # Find RemoveSnapshotsUpdate in updates
+    remove_update = next((u for u in updates if getattr(u, "action", None) == "remove-snapshots"), None)
+    assert remove_update is not None
+    assert remove_update.snapshot_ids == []
+
+
+def test_expire_snapshots_by_ids(table_v2: Table) -> None:
+    """Test that multiple unprotected snapshots can be expired by IDs."""
+    EXPIRE_SNAPSHOT_1 = 3051729675574597004
+    EXPIRE_SNAPSHOT_2 = 3051729675574597005
+    KEEP_SNAPSHOT = 3055729675574597004
+
+    mock_response = CommitTableResponse(
+        metadata=table_v2.metadata.model_copy(update={"snapshots": [KEEP_SNAPSHOT]}),
+        metadata_location="mock://metadata/location",
+        uuid=uuid4(),
+    )
+    table_v2.catalog = MagicMock()
+    table_v2.catalog.commit_table.return_value = mock_response
+
+    # Remove any refs that protect the snapshots to be expired
+    table_v2.metadata = table_v2.metadata.model_copy(
+        update={
+            "refs": {
+                "main": MagicMock(snapshot_id=KEEP_SNAPSHOT, snapshot_ref_type="branch"),
+                "tag1": MagicMock(snapshot_id=KEEP_SNAPSHOT, snapshot_ref_type="tag"),
+            }
+        }
+    )
+
+    # Add snapshots to metadata for multi-id test
+    from types import SimpleNamespace
+
+    table_v2.metadata = table_v2.metadata.model_copy(
+        update={
+            "refs": {
+                "main": MagicMock(snapshot_id=KEEP_SNAPSHOT, snapshot_ref_type="branch"),
+                "tag1": MagicMock(snapshot_id=KEEP_SNAPSHOT, snapshot_ref_type="tag"),
+            },
+            "snapshots": [
+                SimpleNamespace(snapshot_id=EXPIRE_SNAPSHOT_1, timestamp_ms=1, parent_snapshot_id=None),
+                SimpleNamespace(snapshot_id=EXPIRE_SNAPSHOT_2, timestamp_ms=1, parent_snapshot_id=None),
+                SimpleNamespace(snapshot_id=KEEP_SNAPSHOT, timestamp_ms=2, parent_snapshot_id=None),
+            ],
+        }
+    )
+
+    # Assert fixture data
+    assert all(ref.snapshot_id not in (EXPIRE_SNAPSHOT_1, EXPIRE_SNAPSHOT_2) for ref in table_v2.metadata.refs.values())
+
+    # Expire the snapshots
+    table_v2.expire_snapshots().expire_snapshots_by_ids([EXPIRE_SNAPSHOT_1, EXPIRE_SNAPSHOT_2]).commit()
+
+    table_v2.catalog.commit_table.assert_called_once()
+    remaining_snapshots = table_v2.metadata.snapshots
+    assert EXPIRE_SNAPSHOT_1 not in remaining_snapshots
+    assert EXPIRE_SNAPSHOT_2 not in remaining_snapshots
+    assert len(table_v2.metadata.snapshots) == 1

From 2a5519c054bdcfc946c3600b0e6a2724cf8290e1 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Fri, 20 Jun 2025 16:36:27 +0200
Subject: [PATCH 237/357] Build: Bump third party deps (#2127)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

In https://github.com/apache/iceberg-python/pull/2125 we got a warning
from the google-auth package, and we're on `1.6.3` while `2.40.3` is out
there. So maybe good to bump everything 👍

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# Rationale for this change

# Are these changes tested?

# Are there any user-facing changes?

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---
 poetry.lock | 871 ++++++++++++++++++++++++++++------------------------
 1 file changed, 478 insertions(+), 393 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index f4da5368b1..887d029eff 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -59,7 +59,7 @@ description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -67,99 +67,99 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.12.12"
+version = "3.12.13"
 description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
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+    {file = "aiohttp-3.12.13-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:5304d74867028cca8f64f1cc1215eb365388033c5a691ea7aa6b0dc47412f495"},
+    {file = "aiohttp-3.12.13-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:64d1f24ee95a2d1e094a4cd7a9b7d34d08db1bbcb8aa9fb717046b0a884ac294"},
+    {file = "aiohttp-3.12.13-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:119c79922a7001ca6a9e253228eb39b793ea994fd2eccb79481c64b5f9d2a055"},
+    {file = "aiohttp-3.12.13-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:bb18f00396d22e2f10cd8825d671d9f9a3ba968d708a559c02a627536b36d91c"},
+    {file = "aiohttp-3.12.13-cp39-cp39-win32.whl", hash = "sha256:0022de47ef63fd06b065d430ac79c6b0bd24cdae7feaf0e8c6bac23b805a23a8"},
+    {file = "aiohttp-3.12.13-cp39-cp39-win_amd64.whl", hash = "sha256:29e08111ccf81b2734ae03f1ad1cb03b9615e7d8f616764f22f71209c094f122"},
+    {file = "aiohttp-3.12.13.tar.gz", hash = "sha256:47e2da578528264a12e4e3dd8dd72a7289e5f812758fe086473fab037a10fcce"},
 ]
 
 [package.dependencies]
@@ -202,7 +202,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
+markers = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\")"
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -268,7 +268,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version <= \"3.10\""
+markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version <= \"3.10\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -285,7 +285,7 @@ files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
-markers = {main = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"}
+markers = {main = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\")"}
 
 [package.extras]
 benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
@@ -297,24 +297,24 @@ tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" a
 
 [[package]]
 name = "aws-sam-translator"
-version = "1.98.0"
+version = "1.99.0"
 description = "AWS SAM Translator is a library that transform SAM templates into AWS CloudFormation templates"
 optional = false
 python-versions = "!=4.0,<=4.0,>=3.8"
 groups = ["dev"]
 files = [
-    {file = "aws_sam_translator-1.98.0-py3-none-any.whl", hash = "sha256:65e7afffdda2e6f715debc251ddae5deba079af41db5dd9ecd370d658b9d728e"},
-    {file = "aws_sam_translator-1.98.0.tar.gz", hash = "sha256:fe9fdf51b593aca4cde29f555e272b00d90662315c8078e9f5f3448dd962c66b"},
+    {file = "aws_sam_translator-1.99.0-py3-none-any.whl", hash = "sha256:b1997e09da876342655eb568e66098280ffd137213009f0136b57f4e7694c98c"},
+    {file = "aws_sam_translator-1.99.0.tar.gz", hash = "sha256:be326054a7ee2f535fcd914db85e5d50bdf4054313c14888af69b6de3187cdf8"},
 ]
 
 [package.dependencies]
-boto3 = ">=1.19.5,<2.dev0"
+boto3 = ">=1.34.0,<2.0.0"
 jsonschema = ">=3.2,<5"
 pydantic = ">=1.8,<1.10.15 || >1.10.15,<1.10.17 || >1.10.17,<3"
 typing_extensions = ">=4.4"
 
 [package.extras]
-dev = ["black (==24.3.0)", "boto3 (>=1.23,<2)", "boto3-stubs[appconfig,serverlessrepo] (>=1.19.5,<2.dev0)", "coverage (>=5.3,<8)", "dateparser (>=1.1,<2.0)", "mypy (>=1.3.0,<1.4.0)", "parameterized (>=0.7,<1.0)", "pytest (>=6.2,<8)", "pytest-cov (>=2.10,<5)", "pytest-env (>=0.6,<1)", "pytest-rerunfailures (>=9.1,<12)", "pytest-xdist (>=2.5,<4)", "pyyaml (>=6.0,<7.0)", "requests (>=2.28,<3.0)", "ruamel.yaml (==0.17.21)", "ruff (>=0.4.5,<0.5.0)", "tenacity (>=8.0,<9.0)", "types-PyYAML (>=6.0,<7.0)", "types-jsonschema (>=3.2,<4.0)"]
+dev = ["black (==24.3.0)", "boto3 (>=1.34.0,<2.0.0)", "boto3-stubs[appconfig,serverlessrepo] (>=1.34.0,<2.0.0)", "cloudformation-cli (>=0.2.39,<0.3.0)", "coverage (>=5.3,<8)", "dateparser (>=1.1,<2.0)", "mypy (>=1.3.0,<1.4.0)", "parameterized (>=0.7,<1.0)", "pytest (>=6.2,<8)", "pytest-cov (>=2.10,<5)", "pytest-env (>=0.6,<1)", "pytest-rerunfailures (>=9.1,<12)", "pytest-xdist (>=2.5,<4)", "pyyaml (>=6.0,<7.0)", "requests (>=2.28,<3.0)", "ruamel.yaml (==0.17.21)", "ruff (>=0.4.5,<0.5.0)", "tenacity (>=9.0,<10.0)", "types-PyYAML (>=6.0,<7.0)", "types-jsonschema (>=3.2,<4.0)"]
 
 [[package]]
 name = "aws-xray-sdk"
@@ -488,7 +488,7 @@ files = [
     {file = "boto3-1.38.27-py3-none-any.whl", hash = "sha256:95f5fe688795303a8a15e8b7e7f255cadab35eae459d00cc281a4fd77252ea80"},
     {file = "boto3-1.38.27.tar.gz", hash = "sha256:94bd7fdd92d5701b362d4df100d21e28f8307a67ff56b6a8b0398119cf22f859"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.38.27,<1.39.0"
@@ -509,7 +509,7 @@ files = [
     {file = "botocore-1.38.27-py3-none-any.whl", hash = "sha256:a785d5e9a5eda88ad6ab9ed8b87d1f2ac409d0226bba6ff801c55359e94d91a8"},
     {file = "botocore-1.38.27.tar.gz", hash = "sha256:9788f7efe974328a38cbade64cc0b1e67d27944b899f88cb786ae362973133b6"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -551,26 +551,26 @@ virtualenv = ["virtualenv (>=20.0.35)"]
 
 [[package]]
 name = "cachetools"
-version = "6.1.0"
+version = "5.5.2"
 description = "Extensible memoizing collections and decorators"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.7"
 groups = ["main"]
 files = [
-    {file = "cachetools-6.1.0-py3-none-any.whl", hash = "sha256:1c7bb3cf9193deaf3508b7c5f2a79986c13ea38965c5adcff1f84519cf39163e"},
-    {file = "cachetools-6.1.0.tar.gz", hash = "sha256:b4c4f404392848db3ce7aac34950d17be4d864da4b8b66911008e430bc544587"},
+    {file = "cachetools-5.5.2-py3-none-any.whl", hash = "sha256:d26a22bcc62eb95c3beabd9f1ee5e820d3d2704fe2967cbe350e20c8ffcd3f0a"},
+    {file = "cachetools-5.5.2.tar.gz", hash = "sha256:1a661caa9175d26759571b2e19580f9d6393969e5dfca11fdb1f947a23e640d4"},
 ]
 
 [[package]]
 name = "certifi"
-version = "2025.4.26"
+version = "2025.6.15"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 groups = ["main", "dev", "docs"]
 files = [
-    {file = "certifi-2025.4.26-py3-none-any.whl", hash = "sha256:30350364dfe371162649852c63336a15c70c6510c2ad5015b21c2345311805f3"},
-    {file = "certifi-2025.4.26.tar.gz", hash = "sha256:0a816057ea3cdefcef70270d2c515e4506bbc954f417fa5ade2021213bb8f0c6"},
+    {file = "certifi-2025.6.15-py3-none-any.whl", hash = "sha256:2e0c7ce7cb5d8f8634ca55d2ba7e6ec2689a2fd6537d8dec1296a477a4910057"},
+    {file = "certifi-2025.6.15.tar.gz", hash = "sha256:d747aa5a8b9bbbb1bb8c22bb13e22bd1f18e9796defa16bab421f7f7a317323b"},
 ]
 
 [[package]]
@@ -668,14 +668,14 @@ files = [
 
 [[package]]
 name = "cfn-lint"
-version = "1.35.4"
+version = "1.36.1"
 description = "Checks CloudFormation templates for practices and behaviour that could potentially be improved"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "cfn_lint-1.35.4-py3-none-any.whl", hash = "sha256:4649797b4a6975a8ca5ebbf51e568a52383fa5b7d591f92266b8803735e5a52f"},
-    {file = "cfn_lint-1.35.4.tar.gz", hash = "sha256:da38218367217b909884ec2efe361b3992868f140b1d5f37dc64a9e328d9ddb9"},
+    {file = "cfn_lint-1.36.1-py3-none-any.whl", hash = "sha256:1f5eae322cabc9b73a717b83bf3a73709e2193fbf7fd399339e016a0838de7a3"},
+    {file = "cfn_lint-1.36.1.tar.gz", hash = "sha256:ccb85398fb1d8d8d87edafe207ab6a133c4ab9aefd3ff93591b6ad8c3ccab291"},
 ]
 
 [package.dependencies]
@@ -802,6 +802,7 @@ description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev", "docs"]
+markers = "python_version < \"3.10\""
 files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
     {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
@@ -810,6 +811,22 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
+[[package]]
+name = "click"
+version = "8.2.1"
+description = "Composable command line interface toolkit"
+optional = false
+python-versions = ">=3.10"
+groups = ["main", "dev", "docs"]
+markers = "python_version >= \"3.10\""
+files = [
+    {file = "click-8.2.1-py3-none-any.whl", hash = "sha256:61a3265b914e850b85317d0b3109c7f8cd35a670f963866005d6ef1d5175a12b"},
+    {file = "click-8.2.1.tar.gz", hash = "sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -1418,7 +1435,7 @@ files = [
     {file = "filelock-3.18.0-py3-none-any.whl", hash = "sha256:c401f4f8377c4464e6db25fff06205fd89bdd83b65eb0488ed1b160f780e21de"},
     {file = "filelock-3.18.0.tar.gz", hash = "sha256:adbc88eabb99d2fec8c9c1b229b171f18afa655400173ddc653d5d01501fb9f2"},
 ]
-markers = {main = "extra == \"ray\" or extra == \"hf\""}
+markers = {main = "python_version == \"3.9\" and (extra == \"ray\" or extra == \"hf\") or extra == \"hf\" or extra == \"ray\""}
 
 [package.extras]
 docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
@@ -1452,14 +1469,14 @@ dotenv = ["python-dotenv"]
 
 [[package]]
 name = "flask-cors"
-version = "6.0.0"
+version = "6.0.1"
 description = "A Flask extension simplifying CORS support"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["dev"]
 files = [
-    {file = "flask_cors-6.0.0-py3-none-any.whl", hash = "sha256:6332073356452343a8ccddbfec7befdc3fdd040141fe776ec9b94c262f058657"},
-    {file = "flask_cors-6.0.0.tar.gz", hash = "sha256:4592c1570246bf7beee96b74bc0adbbfcb1b0318f6ba05c412e8909eceec3393"},
+    {file = "flask_cors-6.0.1-py3-none-any.whl", hash = "sha256:c7b2cbfb1a31aa0d2e5341eea03a6805349f7a61647daee1a15c46bbe981494c"},
+    {file = "flask_cors-6.0.1.tar.gz", hash = "sha256:d81bcb31f07b0985be7f48406247e9243aced229b7747219160a0559edd678db"},
 ]
 
 [package.dependencies]
@@ -1473,7 +1490,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
+markers = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\")"
 files = [
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cc4df77d638aa2ed703b878dd093725b72a824c3c546c076e8fdf276f78ee84a"},
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:716a9973a2cc963160394f701964fe25012600f3d311f60c790400b00e568b61"},
@@ -1705,65 +1722,76 @@ dev = ["flake8", "markdown", "twine", "wheel"]
 
 [[package]]
 name = "google-api-core"
-version = "1.16.0"
+version = "2.25.1"
 description = "Google API client core library"
 optional = true
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
+python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
-    {file = "google-api-core-1.16.0.tar.gz", hash = "sha256:92e962a087f1c4b8d1c5c88ade1c1dfd550047dcffb320c57ef6a534a20403e2"},
-    {file = "google_api_core-1.16.0-py2.py3-none-any.whl", hash = "sha256:859f7392676761f2b160c6ee030c3422135ada4458f0948c5690a6a7c8d86294"},
+    {file = "google_api_core-2.25.1-py3-none-any.whl", hash = "sha256:8a2a56c1fef82987a524371f99f3bd0143702fecc670c72e600c1cda6bf8dbb7"},
+    {file = "google_api_core-2.25.1.tar.gz", hash = "sha256:d2aaa0b13c78c61cb3f4282c464c046e45fbd75755683c9c525e6e8f7ed0a5e8"},
 ]
 
 [package.dependencies]
-google-auth = ">=0.4.0,<2.0dev"
-googleapis-common-protos = ">=1.6.0,<2.0dev"
-protobuf = ">=3.4.0"
-pytz = "*"
-requests = ">=2.18.0,<3.0.0dev"
-setuptools = ">=34.0.0"
-six = ">=1.10.0"
+google-auth = ">=2.14.1,<3.0.0"
+googleapis-common-protos = ">=1.56.2,<2.0.0"
+proto-plus = [
+    {version = ">=1.22.3,<2.0.0"},
+    {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""},
+]
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
+requests = ">=2.18.0,<3.0.0"
 
 [package.extras]
-grpc = ["grpcio (>=1.8.2,<2.0dev)"]
-grpcgcp = ["grpcio-gcp (>=0.2.2)"]
-grpcio-gcp = ["grpcio-gcp (>=0.2.2)"]
+async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.0)"]
+grpc = ["grpcio (>=1.33.2,<2.0.0)", "grpcio (>=1.49.1,<2.0.0) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.0)", "grpcio-status (>=1.49.1,<2.0.0) ; python_version >= \"3.11\""]
+grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"]
+grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"]
 
 [[package]]
 name = "google-auth"
-version = "1.6.3"
+version = "2.40.3"
 description = "Google Authentication Library"
 optional = true
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
+python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
-    {file = "google-auth-1.6.3.tar.gz", hash = "sha256:0f7c6a64927d34c1a474da92cfc59e552a5d3b940d3266606c6a28b72888b9e4"},
-    {file = "google_auth-1.6.3-py2.py3-none-any.whl", hash = "sha256:20705f6803fd2c4d1cc2dcb0df09d4dfcb9a7d51fd59e94a3a28231fd93119ed"},
+    {file = "google_auth-2.40.3-py2.py3-none-any.whl", hash = "sha256:1370d4593e86213563547f97a92752fc658456fe4514c809544f330fed45a7ca"},
+    {file = "google_auth-2.40.3.tar.gz", hash = "sha256:500c3a29adedeb36ea9cf24b8d10858e152f2412e3ca37829b3fa18e33d63b77"},
 ]
 
 [package.dependencies]
-cachetools = ">=2.0.0"
+cachetools = ">=2.0.0,<6.0"
 pyasn1-modules = ">=0.2.1"
-rsa = ">=3.1.4"
-six = ">=1.9.0"
+rsa = ">=3.1.4,<5"
+
+[package.extras]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0)", "requests (>=2.20.0,<3.0.0)"]
+enterprise-cert = ["cryptography", "pyopenssl"]
+pyjwt = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
+pyopenssl = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
+reauth = ["pyu2f (>=0.1.5)"]
+requests = ["requests (>=2.20.0,<3.0.0)"]
+testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"]
+urllib3 = ["packaging", "urllib3"]
 
 [[package]]
 name = "google-auth-oauthlib"
-version = "0.5.3"
+version = "1.2.2"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.6"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
-    {file = "google-auth-oauthlib-0.5.3.tar.gz", hash = "sha256:307d21918d61a0741882ad1fd001c67e68ad81206451d05fc4d26f79de56fc90"},
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+    {file = "google_auth_oauthlib-1.2.2-py3-none-any.whl", hash = "sha256:fd619506f4b3908b5df17b65f39ca8d66ea56986e5472eb5978fd8f3786f00a2"},
+    {file = "google_auth_oauthlib-1.2.2.tar.gz", hash = "sha256:11046fb8d3348b296302dd939ace8af0a724042e8029c1b872d87fabc9f41684"},
 ]
 
 [package.dependencies]
-google-auth = ">=1.0.0"
+google-auth = ">=2.15.0"
 requests-oauthlib = ">=0.7.0"
 
 [package.extras]
@@ -1771,58 +1799,115 @@ tool = ["click (>=6.0.0)"]
 
 [[package]]
 name = "google-cloud-core"
-version = "1.4.0"
+version = "2.4.3"
 description = "Google Cloud API client core library"
 optional = true
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
+python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
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+    {file = "google_cloud_core-2.4.3-py2.py3-none-any.whl", hash = "sha256:5130f9f4c14b4fafdff75c79448f9495cfade0d8775facf1b09c3bf67e027f6e"},
+    {file = "google_cloud_core-2.4.3.tar.gz", hash = "sha256:1fab62d7102844b278fe6dead3af32408b1df3eb06f5c7e8634cbd40edc4da53"},
 ]
 
 [package.dependencies]
-google-api-core = ">=1.16.0,<2.0.0dev"
+google-api-core = ">=1.31.6,<2.0.dev0 || >2.3.0,<3.0.0dev"
+google-auth = ">=1.25.0,<3.0dev"
 
 [package.extras]
-grpc = ["grpcio (>=1.8.2,<2.0dev)"]
+grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
 
 [[package]]
 name = "google-cloud-storage"
-version = "1.23.0"
+version = "3.1.1"
 description = "Google Cloud Storage API client library"
 optional = true
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
+python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
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+    {file = "google_cloud_storage-3.1.1-py3-none-any.whl", hash = "sha256:ba7e6ae2be5a7a08742f001e23ec6a0c17d78c620f63bf8e0e7c2cbdddb407de"},
+    {file = "google_cloud_storage-3.1.1.tar.gz", hash = "sha256:f9c8f965cafd1d38509f8e2b070339e0e9e5bf050774653bf36213d4ea6104c0"},
 ]
 
 [package.dependencies]
-google-auth = ">=1.2.0"
-google-cloud-core = ">=1.0.3,<2.0dev"
-google-resumable-media = ">=0.5.0,<0.6dev"
+google-api-core = ">=2.15.0,<3.0.0"
+google-auth = ">=2.26.1,<3.0.0"
+google-cloud-core = ">=2.4.2,<3.0.0"
+google-crc32c = ">=1.1.3,<2.0.0"
+google-resumable-media = ">=2.7.2,<3.0.0"
+requests = ">=2.22.0,<3.0.0"
+
+[package.extras]
+protobuf = ["protobuf (>=3.20.2,<7.0.0)"]
+tracing = ["opentelemetry-api (>=1.1.0,<2.0.0)"]
+
+[[package]]
+name = "google-crc32c"
+version = "1.7.1"
+description = "A python wrapper of the C library 'Google CRC32C'"
+optional = true
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"gcsfs\""
+files = [
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+]
+
+[package.extras]
+testing = ["pytest"]
 
 [[package]]
 name = "google-resumable-media"
-version = "0.5.1"
+version = "2.7.2"
 description = "Utilities for Google Media Downloads and Resumable Uploads"
 optional = true
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
+python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
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+    {file = "google_resumable_media-2.7.2-py2.py3-none-any.whl", hash = "sha256:3ce7551e9fe6d99e9a126101d2536612bb73486721951e9562fee0f90c6ababa"},
+    {file = "google_resumable_media-2.7.2.tar.gz", hash = "sha256:5280aed4629f2b60b847b0d42f9857fd4935c11af266744df33d8074cae92fe0"},
 ]
 
 [package.dependencies]
-six = "*"
+google-crc32c = ">=1.0,<2.0dev"
 
 [package.extras]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)", "google-auth (>=1.22.0,<2.0dev)"]
 requests = ["requests (>=2.18.0,<3.0.0dev)"]
 
 [[package]]
@@ -1945,21 +2030,21 @@ colorama = ">=0.4"
 
 [[package]]
 name = "hf-xet"
-version = "1.1.3"
+version = "1.1.4"
 description = "Fast transfer of large files with the Hugging Face Hub."
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"hf\" and (platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\")"
 files = [
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+    {file = "hf_xet-1.1.4-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:73346ba3e2e15ea8909a26b0862b458f15b003e6277935e3fba5bf273508d698"},
+    {file = "hf_xet-1.1.4-cp37-abi3-win_amd64.whl", hash = "sha256:52e8f8bc2029d8b911493f43cea131ac3fa1f0dc6a13c50b593c4516f02c6fc3"},
+    {file = "hf_xet-1.1.4.tar.gz", hash = "sha256:875158df90cb13547752532ed73cad9dfaad3b29e203143838f67178418d08a4"},
 ]
 
 [package.extras]
@@ -2179,7 +2264,7 @@ files = [
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 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [[package]]
 name = "joserfc"
@@ -2223,8 +2308,6 @@ python-versions = "*"
 groups = ["dev"]
 files = [
     {file = "jsonpath-ng-1.7.0.tar.gz", hash = "sha256:f6f5f7fd4e5ff79c785f1573b394043b39849fb2bb47bcead935d12b00beab3c"},
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 ]
 
 [package.dependencies]
@@ -2340,14 +2423,14 @@ files = [
 
 [[package]]
 name = "markdown"
-version = "3.8"
+version = "3.8.2"
 description = "Python implementation of John Gruber's Markdown."
 optional = false
 python-versions = ">=3.9"
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 [package.dependencies]
@@ -3269,7 +3353,7 @@ description = "Fundamental package for array computing in Python"
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "(extra == \"pandas\" or extra == \"ray\") and python_version == \"3.10\""
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 optional = true
 python-versions = ">=3.11"
 groups = ["main"]
-markers = "python_version >= \"3.11\" and (extra == \"pandas\" or extra == \"ray\")"
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 [[package]]
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 optional = true
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+markers = {main = "python_version == \"3.9\" and (extra == \"ray\" or extra == \"hf\") or extra == \"hf\" or extra == \"ray\""}
 
 [[package]]
 name = "paginate"
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 [package.dependencies]
 numpy = [
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-    {version = ">=1.23.2", markers = "python_version == \"3.11\""},
     {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
+    {version = ">=1.23.2", markers = "python_version == \"3.11\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -3631,20 +3699,20 @@ files = [
 
 [[package]]
 name = "polars"
-version = "1.30.0"
+version = "1.31.0"
 description = "Blazingly fast DataFrame library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"polars\""
 files = [
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+    {file = "polars-1.31.0-cp39-abi3-win_arm64.whl", hash = "sha256:62ef23bb9d10dca4c2b945979f9a50812ac4ace4ed9e158a6b5d32a7322e6f75"},
+    {file = "polars-1.31.0.tar.gz", hash = "sha256:59a88054a5fc0135386268ceefdbb6a6cc012d21b5b44fed4f1d3faabbdcbf32"},
 ]
 
 [package.extras]
@@ -3655,7 +3723,7 @@ calamine = ["fastexcel (>=0.9)"]
 cloudpickle = ["cloudpickle"]
 connectorx = ["connectorx (>=0.3.2)"]
 database = ["polars[adbc,connectorx,sqlalchemy]"]
-deltalake = ["deltalake (>=0.19.0)"]
+deltalake = ["deltalake (>=1.0.0)"]
 excel = ["polars[calamine,openpyxl,xlsx2csv,xlsxwriter]"]
 fsspec = ["fsspec"]
 gpu = ["cudf-polars-cu12"]
@@ -3700,7 +3768,7 @@ description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
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@@ -3802,6 +3870,25 @@ files = [
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 ]
 
+[[package]]
+name = "proto-plus"
+version = "1.26.1"
+description = "Beautiful, Pythonic protocol buffers"
+optional = true
+python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"gcsfs\""
+files = [
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+]
+
+[package.dependencies]
+protobuf = ">=3.19.0,<7.0.0"
+
+[package.extras]
+testing = ["google-api-core (>=1.31.5)"]
+
 [[package]]
 name = "protobuf"
 version = "6.31.1"
@@ -3809,7 +3896,7 @@ description = ""
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"ray\" or extra == \"gcsfs\""
+markers = "python_version == \"3.9\" and (extra == \"ray\" or extra == \"gcsfs\") or extra == \"gcsfs\" or extra == \"ray\""
 files = [
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@@ -3878,7 +3965,6 @@ files = [
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@@ -4008,7 +4094,7 @@ files = [
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     {file = "pyarrow-20.0.0.tar.gz", hash = "sha256:febc4a913592573c8d5805091a6c2b5064c8bd6e002131f01061797d91c783c1"},
 ]
-markers = {main = "extra == \"daft\" or extra == \"duckdb\" or extra == \"pandas\" or extra == \"pyarrow\" or extra == \"ray\""}
+markers = {main = "extra == \"pyarrow\" or extra == \"pandas\" or extra == \"duckdb\" or extra == \"ray\" or extra == \"daft\""}
 
 [package.extras]
 test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
@@ -4518,7 +4604,7 @@ description = "World timezone definitions, modern and historical"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"gcsfs\" or extra == \"pandas\" or extra == \"ray\""
+markers = "extra == \"pandas\" or extra == \"ray\""
 files = [
     {file = "pytz-2025.2-py2.py3-none-any.whl", hash = "sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00"},
     {file = "pytz-2025.2.tar.gz", hash = "sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3"},
@@ -4613,7 +4699,7 @@ files = [
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     {file = "pyyaml-6.0.2.tar.gz", hash = "sha256:d584d9ec91ad65861cc08d42e834324ef890a082e591037abe114850ff7bbc3e"},
 ]
-markers = {main = "extra == \"ray\" or extra == \"hf\""}
+markers = {main = "python_version == \"3.9\" and (extra == \"ray\" or extra == \"hf\") or extra == \"hf\" or extra == \"ray\""}
 
 [[package]]
 name = "pyyaml-env-tag"
@@ -5137,7 +5223,7 @@ files = [
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     {file = "s3transfer-0.13.0.tar.gz", hash = "sha256:f5e6db74eb7776a37208001113ea7aa97695368242b364d73e91c981ac522177"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.37.4,<2.0a.0"
@@ -5151,12 +5237,11 @@ version = "80.9.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["dev"]
 files = [
     {file = "setuptools-80.9.0-py3-none-any.whl", hash = "sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922"},
     {file = "setuptools-80.9.0.tar.gz", hash = "sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c"},
 ]
-markers = {main = "extra == \"gcsfs\""}
 
 [package.extras]
 check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\"", "ruff (>=0.8.0) ; sys_platform != \"cygwin\""]
@@ -5646,7 +5731,7 @@ description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"daft\" or extra == \"hf\""
+markers = "extra == \"hf\" or extra == \"daft\""
 files = [
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     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -5723,15 +5808,15 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "urllib3"
-version = "2.4.0"
+version = "2.5.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev", "docs"]
 markers = "python_version >= \"3.10\""
 files = [
-    {file = "urllib3-2.4.0-py3-none-any.whl", hash = "sha256:4e16665048960a0900c702d4a66415956a584919c03361cac9f1df5c5dd7e813"},
-    {file = "urllib3-2.4.0.tar.gz", hash = "sha256:414bc6535b787febd7567804cc015fee39daab8ad86268f1310a9250697de466"},
+    {file = "urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"},
+    {file = "urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760"},
 ]
 
 [package.extras]
@@ -5931,7 +6016,7 @@ description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6032e6da6abd41e4acda34d75a816012717000fa6839f37124a47fcefc49bec4"},
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2c7b34d804b8cf9b214f05015c4fee2ebe7ed05cf581e7192c06555c71f4446a"},

From 0ce2992ddc6d1c187593715a9c47998433941c04 Mon Sep 17 00:00:00 2001
From: NikitaMatskevich <nikita.matckevich@datadoghq.com>
Date: Fri, 20 Jun 2025 17:11:08 +0200
Subject: [PATCH 238/357] Support ADLS with Pyarrow file IO (#2111)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

Starting from version 20, PyArrow supports ADLS filesystem. This PR adds
Pyarrow Azure support to Pyiceberg.

PyArrow is the [default
IO](https://github.com/apache/iceberg-python/blob/main/pyiceberg/io/__init__.py#L366-L369)
for Pyiceberg catalogs. In Azure environment it handles wider spectrum
of auth strategies then Fsspec, including, for instance, [Managed
Identities](https://learn.microsoft.com/en-us/entra/identity/managed-identities-azure-resources/overview).
Also, prior to this PR
https://github.com/apache/iceberg-python/pull/1663 (that is not merged
yet) there was no support for wasb(s) with Fsspec.

See the corresponding issue for more details:
https://github.com/apache/iceberg-python/issues/2112

# Are these changes tested?

Tests are added under tests/io/test_pyarrow.py.

# Are there any user-facing changes?

There are no API breaking changes. Direct impact of the PR: Pyarrow
FileIO in Pyiceberg supports Azure cloud environment. Examples of impact
for final users:
- Pyiceberg is usable in services with Managed Identities auth strategy.
 - Pyiceberg is usable with wasb(s) schemes in Azure.

<!-- In the case of user-facing changes, please add the changelog label.
-->

---------

Co-authored-by: Kevin Liu <kevinjqliu@users.noreply.github.com>
Co-authored-by: Kevin Liu <kevin.jq.liu@gmail.com>
---
 mkdocs/docs/configuration.md |  24 +++--
 pyiceberg/io/__init__.py     |   4 +
 pyiceberg/io/pyarrow.py      |  47 ++++++++
 tests/conftest.py            |  79 ++++++++++----
 tests/io/test_pyarrow.py     | 201 ++++++++++++++++++++++++++++++++++-
 5 files changed, 321 insertions(+), 34 deletions(-)

diff --git a/mkdocs/docs/configuration.md b/mkdocs/docs/configuration.md
index 3037e0f5a2..539fa48266 100644
--- a/mkdocs/docs/configuration.md
+++ b/mkdocs/docs/configuration.md
@@ -146,16 +146,20 @@ For the FileIO there are several configuration options available:
 
 <!-- markdown-link-check-disable -->
 
-| Key                    | Example                                                                                   | Description                                                                                                                                                                                                                                                                            |
-| ---------------------- | ----------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| adls.connection-string | AccountName=devstoreaccount1;AccountKey=Eby8vdM02xNOcqF...;BlobEndpoint=<http://localhost/> | A [connection string](https://learn.microsoft.com/en-us/azure/storage/common/storage-configure-connection-string). This could be used to use FileIO with any adls-compatible object storage service that has a different endpoint (like [azurite](https://github.com/azure/azurite)). |
-| adls.account-name      | devstoreaccount1                                                                          | The account that you want to connect to                                                                                                                                                                                                                                                |
-| adls.account-key       | Eby8vdM02xNOcqF...                                                                        | The key to authentication against the account.                                                                                                                                                                                                                                         |
-| adls.sas-token         | NuHOuuzdQN7VRM%2FOpOeqBlawRCA845IY05h9eu1Yte4%3D                                          | The shared access signature                                                                                                                                                                                                                                                            |
-| adls.tenant-id         | ad667be4-b811-11ed-afa1-0242ac120002                                                      | The tenant-id                                                                                                                                                                                                                                                                          |
-| adls.client-id         | ad667be4-b811-11ed-afa1-0242ac120002                                                      | The client-id                                                                                                                                                                                                                                                                          |
-| adls.client-secret     | oCA3R6P\*ka#oa1Sms2J74z...                                                                | The client-secret                                                                                                                                                                                                                                                                      |
-| adls.account-host      | accountname1.blob.core.windows.net                                                        | The storage account host. See [AzureBlobFileSystem](https://github.com/fsspec/adlfs/blob/adb9c53b74a0d420625b86dd00fbe615b43201d2/adlfs/spec.py#L125) for reference                                                                                                                   |
+| Key                          | Example                                                                                     | Description                                                                                                                                                                                                                                                                           |
+|------------------------------|---------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| adls.connection-string       | AccountName=devstoreaccount1;AccountKey=Eby8vdM02xNOcqF...;BlobEndpoint=<http://localhost/> | A [connection string](https://learn.microsoft.com/en-us/azure/storage/common/storage-configure-connection-string). This could be used to use FileIO with any adls-compatible object storage service that has a different endpoint (like [azurite](https://github.com/azure/azurite)). |
+| adls.account-name            | devstoreaccount1                                                                            | The account that you want to connect to                                                                                                                                                                                                                                               |
+| adls.account-key             | Eby8vdM02xNOcqF...                                                                          | The key to authentication against the account.                                                                                                                                                                                                                                        |
+| adls.sas-token               | NuHOuuzdQN7VRM%2FOpOeqBlawRCA845IY05h9eu1Yte4%3D                                            | The shared access signature                                                                                                                                                                                                                                                           |
+| adls.tenant-id               | ad667be4-b811-11ed-afa1-0242ac120002                                                        | The tenant-id                                                                                                                                                                                                                                                                         |
+| adls.client-id               | ad667be4-b811-11ed-afa1-0242ac120002                                                        | The client-id                                                                                                                                                                                                                                                                         |
+| adls.client-secret           | oCA3R6P\*ka#oa1Sms2J74z...                                                                  | The client-secret                                                                                                                                                                                                                                                                     |
+| adls.account-host            | accountname1.blob.core.windows.net                                                          | The storage account host. See [AzureBlobFileSystem](https://github.com/fsspec/adlfs/blob/adb9c53b74a0d420625b86dd00fbe615b43201d2/adlfs/spec.py#L125) for reference                                                                                                                   |
+| adls.blob-storage-authority  | .blob.core.windows.net                                                                      | The hostname[:port] of the Blob Service. Defaults to `.blob.core.windows.net`. Useful for connecting to a local emulator, like [azurite](https://github.com/azure/azurite). See [AzureFileSystem](https://arrow.apache.org/docs/python/filesystems.html#azure-storage-file-system) for reference                          |
+| adls.dfs-storage-authority   | .dfs.core.windows.net                                                                       | The hostname[:port] of the Data Lake Gen 2 Service. Defaults to `.dfs.core.windows.net`. Useful for connecting to a local emulator, like [azurite](https://github.com/azure/azurite). See [AzureFileSystem](https://arrow.apache.org/docs/python/filesystems.html#azure-storage-file-system) for reference                |
+| adls.blob-storage-scheme     | https                                                                                       | Either `http` or `https`. Defaults to `https`. Useful for connecting to a local emulator, like [azurite](https://github.com/azure/azurite). See [AzureFileSystem](https://arrow.apache.org/docs/python/filesystems.html#azure-storage-file-system) for reference                                                      |
+| adls.dfs-storage-scheme      | https                                                                                       | Either `http` or `https`. Defaults to `https`. Useful for connecting to a local emulator, like [azurite](https://github.com/azure/azurite). See [AzureFileSystem](https://arrow.apache.org/docs/python/filesystems.html#azure-storage-file-system) for reference                                                          |
 
 <!-- markdown-link-check-enable-->
 
diff --git a/pyiceberg/io/__init__.py b/pyiceberg/io/__init__.py
index ba9738070f..2a73aba7f2 100644
--- a/pyiceberg/io/__init__.py
+++ b/pyiceberg/io/__init__.py
@@ -80,6 +80,10 @@
 ADLS_CLIENT_ID = "adls.client-id"
 ADLS_CLIENT_SECRET = "adls.client-secret"
 ADLS_ACCOUNT_HOST = "adls.account-host"
+ADLS_BLOB_STORAGE_AUTHORITY = "adls.blob-storage-authority"
+ADLS_DFS_STORAGE_AUTHORITY = "adls.dfs-storage-authority"
+ADLS_BLOB_STORAGE_SCHEME = "adls.blob-storage-scheme"
+ADLS_DFS_STORAGE_SCHEME = "adls.dfs-storage-scheme"
 GCS_TOKEN = "gcs.oauth2.token"
 GCS_TOKEN_EXPIRES_AT_MS = "gcs.oauth2.token-expires-at"
 GCS_PROJECT_ID = "gcs.project-id"
diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index eeacaccfe2..c23be93ead 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -84,6 +84,13 @@
 )
 from pyiceberg.expressions.visitors import visit as boolean_expression_visit
 from pyiceberg.io import (
+    ADLS_ACCOUNT_KEY,
+    ADLS_ACCOUNT_NAME,
+    ADLS_BLOB_STORAGE_AUTHORITY,
+    ADLS_BLOB_STORAGE_SCHEME,
+    ADLS_DFS_STORAGE_AUTHORITY,
+    ADLS_DFS_STORAGE_SCHEME,
+    ADLS_SAS_TOKEN,
     AWS_ACCESS_KEY_ID,
     AWS_REGION,
     AWS_ROLE_ARN,
@@ -390,6 +397,9 @@ def _initialize_fs(self, scheme: str, netloc: Optional[str] = None) -> FileSyste
         elif scheme in {"gs", "gcs"}:
             return self._initialize_gcs_fs()
 
+        elif scheme in {"abfs", "abfss", "wasb", "wasbs"}:
+            return self._initialize_azure_fs()
+
         elif scheme in {"file"}:
             return self._initialize_local_fs()
 
@@ -471,6 +481,43 @@ def _initialize_s3_fs(self, netloc: Optional[str]) -> FileSystem:
 
         return S3FileSystem(**client_kwargs)
 
+    def _initialize_azure_fs(self) -> FileSystem:
+        from packaging import version
+
+        MIN_PYARROW_VERSION_SUPPORTING_AZURE_FS = "20.0.0"
+        if version.parse(pyarrow.__version__) < version.parse(MIN_PYARROW_VERSION_SUPPORTING_AZURE_FS):
+            raise ImportError(
+                f"pyarrow version >= {MIN_PYARROW_VERSION_SUPPORTING_AZURE_FS} required for AzureFileSystem support, "
+                f"but found version {pyarrow.__version__}."
+            )
+
+        from pyarrow.fs import AzureFileSystem
+
+        client_kwargs: Dict[str, str] = {}
+
+        if account_name := self.properties.get(ADLS_ACCOUNT_NAME):
+            client_kwargs["account_name"] = account_name
+
+        if account_key := self.properties.get(ADLS_ACCOUNT_KEY):
+            client_kwargs["account_key"] = account_key
+
+        if blob_storage_authority := self.properties.get(ADLS_BLOB_STORAGE_AUTHORITY):
+            client_kwargs["blob_storage_authority"] = blob_storage_authority
+
+        if dfs_storage_authority := self.properties.get(ADLS_DFS_STORAGE_AUTHORITY):
+            client_kwargs["dfs_storage_authority"] = dfs_storage_authority
+
+        if blob_storage_scheme := self.properties.get(ADLS_BLOB_STORAGE_SCHEME):
+            client_kwargs["blob_storage_scheme"] = blob_storage_scheme
+
+        if dfs_storage_scheme := self.properties.get(ADLS_DFS_STORAGE_SCHEME):
+            client_kwargs["dfs_storage_scheme"] = dfs_storage_scheme
+
+        if sas_token := self.properties.get(ADLS_SAS_TOKEN):
+            client_kwargs["sas_token"] = sas_token
+
+        return AzureFileSystem(**client_kwargs)
+
     def _initialize_hdfs_fs(self, scheme: str, netloc: Optional[str]) -> FileSystem:
         from pyarrow.fs import HadoopFileSystem
 
diff --git a/tests/conftest.py b/tests/conftest.py
index 729e29cb0c..a584f98c10 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -52,6 +52,12 @@
 from pyiceberg.catalog.noop import NoopCatalog
 from pyiceberg.expressions import BoundReference
 from pyiceberg.io import (
+    ADLS_ACCOUNT_KEY,
+    ADLS_ACCOUNT_NAME,
+    ADLS_BLOB_STORAGE_AUTHORITY,
+    ADLS_BLOB_STORAGE_SCHEME,
+    ADLS_DFS_STORAGE_AUTHORITY,
+    ADLS_DFS_STORAGE_SCHEME,
     GCS_PROJECT_ID,
     GCS_SERVICE_HOST,
     GCS_TOKEN,
@@ -348,6 +354,11 @@ def table_schema_with_all_types() -> Schema:
     )
 
 
+@pytest.fixture(params=["abfs", "abfss", "wasb", "wasbs"])
+def adls_scheme(request: pytest.FixtureRequest) -> str:
+    return request.param
+
+
 @pytest.fixture(scope="session")
 def pyarrow_schema_simple_without_ids() -> "pa.Schema":
     import pyarrow as pa
@@ -2088,6 +2099,26 @@ def fsspec_fileio_gcs(request: pytest.FixtureRequest) -> FsspecFileIO:
     return fsspec.FsspecFileIO(properties=properties)
 
 
+@pytest.fixture
+def adls_fsspec_fileio(request: pytest.FixtureRequest) -> Generator[FsspecFileIO, None, None]:
+    from azure.storage.blob import BlobServiceClient
+
+    azurite_url = request.config.getoption("--adls.endpoint")
+    azurite_account_name = request.config.getoption("--adls.account-name")
+    azurite_account_key = request.config.getoption("--adls.account-key")
+    azurite_connection_string = f"DefaultEndpointsProtocol=http;AccountName={azurite_account_name};AccountKey={azurite_account_key};BlobEndpoint={azurite_url}/{azurite_account_name};"
+    properties = {
+        "adls.connection-string": azurite_connection_string,
+        "adls.account-name": azurite_account_name,
+    }
+
+    bbs = BlobServiceClient.from_connection_string(conn_str=azurite_connection_string)
+    bbs.create_container("tests")
+    yield fsspec.FsspecFileIO(properties=properties)
+    bbs.delete_container("tests")
+    bbs.close()
+
+
 @pytest.fixture
 def pyarrow_fileio_gcs(request: pytest.FixtureRequest) -> "PyArrowFileIO":
     from pyiceberg.io.pyarrow import PyArrowFileIO
@@ -2101,6 +2132,34 @@ def pyarrow_fileio_gcs(request: pytest.FixtureRequest) -> "PyArrowFileIO":
     return PyArrowFileIO(properties=properties)
 
 
+@pytest.fixture
+def pyarrow_fileio_adls(request: pytest.FixtureRequest) -> Generator[Any, None, None]:
+    from azure.storage.blob import BlobServiceClient
+
+    from pyiceberg.io.pyarrow import PyArrowFileIO
+
+    azurite_url = request.config.getoption("--adls.endpoint")
+    azurite_scheme, azurite_authority = azurite_url.split("://", 1)
+
+    azurite_account_name = request.config.getoption("--adls.account-name")
+    azurite_account_key = request.config.getoption("--adls.account-key")
+    azurite_connection_string = f"DefaultEndpointsProtocol=http;AccountName={azurite_account_name};AccountKey={azurite_account_key};BlobEndpoint={azurite_url}/{azurite_account_name};"
+    properties = {
+        ADLS_ACCOUNT_NAME: azurite_account_name,
+        ADLS_ACCOUNT_KEY: azurite_account_key,
+        ADLS_BLOB_STORAGE_AUTHORITY: azurite_authority,
+        ADLS_DFS_STORAGE_AUTHORITY: azurite_authority,
+        ADLS_BLOB_STORAGE_SCHEME: azurite_scheme,
+        ADLS_DFS_STORAGE_SCHEME: azurite_scheme,
+    }
+
+    bbs = BlobServiceClient.from_connection_string(conn_str=azurite_connection_string)
+    bbs.create_container("warehouse")
+    yield PyArrowFileIO(properties=properties)
+    bbs.delete_container("warehouse")
+    bbs.close()
+
+
 def aws_credentials() -> None:
     os.environ["AWS_ACCESS_KEY_ID"] = "testing"
     os.environ["AWS_SECRET_ACCESS_KEY"] = "testing"
@@ -2162,26 +2221,6 @@ def fixture_dynamodb(_aws_credentials: None) -> Generator[boto3.client, None, No
         yield boto3.client("dynamodb", region_name="us-east-1")
 
 
-@pytest.fixture
-def adls_fsspec_fileio(request: pytest.FixtureRequest) -> Generator[FsspecFileIO, None, None]:
-    from azure.storage.blob import BlobServiceClient
-
-    azurite_url = request.config.getoption("--adls.endpoint")
-    azurite_account_name = request.config.getoption("--adls.account-name")
-    azurite_account_key = request.config.getoption("--adls.account-key")
-    azurite_connection_string = f"DefaultEndpointsProtocol=http;AccountName={azurite_account_name};AccountKey={azurite_account_key};BlobEndpoint={azurite_url}/{azurite_account_name};"
-    properties = {
-        "adls.connection-string": azurite_connection_string,
-        "adls.account-name": azurite_account_name,
-    }
-
-    bbs = BlobServiceClient.from_connection_string(conn_str=azurite_connection_string)
-    bbs.create_container("tests")
-    yield fsspec.FsspecFileIO(properties=properties)
-    bbs.delete_container("tests")
-    bbs.close()
-
-
 @pytest.fixture(scope="session")
 def empty_home_dir_path(tmp_path_factory: pytest.TempPathFactory) -> str:
     home_path = str(tmp_path_factory.mktemp("home"))
diff --git a/tests/io/test_pyarrow.py b/tests/io/test_pyarrow.py
index 9daefacdca..850b1292a8 100644
--- a/tests/io/test_pyarrow.py
+++ b/tests/io/test_pyarrow.py
@@ -24,9 +24,11 @@
 from unittest.mock import MagicMock, patch
 from uuid import uuid4
 
+import pyarrow
 import pyarrow as pa
 import pyarrow.parquet as pq
 import pytest
+from packaging import version
 from pyarrow.fs import FileType, LocalFileSystem, S3FileSystem
 
 from pyiceberg.exceptions import ResolveError
@@ -106,6 +108,11 @@
 from tests.catalog.test_base import InMemoryCatalog
 from tests.conftest import UNIFIED_AWS_SESSION_PROPERTIES
 
+skip_if_pyarrow_too_old = pytest.mark.skipif(
+    version.parse(pyarrow.__version__) < version.parse("20.0.0"),
+    reason="Requires pyarrow version >= 20.0.0",
+)
+
 
 def test_pyarrow_infer_local_fs_from_path() -> None:
     """Test path with `file` scheme and no scheme both use LocalFileSystem"""
@@ -1672,7 +1679,7 @@ def test_new_output_file_gcs(pyarrow_fileio_gcs: PyArrowFileIO) -> None:
 @pytest.mark.gcs
 @pytest.mark.skip(reason="Open issue on Arrow: https://github.com/apache/arrow/issues/36993")
 def test_write_and_read_file_gcs(pyarrow_fileio_gcs: PyArrowFileIO) -> None:
-    """Test writing and reading a file using FsspecInputFile and FsspecOutputFile"""
+    """Test writing and reading a file using PyArrowFile"""
     location = f"gs://warehouse/{uuid4()}.txt"
     output_file = pyarrow_fileio_gcs.new_output(location=location)
     with output_file.create() as f:
@@ -1689,7 +1696,7 @@ def test_write_and_read_file_gcs(pyarrow_fileio_gcs: PyArrowFileIO) -> None:
 
 @pytest.mark.gcs
 def test_getting_length_of_file_gcs(pyarrow_fileio_gcs: PyArrowFileIO) -> None:
-    """Test getting the length of an FsspecInputFile and FsspecOutputFile"""
+    """Test getting the length of PyArrowFile"""
     filename = str(uuid4())
 
     output_file = pyarrow_fileio_gcs.new_output(location=f"gs://warehouse/{filename}")
@@ -1753,7 +1760,7 @@ def test_read_specified_bytes_for_file_gcs(pyarrow_fileio_gcs: PyArrowFileIO) ->
 @pytest.mark.gcs
 @pytest.mark.skip(reason="Open issue on Arrow: https://github.com/apache/arrow/issues/36993")
 def test_raise_on_opening_file_not_found_gcs(pyarrow_fileio_gcs: PyArrowFileIO) -> None:
-    """Test that an fsspec input file raises appropriately when the gcs file is not found"""
+    """Test that PyArrowFile raises appropriately when the gcs file is not found"""
 
     filename = str(uuid4())
     input_file = pyarrow_fileio_gcs.new_input(location=f"gs://warehouse/{filename}")
@@ -1815,7 +1822,7 @@ def test_converting_an_outputfile_to_an_inputfile_gcs(pyarrow_fileio_gcs: PyArro
 @pytest.mark.gcs
 @pytest.mark.skip(reason="Open issue on Arrow: https://github.com/apache/arrow/issues/36993")
 def test_writing_avro_file_gcs(generated_manifest_entry_file: str, pyarrow_fileio_gcs: PyArrowFileIO) -> None:
-    """Test that bytes match when reading a local avro file, writing it using fsspec file-io, and then reading it again"""
+    """Test that bytes match when reading a local avro file, writing it using pyarrow file-io, and then reading it again"""
     filename = str(uuid4())
     with PyArrowFileIO().new_input(location=generated_manifest_entry_file).open() as f:
         b1 = f.read()
@@ -1828,6 +1835,192 @@ def test_writing_avro_file_gcs(generated_manifest_entry_file: str, pyarrow_filei
     pyarrow_fileio_gcs.delete(f"gs://warehouse/{filename}")
 
 
+@pytest.mark.adls
+@skip_if_pyarrow_too_old
+def test_new_input_file_adls(pyarrow_fileio_adls: PyArrowFileIO, adls_scheme: str) -> None:
+    """Test creating a new input file from pyarrow file-io"""
+    filename = str(uuid4())
+
+    input_file = pyarrow_fileio_adls.new_input(f"{adls_scheme}://warehouse/{filename}")
+
+    assert isinstance(input_file, PyArrowFile)
+    assert input_file.location == f"{adls_scheme}://warehouse/{filename}"
+
+
+@pytest.mark.adls
+@skip_if_pyarrow_too_old
+def test_new_output_file_adls(pyarrow_fileio_adls: PyArrowFileIO, adls_scheme: str) -> None:
+    """Test creating a new output file from pyarrow file-io"""
+    filename = str(uuid4())
+
+    output_file = pyarrow_fileio_adls.new_output(f"{adls_scheme}://warehouse/{filename}")
+
+    assert isinstance(output_file, PyArrowFile)
+    assert output_file.location == f"{adls_scheme}://warehouse/{filename}"
+
+
+@pytest.mark.adls
+@skip_if_pyarrow_too_old
+def test_write_and_read_file_adls(pyarrow_fileio_adls: PyArrowFileIO, adls_scheme: str) -> None:
+    """Test writing and reading a file using PyArrowFile"""
+    location = f"{adls_scheme}://warehouse/{uuid4()}.txt"
+    output_file = pyarrow_fileio_adls.new_output(location=location)
+    with output_file.create() as f:
+        assert f.write(b"foo") == 3
+
+    assert output_file.exists()
+
+    input_file = pyarrow_fileio_adls.new_input(location=location)
+    with input_file.open() as f:
+        assert f.read() == b"foo"
+
+    pyarrow_fileio_adls.delete(input_file)
+
+
+@pytest.mark.adls
+@skip_if_pyarrow_too_old
+def test_getting_length_of_file_adls(pyarrow_fileio_adls: PyArrowFileIO, adls_scheme: str) -> None:
+    """Test getting the length of PyArrowFile"""
+    filename = str(uuid4())
+
+    output_file = pyarrow_fileio_adls.new_output(location=f"{adls_scheme}://warehouse/{filename}")
+    with output_file.create() as f:
+        f.write(b"foobar")
+
+    assert len(output_file) == 6
+
+    input_file = pyarrow_fileio_adls.new_input(location=f"{adls_scheme}://warehouse/{filename}")
+    assert len(input_file) == 6
+
+    pyarrow_fileio_adls.delete(output_file)
+
+
+@pytest.mark.adls
+@skip_if_pyarrow_too_old
+def test_file_tell_adls(pyarrow_fileio_adls: PyArrowFileIO, adls_scheme: str) -> None:
+    location = f"{adls_scheme}://warehouse/{uuid4()}"
+
+    output_file = pyarrow_fileio_adls.new_output(location=location)
+    with output_file.create() as write_file:
+        write_file.write(b"foobar")
+
+    input_file = pyarrow_fileio_adls.new_input(location=location)
+    with input_file.open() as f:
+        f.seek(0)
+        assert f.tell() == 0
+        f.seek(1)
+        assert f.tell() == 1
+        f.seek(3)
+        assert f.tell() == 3
+        f.seek(0)
+        assert f.tell() == 0
+
+
+@pytest.mark.adls
+@skip_if_pyarrow_too_old
+def test_read_specified_bytes_for_file_adls(pyarrow_fileio_adls: PyArrowFileIO) -> None:
+    location = f"abfss://warehouse/{uuid4()}"
+
+    output_file = pyarrow_fileio_adls.new_output(location=location)
+    with output_file.create() as write_file:
+        write_file.write(b"foo")
+
+    input_file = pyarrow_fileio_adls.new_input(location=location)
+    with input_file.open() as f:
+        f.seek(0)
+        assert b"f" == f.read(1)
+        f.seek(0)
+        assert b"fo" == f.read(2)
+        f.seek(1)
+        assert b"o" == f.read(1)
+        f.seek(1)
+        assert b"oo" == f.read(2)
+        f.seek(0)
+        assert b"foo" == f.read(999)  # test reading amount larger than entire content length
+
+    pyarrow_fileio_adls.delete(input_file)
+
+
+@pytest.mark.adls
+@skip_if_pyarrow_too_old
+def test_raise_on_opening_file_not_found_adls(pyarrow_fileio_adls: PyArrowFileIO, adls_scheme: str) -> None:
+    """Test that PyArrowFile raises appropriately when the adls file is not found"""
+
+    filename = str(uuid4())
+    input_file = pyarrow_fileio_adls.new_input(location=f"{adls_scheme}://warehouse/{filename}")
+    with pytest.raises(FileNotFoundError) as exc_info:
+        input_file.open().read()
+
+    assert filename in str(exc_info.value)
+
+
+@pytest.mark.adls
+@skip_if_pyarrow_too_old
+def test_checking_if_a_file_exists_adls(pyarrow_fileio_adls: PyArrowFileIO, adls_scheme: str) -> None:
+    """Test checking if a file exists"""
+    non_existent_file = pyarrow_fileio_adls.new_input(location=f"{adls_scheme}://warehouse/does-not-exist.txt")
+    assert not non_existent_file.exists()
+
+    location = f"{adls_scheme}://warehouse/{uuid4()}"
+    output_file = pyarrow_fileio_adls.new_output(location=location)
+    assert not output_file.exists()
+    with output_file.create() as f:
+        f.write(b"foo")
+
+    existing_input_file = pyarrow_fileio_adls.new_input(location=location)
+    assert existing_input_file.exists()
+
+    existing_output_file = pyarrow_fileio_adls.new_output(location=location)
+    assert existing_output_file.exists()
+
+    pyarrow_fileio_adls.delete(existing_output_file)
+
+
+@pytest.mark.adls
+@skip_if_pyarrow_too_old
+def test_closing_a_file_adls(pyarrow_fileio_adls: PyArrowFileIO, adls_scheme: str) -> None:
+    """Test closing an output file and input file"""
+    filename = str(uuid4())
+    output_file = pyarrow_fileio_adls.new_output(location=f"{adls_scheme}://warehouse/{filename}")
+    with output_file.create() as write_file:
+        write_file.write(b"foo")
+        assert not write_file.closed  # type: ignore
+    assert write_file.closed  # type: ignore
+
+    input_file = pyarrow_fileio_adls.new_input(location=f"{adls_scheme}://warehouse/{filename}")
+    with input_file.open() as f:
+        assert not f.closed  # type: ignore
+    assert f.closed  # type: ignore
+
+    pyarrow_fileio_adls.delete(f"{adls_scheme}://warehouse/{filename}")
+
+
+@pytest.mark.adls
+@skip_if_pyarrow_too_old
+def test_converting_an_outputfile_to_an_inputfile_adls(pyarrow_fileio_adls: PyArrowFileIO, adls_scheme: str) -> None:
+    """Test converting an output file to an input file"""
+    filename = str(uuid4())
+    output_file = pyarrow_fileio_adls.new_output(location=f"{adls_scheme}://warehouse/{filename}")
+    input_file = output_file.to_input_file()
+    assert input_file.location == output_file.location
+
+
+@pytest.mark.adls
+@skip_if_pyarrow_too_old
+def test_writing_avro_file_adls(generated_manifest_entry_file: str, pyarrow_fileio_adls: PyArrowFileIO, adls_scheme: str) -> None:
+    """Test that bytes match when reading a local avro file, writing it using pyarrow file-io, and then reading it again"""
+    filename = str(uuid4())
+    with PyArrowFileIO().new_input(location=generated_manifest_entry_file).open() as f:
+        b1 = f.read()
+        with pyarrow_fileio_adls.new_output(location=f"{adls_scheme}://warehouse/{filename}").create() as out_f:
+            out_f.write(b1)
+        with pyarrow_fileio_adls.new_input(location=f"{adls_scheme}://warehouse/{filename}").open() as in_f:
+            b2 = in_f.read()
+            assert b1 == b2  # Check that bytes of read from local avro file match bytes written to s3
+
+    pyarrow_fileio_adls.delete(f"{adls_scheme}://warehouse/{filename}")
+
+
 def test_parse_location() -> None:
     def check_results(location: str, expected_schema: str, expected_netloc: str, expected_uri: str) -> None:
         schema, netloc, uri = PyArrowFileIO.parse_location(location)

From 74df199f97c724c55017c1150e7726ba95c544c9 Mon Sep 17 00:00:00 2001
From: koenvo <info@koenvossen.nl>
Date: Fri, 20 Jun 2025 20:35:29 +0200
Subject: [PATCH 239/357] Improve upsert memory pressure (#1995)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

### Summary

This PR updates the upsert logic to use batch processing. The main goal
is to prevent out-of-memory (OOM) issues when updating large tables by
avoiding loading all data at once.

**Note:** This has only been tested against the unit tests—no real-world
datasets have been evaluated yet.

This PR partially depends on functionality introduced in
[#1817](https://github.com/apache/iceberg/pull/1817).

---

### Notes

- Duplicate detection across multiple batches is **not** possible with
this approach.
- ~All data is read sequentially, which may be slower than the parallel
read used by `to_arrow`.~ fixed using `concurrent_tasks` parameter

---

### Performance Comparison

In setups with many small files, network and metadata overhead become
the dominant factor. This impacts batch reading performance, as each
file contributes relatively more overhead than payload. In the test
setup used here, metadata access was the largest cost.


#### Using `to_arrow_batch_reader` (sequential):

- **Scan:** 9993.50 ms
- **To list:** 19811.09 ms

#### Using `to_arrow` (parallel):

- **Scan:** 10607.88 ms

---------

Co-authored-by: Fokko Driesprong <fokko@apache.org>
---
 pyiceberg/io/pyarrow.py     | 84 +++++++++++++++++--------------------
 pyiceberg/table/__init__.py | 58 +++++++++++++++----------
 2 files changed, 75 insertions(+), 67 deletions(-)

diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index c23be93ead..cc81e37119 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -25,7 +25,6 @@
 
 from __future__ import annotations
 
-import concurrent.futures
 import fnmatch
 import functools
 import itertools
@@ -36,7 +35,6 @@
 import uuid
 import warnings
 from abc import ABC, abstractmethod
-from concurrent.futures import Future
 from copy import copy
 from dataclasses import dataclass
 from enum import Enum
@@ -70,7 +68,6 @@
     FileSystem,
     FileType,
 )
-from sortedcontainers import SortedList
 
 from pyiceberg.conversions import to_bytes
 from pyiceberg.exceptions import ResolveError
@@ -1586,47 +1583,20 @@ def to_table(self, tasks: Iterable[FileScanTask]) -> pa.Table:
             ResolveError: When a required field cannot be found in the file
             ValueError: When a field type in the file cannot be projected to the schema type
         """
-        deletes_per_file = _read_all_delete_files(self._io, tasks)
-        executor = ExecutorFactory.get_or_create()
-
-        def _table_from_scan_task(task: FileScanTask) -> pa.Table:
-            batches = list(self._record_batches_from_scan_tasks_and_deletes([task], deletes_per_file))
-            if len(batches) > 0:
-                return pa.Table.from_batches(batches)
-            else:
-                return None
-
-        futures = [
-            executor.submit(
-                _table_from_scan_task,
-                task,
-            )
-            for task in tasks
-        ]
-        total_row_count = 0
-        # for consistent ordering, we need to maintain future order
-        futures_index = {f: i for i, f in enumerate(futures)}
-        completed_futures: SortedList[Future[pa.Table]] = SortedList(iterable=[], key=lambda f: futures_index[f])
-        for future in concurrent.futures.as_completed(futures):
-            completed_futures.add(future)
-            if table_result := future.result():
-                total_row_count += len(table_result)
-            # stop early if limit is satisfied
-            if self._limit is not None and total_row_count >= self._limit:
-                break
-
-        # by now, we've either completed all tasks or satisfied the limit
-        if self._limit is not None:
-            _ = [f.cancel() for f in futures if not f.done()]
-
-        tables = [f.result() for f in completed_futures if f.result()]
-
         arrow_schema = schema_to_pyarrow(self._projected_schema, include_field_ids=False)
 
-        if len(tables) < 1:
-            return pa.Table.from_batches([], schema=arrow_schema)
-
-        result = pa.concat_tables(tables, promote_options="permissive")
+        batches = self.to_record_batches(tasks)
+        try:
+            first_batch = next(batches)
+        except StopIteration:
+            # Empty
+            return arrow_schema.empty_table()
+
+        # Note: cannot use pa.Table.from_batches(itertools.chain([first_batch], batches)))
+        #       as different batches can use different schema's (due to large_ types)
+        result = pa.concat_tables(
+            (pa.Table.from_batches([batch]) for batch in itertools.chain([first_batch], batches)), promote_options="permissive"
+        )
 
         if property_as_bool(self._io.properties, PYARROW_USE_LARGE_TYPES_ON_READ, False):
             deprecation_message(
@@ -1636,9 +1606,6 @@ def _table_from_scan_task(task: FileScanTask) -> pa.Table:
             )
             result = result.cast(arrow_schema)
 
-        if self._limit is not None:
-            return result.slice(0, self._limit)
-
         return result
 
     def to_record_batches(self, tasks: Iterable[FileScanTask]) -> Iterator[pa.RecordBatch]:
@@ -1660,7 +1627,32 @@ def to_record_batches(self, tasks: Iterable[FileScanTask]) -> Iterator[pa.Record
             ValueError: When a field type in the file cannot be projected to the schema type
         """
         deletes_per_file = _read_all_delete_files(self._io, tasks)
-        return self._record_batches_from_scan_tasks_and_deletes(tasks, deletes_per_file)
+
+        total_row_count = 0
+        executor = ExecutorFactory.get_or_create()
+
+        def batches_for_task(task: FileScanTask) -> List[pa.RecordBatch]:
+            # Materialize the iterator here to ensure execution happens within the executor.
+            # Otherwise, the iterator would be lazily consumed later (in the main thread),
+            # defeating the purpose of using executor.map.
+            return list(self._record_batches_from_scan_tasks_and_deletes([task], deletes_per_file))
+
+        limit_reached = False
+        for batches in executor.map(batches_for_task, tasks):
+            for batch in batches:
+                current_batch_size = len(batch)
+                if self._limit is not None and total_row_count + current_batch_size >= self._limit:
+                    yield batch.slice(0, self._limit - total_row_count)
+
+                    limit_reached = True
+                    break
+                else:
+                    yield batch
+                    total_row_count += current_batch_size
+
+            if limit_reached:
+                # This break will also cancel all running tasks in the executor
+                break
 
     def _record_batches_from_scan_tasks_and_deletes(
         self, tasks: Iterable[FileScanTask], deletes_per_file: Dict[str, List[ChunkedArray]]
diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index aeef58e3a6..f82658a1d2 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -773,39 +773,55 @@ def upsert(
         matched_predicate = upsert_util.create_match_filter(df, join_cols)
 
         # We must use Transaction.table_metadata for the scan. This includes all uncommitted - but relevant - changes.
-        matched_iceberg_table = DataScan(
+        matched_iceberg_record_batches = DataScan(
             table_metadata=self.table_metadata,
             io=self._table.io,
             row_filter=matched_predicate,
             case_sensitive=case_sensitive,
-        ).to_arrow()
+        ).to_arrow_batch_reader()
 
-        update_row_cnt = 0
-        insert_row_cnt = 0
+        batches_to_overwrite = []
+        overwrite_predicates = []
+        rows_to_insert = df
 
-        if when_matched_update_all:
-            # function get_rows_to_update is doing a check on non-key columns to see if any of the values have actually changed
-            # we don't want to do just a blanket overwrite for matched rows if the actual non-key column data hasn't changed
-            # this extra step avoids unnecessary IO and writes
-            rows_to_update = upsert_util.get_rows_to_update(df, matched_iceberg_table, join_cols)
+        for batch in matched_iceberg_record_batches:
+            rows = pa.Table.from_batches([batch])
 
-            update_row_cnt = len(rows_to_update)
+            if when_matched_update_all:
+                # function get_rows_to_update is doing a check on non-key columns to see if any of the values have actually changed
+                # we don't want to do just a blanket overwrite for matched rows if the actual non-key column data hasn't changed
+                # this extra step avoids unnecessary IO and writes
+                rows_to_update = upsert_util.get_rows_to_update(df, rows, join_cols)
 
-            if len(rows_to_update) > 0:
-                # build the match predicate filter
-                overwrite_mask_predicate = upsert_util.create_match_filter(rows_to_update, join_cols)
+                if len(rows_to_update) > 0:
+                    # build the match predicate filter
+                    overwrite_mask_predicate = upsert_util.create_match_filter(rows_to_update, join_cols)
 
-                self.overwrite(rows_to_update, overwrite_filter=overwrite_mask_predicate)
+                    batches_to_overwrite.append(rows_to_update)
+                    overwrite_predicates.append(overwrite_mask_predicate)
 
-        if when_not_matched_insert_all:
-            expr_match = upsert_util.create_match_filter(matched_iceberg_table, join_cols)
-            expr_match_bound = bind(self.table_metadata.schema(), expr_match, case_sensitive=case_sensitive)
-            expr_match_arrow = expression_to_pyarrow(expr_match_bound)
-            rows_to_insert = df.filter(~expr_match_arrow)
+            if when_not_matched_insert_all:
+                expr_match = upsert_util.create_match_filter(rows, join_cols)
+                expr_match_bound = bind(self.table_metadata.schema(), expr_match, case_sensitive=case_sensitive)
+                expr_match_arrow = expression_to_pyarrow(expr_match_bound)
 
-            insert_row_cnt = len(rows_to_insert)
+                # Filter rows per batch.
+                rows_to_insert = rows_to_insert.filter(~expr_match_arrow)
 
-            if insert_row_cnt > 0:
+        update_row_cnt = 0
+        insert_row_cnt = 0
+
+        if batches_to_overwrite:
+            rows_to_update = pa.concat_tables(batches_to_overwrite)
+            update_row_cnt = len(rows_to_update)
+            self.overwrite(
+                rows_to_update,
+                overwrite_filter=Or(*overwrite_predicates) if len(overwrite_predicates) > 1 else overwrite_predicates[0],
+            )
+
+        if when_not_matched_insert_all:
+            insert_row_cnt = len(rows_to_insert)
+            if rows_to_insert:
                 self.append(rows_to_insert)
 
         return UpsertResult(rows_updated=update_row_cnt, rows_inserted=insert_row_cnt)

From 1cbdbf7c1ec43759209ce36364ba25675f445871 Mon Sep 17 00:00:00 2001
From: Yujiang Zhong <42907416+zhongyujiang@users.noreply.github.com>
Date: Sat, 21 Jun 2025 02:53:10 +0800
Subject: [PATCH 240/357] Type mismatch Avro zstd decompression (#2128)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change
The return type of the decompress method in `ZStandardCodec` should be
`bytes`, but it currently returns a `bytearray`, which causes an
exception when reading Avro files compressed with zstd.

```text
def new_decoder(b: bytes) -> BinaryDecoder:
        try:
            from pyiceberg.avro.decoder_fast import CythonBinaryDecoder

>           return CythonBinaryDecoder(b)
E           TypeError: Argument 'input_contents' has incorrect type (expected bytes, got bytearray)
```

# Are these changes tested?
Yes,  `test_write_manifest`

# Are there any user-facing changes?
No.
<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/avro/codecs/zstandard_codec.py | 2 +-
 tests/utils/test_manifest.py             | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/pyiceberg/avro/codecs/zstandard_codec.py b/pyiceberg/avro/codecs/zstandard_codec.py
index a048f68490..4cc815214f 100644
--- a/pyiceberg/avro/codecs/zstandard_codec.py
+++ b/pyiceberg/avro/codecs/zstandard_codec.py
@@ -39,7 +39,7 @@ def decompress(data: bytes) -> bytes:
                     if not chunk:
                         break
                     uncompressed.extend(chunk)
-            return uncompressed
+            return bytes(uncompressed)
 
 except ImportError:
 
diff --git a/tests/utils/test_manifest.py b/tests/utils/test_manifest.py
index c838c02ac6..825431c776 100644
--- a/tests/utils/test_manifest.py
+++ b/tests/utils/test_manifest.py
@@ -358,7 +358,7 @@ def test_write_empty_manifest() -> None:
 
 
 @pytest.mark.parametrize("format_version", [1, 2])
-@pytest.mark.parametrize("compression", ["null", "deflate"])
+@pytest.mark.parametrize("compression", ["null", "deflate", "zstd"])
 def test_write_manifest(
     generated_manifest_file_file_v1: str,
     generated_manifest_file_file_v2: str,

From 5ea36caacffe1b0c6965d28a2558ed973dc72c33 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Fri, 20 Jun 2025 22:38:11 +0200
Subject: [PATCH 241/357] Expose S3 retry strategy (#2110)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 mkdocs/docs/configuration.md | 33 +++++++++++++++++----------------
 pyiceberg/io/__init__.py     |  1 +
 pyiceberg/io/pyarrow.py      | 22 ++++++++++++++++++++++
 tests/io/test_pyarrow.py     | 23 +++++++++++++++++++++--
 4 files changed, 61 insertions(+), 18 deletions(-)

diff --git a/mkdocs/docs/configuration.md b/mkdocs/docs/configuration.md
index 539fa48266..8503a846d6 100644
--- a/mkdocs/docs/configuration.md
+++ b/mkdocs/docs/configuration.md
@@ -109,23 +109,24 @@ For the FileIO there are several configuration options available:
 
 <!-- markdown-link-check-disable -->
 
-| Key                         | Example                    | Description                                                                                                                                                                                                                                                             |
-|-----------------------------|----------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| s3.endpoint                 | <https://10.0.19.25/>      | Configure an alternative endpoint of the S3 service for the FileIO to access. This could be used to use S3FileIO with any s3-compatible object storage service that has a different endpoint, or access a private S3 endpoint in a virtual private cloud.               |
-| s3.access-key-id            | admin                      | Configure the static access key id used to access the FileIO.                                                                                                                                                                                                           |
-| s3.secret-access-key        | password                   | Configure the static secret access key used to access the FileIO.                                                                                                                                                                                                       |
-| s3.session-token            | AQoDYXdzEJr...             | Configure the static session token used to access the FileIO.                                                                                                                                                                                                           |
-| s3.role-session-name        | session                    | An optional identifier for the assumed role session.                                                                                                                                                                                                                    |
-| s3.role-arn                 | arn:aws:...                | AWS Role ARN. If provided instead of access_key and secret_key, temporary credentials will be fetched by assuming this role.                                                                                                                                            |
-| s3.signer                   | bearer                     | Configure the signature version of the FileIO.                                                                                                                                                                                                                          |
-| s3.signer.uri               | <http://my.signer:8080/s3> | Configure the remote signing uri if it differs from the catalog uri. Remote signing is only implemented for `FsspecFileIO`. The final request is sent to `<s3.signer.uri>/<s3.signer.endpoint>`.                                                                        |
-| s3.signer.endpoint          | v1/main/s3-sign            | Configure the remote signing endpoint. Remote signing is only implemented for `FsspecFileIO`. The final request is sent to `<s3.signer.uri>/<s3.signer.endpoint>`. (default : v1/aws/s3/sign).                                                                          |
-| s3.region                   | us-west-2                  | Configure the default region used to initialize an `S3FileSystem`. `PyArrowFileIO` attempts to automatically tries to resolve the region if this isn't set (only supported for AWS S3 Buckets).                                                                         |
-| s3.resolve-region           | False                      | Only supported for `PyArrowFileIO`, when enabled, it will always try to resolve the location of the bucket (only supported for AWS S3 Buckets).                                                                                                                         |
-| s3.proxy-uri                | <http://my.proxy.com:8080> | Configure the proxy server to be used by the FileIO.                                                                                                                                                                                                                    |
-| s3.connect-timeout          | 60.0                       | Configure socket connection timeout, in seconds.                                                                                                                                                                                                                        |
-| s3.request-timeout          | 60.0                       | Configure socket read timeouts on Windows and macOS, in seconds.                                                                                                                                                                                                        |
+| Key                         | Example                    | Description                                                                                                                                                                                                                                                 |
+|-----------------------------|----------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| s3.endpoint                 | <https://10.0.19.25/>      | Configure an alternative endpoint of the S3 service for the FileIO to access. This could be used to use S3FileIO with any s3-compatible object storage service that has a different endpoint, or access a private S3 endpoint in a virtual private cloud.   |
+| s3.access-key-id            | admin                      | Configure the static access key id used to access the FileIO.                                                                                                                                                                                               |
+| s3.secret-access-key        | password                   | Configure the static secret access key used to access the FileIO.                                                                                                                                                                                           |
+| s3.session-token            | AQoDYXdzEJr...             | Configure the static session token used to access the FileIO.                                                                                                                                                                                               |
+| s3.role-session-name        | session                    | An optional identifier for the assumed role session.                                                                                                                                                                                                        |
+| s3.role-arn                 | arn:aws:...                | AWS Role ARN. If provided instead of access_key and secret_key, temporary credentials will be fetched by assuming this role.                                                                                                                                |
+| s3.signer                   | bearer                     | Configure the signature version of the FileIO.                                                                                                                                                                                                              |
+| s3.signer.uri               | <http://my.signer:8080/s3> | Configure the remote signing uri if it differs from the catalog uri. Remote signing is only implemented for `FsspecFileIO`. The final request is sent to `<s3.signer.uri>/<s3.signer.endpoint>`.                                                            |
+| s3.signer.endpoint          | v1/main/s3-sign            | Configure the remote signing endpoint. Remote signing is only implemented for `FsspecFileIO`. The final request is sent to `<s3.signer.uri>/<s3.signer.endpoint>`. (default : v1/aws/s3/sign).                                                              |
+| s3.region                   | us-west-2                  | Configure the default region used to initialize an `S3FileSystem`. `PyArrowFileIO` attempts to automatically tries to resolve the region if this isn't set (only supported for AWS S3 Buckets).                                                             |
+| s3.resolve-region           | False                      | Only supported for `PyArrowFileIO`, when enabled, it will always try to resolve the location of the bucket (only supported for AWS S3 Buckets).                                                                                                             |
+| s3.proxy-uri                | <http://my.proxy.com:8080> | Configure the proxy server to be used by the FileIO.                                                                                                                                                                                                        |
+| s3.connect-timeout          | 60.0                       | Configure socket connection timeout, in seconds.                                                                                                                                                                                                            |
+| s3.request-timeout          | 60.0                       | Configure socket read timeouts on Windows and macOS, in seconds.                                                                                                                                                                                            |
 | s3.force-virtual-addressing | False                      | Whether to use virtual addressing of buckets. If true, then virtual addressing is always enabled. If false, then virtual addressing is only enabled if endpoint_override is empty. This can be used for non-AWS backends that only support virtual hosted-style access. |
+| s3.retry-strategy-impl      | None                       | Ability to set a custom S3 retry strategy. A full path to a class needs to be given that extends the [S3RetryStrategy](https://github.com/apache/arrow/blob/639201bfa412db26ce45e73851432018af6c945e/python/pyarrow/_s3fs.pyx#L110) base class.            |
 
 <!-- markdown-link-check-enable-->
 
diff --git a/pyiceberg/io/__init__.py b/pyiceberg/io/__init__.py
index 2a73aba7f2..0b03a7dd4f 100644
--- a/pyiceberg/io/__init__.py
+++ b/pyiceberg/io/__init__.py
@@ -68,6 +68,7 @@
 S3_ROLE_ARN = "s3.role-arn"
 S3_ROLE_SESSION_NAME = "s3.role-session-name"
 S3_FORCE_VIRTUAL_ADDRESSING = "s3.force-virtual-addressing"
+S3_RETRY_STRATEGY_IMPL = "s3.retry-strategy-impl"
 HDFS_HOST = "hdfs.host"
 HDFS_PORT = "hdfs.port"
 HDFS_USER = "hdfs.user"
diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index cc81e37119..3e49885e58 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -27,6 +27,7 @@
 
 import fnmatch
 import functools
+import importlib
 import itertools
 import logging
 import operator
@@ -63,6 +64,7 @@
 import pyarrow.lib
 import pyarrow.parquet as pq
 from pyarrow import ChunkedArray
+from pyarrow._s3fs import S3RetryStrategy
 from pyarrow.fs import (
     FileInfo,
     FileSystem,
@@ -111,6 +113,7 @@
     S3_REGION,
     S3_REQUEST_TIMEOUT,
     S3_RESOLVE_REGION,
+    S3_RETRY_STRATEGY_IMPL,
     S3_ROLE_ARN,
     S3_ROLE_SESSION_NAME,
     S3_SECRET_ACCESS_KEY,
@@ -214,6 +217,20 @@ def _cached_resolve_s3_region(bucket: str) -> Optional[str]:
         return None
 
 
+def _import_retry_strategy(impl: str) -> Optional[S3RetryStrategy]:
+    try:
+        path_parts = impl.split(".")
+        if len(path_parts) < 2:
+            raise ValueError(f"retry-strategy-impl should be full path (module.CustomS3RetryStrategy), got: {impl}")
+        module_name, class_name = ".".join(path_parts[:-1]), path_parts[-1]
+        module = importlib.import_module(module_name)
+        class_ = getattr(module, class_name)
+        return class_()
+    except (ModuleNotFoundError, AttributeError):
+        warnings.warn(f"Could not initialize S3 retry strategy: {impl}")
+        return None
+
+
 class UnsupportedPyArrowTypeException(Exception):
     """Cannot convert PyArrow type to corresponding Iceberg type."""
 
@@ -476,6 +493,11 @@ def _initialize_s3_fs(self, netloc: Optional[str]) -> FileSystem:
         if self.properties.get(S3_FORCE_VIRTUAL_ADDRESSING) is not None:
             client_kwargs["force_virtual_addressing"] = property_as_bool(self.properties, S3_FORCE_VIRTUAL_ADDRESSING, False)
 
+        if (retry_strategy_impl := self.properties.get(S3_RETRY_STRATEGY_IMPL)) and (
+            retry_instance := _import_retry_strategy(retry_strategy_impl)
+        ):
+            client_kwargs["retry_strategy"] = retry_instance
+
         return S3FileSystem(**client_kwargs)
 
     def _initialize_azure_fs(self) -> FileSystem:
diff --git a/tests/io/test_pyarrow.py b/tests/io/test_pyarrow.py
index 850b1292a8..92494455af 100644
--- a/tests/io/test_pyarrow.py
+++ b/tests/io/test_pyarrow.py
@@ -19,6 +19,7 @@
 import os
 import tempfile
 import uuid
+import warnings
 from datetime import date
 from typing import Any, List, Optional
 from unittest.mock import MagicMock, patch
@@ -29,7 +30,7 @@
 import pyarrow.parquet as pq
 import pytest
 from packaging import version
-from pyarrow.fs import FileType, LocalFileSystem, S3FileSystem
+from pyarrow.fs import AwsDefaultS3RetryStrategy, FileType, LocalFileSystem, S3FileSystem
 
 from pyiceberg.exceptions import ResolveError
 from pyiceberg.expressions import (
@@ -57,7 +58,7 @@
     Or,
 )
 from pyiceberg.expressions.literals import literal
-from pyiceberg.io import InputStream, OutputStream, load_file_io
+from pyiceberg.io import S3_RETRY_STRATEGY_IMPL, InputStream, OutputStream, load_file_io
 from pyiceberg.io.pyarrow import (
     ICEBERG_SCHEMA,
     ArrowScan,
@@ -2512,3 +2513,21 @@ def test_pyarrow_io_multi_fs() -> None:
 
         # Same PyArrowFileIO instance resolves local file input to LocalFileSystem
         assert isinstance(pyarrow_file_io.new_input("file:///path/to/file")._filesystem, LocalFileSystem)
+
+
+class SomeRetryStrategy(AwsDefaultS3RetryStrategy):
+    def __init__(self) -> None:
+        super().__init__()
+        warnings.warn("Initialized SomeRetryStrategy 👍")
+
+
+def test_retry_strategy() -> None:
+    io = PyArrowFileIO(properties={S3_RETRY_STRATEGY_IMPL: "tests.io.test_pyarrow.SomeRetryStrategy"})
+    with pytest.warns(UserWarning, match="Initialized SomeRetryStrategy.*"):
+        io.new_input("s3://bucket/path/to/file")
+
+
+def test_retry_strategy_not_found() -> None:
+    io = PyArrowFileIO(properties={S3_RETRY_STRATEGY_IMPL: "pyiceberg.DoesNotExist"})
+    with pytest.warns(UserWarning, match="Could not initialize S3 retry strategy: pyiceberg.DoesNotExist"):
+        io.new_input("s3://bucket/path/to/file")

From 259494c979acca25218d7a6947e62902add623cc Mon Sep 17 00:00:00 2001
From: Kevin Liu <kevinjqliu@users.noreply.github.com>
Date: Fri, 20 Jun 2025 17:11:00 -0400
Subject: [PATCH 242/357] Refactor `Makefile` and run s3/adls/gcs tests (#2125)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->
Closes #2124

# Rationale for this change
Refactor `Makefile`
* Grouped commands and added comments
* Added `COVERAGE` param to run test with coverage
* Added `COVERAGE_FAIL_UNDER` param to specify coverage threshold to
pass
* Change test coverage threshold to `85` for unit tests, we are
currently at `87`
* Change test coverage threshold to `75` for integration tests, we are
currently at `77`

CI
* Add s3/adls/gcs integration tests to run in CI
* Run tests with coverage report

Note the `gcsfs` issue was resolved by #2127

# Are these changes tested?
Yes

# Are there any user-facing changes?
No

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 .github/workflows/python-ci.yml |  34 ++++++--
 Makefile                        | 141 ++++++++++++++++++++------------
 2 files changed, 118 insertions(+), 57 deletions(-)

diff --git a/.github/workflows/python-ci.yml b/.github/workflows/python-ci.yml
index 0e0b0c0f62..c8cdbcc58a 100644
--- a/.github/workflows/python-ci.yml
+++ b/.github/workflows/python-ci.yml
@@ -62,10 +62,12 @@ jobs:
       run: sudo apt-get update && sudo apt-get install -y libkrb5-dev # for kerberos
     - name: Install
       run: make install-dependencies
-    - name: Linters
+    - name: Run linters
       run: make lint
-    - name: Tests
-      run: make test-coverage-unit
+    - name: Run unit tests with coverage
+      run: COVERAGE=1 make test
+    - name: Generate coverage report (85%) # Coverage threshold should only increase over time — never decrease it!
+      run: COVERAGE_FAIL_UNDER=85 make coverage-report
 
   integration-test:
     runs-on: ubuntu-22.04
@@ -79,8 +81,30 @@ jobs:
       run: sudo apt-get update && sudo apt-get install -y libkrb5-dev # for kerberos
     - name: Install
       run: make install
-    - name: Run integration tests
-      run: make test-coverage-integration
+
+    - name: Run integration tests with coverage
+      run: COVERAGE=1 make test-integration
+    - name: Show debug logs
+      if: ${{ failure() }}
+      run: docker compose -f dev/docker-compose.yml logs
+
+    - name: Run s3 integration tests with coverage
+      run: COVERAGE=1 make test-s3
     - name: Show debug logs
       if: ${{ failure() }}
       run: docker compose -f dev/docker-compose.yml logs
+
+    - name: Run adls integration tests with coverage
+      run: COVERAGE=1 make test-adls
+    - name: Show debug logs
+      if: ${{ failure() }}
+      run: docker compose -f dev/docker-compose-azurite.yml logs
+
+    - name: Run gcs integration tests with coverage
+      run: COVERAGE=1 make test-gcs
+    - name: Show debug logs
+      if: ${{ failure() }}
+      run: docker compose -f dev/docker-compose-gcs-server.yml logs
+
+    - name: Generate coverage report (75%) # Coverage threshold should only increase over time — never decrease it!
+      run: COVERAGE_FAIL_UNDER=75 make coverage-report
diff --git a/Makefile b/Makefile
index cd6056b027..859d8dfa23 100644
--- a/Makefile
+++ b/Makefile
@@ -14,47 +14,80 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
+# ========================
+# Configuration Variables
+# ========================
 
+PYTEST_ARGS ?= -v  # Override with e.g. PYTEST_ARGS="-vv --tb=short"
+COVERAGE ?= 0      # Set COVERAGE=1 to enable coverage: make test COVERAGE=1
+COVERAGE_FAIL_UNDER ?= 85  # Minimum coverage % to pass: make coverage-report COVERAGE_FAIL_UNDER=70
 
-help:  ## Display this help
-	@awk 'BEGIN {FS = ":.*##"; printf "\nUsage:\n  make \033[36m\033[0m\n"} /^[a-zA-Z_-]+:.*?##/ { printf "  \033[36m%-20s\033[0m %s\n", $$1, $$2 } /^##@/ { printf "\n\033[1m%s\033[0m\n", substr($$0, 5) } ' $(MAKEFILE_LIST)
+ifeq ($(COVERAGE),1)
+  TEST_RUNNER = poetry run coverage run --parallel-mode --source=pyiceberg -m
+else
+  TEST_RUNNER = poetry run
+endif
 
 POETRY_VERSION = 2.1.1
-install-poetry:  ## Ensure Poetry is installed and the correct version is being used.
+
+# ============
+# Help Section
+# ============
+
+##@ General
+
+help: ## Display this help message
+	@awk 'BEGIN {FS = ":.*##"; printf "\nUsage:\n  make \033[36m<target>\033[0m\n"} /^[a-zA-Z_-]+:.*?##/ { printf "  \033[36m%-25s\033[0m %s\n", $$1, $$2 } /^##@/ { printf "\n\033[1m%s\033[0m\n", substr($$0, 5) } ' $(MAKEFILE_LIST)
+
+# ==================
+# Installation Tasks
+# ==================
+
+##@ Setup
+
+install-poetry: ## Ensure Poetry is installed at the specified version
 	@if ! command -v poetry &> /dev/null; then \
-		echo "Poetry could not be found. Installing..."; \
+		echo "Poetry not found. Installing..."; \
 		pip install --user poetry==$(POETRY_VERSION); \
 	else \
 		INSTALLED_VERSION=$$(pip show poetry | grep Version | awk '{print $$2}'); \
 		if [ "$$INSTALLED_VERSION" != "$(POETRY_VERSION)" ]; then \
-			echo "Poetry version $$INSTALLED_VERSION does not match required version $(POETRY_VERSION). Updating..."; \
+			echo "Updating Poetry to version $(POETRY_VERSION)..."; \
 			pip install --user --upgrade poetry==$(POETRY_VERSION); \
 		else \
-			echo "Poetry version $$INSTALLED_VERSION is already installed."; \
-		fi \
+			echo "Poetry version $(POETRY_VERSION) already installed."; \
+		fi; \
 	fi
 
-install-dependencies: ## Install dependencies including dev, docs, and all extras
+install-dependencies: ## Install all dependencies including extras
 	poetry install --all-extras
 
-install: | install-poetry install-dependencies
+install: install-poetry install-dependencies ## Install Poetry and dependencies
+
+# ===============
+# Code Validation
+# ===============
+
+##@ Quality
 
 check-license: ## Check license headers
 	./dev/check-license
 
-lint: ## lint
+lint: ## Run code linters via pre-commit
 	poetry run pre-commit run --all-files
 
-test: ## Run all unit tests, can add arguments with PYTEST_ARGS="-vv"
-	poetry run pytest tests/ -m "(unmarked or parametrize) and not integration" ${PYTEST_ARGS}
+# ===============
+# Testing Section
+# ===============
 
-test-s3: # Run tests marked with s3, can add arguments with PYTEST_ARGS="-vv"
-	sh ./dev/run-minio.sh
-	poetry run pytest tests/ -m s3 ${PYTEST_ARGS}
+##@ Testing
 
-test-integration: | test-integration-setup test-integration-exec ## Run all integration tests, can add arguments with PYTEST_ARGS="-vv"
+test: ## Run all unit tests (excluding integration)
+	$(TEST_RUNNER) pytest tests/ -m "(unmarked or parametrize) and not integration" $(PYTEST_ARGS)
 
-test-integration-setup: # Prepare the environment for integration
+test-integration: test-integration-setup test-integration-exec ## Run integration tests
+
+test-integration-setup: ## Start Docker services for integration tests
 	docker compose -f dev/docker-compose-integration.yml kill
 	docker compose -f dev/docker-compose-integration.yml rm -f
 	docker compose -f dev/docker-compose-integration.yml up -d
@@ -62,58 +95,62 @@ test-integration-setup: # Prepare the environment for integration
 	docker compose -f dev/docker-compose-integration.yml cp ./dev/provision.py spark-iceberg:/opt/spark/provision.py
 	docker compose -f dev/docker-compose-integration.yml exec -T spark-iceberg ipython ./provision.py
 
-test-integration-exec:  # Execute integration tests, can add arguments with PYTEST_ARGS="-vv"
-	poetry run pytest tests/ -v -m integration ${PYTEST_ARGS}
+test-integration-exec: ## Run integration tests (excluding provision)
+	$(TEST_RUNNER) pytest tests/ -m integration $(PYTEST_ARGS)
 
-test-integration-rebuild:
+test-integration-rebuild: ## Rebuild integration Docker services from scratch
 	docker compose -f dev/docker-compose-integration.yml kill
 	docker compose -f dev/docker-compose-integration.yml rm -f
 	docker compose -f dev/docker-compose-integration.yml build --no-cache
 
-test-adls: ## Run tests marked with adls, can add arguments with PYTEST_ARGS="-vv"
+test-s3: ## Run tests marked with @pytest.mark.s3
+	sh ./dev/run-minio.sh
+	$(TEST_RUNNER) pytest tests/ -m s3 $(PYTEST_ARGS)
+
+test-adls: ## Run tests marked with @pytest.mark.adls
 	sh ./dev/run-azurite.sh
-	poetry run pytest tests/ -m adls ${PYTEST_ARGS}
+	$(TEST_RUNNER) pytest tests/ -m adls $(PYTEST_ARGS)
 
-test-gcs: ## Run tests marked with gcs, can add arguments with PYTEST_ARGS="-vv"
+test-gcs: ## Run tests marked with @pytest.mark.gcs
 	sh ./dev/run-gcs-server.sh
-	poetry run  pytest tests/ -m gcs ${PYTEST_ARGS}
+	$(TEST_RUNNER) pytest tests/ -m gcs $(PYTEST_ARGS)
 
-test-coverage-unit: # Run test with coverage for unit tests, can add arguments with PYTEST_ARGS="-vv"
-	poetry run coverage run --source=pyiceberg/ --data-file=.coverage.unit -m pytest tests/ -v -m "(unmarked or parametrize) and not integration" ${PYTEST_ARGS}
-
-test-coverage-integration: # Run test with coverage for integration tests, can add arguments with PYTEST_ARGS="-vv"
-	docker compose -f dev/docker-compose-integration.yml kill
-	docker compose -f dev/docker-compose-integration.yml rm -f
-	docker compose -f dev/docker-compose-integration.yml up -d
-	sh ./dev/run-azurite.sh
-	sh ./dev/run-gcs-server.sh
-	sleep 10
-	docker compose -f dev/docker-compose-integration.yml cp ./dev/provision.py spark-iceberg:/opt/spark/provision.py
-	docker compose -f dev/docker-compose-integration.yml exec -T spark-iceberg ipython ./provision.py
-	poetry run coverage run --source=pyiceberg/ --data-file=.coverage.integration -m pytest tests/ -v -m integration ${PYTEST_ARGS}
+test-coverage: COVERAGE=1
+test-coverage: test test-integration test-s3 test-adls test-gcs coverage-report ## Run all tests with coverage and report
 
-test-coverage: | test-coverage-unit test-coverage-integration ## Run all tests with coverage including unit and integration tests
-	poetry run coverage combine .coverage.unit .coverage.integration
-	poetry run coverage report -m --fail-under=90
+coverage-report: ## Combine and report coverage
+	poetry run coverage combine
+	poetry run coverage report -m --fail-under=$(COVERAGE_FAIL_UNDER)
 	poetry run coverage html
 	poetry run coverage xml
 
+# ================
+# Documentation
+# ================
 
-clean: ## Clean up the project Python working environment
-	@echo "Cleaning up Cython and Python cached files"
-	@rm -rf build dist *.egg-info
-	@find . -name "*.so" -exec echo Deleting {} \; -delete
-	@find . -name "*.pyc" -exec echo Deleting {} \; -delete
-	@find . -name "__pycache__" -exec echo Deleting {} \; -exec rm -rf {} +
-	@find . -name "*.pyd" -exec echo Deleting {} \; -delete
-	@find . -name "*.pyo" -exec echo Deleting {} \; -delete
-	@echo "Cleanup complete"
+##@ Documentation
 
-docs-install:
+docs-install: ## Install docs dependencies
 	poetry install --with docs
 
-docs-serve:
+docs-serve: ## Serve local docs preview (hot reload)
 	poetry run mkdocs serve -f mkdocs/mkdocs.yml
 
-docs-build:
+docs-build: ## Build the static documentation site
 	poetry run mkdocs build -f mkdocs/mkdocs.yml --strict
+
+# ===================
+# Project Maintenance
+# ===================
+
+##@ Maintenance
+
+clean: ## Remove build artifacts and caches
+	@echo "Cleaning up Cython and Python cached files..."
+	@rm -rf build dist *.egg-info
+	@find . -name "*.so" -exec echo Deleting {} \; -delete
+	@find . -name "*.pyc" -exec echo Deleting {} \; -delete
+	@find . -name "__pycache__" -exec echo Deleting {} \; -exec rm -rf {} +
+	@find . -name "*.pyd" -exec echo Deleting {} \; -delete
+	@find . -name "*.pyo" -exec echo Deleting {} \; -delete
+	@echo "Cleanup complete."

From 3b1533ca5708756bd09e93448eedb563758341da Mon Sep 17 00:00:00 2001
From: Jayce Slesar <47452474+jayceslesar@users.noreply.github.com>
Date: Sun, 22 Jun 2025 14:07:04 -0400
Subject: [PATCH 243/357] perf: optimize `table.add_files` and `inspect.files`
 (#2133)

Should help with #2130 and #2132

Modifies `Table.add_files` to explicitly use `inspect.data_files` and
also parallelize `inspect._files`

I didn't see anywhere else where looping over manifest entries was
parallelized, so seems better to parallelize across manifests than
within.

No changes here but should be faster.

---------

Co-authored-by: Kevin Liu <kevinjqliu@users.noreply.github.com>
---
 pyiceberg/table/__init__.py |  2 +-
 pyiceberg/table/inspect.py  | 11 +++++++----
 2 files changed, 8 insertions(+), 5 deletions(-)

diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index f82658a1d2..2eebd0e42a 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -847,7 +847,7 @@ def add_files(
             import pyarrow.compute as pc
 
             expr = pc.field("file_path").isin(file_paths)
-            referenced_files = [file["file_path"] for file in self._table.inspect.files().filter(expr).to_pylist()]
+            referenced_files = [file["file_path"] for file in self._table.inspect.data_files().filter(expr).to_pylist()]
 
             if referenced_files:
                 raise ValueError(f"Cannot add files that are already referenced by table, files: {', '.join(referenced_files)}")
diff --git a/pyiceberg/table/inspect.py b/pyiceberg/table/inspect.py
index cce5250ad5..3bb0268a05 100644
--- a/pyiceberg/table/inspect.py
+++ b/pyiceberg/table/inspect.py
@@ -650,11 +650,14 @@ def _files(self, snapshot_id: Optional[int] = None, data_file_filter: Optional[S
 
         snapshot = self._get_snapshot(snapshot_id)
         io = self.tbl.io
-        files_table: list[pa.Table] = []
-        for manifest_list in snapshot.manifests(io):
-            files_table.append(self._get_files_from_manifest(manifest_list, data_file_filter))
 
-        return pa.concat_tables(files_table)
+        executor = ExecutorFactory.get_or_create()
+        results = list(
+            executor.map(
+                lambda manifest_list: self._get_files_from_manifest(manifest_list, data_file_filter), snapshot.manifests(io)
+            )
+        )
+        return pa.concat_tables(results)
 
     def files(self, snapshot_id: Optional[int] = None) -> "pa.Table":
         return self._files(snapshot_id)

From af174b160db1d82944e10d8d6d170170a79649d2 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Mon, 23 Jun 2025 22:48:17 +0200
Subject: [PATCH 244/357] Run `test_create_table_transaction` for Rest V1
 tables (#2137)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

Moar test coverage :)

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 tests/integration/test_writes/test_writes.py | 11 -----------
 1 file changed, 11 deletions(-)

diff --git a/tests/integration/test_writes/test_writes.py b/tests/integration/test_writes/test_writes.py
index 493b163b95..033a9f7c0d 100644
--- a/tests/integration/test_writes/test_writes.py
+++ b/tests/integration/test_writes/test_writes.py
@@ -40,7 +40,6 @@
 
 from pyiceberg.catalog import Catalog, load_catalog
 from pyiceberg.catalog.hive import HiveCatalog
-from pyiceberg.catalog.rest import RestCatalog
 from pyiceberg.catalog.sql import SqlCatalog
 from pyiceberg.exceptions import NoSuchTableError
 from pyiceberg.expressions import And, EqualTo, GreaterThanOrEqual, In, LessThan, Not
@@ -885,11 +884,6 @@ def test_write_and_evolve(session_catalog: Catalog, format_version: int) -> None
 @pytest.mark.parametrize("format_version", [1, 2])
 @pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
 def test_create_table_transaction(catalog: Catalog, format_version: int) -> None:
-    if format_version == 1 and isinstance(catalog, RestCatalog):
-        pytest.skip(
-            "There is a bug in the REST catalog image (https://github.com/apache/iceberg/issues/8756) that prevents create and commit a staged version 1 table"
-        )
-
     identifier = f"default.arrow_create_table_transaction_{catalog.name}_{format_version}"
 
     try:
@@ -942,11 +936,6 @@ def test_create_table_transaction(catalog: Catalog, format_version: int) -> None
 @pytest.mark.parametrize("format_version", [1, 2])
 @pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
 def test_create_table_with_non_default_values(catalog: Catalog, table_schema_with_all_types: Schema, format_version: int) -> None:
-    if format_version == 1 and isinstance(catalog, RestCatalog):
-        pytest.skip(
-            "There is a bug in the REST catalog image (https://github.com/apache/iceberg/issues/8756) that prevents create and commit a staged version 1 table"
-        )
-
     identifier = f"default.arrow_create_table_transaction_with_non_default_values_{catalog.name}_{format_version}"
     identifier_ref = f"default.arrow_create_table_transaction_with_non_default_values_ref_{catalog.name}_{format_version}"
 

From e065e3b50fdce5b7173a0d81fe01e3f7dd056140 Mon Sep 17 00:00:00 2001
From: Antoine <89391685+elca-anh@users.noreply.github.com>
Date: Tue, 24 Jun 2025 00:17:22 +0200
Subject: [PATCH 245/357] Add warehouse parameter to the REST Catalog doc
 (#2066)

# Rationale for this change

Missing parameter in REST Catalog documentation

# Are these changes tested?

Doc only

# Are there any user-facing changes?

Doc only

---------

Co-authored-by: Fokko Driesprong <fokko@apache.org>
Co-authored-by: Kevin Liu <kevinjqliu@users.noreply.github.com>
---
 mkdocs/docs/configuration.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/mkdocs/docs/configuration.md b/mkdocs/docs/configuration.md
index 8503a846d6..922e60e1f8 100644
--- a/mkdocs/docs/configuration.md
+++ b/mkdocs/docs/configuration.md
@@ -351,6 +351,7 @@ catalog:
 | rest.signing-name   | execute-api                      | The service signing name to use when SigV4 signing a request                                       |
 | oauth2-server-uri   | <https://auth-service/cc>          | Authentication URL to use for client credentials authentication (default: uri + 'v1/oauth/tokens') |
 | snapshot-loading-mode | refs                             | The snapshots to return in the body of the metadata. Setting the value to `all` would return the full set of snapshots currently valid for the table. Setting the value to `refs` would load all snapshots referenced by branches or tags. |
+| warehouse          | myWarehouse                         | Warehouse location or identifier to request from the catalog service. May be used to determine server-side overrides, such as the warehouse location. |
 
 <!-- markdown-link-check-enable-->
 

From fda323f2543b218d2c9b6523637c6c303ed687a8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 23 Jun 2025 22:23:04 -0400
Subject: [PATCH 246/357] Build: Bump mypy-boto3-glue from 1.38.22 to 1.38.42
 (#2144)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [mypy-boto3-glue](https://github.com/youtype/mypy_boto3_builder)
from 1.38.22 to 1.38.42.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/youtype/mypy_boto3_builder/releases">mypy-boto3-glue's
releases</a>.</em></p>
<blockquote>
<h2>8.8.0 - Python 3.8 runtime is back</h2>
<h3>Changed</h3>
<ul>
<li><code>[services]</code> <code>install_requires</code> section is
calculated based on dependencies in use, so
<code>typing-extensions</code> version is set properly</li>
<li><code>[all]</code> Replaced <code>typing</code> imports with
<code>collections.abc</code> with a fallback to <code>typing</code> for
Python &lt;3.9</li>
<li><code>[all]</code> Added aliases for <code>builtins.list</code>,
<code>builtins.set</code>, <code>builtins.dict</code>, and
<code>builtins.type</code>, so Python 3.8 runtime should work as
expected again (reported by <a
href="https://github.com/YHallouard"><code>@​YHallouard</code></a> in <a
href="https://redirect.github.com/youtype/mypy_boto3_builder/issues/340">#340</a>
and <a
href="https://github.com/Omri-Ben-Yair"><code>@​Omri-Ben-Yair</code></a>
in <a
href="https://redirect.github.com/youtype/mypy_boto3_builder/issues/336">#336</a>)</li>
<li><code>[all]</code> Unions use the same type annotations as the rest
of the structures due to proper fallbacks</li>
</ul>
<h3>Fixed</h3>
<ul>
<li><code>[services]</code> Universal input/output shapes were not
replaced properly in service subresources</li>
<li><code>[docs]</code> Simplified doc links rendering for services</li>
<li><code>[services]</code> Cleaned up unnecessary imports in
<code>client.pyi</code></li>
<li><code>[builder]</code> Import records with fallback are always
rendered</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li>See full diff in <a
href="https://github.com/youtype/mypy_boto3_builder/commits">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock | 88 +++++++++++++++++++++++++++--------------------------
 1 file changed, 45 insertions(+), 43 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 887d029eff..0783784472 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -59,7 +59,7 @@ description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -72,7 +72,7 @@ description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "aiohttp-3.12.13-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5421af8f22a98f640261ee48aae3a37f0c41371e99412d55eaf2f8a46d5dad29"},
     {file = "aiohttp-3.12.13-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0fcda86f6cb318ba36ed8f1396a6a4a3fd8f856f84d426584392083d10da4de0"},
@@ -202,7 +202,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\")"
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -268,7 +268,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version <= \"3.10\""
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version <= \"3.10\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -285,7 +285,7 @@ files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
-markers = {main = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\")"}
+markers = {main = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"}
 
 [package.extras]
 benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
@@ -488,7 +488,7 @@ files = [
     {file = "boto3-1.38.27-py3-none-any.whl", hash = "sha256:95f5fe688795303a8a15e8b7e7f255cadab35eae459d00cc281a4fd77252ea80"},
     {file = "boto3-1.38.27.tar.gz", hash = "sha256:94bd7fdd92d5701b362d4df100d21e28f8307a67ff56b6a8b0398119cf22f859"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.38.27,<1.39.0"
@@ -509,7 +509,7 @@ files = [
     {file = "botocore-1.38.27-py3-none-any.whl", hash = "sha256:a785d5e9a5eda88ad6ab9ed8b87d1f2ac409d0226bba6ff801c55359e94d91a8"},
     {file = "botocore-1.38.27.tar.gz", hash = "sha256:9788f7efe974328a38cbade64cc0b1e67d27944b899f88cb786ae362973133b6"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -802,7 +802,6 @@ description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev", "docs"]
-markers = "python_version < \"3.10\""
 files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
     {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
@@ -811,22 +810,6 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
-[[package]]
-name = "click"
-version = "8.2.1"
-description = "Composable command line interface toolkit"
-optional = false
-python-versions = ">=3.10"
-groups = ["main", "dev", "docs"]
-markers = "python_version >= \"3.10\""
-files = [
-    {file = "click-8.2.1-py3-none-any.whl", hash = "sha256:61a3265b914e850b85317d0b3109c7f8cd35a670f963866005d6ef1d5175a12b"},
-    {file = "click-8.2.1.tar.gz", hash = "sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202"},
-]
-
-[package.dependencies]
-colorama = {version = "*", markers = "platform_system == \"Windows\""}
-
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -1435,7 +1418,7 @@ files = [
     {file = "filelock-3.18.0-py3-none-any.whl", hash = "sha256:c401f4f8377c4464e6db25fff06205fd89bdd83b65eb0488ed1b160f780e21de"},
     {file = "filelock-3.18.0.tar.gz", hash = "sha256:adbc88eabb99d2fec8c9c1b229b171f18afa655400173ddc653d5d01501fb9f2"},
 ]
-markers = {main = "python_version == \"3.9\" and (extra == \"ray\" or extra == \"hf\") or extra == \"hf\" or extra == \"ray\""}
+markers = {main = "extra == \"ray\" or extra == \"hf\""}
 
 [package.extras]
 docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
@@ -1490,7 +1473,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\")"
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
 files = [
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cc4df77d638aa2ed703b878dd093725b72a824c3c546c076e8fdf276f78ee84a"},
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:716a9973a2cc963160394f701964fe25012600f3d311f60c790400b00e568b61"},
@@ -2264,7 +2247,7 @@ files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [[package]]
 name = "joserfc"
@@ -2308,6 +2291,8 @@ python-versions = "*"
 groups = ["dev"]
 files = [
     {file = "jsonpath-ng-1.7.0.tar.gz", hash = "sha256:f6f5f7fd4e5ff79c785f1573b394043b39849fb2bb47bcead935d12b00beab3c"},
+    {file = "jsonpath_ng-1.7.0-py2-none-any.whl", hash = "sha256:898c93fc173f0c336784a3fa63d7434297544b7198124a68f9a3ef9597b0ae6e"},
+    {file = "jsonpath_ng-1.7.0-py3-none-any.whl", hash = "sha256:f3d7f9e848cba1b6da28c55b1c26ff915dc9e0b1ba7e752a53d6da8d5cbd00b6"},
 ]
 
 [package.dependencies]
@@ -3052,7 +3037,7 @@ description = "multidict implementation"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "multidict-6.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:2e118a202904623b1d2606d1c8614e14c9444b59d64454b0c355044058066469"},
     {file = "multidict-6.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a42995bdcaff4e22cb1280ae7752c3ed3fbb398090c6991a2797a4a0e5ed16a9"},
@@ -3186,14 +3171,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-glue"
-version = "1.38.22"
-description = "Type annotations for boto3 Glue 1.38.22 service generated with mypy-boto3-builder 8.11.0"
+version = "1.38.42"
+description = "Type annotations for boto3 Glue 1.38.42 service generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "mypy_boto3_glue-1.38.22-py3-none-any.whl", hash = "sha256:4fe34c858cbee41e8ad30382305c01b0dd9c1da4c84f894860b9249ddabb4a58"},
-    {file = "mypy_boto3_glue-1.38.22.tar.gz", hash = "sha256:a9c529fafaaa9845d39c3204b3fb6cbbb633fa747faf6a084a2b2a381ef12a2b"},
+    {file = "mypy_boto3_glue-1.38.42-py3-none-any.whl", hash = "sha256:f49401710e8795a5d12ae0ad14bb6a96fd8ac23477853569421253a51a8e790c"},
+    {file = "mypy_boto3_glue-1.38.42.tar.gz", hash = "sha256:c34967cd54ddd5d8d8afc1464eaa847b6430c32b7424559199c5af3d9006b4f1"},
 ]
 
 [package.dependencies]
@@ -3353,7 +3338,7 @@ description = "Fundamental package for array computing in Python"
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "python_version == \"3.10\" and (extra == \"pandas\" or extra == \"ray\")"
+markers = "(extra == \"pandas\" or extra == \"ray\") and python_version == \"3.10\""
 files = [
     {file = "numpy-2.2.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b412caa66f72040e6d268491a59f2c43bf03eb6c96dd8f0307829feb7fa2b6fb"},
     {file = "numpy-2.2.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8e41fd67c52b86603a91c1a505ebaef50b3314de0213461c7a6e99c9a3beff90"},
@@ -3419,7 +3404,7 @@ description = "Fundamental package for array computing in Python"
 optional = true
 python-versions = ">=3.11"
 groups = ["main"]
-markers = "(extra == \"pandas\" or extra == \"ray\") and python_version >= \"3.11\""
+markers = "python_version >= \"3.11\" and (extra == \"pandas\" or extra == \"ray\")"
 files = [
     {file = "numpy-2.3.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:c3c9fdde0fa18afa1099d6257eb82890ea4f3102847e692193b54e00312a9ae9"},
     {file = "numpy-2.3.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:46d16f72c2192da7b83984aa5455baee640e33a9f1e61e656f29adf55e406c2b"},
@@ -3538,7 +3523,7 @@ files = [
     {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
     {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
 ]
-markers = {main = "python_version == \"3.9\" and (extra == \"ray\" or extra == \"hf\") or extra == \"hf\" or extra == \"ray\""}
+markers = {main = "extra == \"ray\" or extra == \"hf\""}
 
 [[package]]
 name = "paginate"
@@ -3569,35 +3554,51 @@ files = [
     {file = "pandas-2.3.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a6872d695c896f00df46b71648eea332279ef4077a409e2fe94220208b6bb675"},
     {file = "pandas-2.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f4dd97c19bd06bc557ad787a15b6489d2614ddaab5d104a0310eb314c724b2d2"},
     {file = "pandas-2.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:034abd6f3db8b9880aaee98f4f5d4dbec7c4829938463ec046517220b2f8574e"},
+    {file = "pandas-2.3.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:23c2b2dc5213810208ca0b80b8666670eb4660bbfd9d45f58592cc4ddcfd62e1"},
     {file = "pandas-2.3.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:39ff73ec07be5e90330cc6ff5705c651ace83374189dcdcb46e6ff54b4a72cd6"},
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+    {file = "pandas-2.3.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:e5f08eb9a445d07720776df6e641975665c9ea12c9d8a331e0f6890f2dcd76ef"},
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+    {file = "pandas-2.3.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:404d681c698e3c8a40a61d0cd9412cc7364ab9a9cc6e144ae2992e11a2e77a20"},
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+    {file = "pandas-2.3.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:c6da97aeb6a6d233fb6b17986234cc723b396b50a3c6804776351994f2a658fd"},
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+    {file = "pandas-2.3.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:1d2b33e68d0ce64e26a4acc2e72d747292084f4e8db4c847c6f5f6cbe56ed6d8"},
     {file = "pandas-2.3.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:430a63bae10b5086995db1b02694996336e5a8ac9a96b4200572b413dfdfccb9"},
     {file = "pandas-2.3.0-cp313-cp313-win_amd64.whl", hash = "sha256:4930255e28ff5545e2ca404637bcc56f031893142773b3468dc021c6c32a1390"},
     {file = "pandas-2.3.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:f925f1ef673b4bd0271b1809b72b3270384f2b7d9d14a189b12b7fc02574d575"},
     {file = "pandas-2.3.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:e78ad363ddb873a631e92a3c063ade1ecfb34cae71e9a2be6ad100f875ac1042"},
     {file = "pandas-2.3.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:951805d146922aed8357e4cc5671b8b0b9be1027f0619cea132a9f3f65f2f09c"},
     {file = "pandas-2.3.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1a881bc1309f3fce34696d07b00f13335c41f5f5a8770a33b09ebe23261cfc67"},
+    {file = "pandas-2.3.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:e1991bbb96f4050b09b5f811253c4f3cf05ee89a589379aa36cd623f21a31d6f"},
     {file = "pandas-2.3.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:bb3be958022198531eb7ec2008cfc78c5b1eed51af8600c6c5d9160d89d8d249"},
+    {file = "pandas-2.3.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9efc0acbbffb5236fbdf0409c04edce96bec4bdaa649d49985427bd1ec73e085"},
+    {file = "pandas-2.3.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:75651c14fde635e680496148a8526b328e09fe0572d9ae9b638648c46a544ba3"},
+    {file = "pandas-2.3.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bf5be867a0541a9fb47a4be0c5790a4bccd5b77b92f0a59eeec9375fafc2aa14"},
+    {file = "pandas-2.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:84141f722d45d0c2a89544dd29d35b3abfc13d2250ed7e68394eda7564bd6324"},
+    {file = "pandas-2.3.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:f95a2aef32614ed86216d3c450ab12a4e82084e8102e355707a1d96e33d51c34"},
+    {file = "pandas-2.3.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:e0f51973ba93a9f97185049326d75b942b9aeb472bec616a129806facb129ebb"},
+    {file = "pandas-2.3.0-cp39-cp39-win_amd64.whl", hash = "sha256:b198687ca9c8529662213538a9bb1e60fa0bf0f6af89292eb68fea28743fcd5a"},
     {file = "pandas-2.3.0.tar.gz", hash = "sha256:34600ab34ebf1131a7613a260a61dbe8b62c188ec0ea4c296da7c9a06b004133"},
 ]
 
 [package.dependencies]
 numpy = [
     {version = ">=1.22.4", markers = "python_version < \"3.11\""},
-    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
     {version = ">=1.23.2", markers = "python_version == \"3.11\""},
+    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -3768,7 +3769,7 @@ description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:22d9962a358aedbb7a2e36187ff273adeaab9743373a272976d2e348d08c7770"},
     {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0d0fda578d1dc3f77b6b5a5dce3b9ad69a8250a891760a548df850a5e8da87f3"},
@@ -3896,7 +3897,7 @@ description = ""
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version == \"3.9\" and (extra == \"ray\" or extra == \"gcsfs\") or extra == \"gcsfs\" or extra == \"ray\""
+markers = "extra == \"ray\" or extra == \"gcsfs\""
 files = [
     {file = "protobuf-6.31.1-cp310-abi3-win32.whl", hash = "sha256:7fa17d5a29c2e04b7d90e5e32388b8bfd0e7107cd8e616feef7ed3fa6bdab5c9"},
     {file = "protobuf-6.31.1-cp310-abi3-win_amd64.whl", hash = "sha256:426f59d2964864a1a366254fa703b8632dcec0790d8862d30034d8245e1cd447"},
@@ -3965,6 +3966,7 @@ files = [
     {file = "psycopg2_binary-2.9.10-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:bb89f0a835bcfc1d42ccd5f41f04870c1b936d8507c6df12b7737febc40f0909"},
     {file = "psycopg2_binary-2.9.10-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:f0c2d907a1e102526dd2986df638343388b94c33860ff3bbe1384130828714b1"},
     {file = "psycopg2_binary-2.9.10-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:f8157bed2f51db683f31306aa497311b560f2265998122abe1dce6428bd86567"},
+    {file = "psycopg2_binary-2.9.10-cp313-cp313-win_amd64.whl", hash = "sha256:27422aa5f11fbcd9b18da48373eb67081243662f9b46e6fd07c3eb46e4535142"},
     {file = "psycopg2_binary-2.9.10-cp38-cp38-macosx_12_0_x86_64.whl", hash = "sha256:eb09aa7f9cecb45027683bb55aebaaf45a0df8bf6de68801a6afdc7947bb09d4"},
     {file = "psycopg2_binary-2.9.10-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b73d6d7f0ccdad7bc43e6d34273f70d587ef62f824d7261c4ae9b8b1b6af90e8"},
     {file = "psycopg2_binary-2.9.10-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ce5ab4bf46a211a8e924d307c1b1fcda82368586a19d0a24f8ae166f5c784864"},
@@ -4094,7 +4096,7 @@ files = [
     {file = "pyarrow-20.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:9965a050048ab02409fb7cbbefeedba04d3d67f2cc899eff505cc084345959ca"},
     {file = "pyarrow-20.0.0.tar.gz", hash = "sha256:febc4a913592573c8d5805091a6c2b5064c8bd6e002131f01061797d91c783c1"},
 ]
-markers = {main = "extra == \"pyarrow\" or extra == \"pandas\" or extra == \"duckdb\" or extra == \"ray\" or extra == \"daft\""}
+markers = {main = "extra == \"daft\" or extra == \"duckdb\" or extra == \"pandas\" or extra == \"pyarrow\" or extra == \"ray\""}
 
 [package.extras]
 test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
@@ -4699,7 +4701,7 @@ files = [
     {file = "PyYAML-6.0.2-cp39-cp39-win_amd64.whl", hash = "sha256:39693e1f8320ae4f43943590b49779ffb98acb81f788220ea932a6b6c51004d8"},
     {file = "pyyaml-6.0.2.tar.gz", hash = "sha256:d584d9ec91ad65861cc08d42e834324ef890a082e591037abe114850ff7bbc3e"},
 ]
-markers = {main = "python_version == \"3.9\" and (extra == \"ray\" or extra == \"hf\") or extra == \"hf\" or extra == \"ray\""}
+markers = {main = "extra == \"ray\" or extra == \"hf\""}
 
 [[package]]
 name = "pyyaml-env-tag"
@@ -5223,7 +5225,7 @@ files = [
     {file = "s3transfer-0.13.0-py3-none-any.whl", hash = "sha256:0148ef34d6dd964d0d8cf4311b2b21c474693e57c2e069ec708ce043d2b527be"},
     {file = "s3transfer-0.13.0.tar.gz", hash = "sha256:f5e6db74eb7776a37208001113ea7aa97695368242b364d73e91c981ac522177"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.37.4,<2.0a.0"
@@ -5731,7 +5733,7 @@ description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"hf\" or extra == \"daft\""
+markers = "extra == \"daft\" or extra == \"hf\""
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -6016,7 +6018,7 @@ description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6032e6da6abd41e4acda34d75a816012717000fa6839f37124a47fcefc49bec4"},
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2c7b34d804b8cf9b214f05015c4fee2ebe7ed05cf581e7192c06555c71f4446a"},

From f8a5ee2e1158dfd61297d1997b60b706222b85d8 Mon Sep 17 00:00:00 2001
From: Kevin Liu <kevinjqliu@users.noreply.github.com>
Date: Tue, 24 Jun 2025 03:45:57 -0400
Subject: [PATCH 247/357] test: use `create or replace` (#2140)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change
Follow up to #2137
Remove all mentions of `CREATE OR REPLACE` issue,
https://github.com/apache/iceberg/issues/8756

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 dev/provision.py | 6 +-----
 1 file changed, 1 insertion(+), 5 deletions(-)

diff --git a/dev/provision.py b/dev/provision.py
index 837189204e..231f5123ce 100644
--- a/dev/provision.py
+++ b/dev/provision.py
@@ -273,13 +273,9 @@
         """
         )
 
-    # There is an issue with CREATE OR REPLACE
-    # https://github.com/apache/iceberg/issues/8756
-    spark.sql(f"DROP TABLE IF EXISTS {catalog_name}.default.test_table_version")
-
     spark.sql(
         f"""
-    CREATE TABLE {catalog_name}.default.test_table_version (
+    CREATE OR REPLACE TABLE {catalog_name}.default.test_table_version (
         dt     date,
         number integer,
         letter string

From 97ea130eb9ebee06b659a1b4e1c9137e8839949d Mon Sep 17 00:00:00 2001
From: Kevin Liu <kevinjqliu@users.noreply.github.com>
Date: Tue, 24 Jun 2025 10:54:22 -0400
Subject: [PATCH 248/357] Update assertion for testing locally (#2113)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change
`make test` fails locally since `Config().get_known_catalogs()` also
reads my local `~/.pyiceberg.yaml`

Follow up to #2088

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 tests/utils/test_config.py | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/tests/utils/test_config.py b/tests/utils/test_config.py
index 24a867f812..d70b0345f8 100644
--- a/tests/utils/test_config.py
+++ b/tests/utils/test_config.py
@@ -59,10 +59,9 @@ def test_fix_nested_objects_from_environment_variables() -> None:
 @mock.patch.dict(os.environ, EXAMPLE_ENV)
 @mock.patch.dict(os.environ, {"PYICEBERG_CATALOG__DEVELOPMENT__URI": "https://dev.service.io/api"})
 def test_list_all_known_catalogs() -> None:
-    assert Config().get_known_catalogs() == [
-        "production",
-        "development",
-    ]
+    catalogs = Config().get_known_catalogs()
+    assert "production" in catalogs
+    assert "development" in catalogs
 
 
 def test_from_configuration_files(tmp_path_factory: pytest.TempPathFactory) -> None:

From 4152ee4102f0ceead8c136745295f04579c35d99 Mon Sep 17 00:00:00 2001
From: Kaushik Srinivasan <kaushik.srinii@gmail.com>
Date: Tue, 24 Jun 2025 15:45:52 -0400
Subject: [PATCH 249/357] Validate added data files for snapshot compatibility
 (#2050)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

Closes #1929

# Rationale for this change

- Since we want to support snapshot write compatibility (#1772) and is
part of the following parent issue #819

# Are these changes tested?

Yes

# Are there any user-facing changes?

No

<!-- In the case of user-facing changes, please add the changelog label.
-->

---------

Co-authored-by: Jayce Slesar <47452474+jayceslesar@users.noreply.github.com>
Co-authored-by: Fokko Driesprong <fokko@apache.org>
---
 pyiceberg/table/update/validate.py | 127 ++++++++++++++++++++++-----
 tests/table/test_validate.py       | 135 ++++++++++++++++++++++++++++-
 2 files changed, 240 insertions(+), 22 deletions(-)

diff --git a/pyiceberg/table/update/validate.py b/pyiceberg/table/update/validate.py
index 32aabac28c..b49c4abe07 100644
--- a/pyiceberg/table/update/validate.py
+++ b/pyiceberg/table/update/validate.py
@@ -14,17 +14,19 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
-from typing import Iterator, Optional
+from typing import Iterator, Optional, Set
 
 from pyiceberg.exceptions import ValidationException
 from pyiceberg.expressions import BooleanExpression
 from pyiceberg.expressions.visitors import ROWS_CANNOT_MATCH, _InclusiveMetricsEvaluator
 from pyiceberg.manifest import ManifestContent, ManifestEntry, ManifestEntryStatus, ManifestFile
+from pyiceberg.schema import Schema
 from pyiceberg.table import Table
 from pyiceberg.table.snapshots import Operation, Snapshot, ancestors_between
 from pyiceberg.typedef import Record
 
-VALIDATE_DATA_FILES_EXIST_OPERATIONS = {Operation.OVERWRITE, Operation.REPLACE, Operation.DELETE}
+VALIDATE_DATA_FILES_EXIST_OPERATIONS: Set[Operation] = {Operation.OVERWRITE, Operation.REPLACE, Operation.DELETE}
+VALIDATE_ADDED_DATA_FILES_OPERATIONS: Set[Operation] = {Operation.APPEND, Operation.OVERWRITE}
 
 
 def _validation_history(
@@ -77,6 +79,47 @@ def _validation_history(
     return manifests_files, snapshots
 
 
+def _filter_manifest_entries(
+    entry: ManifestEntry,
+    snapshot_ids: set[int],
+    data_filter: Optional[BooleanExpression],
+    partition_set: Optional[dict[int, set[Record]]],
+    entry_status: Optional[ManifestEntryStatus],
+    schema: Schema,
+) -> bool:
+    """Filter manifest entries based on data filter and partition set.
+
+    Args:
+        entry: Manifest entry to filter
+        snapshot_ids: set of snapshot ids to match data files
+        data_filter: Optional filter to match data files
+        partition_set: Optional set of partitions to match data files
+        entry_status: Optional status to match data files
+        schema: schema for filtering
+
+    Returns:
+        True if the entry should be included, False otherwise
+    """
+    if entry.snapshot_id not in snapshot_ids:
+        return False
+
+    if entry_status is not None and entry.status != entry_status:
+        return False
+
+    if data_filter is not None:
+        evaluator = _InclusiveMetricsEvaluator(schema, data_filter)
+        if evaluator.eval(entry.data_file) is ROWS_CANNOT_MATCH:
+            return False
+
+    if partition_set is not None:
+        partition = entry.data_file.partition
+        spec_id = entry.data_file.spec_id
+        if spec_id not in partition_set or partition not in partition_set[spec_id]:
+            return False
+
+    return True
+
+
 def _deleted_data_files(
     table: Table,
     starting_snapshot: Snapshot,
@@ -108,27 +151,12 @@ def _deleted_data_files(
         ManifestContent.DATA,
     )
 
-    if data_filter is not None:
-        evaluator = _InclusiveMetricsEvaluator(table.schema(), data_filter).eval
-
     for manifest in manifests:
         for entry in manifest.fetch_manifest_entry(table.io, discard_deleted=False):
-            if entry.snapshot_id not in snapshot_ids:
-                continue
-
-            if entry.status != ManifestEntryStatus.DELETED:
-                continue
-
-            if data_filter is not None and evaluator(entry.data_file) is ROWS_CANNOT_MATCH:
-                continue
-
-            if partition_set is not None:
-                spec_id = entry.data_file.spec_id
-                partition = entry.data_file.partition
-                if spec_id not in partition_set or partition not in partition_set[spec_id]:
-                    continue
-
-            yield entry
+            if _filter_manifest_entries(
+                entry, snapshot_ids, data_filter, partition_set, ManifestEntryStatus.DELETED, table.schema()
+            ):
+                yield entry
 
 
 def _validate_deleted_data_files(
@@ -150,3 +178,60 @@ def _validate_deleted_data_files(
     if any(conflicting_entries):
         conflicting_snapshots = {entry.snapshot_id for entry in conflicting_entries}
         raise ValidationException(f"Deleted data files were found matching the filter for snapshots {conflicting_snapshots}!")
+
+
+def _added_data_files(
+    table: Table,
+    starting_snapshot: Snapshot,
+    data_filter: Optional[BooleanExpression],
+    partition_set: Optional[dict[int, set[Record]]],
+    parent_snapshot: Optional[Snapshot],
+) -> Iterator[ManifestEntry]:
+    """Return manifest entries for data files added between the starting snapshot and parent snapshot.
+
+    Args:
+        table: Table to get the history from
+        starting_snapshot: Starting snapshot to get the history from
+        data_filter: Optional filter to match data files
+        partition_set: Optional set of partitions to match data files
+        parent_snapshot: Parent snapshot to get the history from
+
+    Returns:
+        Iterator of manifest entries for added data files matching the conditions
+    """
+    if parent_snapshot is None:
+        return
+
+    manifests, snapshot_ids = _validation_history(
+        table,
+        parent_snapshot,
+        starting_snapshot,
+        VALIDATE_ADDED_DATA_FILES_OPERATIONS,
+        ManifestContent.DATA,
+    )
+
+    for manifest in manifests:
+        for entry in manifest.fetch_manifest_entry(table.io):
+            if _filter_manifest_entries(entry, snapshot_ids, data_filter, partition_set, None, table.schema()):
+                yield entry
+
+
+def _validate_added_data_files(
+    table: Table,
+    starting_snapshot: Snapshot,
+    data_filter: Optional[BooleanExpression],
+    parent_snapshot: Optional[Snapshot],
+) -> None:
+    """Validate that no files matching a filter have been added to the table since a starting snapshot.
+
+    Args:
+        table: Table to validate
+        starting_snapshot: Snapshot current at the start of the operation
+        data_filter: Expression used to find added data files
+        parent_snapshot: Ending snapshot on the branch being validated
+
+    """
+    conflicting_entries = _added_data_files(table, starting_snapshot, data_filter, None, parent_snapshot)
+    if any(conflicting_entries):
+        conflicting_snapshots = {entry.snapshot_id for entry in conflicting_entries if entry.snapshot_id is not None}
+        raise ValidationException(f"Added data files were found matching the filter for snapshots {conflicting_snapshots}!")
diff --git a/tests/table/test_validate.py b/tests/table/test_validate.py
index 1da8718805..570f680860 100644
--- a/tests/table/test_validate.py
+++ b/tests/table/test_validate.py
@@ -25,7 +25,13 @@
 from pyiceberg.manifest import ManifestContent, ManifestEntry, ManifestEntryStatus, ManifestFile
 from pyiceberg.table import Table
 from pyiceberg.table.snapshots import Operation, Snapshot, Summary
-from pyiceberg.table.update.validate import _deleted_data_files, _validate_deleted_data_files, _validation_history
+from pyiceberg.table.update.validate import (
+    _added_data_files,
+    _deleted_data_files,
+    _validate_added_data_files,
+    _validate_deleted_data_files,
+    _validation_history,
+)
 
 
 @pytest.fixture
@@ -217,3 +223,130 @@ class DummyEntry:
                 data_filter=None,
                 parent_snapshot=oldest_snapshot,
             )
+
+
+@pytest.mark.parametrize("operation", [Operation.APPEND, Operation.OVERWRITE])
+def test_validate_added_data_files_conflicting_count(
+    table_v2_with_extensive_snapshots_and_manifests: tuple[Table, dict[int, list[ManifestFile]]],
+    operation: Operation,
+) -> None:
+    table, mock_manifests = table_v2_with_extensive_snapshots_and_manifests
+
+    snapshot_history = 100
+    snapshots = table.snapshots()
+    for i in range(1, snapshot_history + 1):
+        altered_snapshot = snapshots[-i]
+        altered_snapshot = altered_snapshot.model_copy(update={"summary": Summary(operation=operation)})
+        snapshots[-i] = altered_snapshot
+
+    table.metadata = table.metadata.model_copy(
+        update={"snapshots": snapshots},
+    )
+
+    oldest_snapshot = table.snapshots()[-snapshot_history]
+    newest_snapshot = cast(Snapshot, table.current_snapshot())
+
+    def mock_read_manifest_side_effect(self: Snapshot, io: FileIO) -> list[ManifestFile]:
+        """Mock the manifests method to use the snapshot_id for lookup."""
+        snapshot_id = self.snapshot_id
+        if snapshot_id in mock_manifests:
+            return mock_manifests[snapshot_id]
+        return []
+
+    def mock_fetch_manifest_entry(self: ManifestFile, io: FileIO, discard_deleted: bool = True) -> list[ManifestEntry]:
+        return [
+            ManifestEntry.from_args(
+                status=ManifestEntryStatus.ADDED,
+                snapshot_id=self.added_snapshot_id,
+            )
+        ]
+
+    with (
+        patch("pyiceberg.table.snapshots.Snapshot.manifests", new=mock_read_manifest_side_effect),
+        patch("pyiceberg.manifest.ManifestFile.fetch_manifest_entry", new=mock_fetch_manifest_entry),
+    ):
+        result = list(
+            _added_data_files(
+                table=table,
+                starting_snapshot=newest_snapshot,
+                data_filter=None,
+                parent_snapshot=oldest_snapshot,
+                partition_set=None,
+            )
+        )
+
+        # since we only look at the ManifestContent.Data files
+        assert len(result) == snapshot_history / 2
+
+
+@pytest.mark.parametrize("operation", [Operation.DELETE, Operation.REPLACE])
+def test_validate_added_data_files_non_conflicting_count(
+    table_v2_with_extensive_snapshots_and_manifests: tuple[Table, dict[int, list[ManifestFile]]],
+    operation: Operation,
+) -> None:
+    table, mock_manifests = table_v2_with_extensive_snapshots_and_manifests
+
+    snapshot_history = 100
+    snapshots = table.snapshots()
+    for i in range(1, snapshot_history + 1):
+        altered_snapshot = snapshots[-i]
+        altered_snapshot = altered_snapshot.model_copy(update={"summary": Summary(operation=operation)})
+        snapshots[-i] = altered_snapshot
+
+    table.metadata = table.metadata.model_copy(
+        update={"snapshots": snapshots},
+    )
+
+    oldest_snapshot = table.snapshots()[-snapshot_history]
+    newest_snapshot = cast(Snapshot, table.current_snapshot())
+
+    def mock_read_manifest_side_effect(self: Snapshot, io: FileIO) -> list[ManifestFile]:
+        """Mock the manifests method to use the snapshot_id for lookup."""
+        snapshot_id = self.snapshot_id
+        if snapshot_id in mock_manifests:
+            return mock_manifests[snapshot_id]
+        return []
+
+    def mock_fetch_manifest_entry(self: ManifestFile, io: FileIO, discard_deleted: bool = True) -> list[ManifestEntry]:
+        return [
+            ManifestEntry.from_args(
+                status=ManifestEntryStatus.ADDED,
+                snapshot_id=self.added_snapshot_id,
+            )
+        ]
+
+    with (
+        patch("pyiceberg.table.snapshots.Snapshot.manifests", new=mock_read_manifest_side_effect),
+        patch("pyiceberg.manifest.ManifestFile.fetch_manifest_entry", new=mock_fetch_manifest_entry),
+    ):
+        result = list(
+            _added_data_files(
+                table=table,
+                starting_snapshot=newest_snapshot,
+                data_filter=None,
+                parent_snapshot=oldest_snapshot,
+                partition_set=None,
+            )
+        )
+
+        assert len(result) == 0
+
+
+def test_validate_added_data_files_raises_on_conflict(
+    table_v2_with_extensive_snapshots_and_manifests: tuple[Table, dict[int, list[ManifestFile]]],
+) -> None:
+    table, _ = table_v2_with_extensive_snapshots_and_manifests
+    oldest_snapshot = table.snapshots()[0]
+    newest_snapshot = cast(Snapshot, table.current_snapshot())
+
+    class DummyEntry:
+        snapshot_id = 123
+
+    with patch("pyiceberg.table.update.validate._added_data_files", return_value=[DummyEntry()]):
+        with pytest.raises(ValidationException):
+            _validate_added_data_files(
+                table=table,
+                starting_snapshot=newest_snapshot,
+                data_filter=None,
+                parent_snapshot=oldest_snapshot,
+            )

From 017fdaeb4060f687c2859eca1a54178de6b6fdca Mon Sep 17 00:00:00 2001
From: gardenia <colm.dougan@gmail.com>
Date: Tue, 24 Jun 2025 21:01:33 +0100
Subject: [PATCH 250/357] Add `hive.kerberos-service-name` configuration option
 (#2032) (#2141)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #2032 -->

# Rationale for this change

Added new configuration parameter hive.kerberos-service-name (#2032)

      hive.kerberos-service-name

Defaults to "hive"

# Are these changes tested?

added unit test.

# Are there any user-facing changes?

this change adds an optional configuration parameter for the hive
catalog (hive.kerberos-service-name) which defaults to "hive". the
change includes doc updates.


<!-- In the case of user-facing changes, please add the changelog label.
-->

Co-authored-by: Colm Dougan <colm.dougan@cirata.com>
---
 mkdocs/docs/configuration.md |  9 +++++----
 pyiceberg/catalog/hive.py    | 14 ++++++++++++--
 tests/catalog/test_hive.py   | 18 ++++++++++++++++--
 3 files changed, 33 insertions(+), 8 deletions(-)

diff --git a/mkdocs/docs/configuration.md b/mkdocs/docs/configuration.md
index 922e60e1f8..bc514e39af 100644
--- a/mkdocs/docs/configuration.md
+++ b/mkdocs/docs/configuration.md
@@ -439,10 +439,11 @@ catalog:
     s3.secret-access-key: password
 ```
 
-| Key                          | Example | Description                       |
-|------------------------------| ------- | --------------------------------- |
-| hive.hive2-compatible        | true    | Using Hive 2.x compatibility mode |
-| hive.kerberos-authentication | true    | Using authentication via Kerberos |
+| Key                          | Example | Description                          |
+|------------------------------| ------- | ------------------------------------ |
+| hive.hive2-compatible        | true    | Using Hive 2.x compatibility mode    |
+| hive.kerberos-authentication | true    | Using authentication via Kerberos    |
+| hive.kerberos-service-name   | hive    | Kerberos service name (default hive) |
 
 When using Hive 2.x, make sure to set the compatibility flag:
 
diff --git a/pyiceberg/catalog/hive.py b/pyiceberg/catalog/hive.py
index 05dd408fc2..09437dd1b6 100644
--- a/pyiceberg/catalog/hive.py
+++ b/pyiceberg/catalog/hive.py
@@ -130,6 +130,8 @@
 
 HIVE_KERBEROS_AUTH = "hive.kerberos-authentication"
 HIVE_KERBEROS_AUTH_DEFAULT = False
+HIVE_KERBEROS_SERVICE_NAME = "hive.kerberos-service-name"
+HIVE_KERBEROS_SERVICE_NAME_DEFAULT = "hive"
 
 LOCK_CHECK_MIN_WAIT_TIME = "lock-check-min-wait-time"
 LOCK_CHECK_MAX_WAIT_TIME = "lock-check-max-wait-time"
@@ -149,9 +151,16 @@ class _HiveClient:
     _transport: TTransport
     _ugi: Optional[List[str]]
 
-    def __init__(self, uri: str, ugi: Optional[str] = None, kerberos_auth: Optional[bool] = HIVE_KERBEROS_AUTH_DEFAULT):
+    def __init__(
+        self,
+        uri: str,
+        ugi: Optional[str] = None,
+        kerberos_auth: Optional[bool] = HIVE_KERBEROS_AUTH_DEFAULT,
+        kerberos_service_name: Optional[str] = HIVE_KERBEROS_SERVICE_NAME,
+    ):
         self._uri = uri
         self._kerberos_auth = kerberos_auth
+        self._kerberos_service_name = kerberos_service_name
         self._ugi = ugi.split(":") if ugi else None
         self._transport = self._init_thrift_transport()
 
@@ -161,7 +170,7 @@ def _init_thrift_transport(self) -> TTransport:
         if not self._kerberos_auth:
             return TTransport.TBufferedTransport(socket)
         else:
-            return TTransport.TSaslClientTransport(socket, host=url_parts.hostname, service="hive")
+            return TTransport.TSaslClientTransport(socket, host=url_parts.hostname, service=self._kerberos_service_name)
 
     def _client(self) -> Client:
         protocol = TBinaryProtocol.TBinaryProtocol(self._transport)
@@ -314,6 +323,7 @@ def _create_hive_client(properties: Dict[str, str]) -> _HiveClient:
                     uri,
                     properties.get("ugi"),
                     property_as_bool(properties, HIVE_KERBEROS_AUTH, HIVE_KERBEROS_AUTH_DEFAULT),
+                    properties.get(HIVE_KERBEROS_SERVICE_NAME, HIVE_KERBEROS_SERVICE_NAME_DEFAULT),
                 )
             except BaseException as e:
                 last_exception = e
diff --git a/tests/catalog/test_hive.py b/tests/catalog/test_hive.py
index fef0d6acc6..a36425ebea 100644
--- a/tests/catalog/test_hive.py
+++ b/tests/catalog/test_hive.py
@@ -48,6 +48,7 @@
     DO_NOT_UPDATE_STATS,
     DO_NOT_UPDATE_STATS_DEFAULT,
     HIVE_KERBEROS_AUTH,
+    HIVE_KERBEROS_SERVICE_NAME,
     LOCK_CHECK_MAX_WAIT_TIME,
     LOCK_CHECK_MIN_WAIT_TIME,
     LOCK_CHECK_RETRIES,
@@ -1300,7 +1301,20 @@ def test_create_hive_client_success() -> None:
 
     with patch("pyiceberg.catalog.hive._HiveClient", return_value=MagicMock()) as mock_hive_client:
         client = HiveCatalog._create_hive_client(properties)
-        mock_hive_client.assert_called_once_with("thrift://localhost:10000", "user", False)
+        mock_hive_client.assert_called_once_with("thrift://localhost:10000", "user", False, "hive")
+        assert client is not None
+
+
+def test_create_hive_client_with_kerberos_success() -> None:
+    properties = {
+        "uri": "thrift://localhost:10000",
+        "ugi": "user",
+        HIVE_KERBEROS_AUTH: "true",
+        HIVE_KERBEROS_SERVICE_NAME: "hiveuser",
+    }
+    with patch("pyiceberg.catalog.hive._HiveClient", return_value=MagicMock()) as mock_hive_client:
+        client = HiveCatalog._create_hive_client(properties)
+        mock_hive_client.assert_called_once_with("thrift://localhost:10000", "user", True, "hiveuser")
         assert client is not None
 
 
@@ -1313,7 +1327,7 @@ def test_create_hive_client_multiple_uris() -> None:
         client = HiveCatalog._create_hive_client(properties)
         assert mock_hive_client.call_count == 2
         mock_hive_client.assert_has_calls(
-            [call("thrift://localhost:10000", "user", False), call("thrift://localhost:10001", "user", False)]
+            [call("thrift://localhost:10000", "user", False, "hive"), call("thrift://localhost:10001", "user", False, "hive")]
         )
         assert client is not None
 

From 807b2fa6f21e16cc6a6feaf94afb1f8818d0e5ac Mon Sep 17 00:00:00 2001
From: Carlo Cancellieri <carlo.cancellieri@fao.org>
Date: Thu, 26 Jun 2025 17:17:00 +0200
Subject: [PATCH 251/357] Relax REST client `/v1/config` response constraints
 (#2148)

fixing #2122

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

# Are these changes tested?
Yes tested locally

# Are there any user-facing changes?

Nope, just use them

---------

Co-authored-by: Kevin Liu <kevinjqliu@users.noreply.github.com>
Co-authored-by: Fokko Driesprong <fokko@apache.org>
---
 pyiceberg/catalog/rest/__init__.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pyiceberg/catalog/rest/__init__.py b/pyiceberg/catalog/rest/__init__.py
index c6085e9f86..fdbed3a3c6 100644
--- a/pyiceberg/catalog/rest/__init__.py
+++ b/pyiceberg/catalog/rest/__init__.py
@@ -178,8 +178,8 @@ class RegisterTableRequest(IcebergBaseModel):
 
 
 class ConfigResponse(IcebergBaseModel):
-    defaults: Properties = Field()
-    overrides: Properties = Field()
+    defaults: Optional[Properties] = Field(default_factory=dict)
+    overrides: Optional[Properties] = Field(default_factory=dict)
 
 
 class ListNamespaceResponse(IcebergBaseModel):

From 2db5ad09b27c361c8f78f0c7aeabedbac851026a Mon Sep 17 00:00:00 2001
From: Kevin Liu <kevinjqliu@users.noreply.github.com>
Date: Sun, 29 Jun 2025 01:15:08 -0400
Subject: [PATCH 252/357] dep: update `multidict`, previous version yanked
 (#2157)

---
 poetry.lock | 254 ++++++++++++++++++++++++++--------------------------
 1 file changed, 127 insertions(+), 127 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 0783784472..22adbe43d5 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -59,7 +59,7 @@ description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -72,7 +72,7 @@ description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "aiohttp-3.12.13-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5421af8f22a98f640261ee48aae3a37f0c41371e99412d55eaf2f8a46d5dad29"},
     {file = "aiohttp-3.12.13-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0fcda86f6cb318ba36ed8f1396a6a4a3fd8f856f84d426584392083d10da4de0"},
@@ -202,7 +202,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
+markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -268,7 +268,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version <= \"3.10\""
+markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version <= \"3.10\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -285,7 +285,7 @@ files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
-markers = {main = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"}
+markers = {main = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"}
 
 [package.extras]
 benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
@@ -488,7 +488,7 @@ files = [
     {file = "boto3-1.38.27-py3-none-any.whl", hash = "sha256:95f5fe688795303a8a15e8b7e7f255cadab35eae459d00cc281a4fd77252ea80"},
     {file = "boto3-1.38.27.tar.gz", hash = "sha256:94bd7fdd92d5701b362d4df100d21e28f8307a67ff56b6a8b0398119cf22f859"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.38.27,<1.39.0"
@@ -509,7 +509,7 @@ files = [
     {file = "botocore-1.38.27-py3-none-any.whl", hash = "sha256:a785d5e9a5eda88ad6ab9ed8b87d1f2ac409d0226bba6ff801c55359e94d91a8"},
     {file = "botocore-1.38.27.tar.gz", hash = "sha256:9788f7efe974328a38cbade64cc0b1e67d27944b899f88cb786ae362973133b6"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -1473,7 +1473,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
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 [[package]]
 name = "joserfc"
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+    {file = "multidict-6.6.2-py3-none-any.whl", hash = "sha256:a7d14275ff2f85a8ff3c2a32e30f94b9fc8a2125b59a4ecc32271a347fad6e78"},
+    {file = "multidict-6.6.2.tar.gz", hash = "sha256:c1e8b8b0523c0361a78ce9b99d9850c51cf25e1fa3c5686030ce75df6fdf2918"},
 ]
 
 [package.dependencies]
@@ -3769,7 +3769,7 @@ description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:22d9962a358aedbb7a2e36187ff273adeaab9743373a272976d2e348d08c7770"},
     {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0d0fda578d1dc3f77b6b5a5dce3b9ad69a8250a891760a548df850a5e8da87f3"},
@@ -4096,7 +4096,7 @@ files = [
     {file = "pyarrow-20.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:9965a050048ab02409fb7cbbefeedba04d3d67f2cc899eff505cc084345959ca"},
     {file = "pyarrow-20.0.0.tar.gz", hash = "sha256:febc4a913592573c8d5805091a6c2b5064c8bd6e002131f01061797d91c783c1"},
 ]
-markers = {main = "extra == \"daft\" or extra == \"duckdb\" or extra == \"pandas\" or extra == \"pyarrow\" or extra == \"ray\""}
+markers = {main = "extra == \"pyarrow\" or extra == \"pandas\" or extra == \"duckdb\" or extra == \"ray\" or extra == \"daft\""}
 
 [package.extras]
 test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
@@ -5225,7 +5225,7 @@ files = [
     {file = "s3transfer-0.13.0-py3-none-any.whl", hash = "sha256:0148ef34d6dd964d0d8cf4311b2b21c474693e57c2e069ec708ce043d2b527be"},
     {file = "s3transfer-0.13.0.tar.gz", hash = "sha256:f5e6db74eb7776a37208001113ea7aa97695368242b364d73e91c981ac522177"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.37.4,<2.0a.0"
@@ -5733,7 +5733,7 @@ description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"daft\" or extra == \"hf\""
+markers = "extra == \"hf\" or extra == \"daft\""
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -6018,7 +6018,7 @@ description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6032e6da6abd41e4acda34d75a816012717000fa6839f37124a47fcefc49bec4"},
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2c7b34d804b8cf9b214f05015c4fee2ebe7ed05cf581e7192c06555c71f4446a"},

From 8de52fdf275e1a8b5c1b794138161105c8f6a253 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 1 Jul 2025 10:39:50 -0400
Subject: [PATCH 253/357] Build: Bump mypy-boto3-dynamodb from 1.38.4 to 1.39.0
 (#2163)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps
[mypy-boto3-dynamodb](https://github.com/youtype/mypy_boto3_builder)
from 1.38.4 to 1.39.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/youtype/mypy_boto3_builder/releases">mypy-boto3-dynamodb's
releases</a>.</em></p>
<blockquote>
<h2>8.8.0 - Python 3.8 runtime is back</h2>
<h3>Changed</h3>
<ul>
<li><code>[services]</code> <code>install_requires</code> section is
calculated based on dependencies in use, so
<code>typing-extensions</code> version is set properly</li>
<li><code>[all]</code> Replaced <code>typing</code> imports with
<code>collections.abc</code> with a fallback to <code>typing</code> for
Python &lt;3.9</li>
<li><code>[all]</code> Added aliases for <code>builtins.list</code>,
<code>builtins.set</code>, <code>builtins.dict</code>, and
<code>builtins.type</code>, so Python 3.8 runtime should work as
expected again (reported by <a
href="https://github.com/YHallouard"><code>@​YHallouard</code></a> in <a
href="https://redirect.github.com/youtype/mypy_boto3_builder/issues/340">#340</a>
and <a
href="https://github.com/Omri-Ben-Yair"><code>@​Omri-Ben-Yair</code></a>
in <a
href="https://redirect.github.com/youtype/mypy_boto3_builder/issues/336">#336</a>)</li>
<li><code>[all]</code> Unions use the same type annotations as the rest
of the structures due to proper fallbacks</li>
</ul>
<h3>Fixed</h3>
<ul>
<li><code>[services]</code> Universal input/output shapes were not
replaced properly in service subresources</li>
<li><code>[docs]</code> Simplified doc links rendering for services</li>
<li><code>[services]</code> Cleaned up unnecessary imports in
<code>client.pyi</code></li>
<li><code>[builder]</code> Import records with fallback are always
rendered</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li>See full diff in <a
href="https://github.com/youtype/mypy_boto3_builder/commits">compare
view</a></li>
</ul>
</details>
<br />


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score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=mypy-boto3-dynamodb&package-manager=pip&previous-version=1.38.4&new-version=1.39.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

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You can trigger Dependabot actions by commenting on this PR:
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---
 poetry.lock | 38 +++++++++++++++++++-------------------
 1 file changed, 19 insertions(+), 19 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 22adbe43d5..ae3a49a468 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -59,7 +59,7 @@ description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -72,7 +72,7 @@ description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "aiohttp-3.12.13-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5421af8f22a98f640261ee48aae3a37f0c41371e99412d55eaf2f8a46d5dad29"},
     {file = "aiohttp-3.12.13-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0fcda86f6cb318ba36ed8f1396a6a4a3fd8f856f84d426584392083d10da4de0"},
@@ -202,7 +202,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -268,7 +268,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version <= \"3.10\""
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version <= \"3.10\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -285,7 +285,7 @@ files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
-markers = {main = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"}
+markers = {main = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"}
 
 [package.extras]
 benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
@@ -488,7 +488,7 @@ files = [
     {file = "boto3-1.38.27-py3-none-any.whl", hash = "sha256:95f5fe688795303a8a15e8b7e7f255cadab35eae459d00cc281a4fd77252ea80"},
     {file = "boto3-1.38.27.tar.gz", hash = "sha256:94bd7fdd92d5701b362d4df100d21e28f8307a67ff56b6a8b0398119cf22f859"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.38.27,<1.39.0"
@@ -509,7 +509,7 @@ files = [
     {file = "botocore-1.38.27-py3-none-any.whl", hash = "sha256:a785d5e9a5eda88ad6ab9ed8b87d1f2ac409d0226bba6ff801c55359e94d91a8"},
     {file = "botocore-1.38.27.tar.gz", hash = "sha256:9788f7efe974328a38cbade64cc0b1e67d27944b899f88cb786ae362973133b6"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -1473,7 +1473,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
 files = [
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cc4df77d638aa2ed703b878dd093725b72a824c3c546c076e8fdf276f78ee84a"},
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:716a9973a2cc963160394f701964fe25012600f3d311f60c790400b00e568b61"},
@@ -2247,7 +2247,7 @@ files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [[package]]
 name = "joserfc"
@@ -3037,7 +3037,7 @@ description = "multidict implementation"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "multidict-6.6.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cfd9c74d337e710d7ee26e72a7dbedbd60e0c58d3df7c5ccbb748857e977783c"},
     {file = "multidict-6.6.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9d2c5867a1bd182041a950e9ec3dd3622926260434655bd5d94a62d889100787"},
@@ -3156,14 +3156,14 @@ typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "mypy-boto3-dynamodb"
-version = "1.38.4"
-description = "Type annotations for boto3 DynamoDB 1.38.4 service generated with mypy-boto3-builder 8.10.1"
+version = "1.39.0"
+description = "Type annotations for boto3 DynamoDB 1.39.0 service generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "mypy_boto3_dynamodb-1.38.4-py3-none-any.whl", hash = "sha256:6b29d89c649eeb1e894118bee002cb8b1304c78da735b1503aa08e46b0abfdec"},
-    {file = "mypy_boto3_dynamodb-1.38.4.tar.gz", hash = "sha256:5cf3787631e312b3d75f89a6cbbbd4ad786a76f5d565af023febf03fbf23c0b5"},
+    {file = "mypy_boto3_dynamodb-1.39.0-py3-none-any.whl", hash = "sha256:3a136f9d764fa5e1b2ff464fa9599533fd00e65affe47bd28a40d920ece707a4"},
+    {file = "mypy_boto3_dynamodb-1.39.0.tar.gz", hash = "sha256:c3bafc7b4f8d59bac9a7436c7ccfb6fe32991bc7fc88c62264eaad06ae63f8a8"},
 ]
 
 [package.dependencies]
@@ -3769,7 +3769,7 @@ description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:22d9962a358aedbb7a2e36187ff273adeaab9743373a272976d2e348d08c7770"},
     {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0d0fda578d1dc3f77b6b5a5dce3b9ad69a8250a891760a548df850a5e8da87f3"},
@@ -4096,7 +4096,7 @@ files = [
     {file = "pyarrow-20.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:9965a050048ab02409fb7cbbefeedba04d3d67f2cc899eff505cc084345959ca"},
     {file = "pyarrow-20.0.0.tar.gz", hash = "sha256:febc4a913592573c8d5805091a6c2b5064c8bd6e002131f01061797d91c783c1"},
 ]
-markers = {main = "extra == \"pyarrow\" or extra == \"pandas\" or extra == \"duckdb\" or extra == \"ray\" or extra == \"daft\""}
+markers = {main = "extra == \"daft\" or extra == \"duckdb\" or extra == \"pandas\" or extra == \"pyarrow\" or extra == \"ray\""}
 
 [package.extras]
 test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
@@ -5225,7 +5225,7 @@ files = [
     {file = "s3transfer-0.13.0-py3-none-any.whl", hash = "sha256:0148ef34d6dd964d0d8cf4311b2b21c474693e57c2e069ec708ce043d2b527be"},
     {file = "s3transfer-0.13.0.tar.gz", hash = "sha256:f5e6db74eb7776a37208001113ea7aa97695368242b364d73e91c981ac522177"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.37.4,<2.0a.0"
@@ -5733,7 +5733,7 @@ description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"hf\" or extra == \"daft\""
+markers = "extra == \"daft\" or extra == \"hf\""
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -6018,7 +6018,7 @@ description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6032e6da6abd41e4acda34d75a816012717000fa6839f37124a47fcefc49bec4"},
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2c7b34d804b8cf9b214f05015c4fee2ebe7ed05cf581e7192c06555c71f4446a"},

From 63059d84c0a8f78d230c24e18ac2ad65511d1583 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 1 Jul 2025 10:40:08 -0400
Subject: [PATCH 254/357] Build: Bump mypy-boto3-glue from 1.38.42 to 1.39.0
 (#2164)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [mypy-boto3-glue](https://github.com/youtype/mypy_boto3_builder)
from 1.38.42 to 1.39.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/youtype/mypy_boto3_builder/releases">mypy-boto3-glue's
releases</a>.</em></p>
<blockquote>
<h2>8.8.0 - Python 3.8 runtime is back</h2>
<h3>Changed</h3>
<ul>
<li><code>[services]</code> <code>install_requires</code> section is
calculated based on dependencies in use, so
<code>typing-extensions</code> version is set properly</li>
<li><code>[all]</code> Replaced <code>typing</code> imports with
<code>collections.abc</code> with a fallback to <code>typing</code> for
Python &lt;3.9</li>
<li><code>[all]</code> Added aliases for <code>builtins.list</code>,
<code>builtins.set</code>, <code>builtins.dict</code>, and
<code>builtins.type</code>, so Python 3.8 runtime should work as
expected again (reported by <a
href="https://github.com/YHallouard"><code>@​YHallouard</code></a> in <a
href="https://redirect.github.com/youtype/mypy_boto3_builder/issues/340">#340</a>
and <a
href="https://github.com/Omri-Ben-Yair"><code>@​Omri-Ben-Yair</code></a>
in <a
href="https://redirect.github.com/youtype/mypy_boto3_builder/issues/336">#336</a>)</li>
<li><code>[all]</code> Unions use the same type annotations as the rest
of the structures due to proper fallbacks</li>
</ul>
<h3>Fixed</h3>
<ul>
<li><code>[services]</code> Universal input/output shapes were not
replaced properly in service subresources</li>
<li><code>[docs]</code> Simplified doc links rendering for services</li>
<li><code>[services]</code> Cleaned up unnecessary imports in
<code>client.pyi</code></li>
<li><code>[builder]</code> Import records with fallback are always
rendered</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li>See full diff in <a
href="https://github.com/youtype/mypy_boto3_builder/commits">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=mypy-boto3-glue&package-manager=pip&previous-version=1.38.42&new-version=1.39.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

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You can trigger Dependabot actions by commenting on this PR:
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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index ae3a49a468..4093a340c1 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3171,14 +3171,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-glue"
-version = "1.38.42"
-description = "Type annotations for boto3 Glue 1.38.42 service generated with mypy-boto3-builder 8.11.0"
+version = "1.39.0"
+description = "Type annotations for boto3 Glue 1.39.0 service generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "mypy_boto3_glue-1.38.42-py3-none-any.whl", hash = "sha256:f49401710e8795a5d12ae0ad14bb6a96fd8ac23477853569421253a51a8e790c"},
-    {file = "mypy_boto3_glue-1.38.42.tar.gz", hash = "sha256:c34967cd54ddd5d8d8afc1464eaa847b6430c32b7424559199c5af3d9006b4f1"},
+    {file = "mypy_boto3_glue-1.39.0-py3-none-any.whl", hash = "sha256:6ba8cc33d77402ced0247df81da11906dada15bc02dab098517d8d2686ef2369"},
+    {file = "mypy_boto3_glue-1.39.0.tar.gz", hash = "sha256:e3fa80713eb57c09af1d7f7057071b36f66e196bb86b47661a1973dc71fcebaf"},
 ]
 
 [package.dependencies]

From efee0ee9c2bd71f857fe2ecb5fdd868ea1ce9939 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 1 Jul 2025 10:40:22 -0400
Subject: [PATCH 255/357] Build: Bump huggingface-hub from 0.33.0 to 0.33.1
 (#2165)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [huggingface-hub](https://github.com/huggingface/huggingface_hub)
from 0.33.0 to 0.33.1.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/huggingface/huggingface_hub/releases">huggingface-hub's
releases</a>.</em></p>
<blockquote>
<h2>[v0.33.1]: Inference Providers Bug Fixes, Tiny-Agents Message
handling Improvement, and Inference Endpoints Health Check Update</h2>
<p>Full Changelog: <a
href="https://github.com/huggingface/huggingface_hub/compare/v0.33.0...v0.33.1">https://github.com/huggingface/huggingface_hub/compare/v0.33.0...v0.33.1</a></p>
<p>This release introduces bug fixes for chat completion type
compatibility and feature extraction parameters, enhanced message
handling in tiny-agents, and updated inference endpoint health
check:</p>
<ul>
<li>[Tiny agents] Add tool call to messages <a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3159">#3159</a>
by <a
href="https://github.com/NielsRogge"><code>@​NielsRogge</code></a></li>
<li>fix: update payload preparation to merge parameters into the output
dictionary <a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3160">#3160</a>
by <a
href="https://github.com/mishig25"><code>@​mishig25</code></a></li>
<li>fix(inference_endpoints): use GET healthRoute instead of GET / to
check status <a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3165">#3165</a>
by <a
href="https://github.com/mfuntowicz"><code>@​mfuntowicz</code></a></li>
<li>Recursive filter_none in Inference Providers <a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3178">#3178</a>
by <a href="https://github.com/Wauplin"><code>@​Wauplin</code></a></li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/c8ffea9ca815b10edf07085443d524bac479153d"><code>c8ffea9</code></a>
Release: v0.33.1</li>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/e76fc3acfa3864803dc78b7f76b473fb81173bc8"><code>e76fc3a</code></a>
[Tiny agents] Add tool call to messages (<a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3159">#3159</a>)</li>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/57eacd2a246e476db9b445ced4ad6796b7c82fa3"><code>57eacd2</code></a>
fix(inference_endpoints): use GET <code>healthRoute</code> instead of
GET / to check sta...</li>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/24a0c75e186cc34c4208a84e5faad3063320b090"><code>24a0c75</code></a>
Recursive filter_none in Inference Providers (<a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3178">#3178</a>)</li>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/4ada292c260e8d2e234cb2743e0a35706f29f4ae"><code>4ada292</code></a>
fix: update payload preparation to merge parameters into the output
dictionar...</li>
<li>See full diff in <a
href="https://github.com/huggingface/huggingface_hub/compare/v0.33.0...v0.33.1">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=huggingface-hub&package-manager=pip&previous-version=0.33.0&new-version=0.33.1)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

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---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 4093a340c1..bd7f086ca5 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2035,15 +2035,15 @@ tests = ["pytest"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.33.0"
+version = "0.33.1"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = true
 python-versions = ">=3.8.0"
 groups = ["main"]
 markers = "extra == \"hf\""
 files = [
-    {file = "huggingface_hub-0.33.0-py3-none-any.whl", hash = "sha256:e8668875b40c68f9929150d99727d39e5ebb8a05a98e4191b908dc7ded9074b3"},
-    {file = "huggingface_hub-0.33.0.tar.gz", hash = "sha256:aa31f70d29439d00ff7a33837c03f1f9dd83971ce4e29ad664d63ffb17d3bb97"},
+    {file = "huggingface_hub-0.33.1-py3-none-any.whl", hash = "sha256:ec8d7444628210c0ba27e968e3c4c973032d44dcea59ca0d78ef3f612196f095"},
+    {file = "huggingface_hub-0.33.1.tar.gz", hash = "sha256:589b634f979da3ea4b8bdb3d79f97f547840dc83715918daf0b64209c0844c7b"},
 ]
 
 [package.dependencies]

From ef1e550d4fe881b2cb2d6b3be9d753dd48082642 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 1 Jul 2025 12:27:46 -0400
Subject: [PATCH 256/357] Build: Bump pyroaring from 1.0.1 to 1.0.2 (#2162)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [pyroaring](https://github.com/Ezibenroc/PyRoaringBitMap) from
1.0.1 to 1.0.2.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/Ezibenroc/PyRoaringBitMap/releases">pyroaring's
releases</a>.</em></p>
<blockquote>
<h2>1.0.2</h2>
<h2>What's Changed</h2>
<ul>
<li>Restrict Cython version to <code>&lt;3.1.0</code> by <a
href="https://github.com/Ezibenroc"><code>@​Ezibenroc</code></a> in <a
href="https://redirect.github.com/Ezibenroc/PyRoaringBitMap/pull/131">Ezibenroc/PyRoaringBitMap#131</a></li>
<li>Fix a bug in the hash computation of <code>FrozenBitMap</code> and
<code>FrozenBitMap64</code> by <a
href="https://github.com/chdemko"><code>@​chdemko</code></a> in <a
href="https://redirect.github.com/Ezibenroc/PyRoaringBitMap/pull/130">Ezibenroc/PyRoaringBitMap#130</a></li>
<li>Upgrade CRoaring from v4.1.1 to v4.2.3 by <a
href="https://github.com/Ezibenroc"><code>@​Ezibenroc</code></a> in <a
href="https://redirect.github.com/Ezibenroc/PyRoaringBitMap/pull/133">Ezibenroc/PyRoaringBitMap#133</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a href="https://github.com/chdemko"><code>@​chdemko</code></a> made
their first contribution in <a
href="https://redirect.github.com/Ezibenroc/PyRoaringBitMap/pull/130">Ezibenroc/PyRoaringBitMap#130</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/Ezibenroc/PyRoaringBitMap/compare/1.0.1...1.0.2">https://github.com/Ezibenroc/PyRoaringBitMap/compare/1.0.1...1.0.2</a></p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/Ezibenroc/PyRoaringBitMap/commit/369daeb212ad69b4cf68e05b7c632fd2b9473e49"><code>369daeb</code></a>
Version 1.0.2</li>
<li><a
href="https://github.com/Ezibenroc/PyRoaringBitMap/commit/2dce0191124464ccff30dbab8ce72c4c841a7d3c"><code>2dce019</code></a>
Upgrade CRoaring to v4.2.3 (<a
href="https://redirect.github.com/Ezibenroc/PyRoaringBitMap/issues/133">#133</a>)</li>
<li><a
href="https://github.com/Ezibenroc/PyRoaringBitMap/commit/52dfaef065ef9946240b001eb409acce7e8c4b71"><code>52dfaef</code></a>
Add test_hash_eq_after_operations (<a
href="https://redirect.github.com/Ezibenroc/PyRoaringBitMap/issues/132">#132</a>)</li>
<li><a
href="https://github.com/Ezibenroc/PyRoaringBitMap/commit/c12f08d71b603aa95d259e194bffb8e323d851dd"><code>c12f08d</code></a>
Merge branch 'master' into contributor-feature</li>
<li><a
href="https://github.com/Ezibenroc/PyRoaringBitMap/commit/f4e43c12c4ba25868a0ea34838d96d137ff26327"><code>f4e43c1</code></a>
Restrict Cython version (<a
href="https://redirect.github.com/Ezibenroc/PyRoaringBitMap/issues/131">#131</a>)</li>
<li><a
href="https://github.com/Ezibenroc/PyRoaringBitMap/commit/a1bb2ff6b4f281c6b19dd4c223b1e0966872e287"><code>a1bb2ff</code></a>
Fix class AbstractBitMap64</li>
<li><a
href="https://github.com/Ezibenroc/PyRoaringBitMap/commit/eafa2dac12738c009b60f4db01f3c935a35d2d16"><code>eafa2da</code></a>
Fix <a
href="https://redirect.github.com/Ezibenroc/PyRoaringBitMap/issues/129">#129</a></li>
<li>See full diff in <a
href="https://github.com/Ezibenroc/PyRoaringBitMap/compare/1.0.1...1.0.2">compare
view</a></li>
</ul>
</details>
<br />


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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 170 ++++++++++++++++++++++++++--------------------------
 1 file changed, 85 insertions(+), 85 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index bd7f086ca5..889b3abe7a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -4379,96 +4379,96 @@ files = [
 
 [[package]]
 name = "pyroaring"
-version = "1.0.1"
+version = "1.0.2"
 description = "Library for handling efficiently sorted integer sets."
 optional = false
 python-versions = "*"
 groups = ["main"]
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 ]
 
 [[package]]

From a9f82caf8670742d4a82496c874da044aa510807 Mon Sep 17 00:00:00 2001
From: vinjai <vinayakjaiswal01@gmail.com>
Date: Thu, 3 Jul 2025 04:24:18 +0530
Subject: [PATCH 257/357] Feature: Write to branches (#941)

Fixes: https://github.com/apache/iceberg-python/issues/306

---------

Co-authored-by: Kevin Liu <kevin.jq.liu@gmail.com>
---
 pyiceberg/cli/console.py                     |   6 +-
 pyiceberg/table/__init__.py                  |  97 +++++++---
 pyiceberg/table/update/__init__.py           |   8 +-
 pyiceberg/table/update/snapshot.py           | 178 ++++++++++++-------
 pyiceberg/utils/concurrent.py                |  10 +-
 tests/integration/test_deletes.py            |  29 +++
 tests/integration/test_writes/test_writes.py | 160 ++++++++++++++++-
 tests/table/test_init.py                     |  32 +++-
 8 files changed, 409 insertions(+), 111 deletions(-)

diff --git a/pyiceberg/cli/console.py b/pyiceberg/cli/console.py
index 6be4df12cc..3fbd9c9fc9 100644
--- a/pyiceberg/cli/console.py
+++ b/pyiceberg/cli/console.py
@@ -33,7 +33,7 @@
 from pyiceberg.cli.output import ConsoleOutput, JsonOutput, Output
 from pyiceberg.exceptions import NoSuchNamespaceError, NoSuchPropertyException, NoSuchTableError
 from pyiceberg.table import TableProperties
-from pyiceberg.table.refs import SnapshotRef
+from pyiceberg.table.refs import SnapshotRef, SnapshotRefType
 from pyiceberg.utils.properties import property_as_int
 
 
@@ -417,7 +417,7 @@ def list_refs(ctx: Context, identifier: str, type: str, verbose: bool) -> None:
     refs = table.refs()
     if type:
         type = type.lower()
-        if type not in {"branch", "tag"}:
+        if type not in {SnapshotRefType.BRANCH, SnapshotRefType.TAG}:
             raise ValueError(f"Type must be either branch or tag, got: {type}")
 
     relevant_refs = [
@@ -431,7 +431,7 @@ def list_refs(ctx: Context, identifier: str, type: str, verbose: bool) -> None:
 
 def _retention_properties(ref: SnapshotRef, table_properties: Dict[str, str]) -> Dict[str, str]:
     retention_properties = {}
-    if ref.snapshot_ref_type == "branch":
+    if ref.snapshot_ref_type == SnapshotRefType.BRANCH:
         default_min_snapshots_to_keep = property_as_int(
             table_properties,
             TableProperties.MIN_SNAPSHOTS_TO_KEEP,
diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index 2eebd0e42a..07602c9ee5 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -87,7 +87,7 @@
 from pyiceberg.table.name_mapping import (
     NameMapping,
 )
-from pyiceberg.table.refs import SnapshotRef
+from pyiceberg.table.refs import MAIN_BRANCH, SnapshotRef
 from pyiceberg.table.snapshots import (
     Snapshot,
     SnapshotLogEntry,
@@ -397,7 +397,7 @@ def _build_partition_predicate(self, partition_records: Set[Record]) -> BooleanE
             expr = Or(expr, match_partition_expression)
         return expr
 
-    def _append_snapshot_producer(self, snapshot_properties: Dict[str, str]) -> _FastAppendFiles:
+    def _append_snapshot_producer(self, snapshot_properties: Dict[str, str], branch: Optional[str]) -> _FastAppendFiles:
         """Determine the append type based on table properties.
 
         Args:
@@ -410,7 +410,7 @@ def _append_snapshot_producer(self, snapshot_properties: Dict[str, str]) -> _Fas
             TableProperties.MANIFEST_MERGE_ENABLED,
             TableProperties.MANIFEST_MERGE_ENABLED_DEFAULT,
         )
-        update_snapshot = self.update_snapshot(snapshot_properties=snapshot_properties)
+        update_snapshot = self.update_snapshot(snapshot_properties=snapshot_properties, branch=branch)
         return update_snapshot.merge_append() if manifest_merge_enabled else update_snapshot.fast_append()
 
     def update_schema(self, allow_incompatible_changes: bool = False, case_sensitive: bool = True) -> UpdateSchema:
@@ -430,13 +430,16 @@ def update_schema(self, allow_incompatible_changes: bool = False, case_sensitive
             name_mapping=self.table_metadata.name_mapping(),
         )
 
-    def update_snapshot(self, snapshot_properties: Dict[str, str] = EMPTY_DICT) -> UpdateSnapshot:
+    def update_snapshot(self, snapshot_properties: Dict[str, str] = EMPTY_DICT, branch: Optional[str] = None) -> UpdateSnapshot:
         """Create a new UpdateSnapshot to produce a new snapshot for the table.
 
         Returns:
             A new UpdateSnapshot
         """
-        return UpdateSnapshot(self, io=self._table.io, snapshot_properties=snapshot_properties)
+        if branch is None:
+            branch = MAIN_BRANCH
+
+        return UpdateSnapshot(self, io=self._table.io, branch=branch, snapshot_properties=snapshot_properties)
 
     def update_statistics(self) -> UpdateStatistics:
         """
@@ -447,13 +450,14 @@ def update_statistics(self) -> UpdateStatistics:
         """
         return UpdateStatistics(transaction=self)
 
-    def append(self, df: pa.Table, snapshot_properties: Dict[str, str] = EMPTY_DICT) -> None:
+    def append(self, df: pa.Table, snapshot_properties: Dict[str, str] = EMPTY_DICT, branch: Optional[str] = None) -> None:
         """
         Shorthand API for appending a PyArrow table to a table transaction.
 
         Args:
             df: The Arrow dataframe that will be appended to overwrite the table
             snapshot_properties: Custom properties to be added to the snapshot summary
+            branch: Branch Reference to run the append operation
         """
         try:
             import pyarrow as pa
@@ -476,7 +480,7 @@ def append(self, df: pa.Table, snapshot_properties: Dict[str, str] = EMPTY_DICT)
             self.table_metadata.schema(), provided_schema=df.schema, downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us
         )
 
-        with self._append_snapshot_producer(snapshot_properties) as append_files:
+        with self._append_snapshot_producer(snapshot_properties, branch=branch) as append_files:
             # skip writing data files if the dataframe is empty
             if df.shape[0] > 0:
                 data_files = list(
@@ -487,7 +491,9 @@ def append(self, df: pa.Table, snapshot_properties: Dict[str, str] = EMPTY_DICT)
                 for data_file in data_files:
                     append_files.append_data_file(data_file)
 
-    def dynamic_partition_overwrite(self, df: pa.Table, snapshot_properties: Dict[str, str] = EMPTY_DICT) -> None:
+    def dynamic_partition_overwrite(
+        self, df: pa.Table, snapshot_properties: Dict[str, str] = EMPTY_DICT, branch: Optional[str] = None
+    ) -> None:
         """
         Shorthand for overwriting existing partitions with a PyArrow table.
 
@@ -498,6 +504,7 @@ def dynamic_partition_overwrite(self, df: pa.Table, snapshot_properties: Dict[st
         Args:
             df: The Arrow dataframe that will be used to overwrite the table
             snapshot_properties: Custom properties to be added to the snapshot summary
+            branch: Branch Reference to run the dynamic partition overwrite operation
         """
         try:
             import pyarrow as pa
@@ -536,9 +543,9 @@ def dynamic_partition_overwrite(self, df: pa.Table, snapshot_properties: Dict[st
 
         partitions_to_overwrite = {data_file.partition for data_file in data_files}
         delete_filter = self._build_partition_predicate(partition_records=partitions_to_overwrite)
-        self.delete(delete_filter=delete_filter, snapshot_properties=snapshot_properties)
+        self.delete(delete_filter=delete_filter, snapshot_properties=snapshot_properties, branch=branch)
 
-        with self._append_snapshot_producer(snapshot_properties) as append_files:
+        with self._append_snapshot_producer(snapshot_properties, branch=branch) as append_files:
             append_files.commit_uuid = append_snapshot_commit_uuid
             for data_file in data_files:
                 append_files.append_data_file(data_file)
@@ -549,6 +556,7 @@ def overwrite(
         overwrite_filter: Union[BooleanExpression, str] = ALWAYS_TRUE,
         snapshot_properties: Dict[str, str] = EMPTY_DICT,
         case_sensitive: bool = True,
+        branch: Optional[str] = None,
     ) -> None:
         """
         Shorthand for adding a table overwrite with a PyArrow table to the transaction.
@@ -563,8 +571,9 @@ def overwrite(
             df: The Arrow dataframe that will be used to overwrite the table
             overwrite_filter: ALWAYS_TRUE when you overwrite all the data,
                               or a boolean expression in case of a partial overwrite
-            case_sensitive: A bool determine if the provided `overwrite_filter` is case-sensitive
             snapshot_properties: Custom properties to be added to the snapshot summary
+            case_sensitive: A bool determine if the provided `overwrite_filter` is case-sensitive
+            branch: Branch Reference to run the overwrite operation
         """
         try:
             import pyarrow as pa
@@ -589,9 +598,14 @@ def overwrite(
 
         if overwrite_filter != AlwaysFalse():
             # Only delete when the filter is != AlwaysFalse
-            self.delete(delete_filter=overwrite_filter, case_sensitive=case_sensitive, snapshot_properties=snapshot_properties)
+            self.delete(
+                delete_filter=overwrite_filter,
+                case_sensitive=case_sensitive,
+                snapshot_properties=snapshot_properties,
+                branch=branch,
+            )
 
-        with self._append_snapshot_producer(snapshot_properties) as append_files:
+        with self._append_snapshot_producer(snapshot_properties, branch=branch) as append_files:
             # skip writing data files if the dataframe is empty
             if df.shape[0] > 0:
                 data_files = _dataframe_to_data_files(
@@ -605,6 +619,7 @@ def delete(
         delete_filter: Union[str, BooleanExpression],
         snapshot_properties: Dict[str, str] = EMPTY_DICT,
         case_sensitive: bool = True,
+        branch: Optional[str] = None,
     ) -> None:
         """
         Shorthand for deleting record from a table.
@@ -618,6 +633,7 @@ def delete(
             delete_filter: A boolean expression to delete rows from a table
             snapshot_properties: Custom properties to be added to the snapshot summary
             case_sensitive: A bool determine if the provided `delete_filter` is case-sensitive
+            branch: Branch Reference to run the delete operation
         """
         from pyiceberg.io.pyarrow import (
             ArrowScan,
@@ -634,7 +650,7 @@ def delete(
         if isinstance(delete_filter, str):
             delete_filter = _parse_row_filter(delete_filter)
 
-        with self.update_snapshot(snapshot_properties=snapshot_properties).delete() as delete_snapshot:
+        with self.update_snapshot(snapshot_properties=snapshot_properties, branch=branch).delete() as delete_snapshot:
             delete_snapshot.delete_by_predicate(delete_filter, case_sensitive)
 
         # Check if there are any files that require an actual rewrite of a data file
@@ -642,7 +658,10 @@ def delete(
             bound_delete_filter = bind(self.table_metadata.schema(), delete_filter, case_sensitive)
             preserve_row_filter = _expression_to_complementary_pyarrow(bound_delete_filter)
 
-            files = self._scan(row_filter=delete_filter, case_sensitive=case_sensitive).plan_files()
+            file_scan = self._scan(row_filter=delete_filter, case_sensitive=case_sensitive)
+            if branch is not None:
+                file_scan = file_scan.use_ref(branch)
+            files = file_scan.plan_files()
 
             commit_uuid = uuid.uuid4()
             counter = itertools.count(0)
@@ -684,7 +703,9 @@ def delete(
                     )
 
             if len(replaced_files) > 0:
-                with self.update_snapshot(snapshot_properties=snapshot_properties).overwrite() as overwrite_snapshot:
+                with self.update_snapshot(
+                    snapshot_properties=snapshot_properties, branch=branch
+                ).overwrite() as overwrite_snapshot:
                     overwrite_snapshot.commit_uuid = commit_uuid
                     for original_data_file, replaced_data_files in replaced_files:
                         overwrite_snapshot.delete_data_file(original_data_file)
@@ -701,6 +722,7 @@ def upsert(
         when_matched_update_all: bool = True,
         when_not_matched_insert_all: bool = True,
         case_sensitive: bool = True,
+        branch: Optional[str] = None,
     ) -> UpsertResult:
         """Shorthand API for performing an upsert to an iceberg table.
 
@@ -711,6 +733,7 @@ def upsert(
             when_matched_update_all: Bool indicating to update rows that are matched but require an update due to a value in a non-key column changing
             when_not_matched_insert_all: Bool indicating new rows to be inserted that do not match any existing rows in the table
             case_sensitive: Bool indicating if the match should be case-sensitive
+            branch: Branch Reference to run the upsert operation
 
             To learn more about the identifier-field-ids: https://iceberg.apache.org/spec/#identifier-field-ids
 
@@ -773,12 +796,18 @@ def upsert(
         matched_predicate = upsert_util.create_match_filter(df, join_cols)
 
         # We must use Transaction.table_metadata for the scan. This includes all uncommitted - but relevant - changes.
-        matched_iceberg_record_batches = DataScan(
+
+        matched_iceberg_record_batches_scan = DataScan(
             table_metadata=self.table_metadata,
             io=self._table.io,
             row_filter=matched_predicate,
             case_sensitive=case_sensitive,
-        ).to_arrow_batch_reader()
+        )
+
+        if branch is not None:
+            matched_iceberg_record_batches_scan = matched_iceberg_record_batches_scan.use_ref(branch)
+
+        matched_iceberg_record_batches = matched_iceberg_record_batches_scan.to_arrow_batch_reader()
 
         batches_to_overwrite = []
         overwrite_predicates = []
@@ -817,12 +846,13 @@ def upsert(
             self.overwrite(
                 rows_to_update,
                 overwrite_filter=Or(*overwrite_predicates) if len(overwrite_predicates) > 1 else overwrite_predicates[0],
+                branch=branch,
             )
 
         if when_not_matched_insert_all:
             insert_row_cnt = len(rows_to_insert)
             if rows_to_insert:
-                self.append(rows_to_insert)
+                self.append(rows_to_insert, branch=branch)
 
         return UpsertResult(rows_updated=update_row_cnt, rows_inserted=insert_row_cnt)
 
@@ -1259,6 +1289,7 @@ def upsert(
         when_matched_update_all: bool = True,
         when_not_matched_insert_all: bool = True,
         case_sensitive: bool = True,
+        branch: Optional[str] = None,
     ) -> UpsertResult:
         """Shorthand API for performing an upsert to an iceberg table.
 
@@ -1269,6 +1300,7 @@ def upsert(
             when_matched_update_all: Bool indicating to update rows that are matched but require an update due to a value in a non-key column changing
             when_not_matched_insert_all: Bool indicating new rows to be inserted that do not match any existing rows in the table
             case_sensitive: Bool indicating if the match should be case-sensitive
+            branch: Branch Reference to run the upsert operation
 
             To learn more about the identifier-field-ids: https://iceberg.apache.org/spec/#identifier-field-ids
 
@@ -1301,29 +1333,34 @@ def upsert(
                 when_matched_update_all=when_matched_update_all,
                 when_not_matched_insert_all=when_not_matched_insert_all,
                 case_sensitive=case_sensitive,
+                branch=branch,
             )
 
-    def append(self, df: pa.Table, snapshot_properties: Dict[str, str] = EMPTY_DICT) -> None:
+    def append(self, df: pa.Table, snapshot_properties: Dict[str, str] = EMPTY_DICT, branch: Optional[str] = None) -> None:
         """
         Shorthand API for appending a PyArrow table to the table.
 
         Args:
             df: The Arrow dataframe that will be appended to overwrite the table
             snapshot_properties: Custom properties to be added to the snapshot summary
+            branch: Branch Reference to run the append operation
         """
         with self.transaction() as tx:
-            tx.append(df=df, snapshot_properties=snapshot_properties)
+            tx.append(df=df, snapshot_properties=snapshot_properties, branch=branch)
 
-    def dynamic_partition_overwrite(self, df: pa.Table, snapshot_properties: Dict[str, str] = EMPTY_DICT) -> None:
+    def dynamic_partition_overwrite(
+        self, df: pa.Table, snapshot_properties: Dict[str, str] = EMPTY_DICT, branch: Optional[str] = None
+    ) -> None:
         """Shorthand for dynamic overwriting the table with a PyArrow table.
 
         Old partitions are auto detected and replaced with data files created for input arrow table.
         Args:
             df: The Arrow dataframe that will be used to overwrite the table
             snapshot_properties: Custom properties to be added to the snapshot summary
+            branch: Branch Reference to run the dynamic partition overwrite operation
         """
         with self.transaction() as tx:
-            tx.dynamic_partition_overwrite(df=df, snapshot_properties=snapshot_properties)
+            tx.dynamic_partition_overwrite(df=df, snapshot_properties=snapshot_properties, branch=branch)
 
     def overwrite(
         self,
@@ -1331,6 +1368,7 @@ def overwrite(
         overwrite_filter: Union[BooleanExpression, str] = ALWAYS_TRUE,
         snapshot_properties: Dict[str, str] = EMPTY_DICT,
         case_sensitive: bool = True,
+        branch: Optional[str] = None,
     ) -> None:
         """
         Shorthand for overwriting the table with a PyArrow table.
@@ -1347,10 +1385,15 @@ def overwrite(
                               or a boolean expression in case of a partial overwrite
             snapshot_properties: Custom properties to be added to the snapshot summary
             case_sensitive: A bool determine if the provided `overwrite_filter` is case-sensitive
+            branch: Branch Reference to run the overwrite operation
         """
         with self.transaction() as tx:
             tx.overwrite(
-                df=df, overwrite_filter=overwrite_filter, case_sensitive=case_sensitive, snapshot_properties=snapshot_properties
+                df=df,
+                overwrite_filter=overwrite_filter,
+                case_sensitive=case_sensitive,
+                snapshot_properties=snapshot_properties,
+                branch=branch,
             )
 
     def delete(
@@ -1358,6 +1401,7 @@ def delete(
         delete_filter: Union[BooleanExpression, str] = ALWAYS_TRUE,
         snapshot_properties: Dict[str, str] = EMPTY_DICT,
         case_sensitive: bool = True,
+        branch: Optional[str] = None,
     ) -> None:
         """
         Shorthand for deleting rows from the table.
@@ -1366,9 +1410,12 @@ def delete(
             delete_filter: The predicate that used to remove rows
             snapshot_properties: Custom properties to be added to the snapshot summary
             case_sensitive: A bool determine if the provided `delete_filter` is case-sensitive
+            branch: Branch Reference to run the delete operation
         """
         with self.transaction() as tx:
-            tx.delete(delete_filter=delete_filter, case_sensitive=case_sensitive, snapshot_properties=snapshot_properties)
+            tx.delete(
+                delete_filter=delete_filter, case_sensitive=case_sensitive, snapshot_properties=snapshot_properties, branch=branch
+            )
 
     def add_files(
         self, file_paths: List[str], snapshot_properties: Dict[str, str] = EMPTY_DICT, check_duplicate_files: bool = True
diff --git a/pyiceberg/table/update/__init__.py b/pyiceberg/table/update/__init__.py
index 4905c31bfb..6653f119f0 100644
--- a/pyiceberg/table/update/__init__.py
+++ b/pyiceberg/table/update/__init__.py
@@ -29,7 +29,7 @@
 from pyiceberg.partitioning import PARTITION_FIELD_ID_START, PartitionSpec
 from pyiceberg.schema import Schema
 from pyiceberg.table.metadata import SUPPORTED_TABLE_FORMAT_VERSION, TableMetadata, TableMetadataUtil
-from pyiceberg.table.refs import MAIN_BRANCH, SnapshotRef
+from pyiceberg.table.refs import MAIN_BRANCH, SnapshotRef, SnapshotRefType
 from pyiceberg.table.snapshots import (
     MetadataLogEntry,
     Snapshot,
@@ -139,7 +139,7 @@ class AddSnapshotUpdate(IcebergBaseModel):
 class SetSnapshotRefUpdate(IcebergBaseModel):
     action: Literal["set-snapshot-ref"] = Field(default="set-snapshot-ref")
     ref_name: str = Field(alias="ref-name")
-    type: Literal["tag", "branch"]
+    type: Literal[SnapshotRefType.TAG, SnapshotRefType.BRANCH]
     snapshot_id: int = Field(alias="snapshot-id")
     max_ref_age_ms: Annotated[Optional[int], Field(alias="max-ref-age-ms", default=None)]
     max_snapshot_age_ms: Annotated[Optional[int], Field(alias="max-snapshot-age-ms", default=None)]
@@ -702,6 +702,10 @@ class AssertRefSnapshotId(ValidatableTableRequirement):
     def validate(self, base_metadata: Optional[TableMetadata]) -> None:
         if base_metadata is None:
             raise CommitFailedException("Requirement failed: current table metadata is missing")
+        elif len(base_metadata.snapshots) == 0 and self.ref != MAIN_BRANCH:
+            raise CommitFailedException(
+                f"Requirement failed: Table has no snapshots and can only be written to the {MAIN_BRANCH} BRANCH."
+            )
         elif snapshot_ref := base_metadata.refs.get(self.ref):
             ref_type = snapshot_ref.snapshot_ref_type
             if self.snapshot_id is None:
diff --git a/pyiceberg/table/update/snapshot.py b/pyiceberg/table/update/snapshot.py
index 66a087f36a..3ffb275ded 100644
--- a/pyiceberg/table/update/snapshot.py
+++ b/pyiceberg/table/update/snapshot.py
@@ -56,7 +56,7 @@
 from pyiceberg.partitioning import (
     PartitionSpec,
 )
-from pyiceberg.table.refs import SnapshotRefType
+from pyiceberg.table.refs import MAIN_BRANCH, SnapshotRefType
 from pyiceberg.table.snapshots import (
     Operation,
     Snapshot,
@@ -108,6 +108,7 @@ class _SnapshotProducer(UpdateTableMetadata[U], Generic[U]):
     _manifest_num_counter: itertools.count[int]
     _deleted_data_files: Set[DataFile]
     _compression: AvroCompressionCodec
+    _target_branch = MAIN_BRANCH
 
     def __init__(
         self,
@@ -116,16 +117,13 @@ def __init__(
         io: FileIO,
         commit_uuid: Optional[uuid.UUID] = None,
         snapshot_properties: Dict[str, str] = EMPTY_DICT,
+        branch: str = MAIN_BRANCH,
     ) -> None:
         super().__init__(transaction)
         self.commit_uuid = commit_uuid or uuid.uuid4()
         self._io = io
         self._operation = operation
         self._snapshot_id = self._transaction.table_metadata.new_snapshot_id()
-        # Since we only support the main branch for now
-        self._parent_snapshot_id = (
-            snapshot.snapshot_id if (snapshot := self._transaction.table_metadata.current_snapshot()) else None
-        )
         self._added_data_files = []
         self._deleted_data_files = set()
         self.snapshot_properties = snapshot_properties
@@ -135,6 +133,20 @@ def __init__(
         self._compression = self._transaction.table_metadata.properties.get(  # type: ignore
             TableProperties.WRITE_AVRO_COMPRESSION, TableProperties.WRITE_AVRO_COMPRESSION_DEFAULT
         )
+        self._target_branch = self._validate_target_branch(branch=branch)
+        self._parent_snapshot_id = (
+            snapshot.snapshot_id if (snapshot := self._transaction.table_metadata.snapshot_by_name(self._target_branch)) else None
+        )
+
+    def _validate_target_branch(self, branch: str) -> str:
+        # Default is already set to MAIN_BRANCH. So branch name can't be None.
+        if branch is None:
+            raise ValueError("Invalid branch name: null")
+        if branch in self._transaction.table_metadata.refs:
+            ref = self._transaction.table_metadata.refs[branch]
+            if ref.snapshot_ref_type != SnapshotRefType.BRANCH:
+                raise ValueError(f"{branch} is a tag, not a branch. Tags cannot be targets for producing snapshots")
+        return branch
 
     def append_data_file(self, data_file: DataFile) -> _SnapshotProducer[U]:
         self._added_data_files.append(data_file)
@@ -284,10 +296,20 @@ def _commit(self) -> UpdatesAndRequirements:
             (
                 AddSnapshotUpdate(snapshot=snapshot),
                 SetSnapshotRefUpdate(
-                    snapshot_id=self._snapshot_id, parent_snapshot_id=self._parent_snapshot_id, ref_name="main", type="branch"
+                    snapshot_id=self._snapshot_id,
+                    parent_snapshot_id=self._parent_snapshot_id,
+                    ref_name=self._target_branch,
+                    type=SnapshotRefType.BRANCH,
+                ),
+            ),
+            (
+                AssertRefSnapshotId(
+                    snapshot_id=self._transaction.table_metadata.refs[self._target_branch].snapshot_id
+                    if self._target_branch in self._transaction.table_metadata.refs
+                    else None,
+                    ref=self._target_branch,
                 ),
             ),
-            (AssertRefSnapshotId(snapshot_id=self._transaction.table_metadata.current_snapshot_id, ref="main"),),
         )
 
     @property
@@ -335,10 +357,11 @@ def __init__(
         operation: Operation,
         transaction: Transaction,
         io: FileIO,
+        branch: str,
         commit_uuid: Optional[uuid.UUID] = None,
         snapshot_properties: Dict[str, str] = EMPTY_DICT,
     ):
-        super().__init__(operation, transaction, io, commit_uuid, snapshot_properties)
+        super().__init__(operation, transaction, io, commit_uuid, snapshot_properties, branch)
         self._predicate = AlwaysFalse()
         self._case_sensitive = True
 
@@ -398,47 +421,53 @@ def _copy_with_new_status(entry: ManifestEntry, status: ManifestEntryStatus) ->
         total_deleted_entries = []
         partial_rewrites_needed = False
         self._deleted_data_files = set()
-        if snapshot := self._transaction.table_metadata.current_snapshot():
-            for manifest_file in snapshot.manifests(io=self._io):
-                if manifest_file.content == ManifestContent.DATA:
-                    if not manifest_evaluators[manifest_file.partition_spec_id](manifest_file):
-                        # If the manifest isn't relevant, we can just keep it in the manifest-list
-                        existing_manifests.append(manifest_file)
-                    else:
-                        # It is relevant, let's check out the content
-                        deleted_entries = []
-                        existing_entries = []
-                        for entry in manifest_file.fetch_manifest_entry(io=self._io, discard_deleted=True):
-                            if strict_metrics_evaluator(entry.data_file) == ROWS_MUST_MATCH:
-                                # Based on the metadata, it can be dropped right away
-                                deleted_entries.append(_copy_with_new_status(entry, ManifestEntryStatus.DELETED))
-                                self._deleted_data_files.add(entry.data_file)
-                            else:
-                                # Based on the metadata, we cannot determine if it can be deleted
-                                existing_entries.append(_copy_with_new_status(entry, ManifestEntryStatus.EXISTING))
-                                if inclusive_metrics_evaluator(entry.data_file) != ROWS_MIGHT_NOT_MATCH:
-                                    partial_rewrites_needed = True
-
-                        if len(deleted_entries) > 0:
-                            total_deleted_entries += deleted_entries
-
-                            # Rewrite the manifest
-                            if len(existing_entries) > 0:
-                                with write_manifest(
-                                    format_version=self._transaction.table_metadata.format_version,
-                                    spec=self._transaction.table_metadata.specs()[manifest_file.partition_spec_id],
-                                    schema=self._transaction.table_metadata.schema(),
-                                    output_file=self.new_manifest_output(),
-                                    snapshot_id=self._snapshot_id,
-                                    avro_compression=self._compression,
-                                ) as writer:
-                                    for existing_entry in existing_entries:
-                                        writer.add_entry(existing_entry)
-                                existing_manifests.append(writer.to_manifest_file())
-                        else:
+
+        # Determine the snapshot to read manifests from for deletion
+        # Should be the current tip of the _target_branch
+        parent_snapshot_id_for_delete_source = self._parent_snapshot_id
+        if parent_snapshot_id_for_delete_source is not None:
+            snapshot = self._transaction.table_metadata.snapshot_by_id(parent_snapshot_id_for_delete_source)
+            if snapshot:  # Ensure snapshot is found
+                for manifest_file in snapshot.manifests(io=self._io):
+                    if manifest_file.content == ManifestContent.DATA:
+                        if not manifest_evaluators[manifest_file.partition_spec_id](manifest_file):
+                            # If the manifest isn't relevant, we can just keep it in the manifest-list
                             existing_manifests.append(manifest_file)
-                else:
-                    existing_manifests.append(manifest_file)
+                        else:
+                            # It is relevant, let's check out the content
+                            deleted_entries = []
+                            existing_entries = []
+                            for entry in manifest_file.fetch_manifest_entry(io=self._io, discard_deleted=True):
+                                if strict_metrics_evaluator(entry.data_file) == ROWS_MUST_MATCH:
+                                    # Based on the metadata, it can be dropped right away
+                                    deleted_entries.append(_copy_with_new_status(entry, ManifestEntryStatus.DELETED))
+                                    self._deleted_data_files.add(entry.data_file)
+                                else:
+                                    # Based on the metadata, we cannot determine if it can be deleted
+                                    existing_entries.append(_copy_with_new_status(entry, ManifestEntryStatus.EXISTING))
+                                    if inclusive_metrics_evaluator(entry.data_file) != ROWS_MIGHT_NOT_MATCH:
+                                        partial_rewrites_needed = True
+
+                            if len(deleted_entries) > 0:
+                                total_deleted_entries += deleted_entries
+
+                                # Rewrite the manifest
+                                if len(existing_entries) > 0:
+                                    with write_manifest(
+                                        format_version=self._transaction.table_metadata.format_version,
+                                        spec=self._transaction.table_metadata.specs()[manifest_file.partition_spec_id],
+                                        schema=self._transaction.table_metadata.schema(),
+                                        output_file=self.new_manifest_output(),
+                                        snapshot_id=self._snapshot_id,
+                                        avro_compression=self._compression,
+                                    ) as writer:
+                                        for existing_entry in existing_entries:
+                                            writer.add_entry(existing_entry)
+                                    existing_manifests.append(writer.to_manifest_file())
+                            else:
+                                existing_manifests.append(manifest_file)
+                    else:
+                        existing_manifests.append(manifest_file)
 
         return existing_manifests, total_deleted_entries, partial_rewrites_needed
 
@@ -498,12 +527,13 @@ def __init__(
         operation: Operation,
         transaction: Transaction,
         io: FileIO,
+        branch: str,
         commit_uuid: Optional[uuid.UUID] = None,
         snapshot_properties: Dict[str, str] = EMPTY_DICT,
     ) -> None:
         from pyiceberg.table import TableProperties
 
-        super().__init__(operation, transaction, io, commit_uuid, snapshot_properties)
+        super().__init__(operation, transaction, io, commit_uuid, snapshot_properties, branch)
         self._target_size_bytes = property_as_int(
             self._transaction.table_metadata.properties,
             TableProperties.MANIFEST_TARGET_SIZE_BYTES,
@@ -549,7 +579,7 @@ def _existing_manifests(self) -> List[ManifestFile]:
         """Determine if there are any existing manifest files."""
         existing_files = []
 
-        if snapshot := self._transaction.table_metadata.current_snapshot():
+        if snapshot := self._transaction.table_metadata.snapshot_by_name(name=self._target_branch):
             for manifest_file in snapshot.manifests(io=self._io):
                 entries = manifest_file.fetch_manifest_entry(io=self._io, discard_deleted=True)
                 found_deleted_data_files = [entry.data_file for entry in entries if entry.data_file in self._deleted_data_files]
@@ -567,19 +597,17 @@ def _existing_manifests(self) -> List[ManifestFile]:
                             snapshot_id=self._snapshot_id,
                             avro_compression=self._compression,
                         ) as writer:
-                            [
-                                writer.add_entry(
-                                    ManifestEntry.from_args(
-                                        status=ManifestEntryStatus.EXISTING,
-                                        snapshot_id=entry.snapshot_id,
-                                        sequence_number=entry.sequence_number,
-                                        file_sequence_number=entry.file_sequence_number,
-                                        data_file=entry.data_file,
+                            for entry in entries:
+                                if entry.data_file not in found_deleted_data_files:
+                                    writer.add_entry(
+                                        ManifestEntry.from_args(
+                                            status=ManifestEntryStatus.EXISTING,
+                                            snapshot_id=entry.snapshot_id,
+                                            sequence_number=entry.sequence_number,
+                                            file_sequence_number=entry.file_sequence_number,
+                                            data_file=entry.data_file,
+                                        )
                                     )
-                                )
-                                for entry in entries
-                                if entry.data_file not in found_deleted_data_files
-                            ]
                         existing_files.append(writer.to_manifest_file())
         return existing_files
 
@@ -620,31 +648,48 @@ def _get_entries(manifest: ManifestFile) -> List[ManifestEntry]:
 class UpdateSnapshot:
     _transaction: Transaction
     _io: FileIO
+    _branch: str
     _snapshot_properties: Dict[str, str]
 
-    def __init__(self, transaction: Transaction, io: FileIO, snapshot_properties: Dict[str, str] = EMPTY_DICT) -> None:
+    def __init__(
+        self,
+        transaction: Transaction,
+        io: FileIO,
+        branch: str,
+        snapshot_properties: Dict[str, str] = EMPTY_DICT,
+    ) -> None:
         self._transaction = transaction
         self._io = io
         self._snapshot_properties = snapshot_properties
+        self._branch = branch
 
     def fast_append(self) -> _FastAppendFiles:
         return _FastAppendFiles(
-            operation=Operation.APPEND, transaction=self._transaction, io=self._io, snapshot_properties=self._snapshot_properties
+            operation=Operation.APPEND,
+            transaction=self._transaction,
+            io=self._io,
+            branch=self._branch,
+            snapshot_properties=self._snapshot_properties,
         )
 
     def merge_append(self) -> _MergeAppendFiles:
         return _MergeAppendFiles(
-            operation=Operation.APPEND, transaction=self._transaction, io=self._io, snapshot_properties=self._snapshot_properties
+            operation=Operation.APPEND,
+            transaction=self._transaction,
+            io=self._io,
+            branch=self._branch,
+            snapshot_properties=self._snapshot_properties,
         )
 
     def overwrite(self, commit_uuid: Optional[uuid.UUID] = None) -> _OverwriteFiles:
         return _OverwriteFiles(
             commit_uuid=commit_uuid,
             operation=Operation.OVERWRITE
-            if self._transaction.table_metadata.current_snapshot() is not None
+            if self._transaction.table_metadata.snapshot_by_name(name=self._branch) is not None
             else Operation.APPEND,
             transaction=self._transaction,
             io=self._io,
+            branch=self._branch,
             snapshot_properties=self._snapshot_properties,
         )
 
@@ -653,6 +698,7 @@ def delete(self) -> _DeleteFiles:
             operation=Operation.DELETE,
             transaction=self._transaction,
             io=self._io,
+            branch=self._branch,
             snapshot_properties=self._snapshot_properties,
         )
 
diff --git a/pyiceberg/utils/concurrent.py b/pyiceberg/utils/concurrent.py
index 805599bf41..751cbd9bbb 100644
--- a/pyiceberg/utils/concurrent.py
+++ b/pyiceberg/utils/concurrent.py
@@ -25,6 +25,11 @@
 class ExecutorFactory:
     _instance: Optional[Executor] = None
 
+    @staticmethod
+    def max_workers() -> Optional[int]:
+        """Return the max number of workers configured."""
+        return Config().get_int("max-workers")
+
     @staticmethod
     def get_or_create() -> Executor:
         """Return the same executor in each call."""
@@ -33,8 +38,3 @@ def get_or_create() -> Executor:
             ExecutorFactory._instance = ThreadPoolExecutor(max_workers=max_workers)
 
         return ExecutorFactory._instance
-
-    @staticmethod
-    def max_workers() -> Optional[int]:
-        """Return the max number of workers configured."""
-        return Config().get_int("max-workers")
diff --git a/tests/integration/test_deletes.py b/tests/integration/test_deletes.py
index 527f659640..abf8502ac7 100644
--- a/tests/integration/test_deletes.py
+++ b/tests/integration/test_deletes.py
@@ -894,3 +894,32 @@ def test_overwrite_with_filter_case_insensitive(test_table: Table) -> None:
     test_table.overwrite(df=new_table, overwrite_filter=f"Idx == {record_to_overwrite['idx']}", case_sensitive=False)
     assert record_to_overwrite not in test_table.scan().to_arrow().to_pylist()
     assert new_record_to_insert in test_table.scan().to_arrow().to_pylist()
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("format_version", [1, 2])
+@pytest.mark.filterwarnings("ignore:Delete operation did not match any records")
+def test_delete_on_empty_table(spark: SparkSession, session_catalog: RestCatalog, format_version: int) -> None:
+    identifier = f"default.test_delete_on_empty_table_{format_version}"
+
+    run_spark_commands(
+        spark,
+        [
+            f"DROP TABLE IF EXISTS {identifier}",
+            f"""
+            CREATE TABLE {identifier} (
+                volume              int
+            )
+            USING iceberg
+            TBLPROPERTIES('format-version' = {format_version})
+        """,
+        ],
+    )
+
+    tbl = session_catalog.load_table(identifier)
+
+    # Perform a delete operation on the empty table
+    tbl.delete(AlwaysTrue())
+
+    # Assert that no new snapshot was created because no rows were deleted
+    assert len(tbl.snapshots()) == 0
diff --git a/tests/integration/test_writes/test_writes.py b/tests/integration/test_writes/test_writes.py
index 033a9f7c0d..b66601f683 100644
--- a/tests/integration/test_writes/test_writes.py
+++ b/tests/integration/test_writes/test_writes.py
@@ -41,12 +41,13 @@
 from pyiceberg.catalog import Catalog, load_catalog
 from pyiceberg.catalog.hive import HiveCatalog
 from pyiceberg.catalog.sql import SqlCatalog
-from pyiceberg.exceptions import NoSuchTableError
+from pyiceberg.exceptions import CommitFailedException, NoSuchTableError
 from pyiceberg.expressions import And, EqualTo, GreaterThanOrEqual, In, LessThan, Not
 from pyiceberg.io.pyarrow import _dataframe_to_data_files
 from pyiceberg.partitioning import PartitionField, PartitionSpec
 from pyiceberg.schema import Schema
 from pyiceberg.table import TableProperties
+from pyiceberg.table.refs import MAIN_BRANCH
 from pyiceberg.table.sorting import SortDirection, SortField, SortOrder
 from pyiceberg.transforms import DayTransform, HourTransform, IdentityTransform
 from pyiceberg.types import (
@@ -1856,3 +1857,160 @@ def test_avro_compression_codecs(session_catalog: Catalog, arrow_table_with_null
     with tbl.io.new_input(current_snapshot.manifest_list).open() as f:
         reader = fastavro.reader(f)
         assert reader.codec == "null"
+
+
+@pytest.mark.integration
+def test_append_to_non_existing_branch(session_catalog: Catalog, arrow_table_with_null: pa.Table) -> None:
+    identifier = "default.test_non_existing_branch"
+    tbl = _create_table(session_catalog, identifier, {"format-version": "2"}, [])
+    with pytest.raises(
+        CommitFailedException, match=f"Table has no snapshots and can only be written to the {MAIN_BRANCH} BRANCH."
+    ):
+        tbl.append(arrow_table_with_null, branch="non_existing_branch")
+
+
+@pytest.mark.integration
+def test_append_to_existing_branch(session_catalog: Catalog, arrow_table_with_null: pa.Table) -> None:
+    identifier = "default.test_existing_branch_append"
+    branch = "existing_branch"
+    tbl = _create_table(session_catalog, identifier, {"format-version": "2"}, [arrow_table_with_null])
+
+    assert tbl.metadata.current_snapshot_id is not None
+
+    tbl.manage_snapshots().create_branch(snapshot_id=tbl.metadata.current_snapshot_id, branch_name=branch).commit()
+    tbl.append(arrow_table_with_null, branch=branch)
+
+    assert len(tbl.scan().use_ref(branch).to_arrow()) == 6
+    assert len(tbl.scan().to_arrow()) == 3
+    branch_snapshot = tbl.metadata.snapshot_by_name(branch)
+    assert branch_snapshot is not None
+    main_snapshot = tbl.metadata.snapshot_by_name("main")
+    assert main_snapshot is not None
+    assert branch_snapshot.parent_snapshot_id == main_snapshot.snapshot_id
+
+
+@pytest.mark.integration
+def test_delete_to_existing_branch(session_catalog: Catalog, arrow_table_with_null: pa.Table) -> None:
+    identifier = "default.test_existing_branch_delete"
+    branch = "existing_branch"
+    tbl = _create_table(session_catalog, identifier, {"format-version": "2"}, [arrow_table_with_null])
+
+    assert tbl.metadata.current_snapshot_id is not None
+
+    tbl.manage_snapshots().create_branch(snapshot_id=tbl.metadata.current_snapshot_id, branch_name=branch).commit()
+    tbl.delete(delete_filter="int = 9", branch=branch)
+
+    assert len(tbl.scan().use_ref(branch).to_arrow()) == 2
+    assert len(tbl.scan().to_arrow()) == 3
+    branch_snapshot = tbl.metadata.snapshot_by_name(branch)
+    assert branch_snapshot is not None
+    main_snapshot = tbl.metadata.snapshot_by_name("main")
+    assert main_snapshot is not None
+    assert branch_snapshot.parent_snapshot_id == main_snapshot.snapshot_id
+
+
+@pytest.mark.integration
+def test_overwrite_to_existing_branch(session_catalog: Catalog, arrow_table_with_null: pa.Table) -> None:
+    identifier = "default.test_existing_branch_overwrite"
+    branch = "existing_branch"
+    tbl = _create_table(session_catalog, identifier, {"format-version": "2"}, [arrow_table_with_null])
+
+    assert tbl.metadata.current_snapshot_id is not None
+
+    tbl.manage_snapshots().create_branch(snapshot_id=tbl.metadata.current_snapshot_id, branch_name=branch).commit()
+    tbl.overwrite(arrow_table_with_null, branch=branch)
+
+    assert len(tbl.scan().use_ref(branch).to_arrow()) == 3
+    assert len(tbl.scan().to_arrow()) == 3
+    branch_snapshot = tbl.metadata.snapshot_by_name(branch)
+    assert branch_snapshot is not None and branch_snapshot.parent_snapshot_id is not None
+    delete_snapshot = tbl.metadata.snapshot_by_id(branch_snapshot.parent_snapshot_id)
+    assert delete_snapshot is not None
+    main_snapshot = tbl.metadata.snapshot_by_name("main")
+    assert main_snapshot is not None
+    assert (
+        delete_snapshot.parent_snapshot_id == main_snapshot.snapshot_id
+    )  # Currently overwrite is a delete followed by an append operation
+
+
+@pytest.mark.integration
+def test_intertwined_branch_writes(session_catalog: Catalog, arrow_table_with_null: pa.Table) -> None:
+    identifier = "default.test_intertwined_branch_operations"
+    branch1 = "existing_branch_1"
+    branch2 = "existing_branch_2"
+
+    tbl = _create_table(session_catalog, identifier, {"format-version": "2"}, [arrow_table_with_null])
+
+    assert tbl.metadata.current_snapshot_id is not None
+
+    tbl.manage_snapshots().create_branch(snapshot_id=tbl.metadata.current_snapshot_id, branch_name=branch1).commit()
+
+    tbl.delete("int = 9", branch=branch1)
+
+    tbl.append(arrow_table_with_null)
+
+    tbl.manage_snapshots().create_branch(snapshot_id=tbl.metadata.current_snapshot_id, branch_name=branch2).commit()
+
+    tbl.overwrite(arrow_table_with_null, branch=branch2)
+
+    assert len(tbl.scan().use_ref(branch1).to_arrow()) == 2
+    assert len(tbl.scan().use_ref(branch2).to_arrow()) == 3
+    assert len(tbl.scan().to_arrow()) == 6
+
+
+@pytest.mark.integration
+def test_branch_spark_write_py_read(session_catalog: Catalog, spark: SparkSession, arrow_table_with_null: pa.Table) -> None:
+    # Initialize table with branch
+    identifier = "default.test_branch_spark_write_py_read"
+    tbl = _create_table(session_catalog, identifier, {"format-version": "2"}, [arrow_table_with_null])
+    branch = "existing_spark_branch"
+
+    # Create branch in Spark
+    spark.sql(f"ALTER TABLE {identifier} CREATE BRANCH {branch}")
+
+    # Spark Write
+    spark.sql(
+        f"""
+            DELETE FROM {identifier}.branch_{branch}
+            WHERE int = 9
+        """
+    )
+
+    # Refresh table to get new refs
+    tbl.refresh()
+
+    # Python Read
+    assert len(tbl.scan().to_arrow()) == 3
+    assert len(tbl.scan().use_ref(branch).to_arrow()) == 2
+
+
+@pytest.mark.integration
+def test_branch_py_write_spark_read(session_catalog: Catalog, spark: SparkSession, arrow_table_with_null: pa.Table) -> None:
+    # Initialize table with branch
+    identifier = "default.test_branch_py_write_spark_read"
+    tbl = _create_table(session_catalog, identifier, {"format-version": "2"}, [arrow_table_with_null])
+    branch = "existing_py_branch"
+
+    assert tbl.metadata.current_snapshot_id is not None
+
+    # Create branch
+    tbl.manage_snapshots().create_branch(snapshot_id=tbl.metadata.current_snapshot_id, branch_name=branch).commit()
+
+    # Python Write
+    tbl.delete("int = 9", branch=branch)
+
+    # Spark Read
+    main_df = spark.sql(
+        f"""
+            SELECT *
+            FROM {identifier}
+        """
+    )
+    branch_df = spark.sql(
+        f"""
+            SELECT *
+            FROM {identifier}.branch_{branch}
+        """
+    )
+    assert main_df.count() == 3
+    assert branch_df.count() == 2
diff --git a/tests/table/test_init.py b/tests/table/test_init.py
index 6165dadec4..89524a861c 100644
--- a/tests/table/test_init.py
+++ b/tests/table/test_init.py
@@ -50,7 +50,7 @@
     _match_deletes_to_data_file,
 )
 from pyiceberg.table.metadata import INITIAL_SEQUENCE_NUMBER, TableMetadataUtil, TableMetadataV2, _generate_snapshot_id
-from pyiceberg.table.refs import SnapshotRef
+from pyiceberg.table.refs import MAIN_BRANCH, SnapshotRef, SnapshotRefType
 from pyiceberg.table.snapshots import (
     MetadataLogEntry,
     Operation,
@@ -1000,28 +1000,42 @@ def test_assert_table_uuid(table_v2: Table) -> None:
 
 def test_assert_ref_snapshot_id(table_v2: Table) -> None:
     base_metadata = table_v2.metadata
-    AssertRefSnapshotId(ref="main", snapshot_id=base_metadata.current_snapshot_id).validate(base_metadata)
+    AssertRefSnapshotId(ref=MAIN_BRANCH, snapshot_id=base_metadata.current_snapshot_id).validate(base_metadata)
 
     with pytest.raises(CommitFailedException, match="Requirement failed: current table metadata is missing"):
-        AssertRefSnapshotId(ref="main", snapshot_id=1).validate(None)
+        AssertRefSnapshotId(ref=MAIN_BRANCH, snapshot_id=1).validate(None)
 
     with pytest.raises(
         CommitFailedException,
-        match="Requirement failed: branch main was created concurrently",
+        match=f"Requirement failed: branch {MAIN_BRANCH} was created concurrently",
     ):
-        AssertRefSnapshotId(ref="main", snapshot_id=None).validate(base_metadata)
+        AssertRefSnapshotId(ref=MAIN_BRANCH, snapshot_id=None).validate(base_metadata)
 
     with pytest.raises(
         CommitFailedException,
-        match="Requirement failed: branch main has changed: expected id 1, found 3055729675574597004",
+        match=f"Requirement failed: branch {MAIN_BRANCH} has changed: expected id 1, found 3055729675574597004",
     ):
-        AssertRefSnapshotId(ref="main", snapshot_id=1).validate(base_metadata)
+        AssertRefSnapshotId(ref=MAIN_BRANCH, snapshot_id=1).validate(base_metadata)
+
+    non_existing_ref = "not_exist_branch_or_tag"
+    assert table_v2.refs().get("not_exist_branch_or_tag") is None
+
+    with pytest.raises(
+        CommitFailedException,
+        match=f"Requirement failed: branch or tag {non_existing_ref} is missing, expected 1",
+    ):
+        AssertRefSnapshotId(ref=non_existing_ref, snapshot_id=1).validate(base_metadata)
+
+    # existing Tag in metadata: test
+    ref_tag = table_v2.refs().get("test")
+    assert ref_tag is not None
+    assert ref_tag.snapshot_ref_type == SnapshotRefType.TAG, "TAG test should be present in table to be tested"
 
     with pytest.raises(
         CommitFailedException,
-        match="Requirement failed: branch or tag not_exist is missing, expected 1",
+        match="Requirement failed: tag test has changed: expected id 3055729675574597004, found 3051729675574597004",
     ):
-        AssertRefSnapshotId(ref="not_exist", snapshot_id=1).validate(base_metadata)
+        AssertRefSnapshotId(ref="test", snapshot_id=3055729675574597004).validate(base_metadata)
 
 
 def test_assert_last_assigned_field_id(table_v2: Table) -> None:

From e3664272d0800915fd45c83ad2a3f2464f52170e Mon Sep 17 00:00:00 2001
From: frankliee <frankzfli@tencent.com>
Date: Thu, 3 Jul 2025 17:04:46 +0800
Subject: [PATCH 258/357] Hive: update hive storage descriptor after commit
 schema change (#2036)

<!--
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-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change
Like iceberg jar, we should also update hive storage descriptor after
commit metadata

see:
https://github.com/apache/iceberg/blob/b504f9c51c6c0e0a5c0c5ff53f295e69b67d8e59/hive-metastore/src/main/java/org/apache/iceberg/hive/HiveTableOperations.java#L170

# Are these changes tested?
new UTs

# Are there any user-facing changes?
No


<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 dev/hive/core-site.xml                       |  5 ++++
 pyiceberg/catalog/hive.py                    |  6 +++++
 tests/integration/test_writes/test_writes.py | 24 ++++++++++++++++++++
 3 files changed, 35 insertions(+)

diff --git a/dev/hive/core-site.xml b/dev/hive/core-site.xml
index b77332b83b..f5a9473b51 100644
--- a/dev/hive/core-site.xml
+++ b/dev/hive/core-site.xml
@@ -50,4 +50,9 @@
       <name>fs.s3a.path.style.access</name>
       <value>true</value>
     </property>
+    <property>
+      <name>hive.metastore.disallow.incompatible.col.type.changes</name>
+      <value>false</value>
+    </property>
+
 </configuration>
diff --git a/pyiceberg/catalog/hive.py b/pyiceberg/catalog/hive.py
index 09437dd1b6..cc9cd028c4 100644
--- a/pyiceberg/catalog/hive.py
+++ b/pyiceberg/catalog/hive.py
@@ -561,6 +561,12 @@ def commit_table(
                         previous_metadata_location=current_table.metadata_location,
                         metadata_properties=updated_staged_table.properties,
                     )
+                    # Update hive's schema and properties
+                    hive_table.sd = _construct_hive_storage_descriptor(
+                        updated_staged_table.schema(),
+                        updated_staged_table.location(),
+                        property_as_bool(updated_staged_table.properties, HIVE2_COMPATIBLE, HIVE2_COMPATIBLE_DEFAULT),
+                    )
                     open_client.alter_table_with_environment_context(
                         dbname=database_name,
                         tbl_name=table_name,
diff --git a/tests/integration/test_writes/test_writes.py b/tests/integration/test_writes/test_writes.py
index b66601f683..30a0968680 100644
--- a/tests/integration/test_writes/test_writes.py
+++ b/tests/integration/test_writes/test_writes.py
@@ -1148,6 +1148,30 @@ def test_hive_catalog_storage_descriptor(
     assert spark.sql("SELECT * FROM hive.default.test_storage_descriptor").count() == 3
 
 
+@pytest.mark.integration
+@pytest.mark.parametrize("format_version", [1, 2])
+def test_hive_catalog_storage_descriptor_has_changed(
+    session_catalog_hive: HiveCatalog,
+    pa_schema: pa.Schema,
+    arrow_table_with_null: pa.Table,
+    spark: SparkSession,
+    format_version: int,
+) -> None:
+    tbl = _create_table(
+        session_catalog_hive, "default.test_storage_descriptor", {"format-version": format_version}, [arrow_table_with_null]
+    )
+
+    with tbl.transaction() as tx:
+        with tx.update_schema() as schema:
+            schema.update_column("string_long", doc="this is string_long")
+            schema.update_column("binary", doc="this is binary")
+
+    with session_catalog_hive._client as open_client:
+        hive_table = session_catalog_hive._get_hive_table(open_client, "default", "test_storage_descriptor")
+        assert "this is string_long" in str(hive_table.sd)
+        assert "this is binary" in str(hive_table.sd)
+
+
 @pytest.mark.integration
 @pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
 def test_sanitize_character_partitioned(catalog: Catalog) -> None:

From d5884eae21eb5e4e34817379024e3b879695fea4 Mon Sep 17 00:00:00 2001
From: summermousa-vendia <summer.mousa@vendia.com>
Date: Thu, 3 Jul 2025 04:15:06 -0500
Subject: [PATCH 259/357] fix: Propagate Table properties to Glue (#2097)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

See https://github.com/apache/iceberg-python/pull/2013
Closes https://github.com/apache/iceberg-python/issues/2064

Continuing the trend, but with glue.

# Are these changes tested?

See test below

# Are there any user-facing changes?

When a user specifies property update on commit table, those parameters
will be passed to the glue client.

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/catalog/glue.py  | 12 ++++++++++--
 tests/catalog/test_glue.py |  2 ++
 2 files changed, 12 insertions(+), 2 deletions(-)

diff --git a/pyiceberg/catalog/glue.py b/pyiceberg/catalog/glue.py
index 88ad8aa433..4eb4164e57 100644
--- a/pyiceberg/catalog/glue.py
+++ b/pyiceberg/catalog/glue.py
@@ -140,12 +140,20 @@
 
 
 def _construct_parameters(
-    metadata_location: str, glue_table: Optional["TableTypeDef"] = None, prev_metadata_location: Optional[str] = None
+    metadata_location: str,
+    glue_table: Optional["TableTypeDef"] = None,
+    prev_metadata_location: Optional[str] = None,
+    metadata_properties: Optional[Properties] = None,
 ) -> Properties:
     new_parameters = glue_table.get("Parameters", {}) if glue_table else {}
     new_parameters.update({TABLE_TYPE: ICEBERG.upper(), METADATA_LOCATION: metadata_location})
     if prev_metadata_location:
         new_parameters[PREVIOUS_METADATA_LOCATION] = prev_metadata_location
+
+    if metadata_properties:
+        for key, value in metadata_properties.items():
+            new_parameters[key] = str(value)
+
     return new_parameters
 
 
@@ -236,7 +244,7 @@ def _construct_table_input(
     table_input: "TableInputTypeDef" = {
         "Name": table_name,
         "TableType": EXTERNAL_TABLE,
-        "Parameters": _construct_parameters(metadata_location, glue_table, prev_metadata_location),
+        "Parameters": _construct_parameters(metadata_location, glue_table, prev_metadata_location, properties),
         "StorageDescriptor": {
             "Columns": _to_columns(metadata),
             "Location": metadata.location,
diff --git a/tests/catalog/test_glue.py b/tests/catalog/test_glue.py
index 399c9e8bb1..0ff43cd52b 100644
--- a/tests/catalog/test_glue.py
+++ b/tests/catalog/test_glue.py
@@ -791,6 +791,8 @@ def test_commit_table_properties(
         Name=table_name,
     )
     assert table_info["Table"]["Description"] == "test_description"
+    assert table_info["Table"]["Parameters"]["test_a"] == "test_aa"
+    assert table_info["Table"]["Parameters"]["test_c"] == "test_c"
 
 
 @mock_aws

From c32274ea99bfe0dabc1425a7095962dcaa2158a2 Mon Sep 17 00:00:00 2001
From: Ethan Knox <ethan@knox.dev>
Date: Thu, 3 Jul 2025 16:45:42 -0400
Subject: [PATCH 260/357] Documented `row_filter` expressions (#1862)

# Rationale for this change
scan's `row_filter` param is not super intuitive. I got tired of reading
over the expression and parser code as I'm trying to build out
statements, so I had some docs made up.

# Are these changes tested?
They are docs only, so not really?

# Are there any user-facing changes?
Yes there are docs for the expression and string syntaxes of
`row_filter` now.

<!-- In the case of user-facing changes, please add the changelog label.
-->

---------

Co-authored-by: Fokko Driesprong <fokko@apache.org>
---
 mkdocs/docs/SUMMARY.md           |   2 +
 mkdocs/docs/expression-dsl.md    | 259 +++++++++++++++++++++++++++++++
 mkdocs/docs/row-filter-syntax.md | 172 ++++++++++++++++++++
 3 files changed, 433 insertions(+)
 create mode 100644 mkdocs/docs/expression-dsl.md
 create mode 100644 mkdocs/docs/row-filter-syntax.md

diff --git a/mkdocs/docs/SUMMARY.md b/mkdocs/docs/SUMMARY.md
index c344b2fdd2..d268bcc4b0 100644
--- a/mkdocs/docs/SUMMARY.md
+++ b/mkdocs/docs/SUMMARY.md
@@ -24,6 +24,8 @@
 - [Configuration](configuration.md)
 - [CLI](cli.md)
 - [API](api.md)
+    - [Row Filter Syntax](row-filter-syntax.md)
+    - [Expression DSL](expression-dsl.md)
 - [Contributing](contributing.md)
 - [Community](community.md)
 - Releases
diff --git a/mkdocs/docs/expression-dsl.md b/mkdocs/docs/expression-dsl.md
new file mode 100644
index 0000000000..e8d551d0e6
--- /dev/null
+++ b/mkdocs/docs/expression-dsl.md
@@ -0,0 +1,259 @@
+<!--
+ - Licensed to the Apache Software Foundation (ASF) under one or more
+ - contributor license agreements.  See the NOTICE file distributed with
+ - this work for additional information regarding copyright ownership.
+ - The ASF licenses this file to You under the Apache License, Version 2.0
+ - (the "License"); you may not use this file except in compliance with
+ - the License.  You may obtain a copy of the License at
+ -
+ -   http://www.apache.org/licenses/LICENSE-2.0
+ -
+ - Unless required by applicable law or agreed to in writing, software
+ - distributed under the License is distributed on an "AS IS" BASIS,
+ - WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ - See the License for the specific language governing permissions and
+ - limitations under the License.
+ -->
+
+# Expression DSL
+
+The PyIceberg library provides a powerful expression DSL (Domain Specific Language) for building complex row filter expressions. This guide will help you understand how to use the expression DSL effectively. This DSL allows you to build type-safe expressions for use in the `row_filter` scan argument.
+
+They are composed of terms, predicates, and logical operators.
+
+## Basic Concepts
+
+### Terms
+
+Terms are the basic building blocks of expressions. They represent references to fields in your data:
+
+```python
+from pyiceberg.expressions import Reference
+
+# Create a reference to a field named "age"
+age_field = Reference("age")
+```
+
+### Predicates
+
+Predicates are expressions that evaluate to a boolean value. They can be combined using logical operators.
+
+#### Literal Predicates
+
+```python
+from pyiceberg.expressions import EqualTo, NotEqualTo, LessThan, LessThanOrEqual, GreaterThan, GreaterThanOrEqual
+
+# age equals 18
+age_equals_18 = EqualTo("age", 18)
+
+# age is not equal to 18
+age_not_equals_18 = NotEqualTo("age", 18)
+
+# age is less than 18
+age_less_than_18 = LessThan("age", 18)
+
+# Less than or equal to
+age_less_than_or_equal_18 = LessThanOrEqual("age", 18)
+
+# Greater than
+age_greater_than_18 = GreaterThan("age", 18)
+
+# Greater than or equal to
+age_greater_than_or_equal_18 = GreaterThanOrEqual("age", 18)
+```
+
+#### Set Predicates
+
+```python
+from pyiceberg.expressions import In, NotIn
+
+# age is one of 18, 19, 20
+age_in_set = In("age", [18, 19, 20])
+
+# age is not 18, 19, oer 20
+age_not_in_set = NotIn("age", [18, 19, 20])
+```
+
+#### Unary Predicates
+
+```python
+from pyiceberg.expressions import IsNull, NotNull
+
+# Is null
+name_is_null = IsNull("name")
+
+# Is not null
+name_is_not_null = NotNull("name")
+```
+
+#### String Predicates
+
+```python
+from pyiceberg.expressions import StartsWith, NotStartsWith
+
+# TRUE for 'Johnathan', FALSE for 'Johan'
+name_starts_with = StartsWith("name", "John")
+
+# FALSE for 'Johnathan', TRUE for 'Johan'
+name_not_starts_with = NotStartsWith("name", "John")
+```
+
+### Logical Operators
+
+You can combine predicates using logical operators:
+
+```python
+from pyiceberg.expressions import And, Or, Not
+
+# TRUE for 25, FALSE for 67 and 15
+age_between = And(
+    GreaterThanOrEqual("age", 18),
+    LessThanOrEqual("age", 65)
+)
+
+# FALSE for 25, TRUE for 67 and 15
+age_outside = Or(
+    LessThan("age", 18),
+    GreaterThan("age", 65)
+)
+
+# NOT operator
+not_adult = Not(GreaterThanOrEqual("age", 18))
+```
+
+## Advanced Usage
+
+### Complex Expressions
+
+You can build complex expressions by combining multiple predicates and operators:
+
+```python
+from pyiceberg.expressions import And, Or, Not, EqualTo, GreaterThan, LessThan, In
+
+# (age >= 18 AND age <= 65) AND (status = 'active' OR status = 'pending')
+complex_filter = And(
+    And(
+        GreaterThanOrEqual("age", 18),
+        LessThanOrEqual("age", 65)
+    ),
+    Or(
+        EqualTo("status", "active"),
+        EqualTo("status", "pending")
+    )
+)
+
+# NOT (age < 18 OR age > 65)
+age_in_range = Not(
+    Or(
+        LessThan("age", 18),
+        GreaterThan("age", 65)
+    )
+)
+```
+
+### Type Safety
+
+The expression DSL provides type safety through Python's type system. When you create expressions, the types are checked at runtime:
+
+```python
+from pyiceberg.expressions import EqualTo
+
+# This will work
+age_equals_18 = EqualTo("age", 18)
+
+# This will raise a TypeError if the field type doesn't match
+age_equals_18 = EqualTo("age", "18")  # Will fail if age is an integer field
+```
+
+## Best Practices
+
+1. **Use Type Hints**: Always use type hints when working with expressions to catch type-related errors early.
+
+2. **Break Down Complex Expressions**: For complex expressions, break them down into smaller, more manageable parts:
+
+```python
+# Instead of this:
+complex_filter = And(
+    And(
+        GreaterThanOrEqual("age", 18),
+        LessThanOrEqual("age", 65)
+    ),
+    Or(
+        EqualTo("status", "active"),
+        EqualTo("status", "pending")
+    )
+)
+
+# Do this:
+age_range = And(
+    GreaterThanOrEqual("age", 18),
+    LessThanOrEqual("age", 65)
+)
+
+status_filter = Or(
+    EqualTo("status", "active"),
+    EqualTo("status", "pending")
+)
+
+complex_filter = And(age_range, status_filter)
+```
+
+## Common Pitfalls
+
+1. **Null Handling**: Be careful when using `IsNull` and `NotNull` predicates with required fields. The expression DSL will automatically optimize these cases:
+   - `IsNull` (and `IsNaN` for doubles/floats) on a required field will always return `False`
+   - `NotNull` (and `NotNaN` for doubles/floats) on a required field will always return `True`
+
+2. **String Comparisons**: When using string predicates like `StartsWith`, ensure that the field type is actually a string type.
+
+## Examples
+
+Here are some practical examples of using the expression DSL:
+
+### Basic Filtering
+
+```python
+
+from datetime import datetime
+from pyiceberg.expressions import (
+    And,
+    EqualTo,
+    GreaterThanOrEqual,
+    LessThanOrEqual,
+    GreaterThan,
+    In
+)
+
+active_adult_users_filter = And(
+    EqualTo("status", "active"),
+    GreaterThanOrEqual("age", 18)
+)
+
+
+high_value_customers = And(
+    GreaterThan("total_spent", 1000),
+    In("membership_level", ["gold", "platinum"])
+)
+
+date_range_filter = And(
+    GreaterThanOrEqual("created_at", datetime(2024, 1, 1)),
+    LessThanOrEqual("created_at", datetime(2024, 12, 31))
+)
+```
+
+### Multi-Condition Filter
+
+```python
+from pyiceberg.expressions import And, Or, Not, EqualTo, GreaterThan
+
+complex_filter = And(
+    Not(EqualTo("status", "deleted")),
+    Or(
+        And(
+            EqualTo("type", "premium"),
+            GreaterThan("subscription_months", 12)
+        ),
+        EqualTo("type", "enterprise")
+    )
+)
+```
\ No newline at end of file
diff --git a/mkdocs/docs/row-filter-syntax.md b/mkdocs/docs/row-filter-syntax.md
new file mode 100644
index 0000000000..45ce195e53
--- /dev/null
+++ b/mkdocs/docs/row-filter-syntax.md
@@ -0,0 +1,172 @@
+<!--
+ - Licensed to the Apache Software Foundation (ASF) under one or more
+ - contributor license agreements.  See the NOTICE file distributed with
+ - this work for additional information regarding copyright ownership.
+ - The ASF licenses this file to You under the Apache License, Version 2.0
+ - (the "License"); you may not use this file except in compliance with
+ - the License.  You may obtain a copy of the License at
+ -
+ -   http://www.apache.org/licenses/LICENSE-2.0
+ -
+ - Unless required by applicable law or agreed to in writing, software
+ - distributed under the License is distributed on an "AS IS" BASIS,
+ - WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ - See the License for the specific language governing permissions and
+ - limitations under the License.
+ -->
+
+# Row Filter Syntax
+
+In addtion to the primary [Expression DSL](expression-dsl.md), PyIceberg provides a string-based statement interface for filtering rows in Iceberg tables. This guide explains the syntax and provides examples for supported operations.
+
+The row filter syntax is designed to be similar to SQL WHERE clauses. Here are the basic components:
+
+### Column References
+
+Columns can be referenced using either unquoted or quoted identifiers:
+
+```sql
+column_name
+"column.name"
+```
+
+### Literals
+
+The following literal types are supported:
+
+- Strings: `'hello world'`
+- Numbers: `42`, `-42`, `3.14`
+- Booleans: `true`, `false` (case insensitive)
+
+## Comparison Operations
+
+### Basic Comparisons
+
+```sql
+column = 42
+column != 42
+column > 42
+column >= 42
+column < 42
+column <= 42
+```
+
+!!! note
+    The `==` operator is an alias for `=` and `<>` is an alias for `!=`
+
+### String Comparisons
+
+```sql
+column = 'hello'
+column != 'world'
+```
+
+## NULL Checks
+
+Check for NULL values using the `IS NULL` and `IS NOT NULL` operators:
+
+```sql
+column IS NULL
+column IS NOT NULL
+```
+
+## NaN Checks
+
+For floating-point columns, you can check for NaN values:
+
+```sql
+column IS NAN
+column IS NOT NAN
+```
+
+## IN and NOT IN
+
+Check if a value is in a set of values:
+
+```sql
+column IN ('a', 'b', 'c')
+column NOT IN (1, 2, 3)
+```
+
+## LIKE Operations
+
+The LIKE operator supports pattern matching with a wildcard `%` at the end of the string:
+
+```sql
+column LIKE 'prefix%'
+column NOT LIKE 'prefix%'
+```
+
+!!! important
+    The `%` wildcard is only supported at the end of the pattern. Using it in the middle or beginning of the pattern will raise an error.
+
+## Logical Operations
+
+Combine multiple conditions using logical operators:
+
+```sql
+column1 = 42 AND column2 = 'hello'
+column1 > 0 OR column2 IS NULL
+NOT (column1 = 42)
+```
+
+!!! tip
+    Parentheses can be used to group logical operations for clarity:
+    ```sql
+    (column1 = 42 AND column2 = 'hello') OR column3 IS NULL
+    ```
+
+## Complete Examples
+
+Here are some complete examples showing how to combine different operations:
+
+```sql
+-- Complex filter with multiple conditions
+status = 'active' AND age > 18 AND NOT (country IN ('US', 'CA'))
+
+-- Filter with string pattern matching
+name LIKE 'John%' AND age >= 21
+
+-- Filter with NULL checks and numeric comparisons
+price IS NOT NULL AND price > 100 AND quantity > 0
+
+-- Filter with multiple logical operations
+(status = 'pending' OR status = 'processing') AND NOT (priority = 'low')
+```
+
+## Common Pitfalls
+
+1. **String Quoting**: Always use single quotes for string literals. Double quotes are reserved for column identifiers.
+   ```sql
+   -- Correct
+   name = 'John'
+
+   -- Incorrect
+   name = "John"
+   ```
+
+2. **Wildcard Usage**: The `%` wildcard in LIKE patterns can only appear at the end.
+   ```sql
+   -- Correct
+   name LIKE 'John%'
+
+   -- Incorrect (will raise an error)
+   name LIKE '%John%'
+   ```
+
+3. **Case Sensitivity**: Boolean literals (`true`/`false`) are case insensitive, but string comparisons are case sensitive.
+   ```sql
+   -- All valid
+   is_active = true
+   is_active = TRUE
+   is_active = True
+
+   -- Case sensitive
+   status = 'Active'  -- Will not match 'active'
+   ```
+
+## Best Practices
+
+1. For complex use cases, use the primary [Expression DSL](expression-dsl.md)
+2. When using multiple conditions, consider the order of operations (NOT > AND > OR)
+3. For string comparisons, be consistent with case usage
\ No newline at end of file

From 5de0ebc16696f94b34b17494290945761bbe0e1f Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Fri, 4 Jul 2025 15:22:09 +0200
Subject: [PATCH 261/357] Fix the CI (#2171)

---
 mkdocs/docs/expression-dsl.md    |  2 +-
 mkdocs/docs/row-filter-syntax.md | 11 +++++++----
 2 files changed, 8 insertions(+), 5 deletions(-)

diff --git a/mkdocs/docs/expression-dsl.md b/mkdocs/docs/expression-dsl.md
index e8d551d0e6..7dd8b5137b 100644
--- a/mkdocs/docs/expression-dsl.md
+++ b/mkdocs/docs/expression-dsl.md
@@ -256,4 +256,4 @@ complex_filter = And(
         EqualTo("type", "enterprise")
     )
 )
-```
\ No newline at end of file
+```
diff --git a/mkdocs/docs/row-filter-syntax.md b/mkdocs/docs/row-filter-syntax.md
index 45ce195e53..2191b9fd4a 100644
--- a/mkdocs/docs/row-filter-syntax.md
+++ b/mkdocs/docs/row-filter-syntax.md
@@ -17,11 +17,11 @@
 
 # Row Filter Syntax
 
-In addtion to the primary [Expression DSL](expression-dsl.md), PyIceberg provides a string-based statement interface for filtering rows in Iceberg tables. This guide explains the syntax and provides examples for supported operations.
+In addition to the primary [Expression DSL](expression-dsl.md), PyIceberg provides a string-based statement interface for filtering rows in Iceberg tables. This guide explains the syntax and provides examples for supported operations.
 
 The row filter syntax is designed to be similar to SQL WHERE clauses. Here are the basic components:
 
-### Column References
+## Column References
 
 Columns can be referenced using either unquoted or quoted identifiers:
 
@@ -30,7 +30,7 @@ column_name
 "column.name"
 ```
 
-### Literals
+## Literals
 
 The following literal types are supported:
 
@@ -137,6 +137,7 @@ price IS NOT NULL AND price > 100 AND quantity > 0
 ## Common Pitfalls
 
 1. **String Quoting**: Always use single quotes for string literals. Double quotes are reserved for column identifiers.
+
    ```sql
    -- Correct
    name = 'John'
@@ -146,6 +147,7 @@ price IS NOT NULL AND price > 100 AND quantity > 0
    ```
 
 2. **Wildcard Usage**: The `%` wildcard in LIKE patterns can only appear at the end.
+
    ```sql
    -- Correct
    name LIKE 'John%'
@@ -155,6 +157,7 @@ price IS NOT NULL AND price > 100 AND quantity > 0
    ```
 
 3. **Case Sensitivity**: Boolean literals (`true`/`false`) are case insensitive, but string comparisons are case sensitive.
+
    ```sql
    -- All valid
    is_active = true
@@ -169,4 +172,4 @@ price IS NOT NULL AND price > 100 AND quantity > 0
 
 1. For complex use cases, use the primary [Expression DSL](expression-dsl.md)
 2. When using multiple conditions, consider the order of operations (NOT > AND > OR)
-3. For string comparisons, be consistent with case usage
\ No newline at end of file
+3. For string comparisons, be consistent with case usage

From 9a3be334b50d4693c59342359341321081614266 Mon Sep 17 00:00:00 2001
From: Kevin Liu <kevinjqliu@users.noreply.github.com>
Date: Sun, 6 Jul 2025 12:37:44 -0700
Subject: [PATCH 262/357] add iceberg datafusion integration (#2075)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change
- Added pyiceberg table integration so that pyiceberg `Table` can be
pass in directly to datafusion's `register_table_provider`
- Added `datafusion` as a optional dependency
- Added docs for the integration:


<img width="1279" alt="Screenshot 2025-07-06 at 10 59 44 AM"
src="https://github.com/user-attachments/assets/f41f08e6-dd41-4012-ad96-2eaae805d28e"
/>


# Are these changes tested?
Yes

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 mkdocs/docs/api.md             | 63 +++++++++++++++++++++++++++++++++
 poetry.lock                    | 42 +++++++++++-----------
 pyiceberg/table/__init__.py    | 46 ++++++++++++++++++++++++
 pyproject.toml                 |  3 +-
 tests/table/test_datafusion.py | 64 ++++++++++++++++++++++++++++++++++
 5 files changed, 197 insertions(+), 21 deletions(-)
 create mode 100644 tests/table/test_datafusion.py

diff --git a/mkdocs/docs/api.md b/mkdocs/docs/api.md
index d84c82ec2a..448993b4f6 100644
--- a/mkdocs/docs/api.md
+++ b/mkdocs/docs/api.md
@@ -1758,3 +1758,66 @@ shape: (11, 4)
 │ 21        ┆ 566         ┆ Incorrect billing amount   ┆ 2022-04-17 10:53:20 │
 └───────────┴─────────────┴────────────────────────────┴─────────────────────┘
 ```
+
+### Apache DataFusion
+
+PyIceberg integrates with [Apache DataFusion](https://datafusion.apache.org/) through the Custom Table Provider interface ([FFI_TableProvider](https://datafusion.apache.org/python/user-guide/io/table_provider.html)) exposed through `iceberg-rust`.
+
+<!-- prettier-ignore-start -->
+
+!!! note "Requirements"
+    This requires [`datafusion` to be installed](index.md).
+
+<!-- prettier-ignore-end -->
+
+<!-- markdownlint-disable MD046 -- Allowing indented multi-line formatting in admonition-->
+
+!!! warning "Experimental Feature"
+    The DataFusion integration is considered **experimental**.
+
+    The integration has a few caveats:
+
+    - Only works with `datafusion >= 45`
+    - Depends directly on `iceberg-rust` instead of PyIceberg's implementation
+    - Has limited features compared to the full PyIceberg API
+
+    The integration will improve as both DataFusion and `iceberg-rust` matures.
+
+<!-- markdownlint-enable MD046 -->
+
+PyIceberg tables can be registered directly with DataFusion's SessionContext using the table provider interface.
+
+```python
+from datafusion import SessionContext
+from pyiceberg.catalog import load_catalog
+import pyarrow as pa
+
+# Load catalog and create/load a table
+catalog = load_catalog("catalog", type="in-memory")
+catalog.create_namespace_if_not_exists("default")
+
+# Create some sample data
+data = pa.table({"x": [1, 2, 3], "y": [4, 5, 6]})
+iceberg_table = catalog.create_table("default.test", schema=data.schema)
+iceberg_table.append(data)
+
+# Register the table with DataFusion
+ctx = SessionContext()
+ctx.register_table_provider("test", iceberg_table)
+
+# Query the table using DataFusion SQL
+ctx.table("test").show()
+```
+
+This will output:
+
+```python
+DataFrame()
++---+---+
+| x | y |
++---+---+
+| 1 | 4 |
+| 2 | 5 |
+| 3 | 6 |
++---+---+
+```
diff --git a/poetry.lock b/poetry.lock
index 889b3abe7a..6aae0c58b0 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -59,7 +59,7 @@ description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -72,7 +72,7 @@ description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "aiohttp-3.12.13-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5421af8f22a98f640261ee48aae3a37f0c41371e99412d55eaf2f8a46d5dad29"},
     {file = "aiohttp-3.12.13-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0fcda86f6cb318ba36ed8f1396a6a4a3fd8f856f84d426584392083d10da4de0"},
@@ -202,7 +202,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
+markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -268,7 +268,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version <= \"3.10\""
+markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version <= \"3.10\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -285,7 +285,7 @@ files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
-markers = {main = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"}
+markers = {main = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"}
 
 [package.extras]
 benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
@@ -488,7 +488,7 @@ files = [
     {file = "boto3-1.38.27-py3-none-any.whl", hash = "sha256:95f5fe688795303a8a15e8b7e7f255cadab35eae459d00cc281a4fd77252ea80"},
     {file = "boto3-1.38.27.tar.gz", hash = "sha256:94bd7fdd92d5701b362d4df100d21e28f8307a67ff56b6a8b0398119cf22f859"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.38.27,<1.39.0"
@@ -509,7 +509,7 @@ files = [
     {file = "botocore-1.38.27-py3-none-any.whl", hash = "sha256:a785d5e9a5eda88ad6ab9ed8b87d1f2ac409d0226bba6ff801c55359e94d91a8"},
     {file = "botocore-1.38.27.tar.gz", hash = "sha256:9788f7efe974328a38cbade64cc0b1e67d27944b899f88cb786ae362973133b6"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -1160,9 +1160,10 @@ files = [
 name = "datafusion"
 version = "47.0.0"
 description = "Build and run queries against data"
-optional = false
+optional = true
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["main"]
+markers = "extra == \"datafusion\""
 files = [
     {file = "datafusion-47.0.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:ccd83a8e49fb39be06ddfa87023200a9ddc93d181247654ac951fa5720219d08"},
     {file = "datafusion-47.0.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:43677e6284b165727031aec14d4beaa97296e991960293c61dcb66a3a9ce59b8"},
@@ -1473,7 +1474,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
+markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
 files = [
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cc4df77d638aa2ed703b878dd093725b72a824c3c546c076e8fdf276f78ee84a"},
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:716a9973a2cc963160394f701964fe25012600f3d311f60c790400b00e568b61"},
@@ -2247,7 +2248,7 @@ files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [[package]]
 name = "joserfc"
@@ -3037,7 +3038,7 @@ description = "multidict implementation"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "multidict-6.6.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cfd9c74d337e710d7ee26e72a7dbedbd60e0c58d3df7c5ccbb748857e977783c"},
     {file = "multidict-6.6.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9d2c5867a1bd182041a950e9ec3dd3622926260434655bd5d94a62d889100787"},
@@ -3769,7 +3770,7 @@ description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:22d9962a358aedbb7a2e36187ff273adeaab9743373a272976d2e348d08c7770"},
     {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0d0fda578d1dc3f77b6b5a5dce3b9ad69a8250a891760a548df850a5e8da87f3"},
@@ -4036,9 +4037,10 @@ files = [
 name = "pyarrow"
 version = "20.0.0"
 description = "Python library for Apache Arrow"
-optional = false
+optional = true
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["main"]
+markers = "extra == \"pyarrow\" or extra == \"pandas\" or extra == \"duckdb\" or extra == \"ray\" or extra == \"daft\" or extra == \"datafusion\""
 files = [
     {file = "pyarrow-20.0.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:c7dd06fd7d7b410ca5dc839cc9d485d2bc4ae5240851bcd45d85105cc90a47d7"},
     {file = "pyarrow-20.0.0-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:d5382de8dc34c943249b01c19110783d0d64b207167c728461add1ecc2db88e4"},
@@ -4096,7 +4098,6 @@ files = [
     {file = "pyarrow-20.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:9965a050048ab02409fb7cbbefeedba04d3d67f2cc899eff505cc084345959ca"},
     {file = "pyarrow-20.0.0.tar.gz", hash = "sha256:febc4a913592573c8d5805091a6c2b5064c8bd6e002131f01061797d91c783c1"},
 ]
-markers = {main = "extra == \"daft\" or extra == \"duckdb\" or extra == \"pandas\" or extra == \"pyarrow\" or extra == \"ray\""}
 
 [package.extras]
 test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
@@ -5225,7 +5226,7 @@ files = [
     {file = "s3transfer-0.13.0-py3-none-any.whl", hash = "sha256:0148ef34d6dd964d0d8cf4311b2b21c474693e57c2e069ec708ce043d2b527be"},
     {file = "s3transfer-0.13.0.tar.gz", hash = "sha256:f5e6db74eb7776a37208001113ea7aa97695368242b364d73e91c981ac522177"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.37.4,<2.0a.0"
@@ -5733,7 +5734,7 @@ description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"daft\" or extra == \"hf\""
+markers = "extra == \"hf\" or extra == \"daft\""
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -6018,7 +6019,7 @@ description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6032e6da6abd41e4acda34d75a816012717000fa6839f37124a47fcefc49bec4"},
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2c7b34d804b8cf9b214f05015c4fee2ebe7ed05cf581e7192c06555c71f4446a"},
@@ -6269,6 +6270,7 @@ cffi = ["cffi (>=1.11)"]
 [extras]
 adlfs = ["adlfs"]
 daft = ["getdaft"]
+datafusion = ["datafusion"]
 duckdb = ["duckdb", "pyarrow"]
 dynamodb = ["boto3"]
 gcsfs = ["gcsfs"]
@@ -6291,4 +6293,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "c2f45d4d591caedd7d513922884de881cf4ef30a8b431a5ceb6bb9e56711a669"
+content-hash = "c3676c4f64eeafe88af2acf9ec7428258a8ef1a92320091f2225865bffbecb6f"
diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index 07602c9ee5..1dc7a29cc1 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -143,6 +143,7 @@
     import pyarrow as pa
     import ray
     from duckdb import DuckDBPyConnection
+    from pyiceberg_core.datafusion import IcebergDataFusionTable
 
     from pyiceberg.catalog import Catalog
 
@@ -1494,6 +1495,51 @@ def to_polars(self) -> pl.LazyFrame:
 
         return pl.scan_iceberg(self)
 
+    def __datafusion_table_provider__(self) -> "IcebergDataFusionTable":
+        """Return the DataFusion table provider PyCapsule interface.
+
+        To support DataFusion features such as push down filtering, this function will return a PyCapsule
+        interface that conforms to the FFI Table Provider required by DataFusion. From an end user perspective
+        you should not need to call this function directly. Instead you can use ``register_table_provider`` in
+        the DataFusion SessionContext.
+
+        Returns:
+            A PyCapsule DataFusion TableProvider interface.
+
+        Example:
+            ```python
+            from datafusion import SessionContext
+            from pyiceberg.catalog import load_catalog
+            import pyarrow as pa
+            catalog = load_catalog("catalog", type="in-memory")
+            catalog.create_namespace_if_not_exists("default")
+            data = pa.table({"x": [1, 2, 3], "y": [4, 5, 6]})
+            iceberg_table = catalog.create_table("default.test", schema=data.schema)
+            iceberg_table.append(data)
+            ctx = SessionContext()
+            ctx.register_table_provider("test", iceberg_table)
+            ctx.table("test").show()
+            ```
+            Results in
+            ```
+            DataFrame()
+            +---+---+
+            | x | y |
+            +---+---+
+            | 1 | 4 |
+            | 2 | 5 |
+            | 3 | 6 |
+            +---+---+
+            ```
+        """
+        from pyiceberg_core.datafusion import IcebergDataFusionTable
+
+        return IcebergDataFusionTable(
+            identifier=self.name(),
+            metadata_location=self.metadata_location,
+            file_io_properties=self.io.properties,
+        ).__datafusion_table_provider__()
+
 
 class StaticTable(Table):
     """Load a table directly from a metadata file (i.e., without using a catalog)."""
diff --git a/pyproject.toml b/pyproject.toml
index 4e479e9d0e..a680df1d30 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -84,6 +84,7 @@ pyiceberg-core = { version = "^0.5.1", optional = true }
 polars = { version = "^1.21.0", optional = true }
 thrift-sasl = { version = ">=0.4.3", optional = true }
 kerberos = {version = "^1.3.1", optional = true}
+datafusion = { version = ">=45", optional = true }
 
 [tool.poetry.group.dev.dependencies]
 pytest = "7.4.4"
@@ -99,7 +100,6 @@ pytest-mock = "3.14.1"
 pyspark = "3.5.6"
 cython = "3.1.2"
 deptry = ">=0.14,<0.24"
-datafusion = ">=44,<48"
 docutils = "!=0.21.post1"   # https://github.com/python-poetry/poetry/issues/9248#issuecomment-2026240520
 mypy-boto3-glue = ">=1.28.18"
 mypy-boto3-dynamodb = ">=1.28.18"
@@ -314,6 +314,7 @@ gcsfs = ["gcsfs"]
 rest-sigv4 = ["boto3"]
 hf = ["huggingface-hub"]
 pyiceberg-core = ["pyiceberg-core"]
+datafusion = ["datafusion"]
 
 [tool.pytest.ini_options]
 markers = [
diff --git a/tests/table/test_datafusion.py b/tests/table/test_datafusion.py
new file mode 100644
index 0000000000..d9fa3e1e7b
--- /dev/null
+++ b/tests/table/test_datafusion.py
@@ -0,0 +1,64 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+
+from pathlib import Path
+
+import pyarrow as pa
+import pytest
+from datafusion import SessionContext
+
+from pyiceberg.catalog import Catalog, load_catalog
+
+
+@pytest.fixture(scope="session")
+def warehouse(tmp_path_factory: pytest.TempPathFactory) -> Path:
+    return tmp_path_factory.mktemp("warehouse")
+
+
+@pytest.fixture(scope="session")
+def catalog(warehouse: Path) -> Catalog:
+    catalog = load_catalog(
+        "default",
+        uri=f"sqlite:///{warehouse}/pyiceberg_catalog.db",
+        warehouse=f"file://{warehouse}",
+    )
+    return catalog
+
+
+def test_datafusion_register_pyiceberg_table(catalog: Catalog, arrow_table_with_null: pa.Table) -> None:
+    catalog.create_namespace_if_not_exists("default")
+    iceberg_table = catalog.create_table_if_not_exists(
+        "default.dataset",
+        schema=arrow_table_with_null.schema,
+    )
+    iceberg_table.append(arrow_table_with_null)
+
+    ctx = SessionContext()
+    ctx.register_table_provider("test", iceberg_table)
+
+    datafusion_table = ctx.table("test")
+    assert datafusion_table is not None
+
+    assert datafusion_table.to_arrow_table().to_pylist() == iceberg_table.scan().to_arrow().to_pylist()
+
+    from pandas.testing import assert_frame_equal
+
+    assert_frame_equal(
+        datafusion_table.to_arrow_table().to_pandas(),
+        iceberg_table.scan().to_arrow().to_pandas(),
+    )

From c1c910e819ce82265fe3d593d499ec5322911712 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Sun, 6 Jul 2025 22:05:53 +0200
Subject: [PATCH 263/357] Cleanup in `expression-dsl.md` (#2168)

<!--
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<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
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# Are there any user-facing changes?

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---
 mkdocs/docs/expression-dsl.md | 19 ++-----------------
 1 file changed, 2 insertions(+), 17 deletions(-)

diff --git a/mkdocs/docs/expression-dsl.md b/mkdocs/docs/expression-dsl.md
index 7dd8b5137b..cf5784dd2e 100644
--- a/mkdocs/docs/expression-dsl.md
+++ b/mkdocs/docs/expression-dsl.md
@@ -17,7 +17,7 @@
 
 # Expression DSL
 
-The PyIceberg library provides a powerful expression DSL (Domain Specific Language) for building complex row filter expressions. This guide will help you understand how to use the expression DSL effectively. This DSL allows you to build type-safe expressions for use in the `row_filter` scan argument.
+The PyIceberg library provides a powerful expression Domain Specific Language (DSL) for building complex row filter expressions. This guide will help you understand how to use the expression DSL effectively. This DSL allows you to build type-safe expressions for use in the `row_filter` scan argument.
 
 They are composed of terms, predicates, and logical operators.
 
@@ -151,20 +151,6 @@ age_in_range = Not(
 )
 ```
 
-### Type Safety
-
-The expression DSL provides type safety through Python's type system. When you create expressions, the types are checked at runtime:
-
-```python
-from pyiceberg.expressions import EqualTo
-
-# This will work
-age_equals_18 = EqualTo("age", 18)
-
-# This will raise a TypeError if the field type doesn't match
-age_equals_18 = EqualTo("age", "18")  # Will fail if age is an integer field
-```
-
 ## Best Practices
 
 1. **Use Type Hints**: Always use type hints when working with expressions to catch type-related errors early.
@@ -204,7 +190,7 @@ complex_filter = And(age_range, status_filter)
    - `IsNull` (and `IsNaN` for doubles/floats) on a required field will always return `False`
    - `NotNull` (and `NotNaN` for doubles/floats) on a required field will always return `True`
 
-2. **String Comparisons**: When using string predicates like `StartsWith`, ensure that the field type is actually a string type.
+2. **String Comparisons**: When using string predicates like `StartsWith`, ensure that the field type is a string type.
 
 ## Examples
 
@@ -213,7 +199,6 @@ Here are some practical examples of using the expression DSL:
 ### Basic Filtering
 
 ```python
-
 from datetime import datetime
 from pyiceberg.expressions import (
     And,

From 309872bfc3d444dd247c0ae8ba7631fcc7520cde Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Sun, 6 Jul 2025 22:08:22 +0200
Subject: [PATCH 264/357] Docs: Condens Python API docs (#2139)

I noticed that the docs needed some TLC.

- Collapsed some lines to make it more compact.
- Avoid imports where possible (eg transforms).
- Update docs.
- Add an example of the `to_arrow_batch_reader` earlier in the docs.

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${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->

---------

Co-authored-by: Jayce Slesar <47452474+jayceslesar@users.noreply.github.com>
---
 mkdocs/docs/api.md | 141 +++++++++++++++------------------------------
 1 file changed, 47 insertions(+), 94 deletions(-)

diff --git a/mkdocs/docs/api.md b/mkdocs/docs/api.md
index 448993b4f6..b8a6ea45c2 100644
--- a/mkdocs/docs/api.md
+++ b/mkdocs/docs/api.md
@@ -24,7 +24,7 @@ hide:
 
 # Python API
 
-PyIceberg is based around catalogs to load tables. First step is to instantiate a catalog that loads tables. Let's use the following configuration to define a catalog called `prod`:
+(Py)Iceberg is [catalog](https://iceberg.apache.org/terms/#catalog) centric. Meaning that reading/writing data goes via a catalog. First step is to instantiate a catalog to load a table. Let's use the following configuration in `.pyiceberg.yaml` to define a REST catalog called `prod`:
 
 ```yaml
 catalog:
@@ -33,7 +33,7 @@ catalog:
     credential: t-1234:secret
 ```
 
-Note that multiple catalogs can be defined in the same `.pyiceberg.yaml`:
+Note that multiple catalogs can be defined in the same `.pyiceberg.yaml`, for example, in the case of a Hive and REST catalog:
 
 ```yaml
 catalog:
@@ -47,13 +47,11 @@ catalog:
     warehouse: my-warehouse
 ```
 
-and loaded in python by calling `load_catalog(name="hive")` and `load_catalog(name="rest")`.
+The different catalogs can be loaded in PyIceberg by their name: `load_catalog(name="hive")` and `load_catalog(name="rest")`. An overview of the configuration options can be found on the [configuration page](https://py.iceberg.apache.org/configuration/).
 
 This information must be placed inside a file called `.pyiceberg.yaml` located either in the `$HOME` or `%USERPROFILE%` directory (depending on whether the operating system is Unix-based or Windows-based, respectively), in the current working directory, or in the `$PYICEBERG_HOME` directory (if the corresponding environment variable is set).
 
-For more details on possible configurations refer to the [specific page](https://py.iceberg.apache.org/configuration/).
-
-Then load the `prod` catalog:
+It is also possible to load a catalog without using a `.pyiceberg.yaml` by passing in the properties directly:
 
 ```python
 from pyiceberg.catalog import load_catalog
@@ -70,13 +68,13 @@ catalog = load_catalog(
 )
 ```
 
-Let's create a namespace:
+Next, create a namespace:
 
 ```python
 catalog.create_namespace("docs_example")
 ```
 
-And then list them:
+Or, list existing namespaces:
 
 ```python
 ns = catalog.list_namespaces()
@@ -84,12 +82,6 @@ ns = catalog.list_namespaces()
 assert ns == [("docs_example",)]
 ```
 
-And then list tables in the namespace:
-
-```python
-catalog.list_tables("docs_example")
-```
-
 ## Create a table
 
 To create a table from a catalog:
@@ -123,24 +115,21 @@ schema = Schema(
 )
 
 from pyiceberg.partitioning import PartitionSpec, PartitionField
-from pyiceberg.transforms import DayTransform
 
 partition_spec = PartitionSpec(
     PartitionField(
-        source_id=1, field_id=1000, transform=DayTransform(), name="datetime_day"
+        source_id=1, field_id=1000, transform="day", name="datetime_day"
     )
 )
 
 from pyiceberg.table.sorting import SortOrder, SortField
-from pyiceberg.transforms import IdentityTransform
 
 # Sort on the symbol
-sort_order = SortOrder(SortField(source_id=2, transform=IdentityTransform()))
+sort_order = SortOrder(SortField(source_id=2, transform='identity'))
 
 catalog.create_table(
     identifier="docs_example.bids",
     schema=schema,
-    location="s3://pyiceberg",
     partition_spec=partition_spec,
     sort_order=sort_order,
 )
@@ -153,13 +142,11 @@ To create a table using a pyarrow schema:
 ```python
 import pyarrow as pa
 
-schema = pa.schema(
-    [
+schema = pa.schema([
         pa.field("foo", pa.string(), nullable=True),
         pa.field("bar", pa.int32(), nullable=False),
         pa.field("baz", pa.bool_(), nullable=True),
-    ]
-)
+])
 
 catalog.create_table(
     identifier="docs_example.bids",
@@ -167,18 +154,12 @@ catalog.create_table(
 )
 ```
 
-To create a table with some subsequent changes atomically in a transaction:
+Another API to create a table is using the `create_table_transaction`. This follows the same APIs when making updates to a table. This is a friendly API for both setting the partition specification and sort-order, because you don't have to deal with field-IDs.
 
 ```python
-with catalog.create_table_transaction(
-    identifier="docs_example.bids",
-    schema=schema,
-    location="s3://pyiceberg",
-    partition_spec=partition_spec,
-    sort_order=sort_order,
-) as txn:
+with catalog.create_table_transaction(identifier="docs_example.bids", schema=schema) as txn:
     with txn.update_schema() as update_schema:
-        update_schema.add_column(path="new_column", field_type=StringType())
+        update_schema.add_column(path="new_column", field_type='string')
 
     with txn.update_spec() as update_spec:
         update_spec.add_identity("symbol")
@@ -188,6 +169,8 @@ with catalog.create_table_transaction(
 
 ## Load a table
 
+There are two ways of reading an Iceberg table; through a catalog, and by pointing at the Iceberg metadata directly. Reading through a catalog is preferred, and directly pointing at the metadata is read-only.
+
 ### Catalog table
 
 Loading the `bids` table:
@@ -203,7 +186,7 @@ This returns a `Table` that represents an Iceberg table that can be queried and
 
 ### Static table
 
-To load a table directly from a metadata file (i.e., **without** using a catalog), you can use a `StaticTable` as follows:
+To load a table directly from a `metadata.json` file (i.e., **without** using a catalog), you can use a `StaticTable` as follows:
 
 ```python
 from pyiceberg.table import StaticTable
@@ -213,16 +196,13 @@ static_table = StaticTable.from_metadata(
 )
 ```
 
-The static-table is considered read-only.
-
-Alternatively, if your table metadata directory contains a `version-hint.text` file, you can just specify
-the table root path, and the latest metadata file will be picked automatically.
+The static-table does not allow for write operations. If your table metadata directory contains a `version-hint.text` file, you can just specify  the table root path, and the latest `metadata.json` file will be resolved automatically:
 
 ```python
 from pyiceberg.table import StaticTable
 
 static_table = StaticTable.from_metadata(
-    "s3://warehouse/wh/nyc.db/taxis
+    "s3://warehouse/wh/nyc.db/taxis"
 )
 ```
 
@@ -236,9 +216,9 @@ catalog.table_exists("docs_example.bids")
 
 Returns `True` if the table already exists.
 
-## Write support
+## Write to a table
 
-With PyIceberg 0.6.0 write support is added through Arrow. Let's consider an Arrow Table:
+Reading and writing is being done using [Apache Arrow](https://arrow.apache.org/). Arrow is an in-memory columnar format for fast data interchange and in-memory analytics. Let's consider the following Arrow Table:
 
 ```python
 import pyarrow as pa
@@ -253,31 +233,22 @@ df = pa.Table.from_pylist(
 )
 ```
 
-Next, create a table based on the schema:
+Next, create a table using the Arrow schema:
 
 ```python
 from pyiceberg.catalog import load_catalog
 
 catalog = load_catalog("default")
 
-from pyiceberg.schema import Schema
-from pyiceberg.types import NestedField, StringType, DoubleType
-
-schema = Schema(
-    NestedField(1, "city", StringType(), required=False),
-    NestedField(2, "lat", DoubleType(), required=False),
-    NestedField(3, "long", DoubleType(), required=False),
-)
-
-tbl = catalog.create_table("default.cities", schema=schema)
+tbl = catalog.create_table("default.cities", schema=df.schema)
 ```
 
-Now write the data to the table:
+Next, write the data to the table. Both `append` and `overwrite` produce the same result, since the table is empty on creation:
 
 <!-- prettier-ignore-start -->
 
 !!! note inline end "Fast append"
-    PyIceberg default to the [fast append](https://iceberg.apache.org/spec/#snapshots) to minimize the amount of data written. This enables quick writes, reducing the possibility of conflicts. The downside of the fast append is that it creates more metadata than a normal commit. [Compaction is planned](https://github.com/apache/iceberg-python/issues/270) and will automatically rewrite all the metadata when a threshold is hit, to maintain performant reads.
+    PyIceberg defaults to the [fast append](https://iceberg.apache.org/spec/#snapshots) to minimize the amount of data written. This enables fast commit operations, reducing the possibility of conflicts. The downside of the fast append is that it creates more metadata than a merge commit. [Compaction is planned](https://github.com/apache/iceberg-python/issues/270) and will automatically rewrite all the metadata when a threshold is hit, to maintain performant reads.
 
 <!-- prettier-ignore-end -->
 
@@ -289,7 +260,7 @@ tbl.append(df)
 tbl.overwrite(df)
 ```
 
-The data is written to the table, and when the table is read using `tbl.scan().to_arrow()`:
+Now, the data is written to the table, and the table can be read using `tbl.scan().to_arrow()`:
 
 ```python
 pyarrow.Table
@@ -302,14 +273,12 @@ lat: [[52.371807,37.773972,53.11254,48.864716]]
 long: [[4.896029,-122.431297,6.0989,2.349014]]
 ```
 
-You both can use `append(df)` or `overwrite(df)` since there is no data yet. If we want to add more data, we can use `.append()` again:
+If we want to add more data, we can use `.append()` again:
 
 ```python
-df = pa.Table.from_pylist(
+tbl.append(pa.Table.from_pylist(
     [{"city": "Groningen", "lat": 53.21917, "long": 6.56667}],
-)
-
-tbl.append(df)
+))
 ```
 
 When reading the table `tbl.scan().to_arrow()` you can see that `Groningen` is now also part of the table:
@@ -325,33 +294,30 @@ lat: [[52.371807,37.773972,53.11254,48.864716],[53.21917]]
 long: [[4.896029,-122.431297,6.0989,2.349014],[6.56667]]
 ```
 
-The nested lists indicate the different Arrow buffers, where the first write results into a buffer, and the second append in a separate buffer. This is expected since it will read two parquet files.
-
-To avoid any type errors during writing, you can enforce the PyArrow table types using the Iceberg table schema:
+The nested lists indicate the different Arrow buffers. Each of the writes produce a [Parquet file](https://parquet.apache.org/) where each [row group](https://parquet.apache.org/docs/concepts/) translates into an Arrow buffer. In the case where the table is large, PyIceberg also allows the option to stream the buffers using the Arrow [RecordBatchReader](https://arrow.apache.org/docs/python/generated/pyarrow.RecordBatchReader.html), avoiding pulling everything into memory right away:
 
 ```python
-from pyiceberg.catalog import load_catalog
-import pyarrow as pa
+for buf in tbl.scan().to_arrow_batch_reader():
+    print(f"Buffer contains {len(buf)} rows")
+```
 
-catalog = load_catalog("default")
-table = catalog.load_table("default.cities")
-schema = table.schema().as_arrow()
+To avoid any type inconsistencies during writing, you can convert the Iceberg table schema to Arrow:
 
+```python
 df = pa.Table.from_pylist(
-    [{"city": "Groningen", "lat": 53.21917, "long": 6.56667}], schema=schema
+    [{"city": "Groningen", "lat": 53.21917, "long": 6.56667}], schema=table.schema().as_arrow()
 )
 
-table.append(df)
+tbl.append(df)
 ```
 
-You can delete some of the data from the table by calling `tbl.delete()` with a desired `delete_filter`.
+You can delete some of the data from the table by calling `tbl.delete()` with a desired `delete_filter`. This will use the Iceberg metadata to only open up the Parquet files that contain relevant information.
 
 ```python
 tbl.delete(delete_filter="city == 'Paris'")
 ```
 
-In the above example, any records where the city field value equals to `Paris` will be deleted.
-Running `tbl.scan().to_arrow()` will now yield:
+In the above example, any records where the city field value equals to `Paris` will be deleted. Running `tbl.scan().to_arrow()` will now yield:
 
 ```python
 pyarrow.Table
@@ -364,30 +330,11 @@ lat: [[52.371807,37.773972,53.11254],[53.21917]]
 long: [[4.896029,-122.431297,6.0989],[6.56667]]
 ```
 
-### Partial overwrites
-
-When using the `overwrite` API, you can use an `overwrite_filter` to delete data that matches the filter before appending new data into the table.
-
-For example, with an iceberg table created as:
-
-```python
-from pyiceberg.catalog import load_catalog
-
-catalog = load_catalog("default")
-
-from pyiceberg.schema import Schema
-from pyiceberg.types import NestedField, StringType, DoubleType
+In the case of `tbl.delete(delete_filter="city == 'Groningen'")`, the whole Parquet file will be dropped without checking it contents, since from the Iceberg metadata PyIceberg can derive that all the content in the file matches the predicate.
 
-schema = Schema(
-    NestedField(1, "city", StringType(), required=False),
-    NestedField(2, "lat", DoubleType(), required=False),
-    NestedField(3, "long", DoubleType(), required=False),
-)
-
-tbl = catalog.create_table("default.cities", schema=schema)
-```
+### Partial overwrites
 
-And with initial data populating the table:
+When using the `overwrite` API, you can use an `overwrite_filter` to delete data that matches the filter before appending new data into the table. For example, consider the following Iceberg table:
 
 ```python
 import pyarrow as pa
@@ -399,6 +346,12 @@ df = pa.Table.from_pylist(
         {"city": "Paris", "lat": 48.864716, "long": 2.349014},
     ],
 )
+
+from pyiceberg.catalog import load_catalog
+catalog = load_catalog("default")
+
+tbl = catalog.create_table("default.cities", schema=df.schema)
+
 tbl.append(df)
 ```
 

From f024f1a5854d65a4d15b76c8249916dda370f15e Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?S=C3=A9bastien=20Brochet?=
 <blinkseb@users.noreply.github.com>
Date: Mon, 7 Jul 2025 00:42:41 +0200
Subject: [PATCH 265/357] feat: add support for setting and removing table
 properties on console (#2153)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

Hello!

Setting or removing table properties on console currently raise a
`Writing is WIP` error. This PR adds the code to set and remove table
properties.

# Are these changes tested?

Yes

# Are there any user-facing changes?

Yes, setting and removing table properties on console now works.

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 mkdocs/docs/cli.md        | 16 ++++++++++++++++
 pyiceberg/cli/console.py  | 12 +++++++-----
 tests/cli/test_console.py | 16 ++++++++--------
 3 files changed, 31 insertions(+), 13 deletions(-)

diff --git a/mkdocs/docs/cli.md b/mkdocs/docs/cli.md
index 28e44955d7..984e0df43d 100644
--- a/mkdocs/docs/cli.md
+++ b/mkdocs/docs/cli.md
@@ -219,3 +219,19 @@ Or output in JSON for automation:
   }
 }
 ```
+
+You can also add, update or remove properties on tables or namespaces:
+
+```sh
+➜  pyiceberg properties set table nyc.taxis write.metadata.delete-after-commit.enabled true
+Set write.metadata.delete-after-commit.enabled=true on nyc.taxis
+
+➜  pyiceberg properties get table nyc.taxis
+write.metadata.delete-after-commit.enabled  true
+
+➜  pyiceberg properties remove table nyc.taxis write.metadata.delete-after-commit.enabled
+Property write.metadata.delete-after-commit.enabled removed from nyc.taxis
+
+➜  pyiceberg properties get table nyc.taxis write.metadata.delete-after-commit.enabled
+Could not find property write.metadata.delete-after-commit.enabled on nyc.taxis
+```
diff --git a/pyiceberg/cli/console.py b/pyiceberg/cli/console.py
index 3fbd9c9fc9..d918f87918 100644
--- a/pyiceberg/cli/console.py
+++ b/pyiceberg/cli/console.py
@@ -361,9 +361,10 @@ def table(ctx: Context, identifier: str, property_name: str, property_value: str
     catalog, output = _catalog_and_output(ctx)
     identifier_tuple = Catalog.identifier_to_tuple(identifier)
 
-    _ = catalog.load_table(identifier_tuple)
-    output.text(f"Setting {property_name}={property_value} on {identifier}")
-    raise NotImplementedError("Writing is WIP")
+    table = catalog.load_table(identifier_tuple)
+    with table.transaction() as tx:
+        tx.set_properties({property_name: property_value})
+    output.text(f"Set {property_name}={property_value} on {identifier}")
 
 
 @properties.group()
@@ -398,8 +399,9 @@ def table(ctx: Context, identifier: str, property_name: str) -> None:  # noqa: F
     catalog, output = _catalog_and_output(ctx)
     table = catalog.load_table(identifier)
     if property_name in table.metadata.properties:
-        output.exception(NotImplementedError("Writing is WIP"))
-        ctx.exit(1)
+        with table.transaction() as tx:
+            tx.remove_properties(property_name)
+        output.text(f"Property {property_name} removed from {identifier}")
     else:
         raise NoSuchPropertyException(f"Property {property_name} does not exist on {identifier}")
 
diff --git a/tests/cli/test_console.py b/tests/cli/test_console.py
index fe375eb276..a0e9552236 100644
--- a/tests/cli/test_console.py
+++ b/tests/cli/test_console.py
@@ -476,8 +476,8 @@ def test_properties_set_table(catalog: InMemoryCatalog) -> None:
 
     runner = CliRunner()
     result = runner.invoke(run, ["properties", "set", "table", "default.my_table", "location", "s3://new_location"])
-    assert result.exit_code == 1
-    assert "Writing is WIP" in result.output
+    assert result.exit_code == 0
+    assert result.output == "Set location=s3://new_location on default.my_table\n"
 
 
 def test_properties_set_table_does_not_exist(catalog: InMemoryCatalog) -> None:
@@ -518,8 +518,8 @@ def test_properties_remove_table(catalog: InMemoryCatalog) -> None:
 
     runner = CliRunner()
     result = runner.invoke(run, ["properties", "remove", "table", "default.my_table", "read.split.target.size"])
-    assert result.exit_code == 1
-    assert "Writing is WIP" in result.output
+    assert result.exit_code == 0
+    assert result.output == "Property read.split.target.size removed from default.my_table\n"
 
 
 def test_properties_remove_table_property_does_not_exists(catalog: InMemoryCatalog) -> None:
@@ -894,8 +894,8 @@ def test_json_properties_set_table(catalog: InMemoryCatalog) -> None:
     result = runner.invoke(
         run, ["--output=json", "properties", "set", "table", "default.my_table", "location", "s3://new_location"]
     )
-    assert result.exit_code == 1
-    assert "Writing is WIP" in result.output
+    assert result.exit_code == 0
+    assert result.output == """"Set location=s3://new_location on default.my_table"\n"""
 
 
 def test_json_properties_set_table_does_not_exist(catalog: InMemoryCatalog) -> None:
@@ -938,8 +938,8 @@ def test_json_properties_remove_table(catalog: InMemoryCatalog) -> None:
 
     runner = CliRunner()
     result = runner.invoke(run, ["--output=json", "properties", "remove", "table", "default.my_table", "read.split.target.size"])
-    assert result.exit_code == 1
-    assert "Writing is WIP" in result.output
+    assert result.exit_code == 0
+    assert result.output == """"Property read.split.target.size removed from default.my_table"\n"""
 
 
 def test_json_properties_remove_table_property_does_not_exists(catalog: InMemoryCatalog) -> None:

From 1dde8286c1be87601c214c4b13d1c6ce4fb77f82 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 7 Jul 2025 22:17:31 -0400
Subject: [PATCH 266/357] Build: Bump typing-extensions from 4.14.0 to 4.14.1
 (#2183)

Bumps [typing-extensions](https://github.com/python/typing_extensions)
from 4.14.0 to 4.14.1.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/python/typing_extensions/releases">typing-extensions's
releases</a>.</em></p>
<blockquote>
<h2>4.14.1</h2>
<h1>Release 4.14.1 (July 4, 2025)</h1>
<ul>
<li>Fix usage of <code>typing_extensions.TypedDict</code> nested inside
other types
(e.g., <code>typing.Type[typing_extensions.TypedDict]</code>). This is
not allowed by the
type system but worked on older versions, so we maintain support.</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/python/typing_extensions/blob/main/CHANGELOG.md">typing-extensions's
changelog</a>.</em></p>
<blockquote>
<h1>Release 4.14.1 (July 4, 2025)</h1>
<ul>
<li>Fix usage of <code>typing_extensions.TypedDict</code> nested inside
other types
(e.g., <code>typing.Type[typing_extensions.TypedDict]</code>). This is
not allowed by the
type system but worked on older versions, so we maintain support.</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/python/typing_extensions/commit/42027aba3558c9d9133a90bca17f6fecaecc48d8"><code>42027ab</code></a>
Prepare release 4.14.1 (<a
href="https://redirect.github.com/python/typing_extensions/issues/620">#620</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/59d2c20858ac527516ebad5a89c05af514dac94a"><code>59d2c20</code></a>
Fix off by one in pickle protocol tests (<a
href="https://redirect.github.com/python/typing_extensions/issues/618">#618</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/40e22ebb2ca5747eaa9405b152c43a294ac3af37"><code>40e22eb</code></a>
Do not use slots for <code>_TypedDictSpecialForm</code> (<a
href="https://redirect.github.com/python/typing_extensions/issues/616">#616</a>)</li>
<li><a
href="https://github.com/python/typing_extensions/commit/d17c456d367e88adee4a4e3bef48f81f7e2df473"><code>d17c456</code></a>
allow TypedDict as a type argument (<a
href="https://redirect.github.com/python/typing_extensions/issues/614">#614</a>)</li>
<li>See full diff in <a
href="https://github.com/python/typing_extensions/compare/4.14.0...4.14.1">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock    | 38 +++++++++++++++++++-------------------
 pyproject.toml |  2 +-
 2 files changed, 20 insertions(+), 20 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 6aae0c58b0..fcd4a5a73e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -59,7 +59,7 @@ description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -72,7 +72,7 @@ description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "aiohttp-3.12.13-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5421af8f22a98f640261ee48aae3a37f0c41371e99412d55eaf2f8a46d5dad29"},
     {file = "aiohttp-3.12.13-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0fcda86f6cb318ba36ed8f1396a6a4a3fd8f856f84d426584392083d10da4de0"},
@@ -202,7 +202,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -268,7 +268,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version <= \"3.10\""
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version <= \"3.10\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -285,7 +285,7 @@ files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
-markers = {main = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"}
+markers = {main = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"}
 
 [package.extras]
 benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
@@ -488,7 +488,7 @@ files = [
     {file = "boto3-1.38.27-py3-none-any.whl", hash = "sha256:95f5fe688795303a8a15e8b7e7f255cadab35eae459d00cc281a4fd77252ea80"},
     {file = "boto3-1.38.27.tar.gz", hash = "sha256:94bd7fdd92d5701b362d4df100d21e28f8307a67ff56b6a8b0398119cf22f859"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.38.27,<1.39.0"
@@ -509,7 +509,7 @@ files = [
     {file = "botocore-1.38.27-py3-none-any.whl", hash = "sha256:a785d5e9a5eda88ad6ab9ed8b87d1f2ac409d0226bba6ff801c55359e94d91a8"},
     {file = "botocore-1.38.27.tar.gz", hash = "sha256:9788f7efe974328a38cbade64cc0b1e67d27944b899f88cb786ae362973133b6"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -1474,7 +1474,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
 files = [
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cc4df77d638aa2ed703b878dd093725b72a824c3c546c076e8fdf276f78ee84a"},
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:716a9973a2cc963160394f701964fe25012600f3d311f60c790400b00e568b61"},
@@ -2248,7 +2248,7 @@ files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [[package]]
 name = "joserfc"
@@ -3038,7 +3038,7 @@ description = "multidict implementation"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "multidict-6.6.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cfd9c74d337e710d7ee26e72a7dbedbd60e0c58d3df7c5ccbb748857e977783c"},
     {file = "multidict-6.6.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9d2c5867a1bd182041a950e9ec3dd3622926260434655bd5d94a62d889100787"},
@@ -3770,7 +3770,7 @@ description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:22d9962a358aedbb7a2e36187ff273adeaab9743373a272976d2e348d08c7770"},
     {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0d0fda578d1dc3f77b6b5a5dce3b9ad69a8250a891760a548df850a5e8da87f3"},
@@ -4040,7 +4040,7 @@ description = "Python library for Apache Arrow"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"pyarrow\" or extra == \"pandas\" or extra == \"duckdb\" or extra == \"ray\" or extra == \"daft\" or extra == \"datafusion\""
+markers = "extra == \"datafusion\" or extra == \"daft\" or extra == \"duckdb\" or extra == \"pandas\" or extra == \"pyarrow\" or extra == \"ray\""
 files = [
     {file = "pyarrow-20.0.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:c7dd06fd7d7b410ca5dc839cc9d485d2bc4ae5240851bcd45d85105cc90a47d7"},
     {file = "pyarrow-20.0.0-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:d5382de8dc34c943249b01c19110783d0d64b207167c728461add1ecc2db88e4"},
@@ -5226,7 +5226,7 @@ files = [
     {file = "s3transfer-0.13.0-py3-none-any.whl", hash = "sha256:0148ef34d6dd964d0d8cf4311b2b21c474693e57c2e069ec708ce043d2b527be"},
     {file = "s3transfer-0.13.0.tar.gz", hash = "sha256:f5e6db74eb7776a37208001113ea7aa97695368242b364d73e91c981ac522177"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.37.4,<2.0a.0"
@@ -5734,7 +5734,7 @@ description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"hf\" or extra == \"daft\""
+markers = "extra == \"daft\" or extra == \"hf\""
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -5752,14 +5752,14 @@ telegram = ["requests"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.14.0"
+version = "4.14.1"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev", "docs"]
 files = [
-    {file = "typing_extensions-4.14.0-py3-none-any.whl", hash = "sha256:a1514509136dd0b477638fc68d6a91497af5076466ad0fa6c338e44e359944af"},
-    {file = "typing_extensions-4.14.0.tar.gz", hash = "sha256:8676b788e32f02ab42d9e7c61324048ae4c6d844a399eebace3d4979d75ceef4"},
+    {file = "typing_extensions-4.14.1-py3-none-any.whl", hash = "sha256:d1e1e3b58374dc93031d6eda2420a48ea44a36c2b4766a4fdeb3710755731d76"},
+    {file = "typing_extensions-4.14.1.tar.gz", hash = "sha256:38b39f4aeeab64884ce9f74c94263ef78f3c22467c8724005483154c26648d36"},
 ]
 markers = {docs = "python_version <= \"3.10\""}
 
@@ -6019,7 +6019,7 @@ description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6032e6da6abd41e4acda34d75a816012717000fa6839f37124a47fcefc49bec4"},
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2c7b34d804b8cf9b214f05015c4fee2ebe7ed05cf581e7192c06555c71f4446a"},
@@ -6293,4 +6293,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "c3676c4f64eeafe88af2acf9ec7428258a8ef1a92320091f2225865bffbecb6f"
+content-hash = "5992819f0f82bad758f0aad7a261c60586cc64cd3e71f20e355d300f10907262"
diff --git a/pyproject.toml b/pyproject.toml
index a680df1d30..7ef8bf0f00 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -95,7 +95,7 @@ fastavro = "1.11.1"
 coverage = { version = "^7.4.2", extras = ["toml"] }
 requests-mock = "1.12.1"
 moto = { version = "^5.0.2", extras = ["server"] }
-typing-extensions = "4.14.0"
+typing-extensions = "4.14.1"
 pytest-mock = "3.14.1"
 pyspark = "3.5.6"
 cython = "3.1.2"

From caa1ae63233ebe66de084c3551d7fe71142cf5ae Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 7 Jul 2025 22:18:02 -0400
Subject: [PATCH 267/357] Build: Bump coverage from 7.9.1 to 7.9.2 (#2185)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

[//]: # (dependabot-start)
⚠️  **Dependabot is rebasing this PR** ⚠️

Rebasing might not happen immediately, so don't worry if this takes some
time.

Note: if you make any changes to this PR yourself, they will take
precedence over the rebase.

---

[//]: # (dependabot-end)

Bumps [coverage](https://github.com/nedbat/coveragepy) from 7.9.1 to
7.9.2.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/nedbat/coveragepy/blob/master/CHANGES.rst">coverage's
changelog</a>.</em></p>
<blockquote>
<h2>Version 7.9.2 — 2025-07-03</h2>
<ul>
<li>
<p>Fix: complex conditionals within a line might cause a KeyError when
using
sys.monitoring, as reported in <code>issue 1991</code>_. This is now
fixed.</p>
</li>
<li>
<p>Fix: we can now measure coverage for code in Python archive (.par)
files.
Thanks, <code>Itamer Oren &lt;pull 1984_&gt;</code>_.</p>
</li>
</ul>
<p>.. _pull 1984: <a
href="https://redirect.github.com/nedbat/coveragepy/pull/1984">nedbat/coveragepy#1984</a>
.. _issue 1991: <a
href="https://redirect.github.com/nedbat/coveragepy/issues/1991">nedbat/coveragepy#1991</a></p>
<p>.. _changes_7-9-1:</p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/nedbat/coveragepy/commit/6e774923cf042751feb78036fcd46909d263be06"><code>6e77492</code></a>
docs: oops, beta 3</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/b24cf7ef3968ba86ebe3c3d4ca8ae3af82d6dc8c"><code>b24cf7e</code></a>
docs: sample HTML for 7.9.2</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/35305c350fb08ea02a723c91b0eb84ab14b770bd"><code>35305c3</code></a>
docs: prep for 7.9.2</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/9a8d9b637406334c5ef3fdf8d574d3e5c54aa66c"><code>9a8d9b6</code></a>
docs: add pull request link</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/88dcaa21727a8670e0eb663cae540760b1f04a6d"><code>88dcaa2</code></a>
fix: assume a missing line number is intra-line. <a
href="https://redirect.github.com/nedbat/coveragepy/issues/1991">#1991</a></li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/678ec80b42116b790ee30cb8ec638a0dda96927c"><code>678ec80</code></a>
build: use pyenv for nightly builds. Thanks, Paul Timmins</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/a3d00d521a8d49c133b773bcbc22ee7d0f839f93"><code>a3d00d5</code></a>
build: workflow jobs should have names</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/279310a8f08b742072915ff88b6773a70ed3095d"><code>279310a</code></a>
chore: bump the action-dependencies group with 2 updates (<a
href="https://redirect.github.com/nedbat/coveragepy/issues/1988">#1988</a>)</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/614dfbf059002a832b187fe8d14f635ee64afb0b"><code>614dfbf</code></a>
fix: enable measuring test coverage for Python archive (.par) files (<a
href="https://redirect.github.com/nedbat/coveragepy/issues/1984">#1984</a>)</li>
<li><a
href="https://github.com/nedbat/coveragepy/commit/42bf82c3ed409c308b2f2437fac87cb5b8d6fad9"><code>42bf82c</code></a>
chore: bump the action-dependencies group with 2 updates (<a
href="https://redirect.github.com/nedbat/coveragepy/issues/1985">#1985</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/nedbat/coveragepy/compare/7.9.1...7.9.2">compare
view</a></li>
</ul>
</details>
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---
 poetry.lock | 136 ++++++++++++++++++++++++++--------------------------
 1 file changed, 68 insertions(+), 68 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index fcd4a5a73e..9b986ad1aa 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -825,79 +825,79 @@ markers = {main = "platform_system == \"Windows\"", dev = "platform_system == \"
 
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 ]
 
 [package.dependencies]

From 57cec68b314224ae96c07f028c3bf036f6a5cc7b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 7 Jul 2025 22:18:52 -0400
Subject: [PATCH 268/357] Build: Bump moto from 5.1.6 to 5.1.8 (#2182)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

[//]: # (dependabot-start)
⚠️  **Dependabot is rebasing this PR** ⚠️

Rebasing might not happen immediately, so don't worry if this takes some
time.

Note: if you make any changes to this PR yourself, they will take
precedence over the rebase.

---

[//]: # (dependabot-end)

Bumps [moto](https://github.com/getmoto/moto) from 5.1.6 to 5.1.8.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/getmoto/moto/blob/master/CHANGELOG.md">moto's
changelog</a>.</em></p>
<blockquote>
<h1>Moto Changelog</h1>
<h2>5.1.7</h2>
<p>Docker Digest for 5.1.7: <!-- raw HTML omitted --></p>
<pre><code>New Methods:
<pre><code>* Connect-Campaigns:
    * get_campaign_state()
    * list_campaigns()
    * list_tags_for_resource()
    * pause_campaign()
    * resume_campaign()
    * start_campaign()
    * stop_campaign()
    * tag_resource()
    * untag_resource()

* ECS:
    * delete_task_definitions()

* ElastiCache:
    * create_cache_subnet_group()
    * describe_cache_subnet_groups()

* RAM:
    * list_permissions()
    * list_resource_types()

* RDS:
    * create_blue_green_deployment()
    * delete_blue_green_deployment()
    * describe_blue_green_deployments()
    * switchover_blue_green_deployment()
</code></pre>
<p>Miscellaneous:
* Athena: get_query_execution() now returns some additional attributes:
'ResultReuseConfiguration', 'Status.CompletionDateTime',
'Status.ServicePreProcessingTimeInMillis',
'Status.ResultReuseInformation'
* DynamoDB: query() now validates that all attributes in the
KeyConditionExpression are actually keys
* DynamoDB: update_item() now validates unused
ExpressionAttributeNames/ExpressionAttributeValues
* EC2: modify_vpc_attribute() now correctly handles the
EnableDnsHostnames-attribute
* ECS: list_task_definitions() now supports the status-parameter
* ELB: describe_load_balancer_attributes() now returns the
AdditionalAttributes-attribute
* ElastiCache: list_tags_for_resource() now supports SubnetGroups
* EventBridge: put_events() no longer throws a KeyError: 'time' for
targets with a custom InputTemplate that do not specify the time
* Logs: get_query_results() now returns values as strings, in-line with
how AWS behaves
* NetworkFirewall: describe_logging_configuration() no longer throws an
error for LoggingConfigurations without tags
</code></pre></p>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/getmoto/moto/commit/60378f74fdcd90f08795262a8c45fe67efa9d169"><code>60378f7</code></a>
Pre-Release: Up Version Number</li>
<li><a
href="https://github.com/getmoto/moto/commit/7149837c704859d5283bbaddc53d1c701eaa3f21"><code>7149837</code></a>
Prep release 5.1.7 (<a
href="https://redirect.github.com/getmoto/moto/issues/9045">#9045</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/2e1d35db378de046eba6a3e579997eb7972ef302"><code>2e1d35d</code></a>
chore: update SSM default parameters (<a
href="https://redirect.github.com/getmoto/moto/issues/9046">#9046</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/c7ba45ac50bed582ad14ce48e756d25a86014d17"><code>c7ba45a</code></a>
chore: update EC2 Instance Types (<a
href="https://redirect.github.com/getmoto/moto/issues/9044">#9044</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/db2e27627a825f8580faa706faa46485c021e57f"><code>db2e276</code></a>
chore: update EC2 Instance Offerings (<a
href="https://redirect.github.com/getmoto/moto/issues/9043">#9043</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/c5616b63b0aca7bf5fd55cd881104fa3fc8378a6"><code>c5616b6</code></a>
Admin: Skip Sagemaker-Core==1.0.42 to avoid test breakage (<a
href="https://redirect.github.com/getmoto/moto/issues/9042">#9042</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/d348cecc5ae5e49523ba54c5847f84ca42a398e8"><code>d348cec</code></a>
[Comprehend] Enhanced support for comprehend ResourceGroupTagging api
(<a
href="https://redirect.github.com/getmoto/moto/issues/9039">#9039</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/9c7d93941005657011e71b0e3bc3007ee7ea735e"><code>9c7d939</code></a>
Docs: Change MOTO_ALLOW_NONEXISTENT_REGION example to use a string value
(<a
href="https://redirect.github.com/getmoto/moto/issues/9037">#9037</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/96c1231b809f58f5e9aa2f605017b4d36962bd75"><code>96c1231</code></a>
[ELB] Added additional attribute to ELB response. (<a
href="https://redirect.github.com/getmoto/moto/issues/9026">#9026</a>)</li>
<li><a
href="https://github.com/getmoto/moto/commit/7ae26ff55a5ba6b204bee856ccb4e0f86e5eff62"><code>7ae26ff</code></a>
S3: Add ID field to CORS rule (<a
href="https://redirect.github.com/getmoto/moto/issues/9013">#9013</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/getmoto/moto/compare/5.1.6...5.1.8">compare
view</a></li>
</ul>
</details>
<br />


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[//]: # (dependabot-automerge-end)

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---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 9b986ad1aa..fa78da094b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2845,14 +2845,14 @@ type = ["mypy (==1.14.1)"]
 
 [[package]]
 name = "moto"
-version = "5.1.6"
+version = "5.1.8"
 description = "A library that allows you to easily mock out tests based on AWS infrastructure"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "moto-5.1.6-py3-none-any.whl", hash = "sha256:e4a3092bc8fe9139caa77cd34cdcbad804de4d9671e2270ea3b4d53f5c645047"},
-    {file = "moto-5.1.6.tar.gz", hash = "sha256:baf7afa9d4a92f07277b29cf466d0738f25db2ed2ee12afcb1dc3f2c540beebd"},
+    {file = "moto-5.1.8-py3-none-any.whl", hash = "sha256:12f3a15100da7de019c671a516dbba33b14072faba103f16ca79a39b8c803b7d"},
+    {file = "moto-5.1.8.tar.gz", hash = "sha256:5c2f63c051b7c13224cb1483917c85a796468d7e37dcd5d1a5b8de66729de3f4"},
 ]
 
 [package.dependencies]

From fcaa84c578a016de59486062fd0191f8f93278aa Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 7 Jul 2025 22:19:15 -0400
Subject: [PATCH 269/357] Build: Bump pypa/cibuildwheel from 3.0.0 to 3.0.1
 (#2186)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [pypa/cibuildwheel](https://github.com/pypa/cibuildwheel) from
3.0.0 to 3.0.1.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/pypa/cibuildwheel/releases">pypa/cibuildwheel's
releases</a>.</em></p>
<blockquote>
<h2>v3.0.1</h2>
<ul>
<li>🛠 Updates CPython 3.14 prerelease to 3.14.0b3 (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2471">#2471</a>)</li>
<li>✨ Adds a CPython 3.14 prerelease iOS build (only when prerelease
builds are <a
href="https://cibuildwheel.pypa.io/en/stable/options/#enable">enabled</a>)
(<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2475">#2475</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/pypa/cibuildwheel/blob/main/docs/changelog.md">pypa/cibuildwheel's
changelog</a>.</em></p>
<blockquote>
<h3>v3.0.1</h3>
<p><em>5 July 2025</em></p>
<ul>
<li>🛠 Updates CPython 3.14 prerelease to 3.14.0b3 (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2471">#2471</a>)</li>
<li>✨ Adds a CPython 3.14 prerelease iOS build (only when prerelease
builds are <a
href="https://cibuildwheel.pypa.io/en/stable/options/#enable">enabled</a>)
(<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2475">#2475</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/95d2f3a92fbf80abe066b09418bbf128a8923df2"><code>95d2f3a</code></a>
Bump version: v3.0.1</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/40de3fe51083fa91bc8804c5a8de5c496f61ed52"><code>40de3fe</code></a>
[pre-commit.ci] pre-commit autoupdate (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2483">#2483</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/920081014e8b136b4565824771dee1d489e046ef"><code>9200810</code></a>
feat: added Python 3.14 preview for iOS (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2475">#2475</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/94fe0a212fa9c1bfabd54ee45473c28f30227c03"><code>94fe0a2</code></a>
[Bot] Update dependencies (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2482">#2482</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/405ddd5315d4df8a9ffc569790a05e19f4344d7d"><code>405ddd5</code></a>
fix: pyodide missing some logging (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2477">#2477</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/34b4f1e86e47792c683de9ef813ed4d614159846"><code>34b4f1e</code></a>
[pre-commit.ci] pre-commit autoupdate (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2474">#2474</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/e69b5532ab01c9d7c73e8e376a4e1219307cd4bd"><code>e69b553</code></a>
[Bot] Update dependencies (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2473">#2473</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/3e86452449f29075a6e1fa3a165a532effacfdab"><code>3e86452</code></a>
[Bot] Update dependencies (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2471">#2471</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/e73749579b3347d39c4793da6f01e22ef6e4363e"><code>e737495</code></a>
chore(deps): bump actions/attest-build-provenance from 2.3.0 to 2.4.0 in
the ...</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/588dee0e0c7780ab3264dfd3fab3a197f50306d3"><code>588dee0</code></a>
docs: include Windows ARM in examples (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2468">#2468</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/pypa/cibuildwheel/compare/v3.0.0...v3.0.1">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
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You can trigger Dependabot actions by commenting on this PR:
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---
 .github/workflows/pypi-build-artifacts.yml | 2 +-
 .github/workflows/svn-build-artifacts.yml  | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/pypi-build-artifacts.yml b/.github/workflows/pypi-build-artifacts.yml
index 6c6c108475..b8c9384ef3 100644
--- a/.github/workflows/pypi-build-artifacts.yml
+++ b/.github/workflows/pypi-build-artifacts.yml
@@ -62,7 +62,7 @@ jobs:
         if: startsWith(matrix.os, 'ubuntu')
 
       - name: Build wheels
-        uses: pypa/cibuildwheel@v3.0.0
+        uses: pypa/cibuildwheel@v3.0.1
         with:
           output-dir: wheelhouse
           config-file: "pyproject.toml"
diff --git a/.github/workflows/svn-build-artifacts.yml b/.github/workflows/svn-build-artifacts.yml
index cfd9434133..f222411e4d 100644
--- a/.github/workflows/svn-build-artifacts.yml
+++ b/.github/workflows/svn-build-artifacts.yml
@@ -57,7 +57,7 @@ jobs:
         if: startsWith(matrix.os, 'ubuntu')
 
       - name: Build wheels
-        uses: pypa/cibuildwheel@v3.0.0
+        uses: pypa/cibuildwheel@v3.0.1
         with:
           output-dir: wheelhouse
           config-file: "pyproject.toml"

From 66c04da13b263722963869d2b007811eb5492708 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 7 Jul 2025 22:19:32 -0400
Subject: [PATCH 270/357] Build: Bump pandas from 2.3.0 to 2.3.1 (#2181)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

[//]: # (dependabot-start)
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Rebasing might not happen immediately, so don't worry if this takes some
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Note: if you make any changes to this PR yourself, they will take
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---

[//]: # (dependabot-end)

Bumps [pandas](https://github.com/pandas-dev/pandas) from 2.3.0 to
2.3.1.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/pandas-dev/pandas/releases">pandas's
releases</a>.</em></p>
<blockquote>
<h2>Pandas 2.3.1</h2>
<p>We are pleased to announce the release of pandas 2.3.1.
This release includes some improvements and fixes to the future string
data type (preview feature for the upcoming pandas 3.0). We recommend
that all users upgrade to this version.</p>
<p>See the <a
href="https://pandas.pydata.org/pandas-docs/version/2.3.1/whatsnew/v2.3.1.html">full
whatsnew</a> for a list of all the changes.
Pandas 2.3.1 supports Python 3.9 and higher.</p>
<p>The release will be available on the conda-forge channel:</p>
<pre><code>conda install pandas --channel conda-forge
</code></pre>
<p>Or via PyPI:</p>
<pre><code>python3 -m pip install --upgrade pandas
</code></pre>
<p>Please report any issues with the release on the <a
href="https://github.com/pandas-dev/pandas/issues">pandas issue
tracker</a>.</p>
<p>Thanks to all the contributors who made this release possible.</p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pandas-dev/pandas/commit/c888af6d0bb674932007623c0867e1fbd4bdc2c6"><code>c888af6</code></a>
RLS: 2.3.1</li>
<li><a
href="https://github.com/pandas-dev/pandas/commit/6aea30263edd6817a3ce609c263bd33ce59e5f0a"><code>6aea302</code></a>
Backport PR <a
href="https://redirect.github.com/pandas-dev/pandas/issues/61794">#61794</a>
on branch 2.3.x (DOC: prepare 2.3.1 whatsnew notes for rel...</li>
<li><a
href="https://github.com/pandas-dev/pandas/commit/a160ae615fc72e709f3244314f2432706c685355"><code>a160ae6</code></a>
[backport 2.3.x] BUG[string]: incorrect index downcast in DataFrame.join
(<a
href="https://redirect.github.com/pandas-dev/pandas/issues/61">#61</a>...</li>
<li><a
href="https://github.com/pandas-dev/pandas/commit/cf5db68cd1496339802f9b7694ab67913e9fb62b"><code>cf5db68</code></a>
[backport 2.3.x] TST: update expected dtype for sum of decimals with
pyarrow ...</li>
<li><a
href="https://github.com/pandas-dev/pandas/commit/50ad136c5e91b4cf00216bc55028711635e66169"><code>50ad136</code></a>
Backport PR <a
href="https://redirect.github.com/pandas-dev/pandas/issues/61795">#61795</a>
on branch 2.3.x (DOC: add section about upcoming pandas 3....</li>
<li><a
href="https://github.com/pandas-dev/pandas/commit/6c762f32575ad3cafe35a4483f8a84ece9e38d5d"><code>6c762f3</code></a>
Backport PR <a
href="https://redirect.github.com/pandas-dev/pandas/issues/61770">#61770</a>
on branch 2.3.x (BUG: Fix unpickling of string dtypes of l...</li>
<li><a
href="https://github.com/pandas-dev/pandas/commit/fd99ef70c981fbdd3a5adb8ab3587d369b494353"><code>fd99ef7</code></a>
Backport PR <a
href="https://redirect.github.com/pandas-dev/pandas/issues/61705">#61705</a>
on branch 2.3.x (DOC: add pandas 3.0 migration guide for t...</li>
<li><a
href="https://github.com/pandas-dev/pandas/commit/4e5237db60942cb09f6252ef9f79086704128f41"><code>4e5237d</code></a>
[backport 2.3.x] CI: clean up wheel build workarounds now that Cython
3.1.0 i...</li>
<li><a
href="https://github.com/pandas-dev/pandas/commit/4d42cd8e7e90a21b61a0f55cd07a21b40b30a599"><code>4d42cd8</code></a>
Revert &quot;[2.3.x] DEPS: Drop Python 3.9 (<a
href="https://redirect.github.com/pandas-dev/pandas/issues/60792">#60792</a>)&quot;
(<a
href="https://redirect.github.com/pandas-dev/pandas/issues/61755">#61755</a>)</li>
<li><a
href="https://github.com/pandas-dev/pandas/commit/5d32ae99292f3d5c770b65912c8b113fafb2db57"><code>5d32ae9</code></a>
BLD: Build wheels for 3.9 and musllinux-aarch64 for pandas 2.3 (<a
href="https://redirect.github.com/pandas-dev/pandas/issues/61569">#61569</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/pandas-dev/pandas/compare/v2.3.0...v2.3.1">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock | 86 ++++++++++++++++++++++++++---------------------------
 1 file changed, 43 insertions(+), 43 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index fa78da094b..07eed22d4e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3544,55 +3544,55 @@ lint = ["black"]
 
 [[package]]
 name = "pandas"
-version = "2.3.0"
+version = "2.3.1"
 description = "Powerful data structures for data analysis, time series, and statistics"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"pandas\" or extra == \"ray\""
 files = [
-    {file = "pandas-2.3.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:625466edd01d43b75b1883a64d859168e4556261a5035b32f9d743b67ef44634"},
-    {file = "pandas-2.3.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a6872d695c896f00df46b71648eea332279ef4077a409e2fe94220208b6bb675"},
-    {file = "pandas-2.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f4dd97c19bd06bc557ad787a15b6489d2614ddaab5d104a0310eb314c724b2d2"},
-    {file = "pandas-2.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:034abd6f3db8b9880aaee98f4f5d4dbec7c4829938463ec046517220b2f8574e"},
-    {file = "pandas-2.3.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:23c2b2dc5213810208ca0b80b8666670eb4660bbfd9d45f58592cc4ddcfd62e1"},
-    {file = "pandas-2.3.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:39ff73ec07be5e90330cc6ff5705c651ace83374189dcdcb46e6ff54b4a72cd6"},
-    {file = "pandas-2.3.0-cp310-cp310-win_amd64.whl", hash = "sha256:40cecc4ea5abd2921682b57532baea5588cc5f80f0231c624056b146887274d2"},
-    {file = "pandas-2.3.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:8adff9f138fc614347ff33812046787f7d43b3cef7c0f0171b3340cae333f6ca"},
-    {file = "pandas-2.3.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:e5f08eb9a445d07720776df6e641975665c9ea12c9d8a331e0f6890f2dcd76ef"},
-    {file = "pandas-2.3.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fa35c266c8cd1a67d75971a1912b185b492d257092bdd2709bbdebe574ed228d"},
-    {file = "pandas-2.3.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:14a0cc77b0f089d2d2ffe3007db58f170dae9b9f54e569b299db871a3ab5bf46"},
-    {file = "pandas-2.3.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c06f6f144ad0a1bf84699aeea7eff6068ca5c63ceb404798198af7eb86082e33"},
-    {file = "pandas-2.3.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:ed16339bc354a73e0a609df36d256672c7d296f3f767ac07257801aa064ff73c"},
-    {file = "pandas-2.3.0-cp311-cp311-win_amd64.whl", hash = "sha256:fa07e138b3f6c04addfeaf56cc7fdb96c3b68a3fe5e5401251f231fce40a0d7a"},
-    {file = "pandas-2.3.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:2eb4728a18dcd2908c7fccf74a982e241b467d178724545a48d0caf534b38ebf"},
-    {file = "pandas-2.3.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:b9d8c3187be7479ea5c3d30c32a5d73d62a621166675063b2edd21bc47614027"},
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 ]
 
 [package.dependencies]

From 5a078988198bd87d9bec6f4eab6fb99d6c7b3bc2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 7 Jul 2025 22:34:27 -0400
Subject: [PATCH 271/357] Build: Bump huggingface-hub from 0.33.1 to 0.33.2
 (#2184)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [huggingface-hub](https://github.com/huggingface/huggingface_hub)
from 0.33.1 to 0.33.2.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/huggingface/huggingface_hub/releases">huggingface-hub's
releases</a>.</em></p>
<blockquote>
<h2>[v0.33.2] [Tiny-Agent]: Switch to VSCode MCP format</h2>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/huggingface/huggingface_hub/compare/v0.33.1...v0.33.2">https://github.com/huggingface/huggingface_hub/compare/v0.33.1...v0.33.2</a></p>
<ul>
<li>[Tiny-Agent] Switch to VSCode MCP format + fix headers handling <a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3166">#3166</a>
by <a href="https://github.com/Wauplin"><code>@​Wauplin</code></a></li>
</ul>
<p><strong>Breaking changes:</strong></p>
<ul>
<li>no more config nested mapping =&gt; everything at root level</li>
<li>headers at root level instead of inside options.requestInit</li>
<li>updated the way values are pulled from ENV (based on input id)</li>
</ul>
<p><strong>Example of <code>agent.json</code>:</strong></p>
<pre lang="js"><code>{
  &quot;model&quot;: &quot;Qwen/Qwen2.5-72B-Instruct&quot;,
  &quot;provider&quot;: &quot;nebius&quot;,
  &quot;inputs&quot;: [
    {
      &quot;type&quot;: &quot;promptString&quot;,
      &quot;id&quot;: &quot;hf-token&quot;,
&quot;description&quot;: &quot;Token for Hugging Face API access&quot;,
      &quot;password&quot;: true
    }
  ],
  &quot;servers&quot;: [
    {
      &quot;type&quot;: &quot;http&quot;,
      &quot;url&quot;: &quot;https://huggingface.co/mcp&quot;,
      &quot;headers&quot;: {
        &quot;Authorization&quot;: &quot;Bearer ${input:hf-token}&quot;
      }
    }
  ]
}
</code></pre>
<p>Find more examples in <a
href="https://huggingface.co/datasets/tiny-agents/tiny-agents">https://huggingface.co/datasets/tiny-agents/tiny-agents</a></p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/8c5770f28c4f2b573af34f0053c912b2bbfeb996"><code>8c5770f</code></a>
Release: v0.33.2</li>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/d7407a8610cbbdc424321d5c609680553673b746"><code>d7407a8</code></a>
[Tiny-Agent] Fix headers handling + secrets management (<a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3166">#3166</a>)</li>
<li>See full diff in <a
href="https://github.com/huggingface/huggingface_hub/compare/v0.33.1...v0.33.2">compare
view</a></li>
</ul>
</details>
<br />


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You can trigger Dependabot actions by commenting on this PR:
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---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 07eed22d4e..b07189d87c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2036,15 +2036,15 @@ tests = ["pytest"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.33.1"
+version = "0.33.2"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = true
 python-versions = ">=3.8.0"
 groups = ["main"]
 markers = "extra == \"hf\""
 files = [
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-    {file = "huggingface_hub-0.33.1.tar.gz", hash = "sha256:589b634f979da3ea4b8bdb3d79f97f547840dc83715918daf0b64209c0844c7b"},
+    {file = "huggingface_hub-0.33.2-py3-none-any.whl", hash = "sha256:3749498bfa91e8cde2ddc2c1db92c79981f40e66434c20133b39e5928ac9bcc5"},
+    {file = "huggingface_hub-0.33.2.tar.gz", hash = "sha256:84221defaec8fa09c090390cd68c78b88e3c4c2b7befba68d3dc5aacbc3c2c5f"},
 ]
 
 [package.dependencies]

From f7b46f153efee3767740681c6dee42fa426cc9aa Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 7 Jul 2025 22:35:05 -0400
Subject: [PATCH 272/357] Build: Bump mkdocs-material from 9.6.14 to 9.6.15
 (#2187)

Bumps [mkdocs-material](https://github.com/squidfunk/mkdocs-material)
from 9.6.14 to 9.6.15.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/squidfunk/mkdocs-material/releases">mkdocs-material's
releases</a>.</em></p>
<blockquote>
<h2>mkdocs-material-9.6.15</h2>
<ul>
<li>Updated Mongolian translations</li>
<li>Improved semantic markup of &quot;edit this page&quot; button</li>
<li>Improved info plugin virtual environment resolution</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8291">#8291</a>:
Large font size setting throws of breakpoints in JavaScript</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/squidfunk/mkdocs-material/blob/master/CHANGELOG">mkdocs-material's
changelog</a>.</em></p>
<blockquote>
<p>mkdocs-material-9.6.15 (2025-07-01)</p>
<ul>
<li>Updated Mongolian translations</li>
<li>Improved semantic markup of &quot;edit this page&quot; button</li>
<li>Improved info plugin virtual environment resolution</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8291">#8291</a>:
Large font size setting throws of breakpoints in JavaScript</li>
</ul>
<p>mkdocs-material-9.6.14 (2025-05-13)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8215">#8215</a>:
Social plugin crashes when CairoSVG is updated to 2.8</li>
</ul>
<p>mkdocs-material-9.6.13 (2025-05-10)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8204">#8204</a>:
Annotations showing list markers in print view</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8153">#8153</a>:
Improve style of cardinality symbols in Mermaid.js ER diagrams</li>
</ul>
<p>mkdocs-material-9.6.12 (2025-04-17)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8158">#8158</a>:
Flip footnote back reference icon for right-to-left languages</li>
</ul>
<p>mkdocs-material-9.6.11 (2025-04-01)</p>
<ul>
<li>Updated Docker image to latest Alpine Linux</li>
<li>Bump required Jinja version to 3.1</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8133">#8133</a>:
Jinja filter <code>items</code> not available (9.6.10 regression)</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8128">#8128</a>:
Search plugin not entirely disabled via enabled setting</li>
</ul>
<p>mkdocs-material-9.6.10 (2025-03-30)</p>
<p>This version is a pure refactoring release, and does not contain new
features
or bug fixes. It strives to improve the compatibility of our templates
with
alternative Jinja-like template engines that we're currently exploring,
including minijinja.</p>
<p>Additionally, it replaces several instances of Python function
invocations
with idiomatic use of template filters. All instances where variables
have
been mutated inside templates have been replaced. Most changes have been
made
in partials, and only a few in blocks, and all of them are fully
backward
compatible, so no changes to overrides are necessary.</p>
<p>Note that this release does not replace the Jinja template engine
with
minijinja. However, our templates are now 99% compatible with minijinja,
which means we can explore alternative Jinja-compatible implementations.
Additionally, immutability and removal of almost all Python function
invocations means much more idiomatic templating.</p>
<p>mkdocs-material-9.6.9 (2025-03-17)</p>
<ul>
<li>Updated Serbo-Croatian translations</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8086">#8086</a>:
Custom SVG icons containing hashes break rendering</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/e8a63311e8549124c27860dd811c57029d76ccf7"><code>e8a6331</code></a>
Prepare 9.6.15 release</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/1f7a4962340ef0434e46606a7ac7ca197079bcc1"><code>1f7a496</code></a>
Fixed breakpoint unit for media queries in JS</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/462bf384fff92c85a2c4624696edafedaa19194b"><code>462bf38</code></a>
Updated dependencies</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/2b0417f7c42ad1e28e3fc8051e163bf689000a77"><code>2b0417f</code></a>
Updated info plugin to exclude guessed venv paths (<a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8286">#8286</a>)</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/2b428604623bf384145ac1012d4d88d3d3f8ce5d"><code>2b42860</code></a>
Fixed feedback widget not mounting with instant navigation (<a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8275">#8275</a>)</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/74f6007e319ed4768697e74ad3d73bc8b0b298cd"><code>74f6007</code></a>
Updated JSON schema (<a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8264">#8264</a>)</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/2313e0c536a1eaf40b922161aab42939d9384498"><code>2313e0c</code></a>
Also add Asahi Linux</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/371b107ed116dffe95de7c07d05c9a3e5b7212da"><code>371b107</code></a>
Added more open-source projects</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/406a3ad81a87dbb4922b799e6f5fc16028a8186b"><code>406a3ad</code></a>
Updated Premium sponsors</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/462c94e88f89331c0484643d33aabdeba95d7394"><code>462c94e</code></a>
Updated Mongolian translations</li>
<li>Additional commits viewable in <a
href="https://github.com/squidfunk/mkdocs-material/compare/9.6.14...9.6.15">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index b07189d87c..e3b4041024 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2645,14 +2645,14 @@ mkdocs = ">=1.4.1"
 
 [[package]]
 name = "mkdocs-material"
-version = "9.6.14"
+version = "9.6.15"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
 groups = ["docs"]
 files = [
-    {file = "mkdocs_material-9.6.14-py3-none-any.whl", hash = "sha256:3b9cee6d3688551bf7a8e8f41afda97a3c39a12f0325436d76c86706114b721b"},
-    {file = "mkdocs_material-9.6.14.tar.gz", hash = "sha256:39d795e90dce6b531387c255bd07e866e027828b7346d3eba5ac3de265053754"},
+    {file = "mkdocs_material-9.6.15-py3-none-any.whl", hash = "sha256:ac969c94d4fe5eb7c924b6d2f43d7db41159ea91553d18a9afc4780c34f2717a"},
+    {file = "mkdocs_material-9.6.15.tar.gz", hash = "sha256:64adf8fa8dba1a17905b6aee1894a5aafd966d4aeb44a11088519b0f5ca4f1b5"},
 ]
 
 [package.dependencies]
@@ -6293,4 +6293,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "5992819f0f82bad758f0aad7a261c60586cc64cd3e71f20e355d300f10907262"
+content-hash = "58010543009e37e6c980a945d2ec2e9683238c1f07361f469765c32cb1e35098"
diff --git a/pyproject.toml b/pyproject.toml
index 7ef8bf0f00..0e11939508 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -114,7 +114,7 @@ mkdocstrings-python = "1.16.12"
 mkdocs-literate-nav = "0.6.2"
 mkdocs-autorefs = "1.4.2"
 mkdocs-gen-files = "0.5.0"
-mkdocs-material = "9.6.14"
+mkdocs-material = "9.6.15"
 mkdocs-material-extensions = "1.3.1"
 mkdocs-section-index = "0.3.10"
 

From c683e4c88ef069c2b98d0590f150970130dac48a Mon Sep 17 00:00:00 2001
From: Kevin Liu <kevinjqliu@users.noreply.github.com>
Date: Mon, 7 Jul 2025 23:53:58 -0700
Subject: [PATCH 273/357] dev: add `pyarrow` to Dockerfile to suppress error
 (#2174)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change
Adding `pyiceberg["pyarrow"]` dep to the Dockefile resolves these
warning log lines:
```
Could not initialize FileIO: pyiceberg.io.pyarrow.PyArrowFileIO
Traceback (most recent call last):
  File "/usr/local/lib/python3.9/site-packages/pyiceberg/io/__init__.py", line 317, in _import_file_io
    module = importlib.import_module(module_name)
  File "/usr/local/lib/python3.9/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1030, in _gcd_import
  File "<frozen importlib._bootstrap>", line 1007, in _find_and_load
  File "<frozen importlib._bootstrap>", line 986, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 680, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 850, in exec_module
  File "<frozen importlib._bootstrap>", line 228, in _call_with_frames_removed
  File "/usr/local/lib/python3.9/site-packages/pyiceberg/io/pyarrow.py", line 62, in <module>
    import pyarrow as pa
ModuleNotFoundError: No module named 'pyarrow'
```

I also took the liberty to upgrade the Dockerfile python version from
3.9 to 3.12

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 dev/Dockerfile | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/dev/Dockerfile b/dev/Dockerfile
index c6ce71b2a2..5292e26421 100644
--- a/dev/Dockerfile
+++ b/dev/Dockerfile
@@ -13,7 +13,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-FROM python:3.9-bullseye
+FROM python:3.12-bullseye
 
 RUN apt-get -qq update && \
     apt-get -qq install -y --no-install-recommends \
@@ -63,7 +63,7 @@ RUN chmod u+x /opt/spark/sbin/* && \
 
 RUN pip3 install -q ipython
 
-RUN pip3 install "pyiceberg[s3fs,hive]==${PYICEBERG_VERSION}"
+RUN pip3 install "pyiceberg[s3fs,hive,pyarrow]==${PYICEBERG_VERSION}"
 
 COPY entrypoint.sh .
 COPY provision.py .

From 4ce7c31157ee93581b9cf78f881e5351c148ffb7 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Tue, 8 Jul 2025 08:54:37 +0200
Subject: [PATCH 274/357] Update schema projection to support
 `initial-defaults` (#1644)

Add the projection piece of the initial defaults.

Closes #1836

---------

Co-authored-by: Kevin Liu <kevinjqliu@users.noreply.github.com>
---
 pyiceberg/expressions/visitors.py | 23 ++++++++++++++++++-----
 pyiceberg/io/pyarrow.py           | 10 +++++++---
 tests/integration/test_reads.py   | 29 +++++++++++++++++++++++++++++
 tests/io/test_pyarrow.py          | 11 +++++++++++
 4 files changed, 65 insertions(+), 8 deletions(-)

diff --git a/pyiceberg/expressions/visitors.py b/pyiceberg/expressions/visitors.py
index abac19bc19..26241d2351 100644
--- a/pyiceberg/expressions/visitors.py
+++ b/pyiceberg/expressions/visitors.py
@@ -893,15 +893,28 @@ def visit_unbound_predicate(self, predicate: UnboundPredicate[L]) -> BooleanExpr
         raise TypeError(f"Expected Bound Predicate, got: {predicate.term}")
 
     def visit_bound_predicate(self, predicate: BoundPredicate[L]) -> BooleanExpression:
-        file_column_name = self.file_schema.find_column_name(predicate.term.ref().field.field_id)
+        field = predicate.term.ref().field
+        file_column_name = self.file_schema.find_column_name(field.field_id)
 
         if file_column_name is None:
             # In the case of schema evolution, the column might not be present
-            # in the file schema when reading older data
-            if isinstance(predicate, BoundIsNull):
-                return AlwaysTrue()
+            # we can use the default value as a constant and evaluate it against
+            # the predicate
+            pred: BooleanExpression
+            if isinstance(predicate, BoundUnaryPredicate):
+                pred = predicate.as_unbound(field.name)
+            elif isinstance(predicate, BoundLiteralPredicate):
+                pred = predicate.as_unbound(field.name, predicate.literal)
+            elif isinstance(predicate, BoundSetPredicate):
+                pred = predicate.as_unbound(field.name, predicate.literals)
             else:
-                return AlwaysFalse()
+                raise ValueError(f"Unsupported predicate: {predicate}")
+
+            return (
+                AlwaysTrue()
+                if expression_evaluator(Schema(field), pred, case_sensitive=self.case_sensitive)(Record(field.initial_default))
+                else AlwaysFalse()
+            )
 
         if isinstance(predicate, BoundUnaryPredicate):
             return predicate.as_unbound(file_column_name)
diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index 3e49885e58..f6dacc16be 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -1814,9 +1814,13 @@ def struct(
                 array = self._cast_if_needed(field, field_array)
                 field_arrays.append(array)
                 fields.append(self._construct_field(field, array.type))
-            elif field.optional:
+            elif field.optional or field.initial_default is not None:
+                # When an optional field is added, or when a required field with a non-null initial default is added
                 arrow_type = schema_to_pyarrow(field.field_type, include_field_ids=self._include_field_ids)
-                field_arrays.append(pa.nulls(len(struct_array), type=arrow_type))
+                if field.initial_default is None:
+                    field_arrays.append(pa.nulls(len(struct_array), type=arrow_type))
+                else:
+                    field_arrays.append(pa.repeat(field.initial_default, len(struct_array)))
                 fields.append(self._construct_field(field, arrow_type))
             else:
                 raise ResolveError(f"Field is required, and could not be found in the file: {field}")
@@ -2249,7 +2253,7 @@ def parquet_path_to_id_mapping(
     Compute the mapping of parquet column path to Iceberg ID.
 
     For each column, the parquet file metadata has a path_in_schema attribute that follows
-    a specific naming scheme for nested columnds. This function computes a mapping of
+    a specific naming scheme for nested columns. This function computes a mapping of
     the full paths to the corresponding Iceberg IDs.
 
     Args:
diff --git a/tests/integration/test_reads.py b/tests/integration/test_reads.py
index b417a43616..99fac9c322 100644
--- a/tests/integration/test_reads.py
+++ b/tests/integration/test_reads.py
@@ -29,6 +29,7 @@
 from hive_metastore.ttypes import LockRequest, LockResponse, LockState, UnlockRequest
 from pyarrow.fs import S3FileSystem
 from pydantic_core import ValidationError
+from pyspark.sql import SparkSession
 
 from pyiceberg.catalog import Catalog
 from pyiceberg.catalog.hive import HiveCatalog, _HiveClient
@@ -1024,3 +1025,31 @@ def test_scan_with_datetime(catalog: Catalog) -> None:
 
     df = table.scan(row_filter=LessThan("datetime", yesterday)).to_pandas()
     assert len(df) == 0
+
+
+@pytest.mark.integration
+# TODO: For Hive we require writing V3
+# @pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
+@pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog")])
+def test_initial_default(catalog: Catalog, spark: SparkSession) -> None:
+    identifier = "default.test_initial_default"
+    try:
+        catalog.drop_table(identifier)
+    except NoSuchTableError:
+        pass
+
+    one_column = pa.table([pa.nulls(10, pa.int32())], names=["some_field"])
+
+    tbl = catalog.create_table(identifier, schema=one_column.schema, properties={"format-version": "2"})
+
+    tbl.append(one_column)
+
+    # Do the bump version through Spark, since PyIceberg does not support this (yet)
+    spark.sql(f"ALTER TABLE {identifier} SET TBLPROPERTIES('format-version'='3')")
+
+    with tbl.update_schema() as upd:
+        upd.add_column("so_true", BooleanType(), required=False, default_value=True)
+
+    result_table = tbl.scan().filter("so_true == True").to_arrow()
+
+    assert len(result_table) == 10
diff --git a/tests/io/test_pyarrow.py b/tests/io/test_pyarrow.py
index 92494455af..db4f04dedf 100644
--- a/tests/io/test_pyarrow.py
+++ b/tests/io/test_pyarrow.py
@@ -2398,6 +2398,17 @@ def test_identity_partition_on_multi_columns() -> None:
         ) == arrow_table.sort_by([("born_year", "ascending"), ("n_legs", "ascending"), ("animal", "ascending")])
 
 
+def test_initial_value() -> None:
+    # Have some fake data, otherwise it will generate a table without records
+    data = pa.record_batch([pa.nulls(10, pa.int64())], names=["some_field"])
+    result = _to_requested_schema(
+        Schema(NestedField(1, "we-love-22", LongType(), required=True, initial_default=22)), Schema(), data
+    )
+    assert result.column_names == ["we-love-22"]
+    for val in result[0]:
+        assert val.as_py() == 22
+
+
 def test__to_requested_schema_timestamps(
     arrow_table_schema_with_all_timestamp_precisions: pa.Schema,
     arrow_table_with_all_timestamp_precisions: pa.Table,

From d6567ad25c976f2333711f45c4f72c745bc39803 Mon Sep 17 00:00:00 2001
From: Peng-Jui Wang <64295913+james5418@users.noreply.github.com>
Date: Tue, 8 Jul 2025 07:44:15 -0700
Subject: [PATCH 275/357] Improve Docs for IRC Catalog Connection (#2175)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change
Closes #2096
Included examples and detailed configuration guidance to enhance
clarity.

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->

---------

Co-authored-by: Kevin Liu <kevinjqliu@users.noreply.github.com>
Co-authored-by: Kevin Liu <kevin.jq.liu@gmail.com>
---
 mkdocs/docs/configuration.md | 107 +++++++++++++++++++++++++++++------
 1 file changed, 89 insertions(+), 18 deletions(-)

diff --git a/mkdocs/docs/configuration.md b/mkdocs/docs/configuration.md
index bc514e39af..a39b9300ea 100644
--- a/mkdocs/docs/configuration.md
+++ b/mkdocs/docs/configuration.md
@@ -339,40 +339,111 @@ catalog:
 
 | Key                 | Example                          | Description                                                                                        |
 | ------------------- | -------------------------------- | -------------------------------------------------------------------------------------------------- |
-| uri                 | <https://rest-catalog/ws>          | URI identifying the REST Server                                                                    |
-| ugi                 | t-1234:secret                    | Hadoop UGI for Hive client.                                                                        |
-| credential          | t-1234:secret                    | Credential to use for OAuth2 credential flow when initializing the catalog                         |
-| token               | FEW23.DFSDF.FSDF                 | Bearer token value to use for `Authorization` header                                               |
+| uri                 | <https://rest-catalog/ws>        | URI identifying the REST Server                                                                    |
+| warehouse           | myWarehouse                      | Warehouse location or identifier to request from the catalog service. May be used to determine server-side overrides, such as the warehouse location. |
+| snapshot-loading-mode | refs                           | The snapshots to return in the body of the metadata. Setting the value to `all` would return the full set of snapshots currently valid for the table. Setting the value to `refs` would load all snapshots referenced by branches or tags. |
+| `header.X-Iceberg-Access-Delegation` | `vended-credentials` | Signal to the server that the client supports delegated access via a comma-separated list of access mechanisms. The server may choose to supply access via any or none of the requested mechanisms. When using `vended-credentials`, the server provides temporary credentials to the client. When using `remote-signing`, the server signs requests on behalf of the client. (default: `vended-credentials`) |
+
+#### Headers in REST Catalog
+
+To configure custom headers in REST Catalog, include them in the catalog properties with `header.<Header-Name>`. This
+ensures that all HTTP requests to the REST service include the specified headers.
+
+```yaml
+catalog:
+  default:
+    uri: http://rest-catalog/ws/
+    credential: t-1234:secret
+    header.content-type: application/vnd.api+json
+```
+
+#### Authentication Options
+
+##### OAuth2
+
+| Key                 | Example                          | Description                                                                                        |
+| ------------------- | -------------------------------- | -------------------------------------------------------------------------------------------------- |
+| oauth2-server-uri   | <https://auth-service/cc>        | Authentication URL to use for client credentials authentication (default: uri + 'v1/oauth/tokens') |
+| token               | FEW23.DFSDF.FSDF                 | Bearer token value to use for `Authorization` header |
+| credential          | client_id:client_secret          | Credential to use for OAuth2 credential flow when initializing the catalog                         |
 | scope               | openid offline corpds:ds:profile | Desired scope of the requested security token (default : catalog)                                  |
 | resource            | rest_catalog.iceberg.com         | URI for the target resource or service                                                             |
 | audience            | rest_catalog                     | Logical name of target resource or service                                                         |
+
+##### SigV4
+
+| Key                 | Example                          | Description                                                                                        |
+| ------------------- | -------------------------------- | -------------------------------------------------------------------------------------------------- |
 | rest.sigv4-enabled  | true                             | Sign requests to the REST Server using AWS SigV4 protocol                                          |
 | rest.signing-region | us-east-1                        | The region to use when SigV4 signing a request                                                     |
 | rest.signing-name   | execute-api                      | The service signing name to use when SigV4 signing a request                                       |
-| oauth2-server-uri   | <https://auth-service/cc>          | Authentication URL to use for client credentials authentication (default: uri + 'v1/oauth/tokens') |
-| snapshot-loading-mode | refs                             | The snapshots to return in the body of the metadata. Setting the value to `all` would return the full set of snapshots currently valid for the table. Setting the value to `refs` would load all snapshots referenced by branches or tags. |
-| warehouse          | myWarehouse                         | Warehouse location or identifier to request from the catalog service. May be used to determine server-side overrides, such as the warehouse location. |
 
 <!-- markdown-link-check-enable-->
 
-#### Headers in RESTCatalog
+#### Common Integrations & Examples
 
-To configure custom headers in RESTCatalog, include them in the catalog properties with the prefix `header.`. This
-ensures that all HTTP requests to the REST service include the specified headers.
+##### AWS Glue
 
 ```yaml
 catalog:
-  default:
-    uri: http://rest-catalog/ws/
-    credential: t-1234:secret
-    header.content-type: application/vnd.api+json
+  s3_tables_catalog:
+    type: rest
+    uri: https://glue.<region>.amazonaws.com/iceberg
+    warehouse: <account-id>:s3tablescatalog/<table-bucket-name>
+    rest.sigv4-enabled: true
+    rest.signing-name: glue
+    rest.signing-region: <region>
 ```
 
-Specific headers defined by the RESTCatalog spec include:
+##### Unity Catalog
 
-| Key                                  | Options                               | Default              | Description                                                                                                                                                                                        |
-| ------------------------------------ | ------------------------------------- | -------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| `header.X-Iceberg-Access-Delegation` | `{vended-credentials,remote-signing}` | `vended-credentials` | Signal to the server that the client supports delegated access via a comma-separated list of access mechanisms. The server may choose to supply access via any or none of the requested mechanisms |
+```yaml
+catalog:
+  unity_catalog:
+    type: rest
+    uri: https://<workspace-url>/api/2.1/unity-catalog/iceberg-rest
+    warehouse: <uc-catalog-name>
+    token: <databricks-pat-token>
+```
+
+##### R2 Data Catalog
+
+```yaml
+catalog:
+  r2_catalog:
+    type: rest
+    uri: <r2-catalog-uri>
+    warehouse: <r2-warehouse-name>
+    token: <r2-token>
+```
+
+##### Lakekeeper
+
+```yaml
+catalog:
+  lakekeeper_catalog:
+    type: rest
+    uri: <lakekeeper-catalog-uri>
+    warehouse: <lakekeeper-warehouse-name>
+    credential: <client-id>:<client-secret>
+    oauth2-server-uri: http://localhost:30080/realms/<keycloak-realm-name>/protocol/openid-connect/token
+    scope: lakekeeper
+```
+
+##### Apache Polaris
+
+```yaml
+catalog:
+  polaris_catalog:
+    type: rest
+    uri: https://<account>.snowflakecomputing.com/polaris/api/catalog
+    warehouse: <polaris-catalog-name>
+    credential: <client-id>:<client-secret>
+    header.X-Iceberg-Access-Delegation: vended-credentials
+    scope: PRINCIPAL_ROLE:ALL
+    token-refresh-enabled: true
+    py-io-impl: pyiceberg.io.fsspec.FsspecFileIO
+```
 
 ### SQL Catalog
 

From 33d82b89194ce6b7c192ef608e85f898285c4f7d Mon Sep 17 00:00:00 2001
From: Kevin Liu <kevinjqliu@users.noreply.github.com>
Date: Tue, 8 Jul 2025 13:39:11 -0700
Subject: [PATCH 276/357] doc: add `ugi` back to Hive config (#2188)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change
[`ugi` is a Hive Catalog
property](https://github.com/apache/iceberg-python/blob/e33cf5ac1adf47131d4992bdb686f0e58f4e4669/pyiceberg/catalog/hive.py#L322-L327).
It was accidentally added to the REST catalog section in
https://github.com/apache/iceberg-python/commit/5209874cd4685427520b67b64188f5e9919f2816#diff-497e037708cc64870c6ba9372f6064a69ca1e74d65d6195dcee5a44851e8b47dR151

#2175 removed it from the REST catalog section.

This PR adds `ugi` back to the Hive Catalog section

<img width="666" alt="Screenshot 2025-07-08 at 7 48 41 AM"
src="https://github.com/user-attachments/assets/42247bae-4dfd-4688-b4d5-a33bd94d686b"
/>

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 mkdocs/docs/configuration.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/mkdocs/docs/configuration.md b/mkdocs/docs/configuration.md
index a39b9300ea..f4fbe0c8d8 100644
--- a/mkdocs/docs/configuration.md
+++ b/mkdocs/docs/configuration.md
@@ -515,6 +515,7 @@ catalog:
 | hive.hive2-compatible        | true    | Using Hive 2.x compatibility mode    |
 | hive.kerberos-authentication | true    | Using authentication via Kerberos    |
 | hive.kerberos-service-name   | hive    | Kerberos service name (default hive) |
+| ugi                 | t-1234:secret                    | Hadoop UGI for Hive client.                                                                        |
 
 When using Hive 2.x, make sure to set the compatibility flag:
 

From 54cdff8aef4a3ed69629433a5cc3bbea36946a67 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Tue, 8 Jul 2025 22:39:45 +0200
Subject: [PATCH 277/357] Fix UUID support (#2007)

# Rationale for this change

The UUID support is a gift that keeps on giving. The current support of
PyIceberg is incomplete, and problematic. Mostly because:

- It is an extension-type in Arrow, which means it is not fully
supported: https://github.com/apache/arrow/issues/46469
https://github.com/apache/arrow/issues/46468
- It doesn't have native support in Spark, where it is converted into a
string. This limits the current tests, which are mostly Spark-based.

I think we have to wait for some fixes in Arrow upstream until we can
fully support this. In PyIceberg, we're converting the `fixed[16]` to a
`UUID`, but Spark does seem to error because the logical type annotation
in Parquet is missing:

```
E                   py4j.protocol.Py4JJavaError: An error occurred while calling o72.collectToPython.
E                   : org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 1.0 failed 1 times, most recent failure: Lost task 0.0 in stage 1.0 (TID 1) (localhost executor driver): java.lang.UnsupportedOperationException: Unsupported type: UTF8String
E                   	at org.apache.iceberg.arrow.vectorized.ArrowVectorAccessor.getUTF8String(ArrowVectorAccessor.java:81)
E                   	at org.apache.iceberg.spark.data.vectorized.IcebergArrowColumnVector.getUTF8String(IcebergArrowColumnVector.java:143)
E                   	at org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIteratorForCodegenStage1.processNext(Unknown Source)
E                   	at org.apache.spark.sql.execution.BufferedRowIterator.hasNext(BufferedRowIterator.java:43)
E                   	at org.apache.spark.sql.execution.WholeStageCodegenEvaluatorFactory$WholeStageCodegenPartitionEvaluator$$anon$1.hasNext(WholeStageCodegenEvaluatorFactory.scala:43)
E                   	at org.apache.spark.sql.execution.SparkPlan.$anonfun$getByteArrayRdd$1(SparkPlan.scala:388)
E                   	at org.apache.spark.rdd.RDD.$anonfun$mapPartitionsInternal$2(RDD.scala:893)
E                   	at org.apache.spark.rdd.RDD.$anonfun$mapPartitionsInternal$2$adapted(RDD.scala:893)
E                   	at org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:52)
E                   	at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:367)
E                   	at org.apache.spark.rdd.RDD.iterator(RDD.scala:331)
E                   	at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:93)
E                   	at org.apache.spark.TaskContext.runTaskWithListeners(TaskContext.scala:166)
E                   	at org.apache.spark.scheduler.Task.run(Task.scala:141)
E                   	at org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$4(Executor.scala:620)
E                   	at org.apache.spark.util.SparkErrorUtils.tryWithSafeFinally(SparkErrorUtils.scala:64)
E                   	at org.apache.spark.util.SparkErrorUtils.tryWithSafeFinally$(SparkErrorUtils.scala:61)
E                   	at org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:94)
E                   	at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:623)
E                   	at java.base/java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1128)
E                   	at java.base/java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:628)
E                   	at java.base/java.lang.Thread.run(Thread.java:829)
E
E                   Driver stacktrace:
E                   	at org.apache.spark.scheduler.DAGScheduler.failJobAndIndependentStages(DAGScheduler.scala:2856)
E                   	at org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2(DAGScheduler.scala:2792)
E                   	at org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2$adapted(DAGScheduler.scala:2791)
E                   	at scala.collection.mutable.ResizableArray.foreach(ResizableArray.scala:62)
E                   	at scala.collection.mutable.ResizableArray.foreach$(ResizableArray.scala:55)
E                   	at scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:49)
E                   	at org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:2791)
E                   	at org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1(DAGScheduler.scala:1247)
E                   	at org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1$adapted(DAGScheduler.scala:1247)
E                   	at scala.Option.foreach(Option.scala:407)
E                   	at org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:1247)
E                   	at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:3060)
E                   	at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:2994)
E                   	at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:2983)
E                   	at org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:49)
E                   	at org.apache.spark.scheduler.DAGScheduler.runJob(DAGScheduler.scala:989)
E                   	at org.apache.spark.SparkContext.runJob(SparkContext.scala:2393)
E                   	at org.apache.spark.SparkContext.runJob(SparkContext.scala:2414)
E                   	at org.apache.spark.SparkContext.runJob(SparkContext.scala:2433)
E                   	at org.apache.spark.SparkContext.runJob(SparkContext.scala:2458)
E                   	at org.apache.spark.rdd.RDD.$anonfun$collect$1(RDD.scala:1049)
E                   	at org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:151)
E                   	at org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:112)
E                   	at org.apache.spark.rdd.RDD.withScope(RDD.scala:410)
E                   	at org.apache.spark.rdd.RDD.collect(RDD.scala:1048)
E                   	at org.apache.spark.sql.execution.SparkPlan.executeCollect(SparkPlan.scala:448)
E                   	at org.apache.spark.sql.Dataset.$anonfun$collectToPython$1(Dataset.scala:4149)
E                   	at org.apache.spark.sql.Dataset.$anonfun$withAction$2(Dataset.scala:4323)
E                   	at org.apache.spark.sql.execution.QueryExecution$.withInternalError(QueryExecution.scala:546)
E                   	at org.apache.spark.sql.Dataset.$anonfun$withAction$1(Dataset.scala:4321)
E                   	at org.apache.spark.sql.execution.SQLExecution$.$anonfun$withNewExecutionId$6(SQLExecution.scala:125)
E                   	at org.apache.spark.sql.execution.SQLExecution$.withSQLConfPropagated(SQLExecution.scala:201)
E                   	at org.apache.spark.sql.execution.SQLExecution$.$anonfun$withNewExecutionId$1(SQLExecution.scala:108)
E                   	at org.apache.spark.sql.SparkSession.withActive(SparkSession.scala:900)
E                   	at org.apache.spark.sql.execution.SQLExecution$.withNewExecutionId(SQLExecution.scala:66)
E                   	at org.apache.spark.sql.Dataset.withAction(Dataset.scala:4321)
E                   	at org.apache.spark.sql.Dataset.collectToPython(Dataset.scala:4146)
E                   	at java.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
E                   	at java.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
E                   	at java.base/jdk.internal.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
E                   	at java.base/java.lang.reflect.Method.invoke(Method.java:566)
E                   	at py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)
E                   	at py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:374)
E                   	at py4j.Gateway.invoke(Gateway.java:282)
E                   	at py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)
E                   	at py4j.commands.CallCommand.execute(CallCommand.java:79)
E                   	at py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:182)
E                   	at py4j.ClientServerConnection.run(ClientServerConnection.java:106)
E                   	at java.base/java.lang.Thread.run(Thread.java:829)
E                   Caused by: java.lang.UnsupportedOperationException: Unsupported type: UTF8String
E                   	at org.apache.iceberg.arrow.vectorized.ArrowVectorAccessor.getUTF8String(ArrowVectorAccessor.java:81)
E                   	at org.apache.iceberg.spark.data.vectorized.IcebergArrowColumnVector.getUTF8String(IcebergArrowColumnVector.java:143)
E                   	at org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIteratorForCodegenStage1.processNext(Unknown Source)
E                   	at org.apache.spark.sql.execution.BufferedRowIterator.hasNext(BufferedRowIterator.java:43)
E                   	at org.apache.spark.sql.execution.WholeStageCodegenEvaluatorFactory$WholeStageCodegenPartitionEvaluator$$anon$1.hasNext(WholeStageCodegenEvaluatorFactory.scala:43)
E                   	at org.apache.spark.sql.execution.SparkPlan.$anonfun$getByteArrayRdd$1(SparkPlan.scala:388)
E                   	at org.apache.spark.rdd.RDD.$anonfun$mapPartitionsInternal$2(RDD.scala:893)
E                   	at org.apache.spark.rdd.RDD.$anonfun$mapPartitionsInternal$2$adapted(RDD.scala:893)
E                   	at org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:52)
E                   	at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:367)
E                   	at org.apache.spark.rdd.RDD.iterator(RDD.scala:331)
E                   	at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:93)
E                   	at org.apache.spark.TaskContext.runTaskWithListeners(TaskContext.scala:166)
E                   	at org.apache.spark.scheduler.Task.run(Task.scala:141)
E                   	at org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$4(Executor.scala:620)
E                   	at org.apache.spark.util.SparkErrorUtils.tryWithSafeFinally(SparkErrorUtils.scala:64)
E                   	at org.apache.spark.util.SparkErrorUtils.tryWithSafeFinally$(SparkErrorUtils.scala:61)
E                   	at org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:94)
E                   	at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:623)
E                   	at java.base/java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1128)
E                   	at java.base/java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:628)
E                   	... 1 more
```

# Are these changes tested?

# Are there any user-facing changes?

Closes https://github.com/apache/iceberg-python/issues/1986
Closes https://github.com/apache/iceberg-python/issues/2002

<!-- In the case of user-facing changes, please add the changelog label.
-->

---------

Co-authored-by: DinGo4DEV <stanleylkal@gmail.com>
---
 pyiceberg/avro/writer.py                     |  8 ++-
 pyiceberg/io/pyarrow.py                      |  4 +-
 pyiceberg/partitioning.py                    | 13 ++++-
 tests/conftest.py                            |  7 ++-
 tests/integration/test_add_files.py          |  4 +-
 tests/integration/test_partitioning_key.py   | 20 -------
 tests/integration/test_reads.py              |  8 +--
 tests/integration/test_writes/test_writes.py | 59 +++++++++++++++++++-
 8 files changed, 88 insertions(+), 35 deletions(-)

diff --git a/pyiceberg/avro/writer.py b/pyiceberg/avro/writer.py
index 80e96b04ad..6fa485f21a 100644
--- a/pyiceberg/avro/writer.py
+++ b/pyiceberg/avro/writer.py
@@ -32,6 +32,7 @@
     List,
     Optional,
     Tuple,
+    Union,
 )
 from uuid import UUID
 
@@ -121,8 +122,11 @@ def write(self, encoder: BinaryEncoder, val: Any) -> None:
 
 @dataclass(frozen=True)
 class UUIDWriter(Writer):
-    def write(self, encoder: BinaryEncoder, val: UUID) -> None:
-        encoder.write(val.bytes)
+    def write(self, encoder: BinaryEncoder, val: Union[UUID, bytes]) -> None:
+        if isinstance(val, UUID):
+            encoder.write(val.bytes)
+        else:
+            encoder.write(val)
 
 
 @dataclass(frozen=True)
diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index f6dacc16be..360e3c43cc 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -746,7 +746,7 @@ def visit_string(self, _: StringType) -> pa.DataType:
         return pa.large_string()
 
     def visit_uuid(self, _: UUIDType) -> pa.DataType:
-        return pa.binary(16)
+        return pa.uuid()
 
     def visit_unknown(self, _: UnknownType) -> pa.DataType:
         return pa.null()
@@ -1307,6 +1307,8 @@ def primitive(self, primitive: pa.DataType) -> PrimitiveType:
             return FixedType(primitive.byte_width)
         elif pa.types.is_null(primitive):
             return UnknownType()
+        elif isinstance(primitive, pa.UuidType):
+            return UUIDType()
 
         raise TypeError(f"Unsupported type: {primitive}")
 
diff --git a/pyiceberg/partitioning.py b/pyiceberg/partitioning.py
index df07f94342..dd707cea14 100644
--- a/pyiceberg/partitioning.py
+++ b/pyiceberg/partitioning.py
@@ -467,8 +467,17 @@ def _(type: IcebergType, value: Optional[time]) -> Optional[int]:
 
 
 @_to_partition_representation.register(UUIDType)
-def _(type: IcebergType, value: Optional[uuid.UUID]) -> Optional[str]:
-    return str(value) if value is not None else None
+def _(type: IcebergType, value: Optional[Union[uuid.UUID, int, bytes]]) -> Optional[Union[bytes, int]]:
+    if value is None:
+        return None
+    elif isinstance(value, bytes):
+        return value  # IdentityTransform
+    elif isinstance(value, uuid.UUID):
+        return value.bytes  # IdentityTransform
+    elif isinstance(value, int):
+        return value  # BucketTransform
+    else:
+        raise ValueError(f"Type not recognized: {value}")
 
 
 @_to_partition_representation.register(PrimitiveType)
diff --git a/tests/conftest.py b/tests/conftest.py
index a584f98c10..7b5256f340 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -2827,7 +2827,7 @@ def pyarrow_schema_with_promoted_types() -> "pa.Schema":
             pa.field("list", pa.list_(pa.int32()), nullable=False),  # can support upcasting integer to long
             pa.field("map", pa.map_(pa.string(), pa.int32()), nullable=False),  # can support upcasting integer to long
             pa.field("double", pa.float32(), nullable=True),  # can support upcasting float to double
-            pa.field("uuid", pa.binary(length=16), nullable=True),  # can support upcasting float to double
+            pa.field("uuid", pa.binary(length=16), nullable=True),  # can support upcasting fixed to uuid
         )
     )
 
@@ -2843,7 +2843,10 @@ def pyarrow_table_with_promoted_types(pyarrow_schema_with_promoted_types: "pa.Sc
             "list": [[1, 1], [2, 2]],
             "map": [{"a": 1}, {"b": 2}],
             "double": [1.1, 9.2],
-            "uuid": [b"qZx\xefNS@\x89\x9b\xf9:\xd0\xee\x9b\xf5E", b"\x97]\x87T^JDJ\x96\x97\xf4v\xe4\x03\x0c\xde"],
+            "uuid": [
+                uuid.UUID("00000000-0000-0000-0000-000000000000").bytes,
+                uuid.UUID("11111111-1111-1111-1111-111111111111").bytes,
+            ],
         },
         schema=pyarrow_schema_with_promoted_types,
     )
diff --git a/tests/integration/test_add_files.py b/tests/integration/test_add_files.py
index 3d36ffcf31..47e56be1f3 100644
--- a/tests/integration/test_add_files.py
+++ b/tests/integration/test_add_files.py
@@ -737,7 +737,7 @@ def test_add_files_with_valid_upcast(
         with pq.ParquetWriter(fos, schema=pyarrow_schema_with_promoted_types) as writer:
             writer.write_table(pyarrow_table_with_promoted_types)
 
-    tbl.add_files(file_paths=[file_path])
+    tbl.add_files(file_paths=[file_path], check_duplicate_files=False)
     # table's long field should cast to long on read
     written_arrow_table = tbl.scan().to_arrow()
     assert written_arrow_table == pyarrow_table_with_promoted_types.cast(
@@ -747,7 +747,7 @@ def test_add_files_with_valid_upcast(
                 pa.field("list", pa.list_(pa.int64()), nullable=False),
                 pa.field("map", pa.map_(pa.string(), pa.int64()), nullable=False),
                 pa.field("double", pa.float64(), nullable=True),
-                pa.field("uuid", pa.binary(length=16), nullable=True),  # can UUID is read as fixed length binary of length 16
+                pa.field("uuid", pa.uuid(), nullable=True),
             )
         )
     )
diff --git a/tests/integration/test_partitioning_key.py b/tests/integration/test_partitioning_key.py
index f9bdd4eead..1908ec16f3 100644
--- a/tests/integration/test_partitioning_key.py
+++ b/tests/integration/test_partitioning_key.py
@@ -15,7 +15,6 @@
 # specific language governing permissions and limitations
 # under the License.
 # pylint:disable=redefined-outer-name
-import uuid
 from datetime import date, datetime, timedelta, timezone
 from decimal import Decimal
 from typing import Any, List
@@ -308,25 +307,6 @@
             (CAST('2023-01-01' AS DATE), 'Associated string value for date 2023-01-01')
             """,
         ),
-        (
-            [PartitionField(source_id=14, field_id=1001, transform=IdentityTransform(), name="uuid_field")],
-            [uuid.UUID("f47ac10b-58cc-4372-a567-0e02b2c3d479")],
-            Record("f47ac10b-58cc-4372-a567-0e02b2c3d479"),
-            "uuid_field=f47ac10b-58cc-4372-a567-0e02b2c3d479",
-            f"""CREATE TABLE {identifier} (
-                uuid_field string,
-                string_field string
-            )
-            USING iceberg
-            PARTITIONED BY (
-                identity(uuid_field)
-            )
-            """,
-            f"""INSERT INTO {identifier}
-            VALUES
-            ('f47ac10b-58cc-4372-a567-0e02b2c3d479', 'Associated string value for UUID f47ac10b-58cc-4372-a567-0e02b2c3d479')
-            """,
-        ),
         (
             [PartitionField(source_id=11, field_id=1001, transform=IdentityTransform(), name="binary_field")],
             [b"example"],
diff --git a/tests/integration/test_reads.py b/tests/integration/test_reads.py
index 99fac9c322..122bd98b52 100644
--- a/tests/integration/test_reads.py
+++ b/tests/integration/test_reads.py
@@ -589,15 +589,15 @@ def test_partitioned_tables(catalog: Catalog) -> None:
 def test_unpartitioned_uuid_table(catalog: Catalog) -> None:
     unpartitioned_uuid = catalog.load_table("default.test_uuid_and_fixed_unpartitioned")
     arrow_table_eq = unpartitioned_uuid.scan(row_filter="uuid_col == '102cb62f-e6f8-4eb0-9973-d9b012ff0967'").to_arrow()
-    assert arrow_table_eq["uuid_col"].to_pylist() == [uuid.UUID("102cb62f-e6f8-4eb0-9973-d9b012ff0967").bytes]
+    assert arrow_table_eq["uuid_col"].to_pylist() == [uuid.UUID("102cb62f-e6f8-4eb0-9973-d9b012ff0967")]
 
     arrow_table_neq = unpartitioned_uuid.scan(
         row_filter="uuid_col != '102cb62f-e6f8-4eb0-9973-d9b012ff0967' and uuid_col != '639cccce-c9d2-494a-a78c-278ab234f024'"
     ).to_arrow()
     assert arrow_table_neq["uuid_col"].to_pylist() == [
-        uuid.UUID("ec33e4b2-a834-4cc3-8c4a-a1d3bfc2f226").bytes,
-        uuid.UUID("c1b0d8e0-0b0e-4b1e-9b0a-0e0b0d0c0a0b").bytes,
-        uuid.UUID("923dae77-83d6-47cd-b4b0-d383e64ee57e").bytes,
+        uuid.UUID("ec33e4b2-a834-4cc3-8c4a-a1d3bfc2f226"),
+        uuid.UUID("c1b0d8e0-0b0e-4b1e-9b0a-0e0b0d0c0a0b"),
+        uuid.UUID("923dae77-83d6-47cd-b4b0-d383e64ee57e"),
     ]
 
 
diff --git a/tests/integration/test_writes/test_writes.py b/tests/integration/test_writes/test_writes.py
index 30a0968680..cebb01bacc 100644
--- a/tests/integration/test_writes/test_writes.py
+++ b/tests/integration/test_writes/test_writes.py
@@ -19,6 +19,7 @@
 import os
 import random
 import time
+import uuid
 from datetime import date, datetime, timedelta
 from decimal import Decimal
 from pathlib import Path
@@ -49,7 +50,7 @@
 from pyiceberg.table import TableProperties
 from pyiceberg.table.refs import MAIN_BRANCH
 from pyiceberg.table.sorting import SortDirection, SortField, SortOrder
-from pyiceberg.transforms import DayTransform, HourTransform, IdentityTransform
+from pyiceberg.transforms import DayTransform, HourTransform, IdentityTransform, Transform
 from pyiceberg.types import (
     DateType,
     DecimalType,
@@ -59,6 +60,7 @@
     LongType,
     NestedField,
     StringType,
+    UUIDType,
 )
 from utils import _create_table
 
@@ -1286,7 +1288,7 @@ def test_table_write_schema_with_valid_upcast(
                 pa.field("list", pa.list_(pa.int64()), nullable=False),
                 pa.field("map", pa.map_(pa.string(), pa.int64()), nullable=False),
                 pa.field("double", pa.float64(), nullable=True),  # can support upcasting float to double
-                pa.field("uuid", pa.binary(length=16), nullable=True),  # can UUID is read as fixed length binary of length 16
+                pa.field("uuid", pa.uuid(), nullable=True),
             )
         )
     )
@@ -1858,6 +1860,59 @@ def test_read_write_decimals(session_catalog: Catalog) -> None:
     assert tbl.scan().to_arrow() == arrow_table
 
 
+@pytest.mark.integration
+@pytest.mark.parametrize(
+    "transform",
+    [
+        IdentityTransform(),
+        # Bucket is disabled because of an issue in Iceberg Java:
+        # https://github.com/apache/iceberg/pull/13324
+        # BucketTransform(32)
+    ],
+)
+def test_uuid_partitioning(session_catalog: Catalog, spark: SparkSession, transform: Transform) -> None:  # type: ignore
+    identifier = f"default.test_uuid_partitioning_{str(transform).replace('[32]', '')}"
+
+    schema = Schema(NestedField(field_id=1, name="uuid", field_type=UUIDType(), required=True))
+
+    try:
+        session_catalog.drop_table(identifier=identifier)
+    except NoSuchTableError:
+        pass
+
+    partition_spec = PartitionSpec(PartitionField(source_id=1, field_id=1000, transform=transform, name="uuid_identity"))
+
+    import pyarrow as pa
+
+    arr_table = pa.Table.from_pydict(
+        {
+            "uuid": [
+                uuid.UUID("00000000-0000-0000-0000-000000000000").bytes,
+                uuid.UUID("11111111-1111-1111-1111-111111111111").bytes,
+            ],
+        },
+        schema=pa.schema(
+            [
+                # Uuid not yet supported, so we have to stick with `binary(16)`
+                # https://github.com/apache/arrow/issues/46468
+                pa.field("uuid", pa.binary(16), nullable=False),
+            ]
+        ),
+    )
+
+    tbl = session_catalog.create_table(
+        identifier=identifier,
+        schema=schema,
+        partition_spec=partition_spec,
+    )
+
+    tbl.append(arr_table)
+
+    lhs = [r[0] for r in spark.table(identifier).collect()]
+    rhs = [str(u.as_py()) for u in tbl.scan().to_arrow()["uuid"].combine_chunks()]
+    assert lhs == rhs
+
+
 @pytest.mark.integration
 def test_avro_compression_codecs(session_catalog: Catalog, arrow_table_with_null: pa.Table) -> None:
     identifier = "default.test_avro_compression_codecs"

From 8198927408d7065bf495c08831a5c3063442f934 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Wed, 9 Jul 2025 00:07:08 +0200
Subject: [PATCH 278/357] Partition statistics metadata reading (#2146)

# Rationale for this change

Took @smaheshwar-pltr's draft PR and added a test:
https://github.com/apache/iceberg-python/pull/2033

Cherry-picked his original work to ensure it gets attributed to the
original author.

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->

---------

Co-authored-by: Sreesh Maheshwar <smaheshwar@palantir.com>
---
 pyiceberg/table/metadata.py    | 10 ++++++-
 pyiceberg/table/statistics.py  | 11 ++++++-
 tests/table/test_metadata.py   |  4 +--
 tests/table/test_statistics.py | 54 ++++++++++++++++++++++++++++++++++
 4 files changed, 75 insertions(+), 4 deletions(-)
 create mode 100644 tests/table/test_statistics.py

diff --git a/pyiceberg/table/metadata.py b/pyiceberg/table/metadata.py
index f248700c02..9c2ae29cdd 100644
--- a/pyiceberg/table/metadata.py
+++ b/pyiceberg/table/metadata.py
@@ -36,7 +36,7 @@
     SortOrder,
     assign_fresh_sort_order_ids,
 )
-from pyiceberg.table.statistics import StatisticsFile
+from pyiceberg.table.statistics import PartitionStatisticsFile, StatisticsFile
 from pyiceberg.typedef import (
     EMPTY_DICT,
     IcebergBaseModel,
@@ -222,6 +222,14 @@ class TableMetadataCommonFields(IcebergBaseModel):
     table correctly. A table can contain many statistics files
     associated with different table snapshots."""
 
+    partition_statistics: List[PartitionStatisticsFile] = Field(alias="partition-statistics", default_factory=list)
+    """A optional list of partition statistics files.
+    Partition statistics are not required for reading or planning
+    and readers may ignore them. Each table snapshot may be associated
+    with at most one partition statistics file. A writer can optionally
+    write the partition statistics file during each write operation,
+    or it can also be computed on demand."""
+
     # validators
     @field_validator("properties", mode="before")
     def transform_properties_dict_value_to_str(cls, properties: Properties) -> Dict[str, str]:
diff --git a/pyiceberg/table/statistics.py b/pyiceberg/table/statistics.py
index 151f5e961c..a2e1b149a1 100644
--- a/pyiceberg/table/statistics.py
+++ b/pyiceberg/table/statistics.py
@@ -29,15 +29,24 @@ class BlobMetadata(IcebergBaseModel):
     properties: Optional[Dict[str, str]] = None
 
 
-class StatisticsFile(IcebergBaseModel):
+class StatisticsCommonFields(IcebergBaseModel):
+    """Common fields between table and partition statistics structs found on metadata."""
+
     snapshot_id: int = Field(alias="snapshot-id")
     statistics_path: str = Field(alias="statistics-path")
     file_size_in_bytes: int = Field(alias="file-size-in-bytes")
+
+
+class StatisticsFile(StatisticsCommonFields):
     file_footer_size_in_bytes: int = Field(alias="file-footer-size-in-bytes")
     key_metadata: Optional[str] = Field(alias="key-metadata", default=None)
     blob_metadata: List[BlobMetadata] = Field(alias="blob-metadata")
 
 
+class PartitionStatisticsFile(StatisticsCommonFields):
+    pass
+
+
 def filter_statistics_by_snapshot_id(
     statistics: List[StatisticsFile],
     reject_snapshot_id: int,
diff --git a/tests/table/test_metadata.py b/tests/table/test_metadata.py
index a8410cff36..9141189ec5 100644
--- a/tests/table/test_metadata.py
+++ b/tests/table/test_metadata.py
@@ -173,13 +173,13 @@ def test_updating_metadata(example_table_metadata_v2: Dict[str, Any]) -> None:
 def test_serialize_v1(example_table_metadata_v1: Dict[str, Any]) -> None:
     table_metadata = TableMetadataV1(**example_table_metadata_v1)
     table_metadata_json = table_metadata.model_dump_json()
-    expected = """{"location":"s3://bucket/test/location","table-uuid":"d20125c8-7284-442c-9aea-15fee620737c","last-updated-ms":1602638573874,"last-column-id":3,"schemas":[{"type":"struct","fields":[{"id":1,"name":"x","type":"long","required":true},{"id":2,"name":"y","type":"long","required":true,"doc":"comment"},{"id":3,"name":"z","type":"long","required":true}],"schema-id":0,"identifier-field-ids":[]}],"current-schema-id":0,"partition-specs":[{"spec-id":0,"fields":[{"source-id":1,"field-id":1000,"transform":"identity","name":"x"}]}],"default-spec-id":0,"last-partition-id":1000,"properties":{},"snapshots":[{"snapshot-id":1925,"timestamp-ms":1602638573822,"manifest-list":"s3://bucket/test/manifest-list"}],"snapshot-log":[],"metadata-log":[],"sort-orders":[{"order-id":0,"fields":[]}],"default-sort-order-id":0,"refs":{},"statistics":[],"format-version":1,"schema":{"type":"struct","fields":[{"id":1,"name":"x","type":"long","required":true},{"id":2,"name":"y","type":"long","required":true,"doc":"comment"},{"id":3,"name":"z","type":"long","required":true}],"schema-id":0,"identifier-field-ids":[]},"partition-spec":[{"name":"x","transform":"identity","source-id":1,"field-id":1000}]}"""
+    expected = """{"location":"s3://bucket/test/location","table-uuid":"d20125c8-7284-442c-9aea-15fee620737c","last-updated-ms":1602638573874,"last-column-id":3,"schemas":[{"type":"struct","fields":[{"id":1,"name":"x","type":"long","required":true},{"id":2,"name":"y","type":"long","required":true,"doc":"comment"},{"id":3,"name":"z","type":"long","required":true}],"schema-id":0,"identifier-field-ids":[]}],"current-schema-id":0,"partition-specs":[{"spec-id":0,"fields":[{"source-id":1,"field-id":1000,"transform":"identity","name":"x"}]}],"default-spec-id":0,"last-partition-id":1000,"properties":{},"snapshots":[{"snapshot-id":1925,"timestamp-ms":1602638573822,"manifest-list":"s3://bucket/test/manifest-list"}],"snapshot-log":[],"metadata-log":[],"sort-orders":[{"order-id":0,"fields":[]}],"default-sort-order-id":0,"refs":{},"statistics":[],"partition-statistics":[],"format-version":1,"schema":{"type":"struct","fields":[{"id":1,"name":"x","type":"long","required":true},{"id":2,"name":"y","type":"long","required":true,"doc":"comment"},{"id":3,"name":"z","type":"long","required":true}],"schema-id":0,"identifier-field-ids":[]},"partition-spec":[{"name":"x","transform":"identity","source-id":1,"field-id":1000}]}"""
     assert table_metadata_json == expected
 
 
 def test_serialize_v2(example_table_metadata_v2: Dict[str, Any]) -> None:
     table_metadata = TableMetadataV2(**example_table_metadata_v2).model_dump_json()
-    expected = """{"location":"s3://bucket/test/location","table-uuid":"9c12d441-03fe-4693-9a96-a0705ddf69c1","last-updated-ms":1602638573590,"last-column-id":3,"schemas":[{"type":"struct","fields":[{"id":1,"name":"x","type":"long","required":true}],"schema-id":0,"identifier-field-ids":[]},{"type":"struct","fields":[{"id":1,"name":"x","type":"long","required":true},{"id":2,"name":"y","type":"long","required":true,"doc":"comment"},{"id":3,"name":"z","type":"long","required":true}],"schema-id":1,"identifier-field-ids":[1,2]}],"current-schema-id":1,"partition-specs":[{"spec-id":0,"fields":[{"source-id":1,"field-id":1000,"transform":"identity","name":"x"}]}],"default-spec-id":0,"last-partition-id":1000,"properties":{"read.split.target.size":"134217728"},"current-snapshot-id":3055729675574597004,"snapshots":[{"snapshot-id":3051729675574597004,"sequence-number":0,"timestamp-ms":1515100955770,"manifest-list":"s3://a/b/1.avro","summary":{"operation":"append"}},{"snapshot-id":3055729675574597004,"parent-snapshot-id":3051729675574597004,"sequence-number":1,"timestamp-ms":1555100955770,"manifest-list":"s3://a/b/2.avro","summary":{"operation":"append"},"schema-id":1}],"snapshot-log":[{"snapshot-id":3051729675574597004,"timestamp-ms":1515100955770},{"snapshot-id":3055729675574597004,"timestamp-ms":1555100955770}],"metadata-log":[{"metadata-file":"s3://bucket/.../v1.json","timestamp-ms":1515100}],"sort-orders":[{"order-id":3,"fields":[{"source-id":2,"transform":"identity","direction":"asc","null-order":"nulls-first"},{"source-id":3,"transform":"bucket[4]","direction":"desc","null-order":"nulls-last"}]}],"default-sort-order-id":3,"refs":{"test":{"snapshot-id":3051729675574597004,"type":"tag","max-ref-age-ms":10000000},"main":{"snapshot-id":3055729675574597004,"type":"branch"}},"statistics":[],"format-version":2,"last-sequence-number":34}"""
+    expected = """{"location":"s3://bucket/test/location","table-uuid":"9c12d441-03fe-4693-9a96-a0705ddf69c1","last-updated-ms":1602638573590,"last-column-id":3,"schemas":[{"type":"struct","fields":[{"id":1,"name":"x","type":"long","required":true}],"schema-id":0,"identifier-field-ids":[]},{"type":"struct","fields":[{"id":1,"name":"x","type":"long","required":true},{"id":2,"name":"y","type":"long","required":true,"doc":"comment"},{"id":3,"name":"z","type":"long","required":true}],"schema-id":1,"identifier-field-ids":[1,2]}],"current-schema-id":1,"partition-specs":[{"spec-id":0,"fields":[{"source-id":1,"field-id":1000,"transform":"identity","name":"x"}]}],"default-spec-id":0,"last-partition-id":1000,"properties":{"read.split.target.size":"134217728"},"current-snapshot-id":3055729675574597004,"snapshots":[{"snapshot-id":3051729675574597004,"sequence-number":0,"timestamp-ms":1515100955770,"manifest-list":"s3://a/b/1.avro","summary":{"operation":"append"}},{"snapshot-id":3055729675574597004,"parent-snapshot-id":3051729675574597004,"sequence-number":1,"timestamp-ms":1555100955770,"manifest-list":"s3://a/b/2.avro","summary":{"operation":"append"},"schema-id":1}],"snapshot-log":[{"snapshot-id":3051729675574597004,"timestamp-ms":1515100955770},{"snapshot-id":3055729675574597004,"timestamp-ms":1555100955770}],"metadata-log":[{"metadata-file":"s3://bucket/.../v1.json","timestamp-ms":1515100}],"sort-orders":[{"order-id":3,"fields":[{"source-id":2,"transform":"identity","direction":"asc","null-order":"nulls-first"},{"source-id":3,"transform":"bucket[4]","direction":"desc","null-order":"nulls-last"}]}],"default-sort-order-id":3,"refs":{"test":{"snapshot-id":3051729675574597004,"type":"tag","max-ref-age-ms":10000000},"main":{"snapshot-id":3055729675574597004,"type":"branch"}},"statistics":[],"partition-statistics":[],"format-version":2,"last-sequence-number":34}"""
     assert table_metadata == expected
 
 
diff --git a/tests/table/test_statistics.py b/tests/table/test_statistics.py
new file mode 100644
index 0000000000..6c91990ea3
--- /dev/null
+++ b/tests/table/test_statistics.py
@@ -0,0 +1,54 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+from pyiceberg.table.statistics import BlobMetadata, PartitionStatisticsFile, StatisticsFile
+
+
+def test_partition_statistics_file() -> None:
+    partition_statistics_file_json = (
+        """{"snapshot-id":123,"statistics-path":"s3://bucket/statistics.parquet","file-size-in-bytes":345}"""
+    )
+    partition_statistics_file = PartitionStatisticsFile.model_validate_json(partition_statistics_file_json)
+
+    assert partition_statistics_file == PartitionStatisticsFile(
+        snapshot_id=123, statistics_path="s3://bucket/statistics.parquet", file_size_in_bytes=345
+    )
+
+    assert partition_statistics_file.model_dump_json() == partition_statistics_file_json
+
+
+def test_statistics_file() -> None:
+    statistics_file_json = """{"snapshot-id":123,"statistics-path":"s3://bucket/statistics.parquet","file-size-in-bytes":345,"file-footer-size-in-bytes":456,"blob-metadata":[{"type":"apache-datasketches-theta-v1","snapshot-id":567,"sequence-number":22,"fields":[1,2,3],"properties":{"foo":"bar"}}]}"""
+    statistics_file = StatisticsFile.model_validate_json(statistics_file_json)
+
+    assert statistics_file == StatisticsFile(
+        snapshot_id=123,
+        statistics_path="s3://bucket/statistics.parquet",
+        file_size_in_bytes=345,
+        file_footer_size_in_bytes=456,
+        key_metadata=None,
+        blob_metadata=[
+            BlobMetadata(
+                type="apache-datasketches-theta-v1",
+                snapshot_id=567,
+                sequence_number=22,
+                fields=[1, 2, 3],
+                properties={"foo": "bar"},
+            )
+        ],
+    )
+
+    assert statistics_file.model_dump_json() == statistics_file_json

From df765207b0d53983c1b40f365d7038bf3ce8f30d Mon Sep 17 00:00:00 2001
From: ccmao1130 <chanchanmao1130@gmail.com>
Date: Tue, 8 Jul 2025 20:49:31 -0700
Subject: [PATCH 279/357] update daft links (#2169)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

We recently changed our site domain so want to update all Daft
documentation links. And noticed that our package should be updated from
`getdaft` to `daft`

# Are these changes tested?

yes

# Are there any user-facing changes?

no

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 mkdocs/docs/api.md              |   2 +-
 poetry.lock                     | 117 ++++++++++++++++----------------
 pyproject.toml                  |   4 +-
 tests/integration/test_reads.py |   6 --
 4 files changed, 61 insertions(+), 68 deletions(-)

diff --git a/mkdocs/docs/api.md b/mkdocs/docs/api.md
index b8a6ea45c2..28407d4ffa 100644
--- a/mkdocs/docs/api.md
+++ b/mkdocs/docs/api.md
@@ -1525,7 +1525,7 @@ print(ray_dataset.take(2))
 
 ### Daft
 
-PyIceberg interfaces closely with Daft Dataframes (see also: [Daft integration with Iceberg](https://www.getdaft.io/projects/docs/en/stable/integrations/iceberg/)) which provides a full lazily optimized query engine interface on top of PyIceberg tables.
+PyIceberg interfaces closely with Daft Dataframes (see also: [Daft integration with Iceberg](https://docs.daft.ai/en/stable/io/iceberg/)) which provides a full lazily optimized query engine interface on top of PyIceberg tables.
 
 <!-- prettier-ignore-start -->
 
diff --git a/poetry.lock b/poetry.lock
index e3b4041024..8537019afe 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -59,7 +59,7 @@ description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -72,7 +72,7 @@ description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "aiohttp-3.12.13-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5421af8f22a98f640261ee48aae3a37f0c41371e99412d55eaf2f8a46d5dad29"},
     {file = "aiohttp-3.12.13-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0fcda86f6cb318ba36ed8f1396a6a4a3fd8f856f84d426584392083d10da4de0"},
@@ -202,7 +202,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
+markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -268,7 +268,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version <= \"3.10\""
+markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version <= \"3.10\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -285,7 +285,7 @@ files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
-markers = {main = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"}
+markers = {main = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"}
 
 [package.extras]
 benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
@@ -488,7 +488,7 @@ files = [
     {file = "boto3-1.38.27-py3-none-any.whl", hash = "sha256:95f5fe688795303a8a15e8b7e7f255cadab35eae459d00cc281a4fd77252ea80"},
     {file = "boto3-1.38.27.tar.gz", hash = "sha256:94bd7fdd92d5701b362d4df100d21e28f8307a67ff56b6a8b0398119cf22f859"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.38.27,<1.39.0"
@@ -509,7 +509,7 @@ files = [
     {file = "botocore-1.38.27-py3-none-any.whl", hash = "sha256:a785d5e9a5eda88ad6ab9ed8b87d1f2ac409d0226bba6ff801c55359e94d91a8"},
     {file = "botocore-1.38.27.tar.gz", hash = "sha256:9788f7efe974328a38cbade64cc0b1e67d27944b899f88cb786ae362973133b6"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -1156,6 +1156,43 @@ files = [
     {file = "cython-3.1.2.tar.gz", hash = "sha256:6bbf7a953fa6762dfecdec015e3b054ba51c0121a45ad851fa130f63f5331381"},
 ]
 
+[[package]]
+name = "daft"
+version = "0.5.8"
+description = "Distributed Dataframes for Multimodal Data"
+optional = true
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"daft\""
+files = [
+    {file = "daft-0.5.8-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:d303a2756bb6d5ffe0c6341a781135c2625af1b8d64d59ab035b579f9f2f3082"},
+    {file = "daft-0.5.8-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:ae299ff189698dc462f22b7449011ed23d1dd46d841f592a73936e49645d510c"},
+    {file = "daft-0.5.8-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:5c6b93b27ebd8cbcbb087f801094b8177537c07c7f60a18c39ac2f5644cb034a"},
+    {file = "daft-0.5.8-cp39-abi3-manylinux_2_24_x86_64.whl", hash = "sha256:13c1ee1f6b2812ca1da95f25c86cfca533816a6d2c725a3f90578758df34cf1d"},
+    {file = "daft-0.5.8-cp39-abi3-win_amd64.whl", hash = "sha256:434a8ad2869ce2138c6c3478d8e7f4c705f8b4d7145c02b3fff2ba6e8cf804ad"},
+    {file = "daft-0.5.8.tar.gz", hash = "sha256:563bddf3a7ff74a6393d9499585f488c584db6ea80427bbeea17fbc87274cf29"},
+]
+
+[package.dependencies]
+fsspec = "*"
+pyarrow = ">=8.0.0"
+tqdm = "*"
+typing-extensions = {version = ">=4.0.0", markers = "python_full_version < \"3.10.0\""}
+
+[package.extras]
+all = ["daft[aws,azure,deltalake,gcp,iceberg,numpy,pandas,ray,spark,sql,unity]"]
+aws = ["boto3"]
+deltalake = ["deltalake", "packaging"]
+hudi = ["pyarrow (>=8.0.0)"]
+iceberg = ["packaging", "pyiceberg (>=0.7.0)"]
+lance = ["pylance"]
+numpy = ["numpy"]
+pandas = ["pandas"]
+ray = ["packaging", "ray[client,data] (>=2.0.0) ; platform_system != \"Windows\"", "ray[client,data] (>=2.10.0) ; platform_system == \"Windows\""]
+spark = ["googleapis-common-protos (==1.56.4)", "grpcio (>=1.48,<1.57)", "grpcio-status (>=1.48,<1.57)", "numpy (>=1.15)", "pandas (>=1.0.5)", "py4j (>=0.10.9.7)", "pyspark (==3.5.5)"]
+sql = ["connectorx", "sqlalchemy", "sqlglot"]
+unity = ["httpx (<=0.27.2)", "unitycatalog"]
+
 [[package]]
 name = "datafusion"
 version = "47.0.0"
@@ -1474,7 +1511,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
+markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
 files = [
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cc4df77d638aa2ed703b878dd093725b72a824c3c546c076e8fdf276f78ee84a"},
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:716a9973a2cc963160394f701964fe25012600f3d311f60c790400b00e568b61"},
@@ -1648,44 +1685,6 @@ requests = "*"
 crc = ["crcmod"]
 gcsfuse = ["fusepy"]
 
-[[package]]
-name = "getdaft"
-version = "0.4.18"
-description = "Distributed Dataframes for Multimodal Data"
-optional = true
-python-versions = ">=3.9"
-groups = ["main"]
-markers = "extra == \"daft\""
-files = [
-    {file = "getdaft-0.4.18-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:ef7fd708e230ef7a80afe0b91d2ecc03d5ff3ec78826c5f39ff5a8fb15517ed2"},
-    {file = "getdaft-0.4.18-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:d2ae3a7271eaa6f93e830bea80ea7ded0d2c3814b97b4b615af41e6aac91268b"},
-    {file = "getdaft-0.4.18-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:626f644af9f16ea77accf80177151fa6817313d596633e46d893ca2b232b1856"},
-    {file = "getdaft-0.4.18-cp39-abi3-manylinux_2_24_x86_64.whl", hash = "sha256:4e5ad35750731499a39c6056620e09ef7f310e1364a7c9d6310341e5f7478ba2"},
-    {file = "getdaft-0.4.18-cp39-abi3-win_amd64.whl", hash = "sha256:def486c781c414b241a7843eb8c54c1ba105795cb14283d5986e395bd0510abc"},
-    {file = "getdaft-0.4.18.tar.gz", hash = "sha256:ff10119147a28cfaad949f1599d9e8317069d07f83098c8d40744c4f10b51398"},
-]
-
-[package.dependencies]
-fsspec = "*"
-importlib-metadata = {version = "*", markers = "python_full_version < \"3.10.0\""}
-pyarrow = ">=8.0.0"
-tqdm = "*"
-typing-extensions = {version = ">=4.0.0", markers = "python_full_version < \"3.10.0\""}
-
-[package.extras]
-all = ["daft[aws,azure,deltalake,gcp,iceberg,numpy,pandas,ray,spark,sql,unity]"]
-aws = ["boto3"]
-deltalake = ["deltalake", "packaging"]
-hudi = ["pyarrow (>=8.0.0)"]
-iceberg = ["packaging", "pyiceberg (>=0.7.0)"]
-lance = ["pylance"]
-numpy = ["numpy"]
-pandas = ["pandas"]
-ray = ["packaging", "ray[client,data] (>=2.0.0) ; platform_system != \"Windows\"", "ray[client,data] (>=2.10.0) ; platform_system == \"Windows\""]
-spark = ["googleapis-common-protos (==1.56.4)", "grpcio (>=1.48,<1.57)", "grpcio-status (>=1.48,<1.57)", "numpy (>=1.15)", "pandas (>=1.0.5)", "py4j (>=0.10.9.7)", "pyspark"]
-sql = ["connectorx", "sqlalchemy", "sqlglot"]
-unity = ["httpx (<=0.27.2)", "unitycatalog"]
-
 [[package]]
 name = "ghp-import"
 version = "2.1.0"
@@ -2122,12 +2121,12 @@ version = "8.7.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev", "docs"]
+groups = ["dev", "docs"]
 files = [
     {file = "importlib_metadata-8.7.0-py3-none-any.whl", hash = "sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd"},
     {file = "importlib_metadata-8.7.0.tar.gz", hash = "sha256:d13b81ad223b890aa16c5471f2ac3056cf76c5f10f82d6f9292f0b415f389000"},
 ]
-markers = {main = "extra == \"daft\" and python_version < \"3.10\"", dev = "python_full_version < \"3.10.2\"", docs = "python_version < \"3.10\""}
+markers = {dev = "python_full_version < \"3.10.2\"", docs = "python_version < \"3.10\""}
 
 [package.dependencies]
 zipp = ">=3.20"
@@ -2248,7 +2247,7 @@ files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [[package]]
 name = "joserfc"
@@ -3038,7 +3037,7 @@ description = "multidict implementation"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "multidict-6.6.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cfd9c74d337e710d7ee26e72a7dbedbd60e0c58d3df7c5ccbb748857e977783c"},
     {file = "multidict-6.6.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9d2c5867a1bd182041a950e9ec3dd3622926260434655bd5d94a62d889100787"},
@@ -3770,7 +3769,7 @@ description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:22d9962a358aedbb7a2e36187ff273adeaab9743373a272976d2e348d08c7770"},
     {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0d0fda578d1dc3f77b6b5a5dce3b9ad69a8250a891760a548df850a5e8da87f3"},
@@ -4040,7 +4039,7 @@ description = "Python library for Apache Arrow"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"datafusion\" or extra == \"daft\" or extra == \"duckdb\" or extra == \"pandas\" or extra == \"pyarrow\" or extra == \"ray\""
+markers = "extra == \"pyarrow\" or extra == \"pandas\" or extra == \"duckdb\" or extra == \"ray\" or extra == \"daft\" or extra == \"datafusion\""
 files = [
     {file = "pyarrow-20.0.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:c7dd06fd7d7b410ca5dc839cc9d485d2bc4ae5240851bcd45d85105cc90a47d7"},
     {file = "pyarrow-20.0.0-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:d5382de8dc34c943249b01c19110783d0d64b207167c728461add1ecc2db88e4"},
@@ -5226,7 +5225,7 @@ files = [
     {file = "s3transfer-0.13.0-py3-none-any.whl", hash = "sha256:0148ef34d6dd964d0d8cf4311b2b21c474693e57c2e069ec708ce043d2b527be"},
     {file = "s3transfer-0.13.0.tar.gz", hash = "sha256:f5e6db74eb7776a37208001113ea7aa97695368242b364d73e91c981ac522177"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.37.4,<2.0a.0"
@@ -5734,7 +5733,7 @@ description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"daft\" or extra == \"hf\""
+markers = "extra == \"hf\" or extra == \"daft\""
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -6019,7 +6018,7 @@ description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6032e6da6abd41e4acda34d75a816012717000fa6839f37124a47fcefc49bec4"},
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2c7b34d804b8cf9b214f05015c4fee2ebe7ed05cf581e7192c06555c71f4446a"},
@@ -6138,12 +6137,12 @@ version = "3.23.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev", "docs"]
+groups = ["dev", "docs"]
 files = [
     {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"},
     {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"},
 ]
-markers = {main = "extra == \"daft\" and python_version < \"3.10\"", dev = "python_full_version < \"3.10.2\"", docs = "python_version < \"3.10\""}
+markers = {dev = "python_full_version < \"3.10.2\"", docs = "python_version < \"3.10\""}
 
 [package.extras]
 check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
@@ -6269,7 +6268,7 @@ cffi = ["cffi (>=1.11)"]
 
 [extras]
 adlfs = ["adlfs"]
-daft = ["getdaft"]
+daft = ["daft"]
 datafusion = ["datafusion"]
 duckdb = ["duckdb", "pyarrow"]
 dynamodb = ["boto3"]
@@ -6293,4 +6292,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "58010543009e37e6c980a945d2ec2e9683238c1f07361f469765c32cb1e35098"
+content-hash = "1fcc54f796bff7ede0e45748724603838832504827f18684285ac79158e7280a"
diff --git a/pyproject.toml b/pyproject.toml
index 0e11939508..40e5c30f31 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -78,7 +78,7 @@ gcsfs = { version = ">=2023.1.0", optional = true }
 huggingface-hub = { version = ">=0.24.0", optional = true }
 psycopg2-binary = { version = ">=2.9.6", optional = true }
 sqlalchemy = { version = "^2.0.18", optional = true }
-getdaft = { version = ">=0.2.12", optional = true }
+daft = { version = ">=0.5.0", optional = true }
 cachetools = ">=5.5,<7.0"
 pyiceberg-core = { version = "^0.5.1", optional = true }
 polars = { version = "^1.21.0", optional = true }
@@ -298,7 +298,7 @@ pyarrow = ["pyarrow", "pyiceberg-core"]
 pandas = ["pandas", "pyarrow"]
 duckdb = ["duckdb", "pyarrow"]
 ray = ["ray", "pyarrow", "pandas"]
-daft = ["getdaft"]
+daft = ["daft"]
 polars = ["polars"]
 snappy = ["python-snappy"]
 hive = ["thrift"]
diff --git a/tests/integration/test_reads.py b/tests/integration/test_reads.py
index 122bd98b52..0df885846b 100644
--- a/tests/integration/test_reads.py
+++ b/tests/integration/test_reads.py
@@ -321,9 +321,6 @@ def test_pyarrow_limit_with_multiple_files(catalog: Catalog) -> None:
 @pytest.mark.integration
 @pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
 def test_daft_nan(catalog: Catalog) -> None:
-    import daft
-
-    daft.context.set_runner_native()
     table_test_null_nan_rewritten = catalog.load_table("default.test_null_nan_rewritten")
     df = table_test_null_nan_rewritten.to_daft()
     assert df.count_rows() == 3
@@ -333,9 +330,6 @@ def test_daft_nan(catalog: Catalog) -> None:
 @pytest.mark.integration
 @pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
 def test_daft_nan_rewritten(catalog: Catalog) -> None:
-    import daft
-
-    daft.context.set_runner_native()
     table_test_null_nan_rewritten = catalog.load_table("default.test_null_nan_rewritten")
     df = table_test_null_nan_rewritten.to_daft()
     df = df.where(df["col_numeric"].float.is_nan())

From ac548b3f772736f2e46b2a151943d8e769d9669b Mon Sep 17 00:00:00 2001
From: smaheshwar-pltr <maheshwarsreesh@gmail.com>
Date: Thu, 10 Jul 2025 21:04:03 +0530
Subject: [PATCH 280/357] Nit: Make `DataScan::_check_sequence_number` static
 (#2196)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

Silence PyCharm warning that `DataScan::_check_sequence_number` can be
static.

# Are these changes tested?

N/A

# Are there any user-facing changes?

No

<!-- In the case of user-facing changes, please add the changelog label.
-->

Co-authored-by: Sreesh Maheshwar <smaheshwar@palantir.com>
---
 pyiceberg/table/__init__.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index 1dc7a29cc1..9c6754c221 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -1857,7 +1857,8 @@ def _build_residual_evaluator(self, spec_id: int) -> Callable[[DataFile], Residu
             )
         )
 
-    def _check_sequence_number(self, min_sequence_number: int, manifest: ManifestFile) -> bool:
+    @staticmethod
+    def _check_sequence_number(min_sequence_number: int, manifest: ManifestFile) -> bool:
         """Ensure that no manifests are loaded that contain deletes that are older than the data.
 
         Args:

From 513dc6a7fcd3cd3d04a6e79ae6d9eea11fbd19c6 Mon Sep 17 00:00:00 2001
From: smaheshwar-pltr <maheshwarsreesh@gmail.com>
Date: Thu, 10 Jul 2025 21:04:13 +0530
Subject: [PATCH 281/357] Nit: Clean up comments in
 `DataScan::_build_residual_evaluator` (#2197)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

Cleaning up comments in `DataScan::_build_residual_evaluator`, no code
changes.

# Are these changes tested?

N/A

# Are there any user-facing changes?

No

<!-- In the case of user-facing changes, please add the changelog label.
-->

Co-authored-by: Sreesh Maheshwar <smaheshwar@palantir.com>
---
 pyiceberg/table/__init__.py | 6 ++----
 1 file changed, 2 insertions(+), 4 deletions(-)

diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index 9c6754c221..06368f709c 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -1841,13 +1841,11 @@ def _build_metrics_evaluator(self) -> Callable[[DataFile], bool]:
     def _build_residual_evaluator(self, spec_id: int) -> Callable[[DataFile], ResidualEvaluator]:
         spec = self.table_metadata.specs()[spec_id]
 
+        from pyiceberg.expressions.visitors import residual_evaluator_of
+
         # The lambda created here is run in multiple threads.
         # So we avoid creating _EvaluatorExpression methods bound to a single
         # shared instance across multiple threads.
-        # return lambda data_file: (partition_schema, partition_expr, self.case_sensitive)(data_file.partition)
-        from pyiceberg.expressions.visitors import residual_evaluator_of
-
-        # assert self.row_filter == False
         return lambda datafile: (
             residual_evaluator_of(
                 spec=spec,

From ea1059d0f2060631a8965e6a14862fd259835afc Mon Sep 17 00:00:00 2001
From: Stanley Law <stanleylkal@gmail.com>
Date: Thu, 10 Jul 2025 23:34:24 +0800
Subject: [PATCH 282/357] chore: specify test paths to integrate with vscode
 testing extension (#2194)

# Rationale for this change

Add `testpaths` option to enjoy the Test Explorer UI extension in
development. Without this option, though the Python Test Adpater Log
will run `pytest --collect-only` to discovery tests, it will potential
occur error when parsing the test files (e.g. Import Error).

---
## Results:
| Before adding `testpaths`  | After adding `testpaths` |
|------------------------------|---------------------------|
|
![image](https://github.com/user-attachments/assets/bbee6269-7e96-4a4a-a838-3be283260f6a)|
![image](https://github.com/user-attachments/assets/210eabbd-12ea-4d70-b71e-a9d47a25d828)|

After adding `testpaths`:


# Are these changes tested?

Yes, Tested on Codespace and local VScode

# Are there any user-facing changes?

No, this change not affect any iceberg code.
---
 pyproject.toml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/pyproject.toml b/pyproject.toml
index 40e5c30f31..683d3e1111 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -317,6 +317,8 @@ pyiceberg-core = ["pyiceberg-core"]
 datafusion = ["datafusion"]
 
 [tool.pytest.ini_options]
+testpaths = ["tests"]
+
 markers = [
   "unmarked: marks a test as a unittest",
   "s3: marks a test as requiring access to s3 compliant storage (use with --aws-access-key-id, --aws-secret-access-key, and --endpoint args)",

From b7cd1f5419ca08e70c715f54158b3c6c77875148 Mon Sep 17 00:00:00 2001
From: Matthias Q <35303817+matthias-Q@users.noreply.github.com>
Date: Tue, 15 Jul 2025 04:41:13 +0200
Subject: [PATCH 283/357] feat: add schema conversion from avro
 `timestamp-millis` and `uuid` (#2173)

# Rationale for this change
The schema conversion util from avro schema to iceberg schema did ignore
`timestamp-millis`.
Also added conversion from `uuid`

# Are these changes tested?
Added tests for `timestamp-millis` and `timestamp-micros` as the latter
was missing

# Are there any user-facing changes?

no

---------

Co-authored-by: Kevin Liu <kevin.jq.liu@gmail.com>
---
 pyiceberg/utils/schema_conversion.py  |  2 ++
 tests/utils/test_schema_conversion.py | 26 ++++++++++++++++++++++++++
 2 files changed, 28 insertions(+)

diff --git a/pyiceberg/utils/schema_conversion.py b/pyiceberg/utils/schema_conversion.py
index ec2fccd509..c73b3ada7d 100644
--- a/pyiceberg/utils/schema_conversion.py
+++ b/pyiceberg/utils/schema_conversion.py
@@ -69,8 +69,10 @@
 LOGICAL_FIELD_TYPE_MAPPING: Dict[Tuple[str, str], PrimitiveType] = {
     ("date", "int"): DateType(),
     ("time-micros", "long"): TimeType(),
+    ("timestamp-millis", "int"): TimestampType(),
     ("timestamp-micros", "long"): TimestampType(),
     ("uuid", "fixed"): UUIDType(),
+    ("uuid", "string"): UUIDType(),
 }
 
 AvroType = Union[str, Any]
diff --git a/tests/utils/test_schema_conversion.py b/tests/utils/test_schema_conversion.py
index e60a89563f..a5c45447ff 100644
--- a/tests/utils/test_schema_conversion.py
+++ b/tests/utils/test_schema_conversion.py
@@ -33,7 +33,9 @@
     NestedField,
     StringType,
     StructType,
+    TimestampType,
     UnknownType,
+    UUIDType,
 )
 from pyiceberg.utils.schema_conversion import AvroSchemaConversion
 
@@ -327,6 +329,30 @@ def test_convert_date_type() -> None:
     assert actual == DateType()
 
 
+def test_convert_uuid_str_type() -> None:
+    avro_logical_type = {"type": "string", "logicalType": "uuid"}
+    actual = AvroSchemaConversion()._convert_logical_type(avro_logical_type)
+    assert actual == UUIDType()
+
+
+def test_convert_uuid_fixed_type() -> None:
+    avro_logical_type = {"type": "fixed", "logicalType": "uuid"}
+    actual = AvroSchemaConversion()._convert_logical_type(avro_logical_type)
+    assert actual == UUIDType()
+
+
+def test_convert_timestamp_millis_type() -> None:
+    avro_logical_type = {"type": "int", "logicalType": "timestamp-millis"}
+    actual = AvroSchemaConversion()._convert_logical_type(avro_logical_type)
+    assert actual == TimestampType()
+
+
+def test_convert_timestamp_micros_type() -> None:
+    avro_logical_type = {"type": "int", "logicalType": "timestamp-micros"}
+    actual = AvroSchemaConversion()._convert_logical_type(avro_logical_type)
+    assert actual == TimestampType()
+
+
 def test_unknown_logical_type() -> None:
     """Test raising a ValueError when converting an unknown logical type as part of an Avro schema conversion"""
     avro_logical_type = {"type": "bytes", "logicalType": "date"}

From ad07b6cb65e9712e80d395b08f0693cbbe703aa8 Mon Sep 17 00:00:00 2001
From: Alex Stephen <1325798+rambleraptor@users.noreply.github.com>
Date: Mon, 14 Jul 2025 19:42:29 -0700
Subject: [PATCH 284/357] Add RemovePartitionStatisticsUpdate and
 SetPartitionStatisticsUpdate (#2192)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
Closes #2191

# Rationale for this change
apache/iceberg supports these two event types. We should do the same to
match the Java implementation and allow users to alter their partition
statistics files.

[REST Spec
Reference]([apache/iceberg@09140e5/open-api/rest-catalog-open-api.yaml#L2981-L3004](https://github.com/apache/iceberg/blob/09140e52836048b112c42c9cfe721295bd57048b/open-api/rest-catalog-open-api.yaml#L2981-L3004))

# Are these changes tested?
Unit test included.

# Are there any user-facing changes?
- Adds `RemovePartitionStatisticsUpdate` and
`SetPartitionStatisticsUpdate` actions.

<!-- In the case of user-facing changes, please add the changelog label.
-->

---------

Co-authored-by: Kevin Liu <kevin.jq.liu@gmail.com>
---
 pyiceberg/table/statistics.py      |  6 +--
 pyiceberg/table/update/__init__.py | 41 ++++++++++++++-
 tests/table/test_init.py           | 80 +++++++++++++++++++++++++++++-
 3 files changed, 122 insertions(+), 5 deletions(-)

diff --git a/pyiceberg/table/statistics.py b/pyiceberg/table/statistics.py
index a2e1b149a1..484391efb1 100644
--- a/pyiceberg/table/statistics.py
+++ b/pyiceberg/table/statistics.py
@@ -14,7 +14,7 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
-from typing import Dict, List, Literal, Optional
+from typing import Dict, List, Literal, Optional, Union
 
 from pydantic import Field
 
@@ -48,7 +48,7 @@ class PartitionStatisticsFile(StatisticsCommonFields):
 
 
 def filter_statistics_by_snapshot_id(
-    statistics: List[StatisticsFile],
+    statistics: List[Union[StatisticsFile, PartitionStatisticsFile]],
     reject_snapshot_id: int,
-) -> List[StatisticsFile]:
+) -> List[Union[StatisticsFile, PartitionStatisticsFile]]:
     return [stat for stat in statistics if stat.snapshot_id != reject_snapshot_id]
diff --git a/pyiceberg/table/update/__init__.py b/pyiceberg/table/update/__init__.py
index 6653f119f0..3f7d43f0ef 100644
--- a/pyiceberg/table/update/__init__.py
+++ b/pyiceberg/table/update/__init__.py
@@ -36,7 +36,11 @@
     SnapshotLogEntry,
 )
 from pyiceberg.table.sorting import SortOrder
-from pyiceberg.table.statistics import StatisticsFile, filter_statistics_by_snapshot_id
+from pyiceberg.table.statistics import (
+    PartitionStatisticsFile,
+    StatisticsFile,
+    filter_statistics_by_snapshot_id,
+)
 from pyiceberg.typedef import (
     IcebergBaseModel,
     Properties,
@@ -198,6 +202,16 @@ class RemoveStatisticsUpdate(IcebergBaseModel):
     snapshot_id: int = Field(alias="snapshot-id")
 
 
+class SetPartitionStatisticsUpdate(IcebergBaseModel):
+    action: Literal["set-partition-statistics"] = Field(default="set-partition-statistics")
+    partition_statistics: PartitionStatisticsFile
+
+
+class RemovePartitionStatisticsUpdate(IcebergBaseModel):
+    action: Literal["remove-partition-statistics"] = Field(default="remove-partition-statistics")
+    snapshot_id: int = Field(alias="snapshot-id")
+
+
 TableUpdate = Annotated[
     Union[
         AssignUUIDUpdate,
@@ -217,6 +231,8 @@ class RemoveStatisticsUpdate(IcebergBaseModel):
         RemovePropertiesUpdate,
         SetStatisticsUpdate,
         RemoveStatisticsUpdate,
+        SetPartitionStatisticsUpdate,
+        RemovePartitionStatisticsUpdate,
     ],
     Field(discriminator="action"),
 ]
@@ -582,6 +598,29 @@ def _(update: RemoveStatisticsUpdate, base_metadata: TableMetadata, context: _Ta
     return base_metadata.model_copy(update={"statistics": statistics})
 
 
+@_apply_table_update.register(SetPartitionStatisticsUpdate)
+def _(update: SetPartitionStatisticsUpdate, base_metadata: TableMetadata, context: _TableMetadataUpdateContext) -> TableMetadata:
+    partition_statistics = filter_statistics_by_snapshot_id(
+        base_metadata.partition_statistics, update.partition_statistics.snapshot_id
+    )
+    context.add_update(update)
+
+    return base_metadata.model_copy(update={"partition_statistics": partition_statistics + [update.partition_statistics]})
+
+
+@_apply_table_update.register(RemovePartitionStatisticsUpdate)
+def _(
+    update: RemovePartitionStatisticsUpdate, base_metadata: TableMetadata, context: _TableMetadataUpdateContext
+) -> TableMetadata:
+    if not any(part_stat.snapshot_id == update.snapshot_id for part_stat in base_metadata.partition_statistics):
+        raise ValueError(f"Partition Statistics with snapshot id {update.snapshot_id} does not exist")
+
+    statistics = filter_statistics_by_snapshot_id(base_metadata.partition_statistics, update.snapshot_id)
+    context.add_update(update)
+
+    return base_metadata.model_copy(update={"partition_statistics": statistics})
+
+
 def update_table_metadata(
     base_metadata: TableMetadata,
     updates: Tuple[TableUpdate, ...],
diff --git a/tests/table/test_init.py b/tests/table/test_init.py
index 89524a861c..748a77eee0 100644
--- a/tests/table/test_init.py
+++ b/tests/table/test_init.py
@@ -64,7 +64,7 @@
     SortField,
     SortOrder,
 )
-from pyiceberg.table.statistics import BlobMetadata, StatisticsFile
+from pyiceberg.table.statistics import BlobMetadata, PartitionStatisticsFile, StatisticsFile
 from pyiceberg.table.update import (
     AddSnapshotUpdate,
     AddSortOrderUpdate,
@@ -76,11 +76,13 @@
     AssertLastAssignedPartitionId,
     AssertRefSnapshotId,
     AssertTableUUID,
+    RemovePartitionStatisticsUpdate,
     RemovePropertiesUpdate,
     RemoveSnapshotRefUpdate,
     RemoveSnapshotsUpdate,
     RemoveStatisticsUpdate,
     SetDefaultSortOrderUpdate,
+    SetPartitionStatisticsUpdate,
     SetPropertiesUpdate,
     SetSnapshotRefUpdate,
     SetStatisticsUpdate,
@@ -1359,3 +1361,79 @@ def test_remove_statistics_update(table_v2_with_statistics: Table) -> None:
             table_v2_with_statistics.metadata,
             (RemoveStatisticsUpdate(snapshot_id=123456789),),
         )
+
+
+def test_set_partition_statistics_update(table_v2_with_statistics: Table) -> None:
+    snapshot_id = table_v2_with_statistics.metadata.current_snapshot_id
+
+    partition_statistics_file = PartitionStatisticsFile(
+        snapshot_id=snapshot_id,
+        statistics_path="s3://bucket/warehouse/stats.puffin",
+        file_size_in_bytes=124,
+    )
+
+    update = SetPartitionStatisticsUpdate(
+        partition_statistics=partition_statistics_file,
+    )
+
+    new_metadata = update_table_metadata(
+        table_v2_with_statistics.metadata,
+        (update,),
+    )
+
+    expected = """
+    {
+      "snapshot-id": 3055729675574597004,
+      "statistics-path": "s3://bucket/warehouse/stats.puffin",
+      "file-size-in-bytes": 124
+    }"""
+
+    assert len(new_metadata.partition_statistics) == 1
+
+    updated_statistics = [stat for stat in new_metadata.partition_statistics if stat.snapshot_id == snapshot_id]
+
+    assert len(updated_statistics) == 1
+    assert json.loads(updated_statistics[0].model_dump_json()) == json.loads(expected)
+
+
+def test_remove_partition_statistics_update(table_v2_with_statistics: Table) -> None:
+    # Add partition statistics file.
+    snapshot_id = table_v2_with_statistics.metadata.current_snapshot_id
+
+    partition_statistics_file = PartitionStatisticsFile(
+        snapshot_id=snapshot_id,
+        statistics_path="s3://bucket/warehouse/stats.puffin",
+        file_size_in_bytes=124,
+    )
+
+    update = SetPartitionStatisticsUpdate(
+        partition_statistics=partition_statistics_file,
+    )
+
+    new_metadata = update_table_metadata(
+        table_v2_with_statistics.metadata,
+        (update,),
+    )
+    assert len(new_metadata.partition_statistics) == 1
+
+    # Remove the same partition statistics file.
+    remove_update = RemovePartitionStatisticsUpdate(snapshot_id=snapshot_id)
+
+    remove_metadata = update_table_metadata(
+        new_metadata,
+        (remove_update,),
+    )
+
+    assert len(remove_metadata.partition_statistics) == 0
+
+
+def test_remove_partition_statistics_update_with_invalid_snapshot_id(table_v2_with_statistics: Table) -> None:
+    # Remove the same partition statistics file.
+    with pytest.raises(
+        ValueError,
+        match="Partition Statistics with snapshot id 123456789 does not exist",
+    ):
+        update_table_metadata(
+            table_v2_with_statistics.metadata,
+            (RemovePartitionStatisticsUpdate(snapshot_id=123456789),),
+        )

From 51de85a479b29fa46c93a05ffd2a0af87c9f22f1 Mon Sep 17 00:00:00 2001
From: gtrettenero <98507672+gtrettenero@users.noreply.github.com>
Date: Mon, 14 Jul 2025 20:09:50 -0700
Subject: [PATCH 285/357] add PARTITION_SUMMARY_PROP (#2202)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

Adding the snapshot property to keep parity with
[Java](https://github.com/apache/iceberg/commits/main/core/src/main/java/org/apache/iceberg/SnapshotSummary.java)

# Are these changes tested?

Yes I modified two of the existing tests to add this property and added
an additional two for cases where the table is unchanged or
unpartitioned.

# Are there any user-facing changes?

Yes, this will add a property to the Snapshot Summaries when partitions
are changed.

<!-- In the case of user-facing changes, please add the changelog label.
-->

---------

Co-authored-by: Giorgio Trettenero <gtret@netflix.com>
Co-authored-by: Kevin Liu <kevin.jq.liu@gmail.com>
---
 pyiceberg/table/snapshots.py  |  3 +++
 tests/table/test_snapshots.py | 22 ++++++++++++++++++++++
 2 files changed, 25 insertions(+)

diff --git a/pyiceberg/table/snapshots.py b/pyiceberg/table/snapshots.py
index 8d1a24c420..60ad7219e1 100644
--- a/pyiceberg/table/snapshots.py
+++ b/pyiceberg/table/snapshots.py
@@ -58,6 +58,7 @@
 TOTAL_FILE_SIZE = "total-files-size"
 CHANGED_PARTITION_COUNT_PROP = "changed-partition-count"
 CHANGED_PARTITION_PREFIX = "partitions."
+PARTITION_SUMMARY_PROP = "partition-summaries-included"
 OPERATION = "operation"
 
 INITIAL_SEQUENCE_NUMBER = 0
@@ -306,6 +307,8 @@ def build(self) -> Dict[str, str]:
         changed_partitions_size = len(self.partition_metrics)
         set_when_positive(properties, changed_partitions_size, CHANGED_PARTITION_COUNT_PROP)
         if changed_partitions_size <= self.max_changed_partitions_for_summaries:
+            if changed_partitions_size > 0:
+                properties[PARTITION_SUMMARY_PROP] = "true"
             for partition_path, update_metrics_partition in self.partition_metrics.items():
                 if (summary := self._partition_summary(update_metrics_partition)) and len(summary) != 0:
                     properties[CHANGED_PARTITION_PREFIX + partition_path] = summary
diff --git a/tests/table/test_snapshots.py b/tests/table/test_snapshots.py
index b71d92aa55..d26562ad8f 100644
--- a/tests/table/test_snapshots.py
+++ b/tests/table/test_snapshots.py
@@ -224,6 +224,7 @@ def test_snapshot_summary_collector_with_partition() -> None:
         "added-records": "100",
         "deleted-records": "300",
         "changed-partition-count": "2",
+        "partition-summaries-included": "true",
         "partitions.int_field=1": "added-files-size=1234,removed-files-size=1234,added-data-files=1,deleted-data-files=1,added-records=100,deleted-records=100",
         "partitions.int_field=2": "removed-files-size=4321,deleted-data-files=1,deleted-records=200",
     }
@@ -259,11 +260,32 @@ def test_snapshot_summary_collector_with_partition_limit_in_constructor() -> Non
         "added-records": "100",
         "deleted-records": "300",
         "changed-partition-count": "2",
+        "partition-summaries-included": "true",
         "partitions.int_field=1": "added-files-size=1234,removed-files-size=1234,added-data-files=1,deleted-data-files=1,added-records=100,deleted-records=100",
         "partitions.int_field=2": "removed-files-size=4321,deleted-data-files=1,deleted-records=200",
     }
 
 
+@pytest.mark.integration
+def test_partition_summaries_included_not_set_when_no_change() -> None:
+    ssc = SnapshotSummaryCollector()
+    # No files added, so no partition_metrics
+    ssc.set_partition_summary_limit(10)
+    result = ssc.build()
+    assert "partition-summaries-included" not in result
+    assert result == {}  # Should be empty dict
+
+
+@pytest.mark.integration
+def test_partition_summaries_included_not_set_when_unpartitioned_files(table_schema_simple: Schema) -> None:
+    ssc = SnapshotSummaryCollector()
+    data_file = DataFile.from_args(content=DataFileContent.DATA, record_count=100, file_size_in_bytes=1234, partition=Record())
+    ssc.add_file(data_file, schema=table_schema_simple)
+    ssc.set_partition_summary_limit(10)
+    result = ssc.build()
+    assert "partition-summaries-included" not in result
+
+
 def test_merge_snapshot_summaries_empty() -> None:
     assert update_snapshot_summaries(Summary(Operation.APPEND)) == Summary(
         operation=Operation.APPEND,

From e58e3a54b0b3715f27ec62b084178472add8a2d3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 14 Jul 2025 23:15:38 -0400
Subject: [PATCH 286/357] Build: Bump duckdb from 1.3.1 to 1.3.2 (#2208)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [duckdb](https://github.com/duckdb/duckdb) from 1.3.1 to 1.3.2.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/duckdb/duckdb/releases">duckdb's
releases</a>.</em></p>
<blockquote>
<h2>v1.3.2 Bugfix Release</h2>
<p>This is a bug fix release for various issues discovered after we
released 1.3.1. There are no new major features, just bug fixes.
Database files created by DuckDB versions all the way back to v0.9 can
be read by this version.</p>
<h2>What's Changed</h2>
<ul>
<li>bump julia to v1.3.1 by <a
href="https://github.com/c-herrewijn"><code>@​c-herrewijn</code></a> in
<a
href="https://redirect.github.com/duckdb/duckdb/pull/17966">duckdb/duckdb#17966</a></li>
<li>[CI] adding DONT_LINK parameter to the test extension configuration
for <code>inet</code> extension by <a
href="https://github.com/hmeriann"><code>@​hmeriann</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17967">duckdb/duckdb#17967</a></li>
<li>Eviction queue: Sort purged nodes and bulk re-add by <a
href="https://github.com/lnkuiper"><code>@​lnkuiper</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17913">duckdb/duckdb#17913</a></li>
<li>Grab lock before finalizing dynamic filters by <a
href="https://github.com/lnkuiper"><code>@​lnkuiper</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17964">duckdb/duckdb#17964</a></li>
<li>Issue <a
href="https://redirect.github.com/duckdb/duckdb/issues/5144">#5144</a>:
AsOf Join Threshold by <a
href="https://github.com/hawkfish"><code>@​hawkfish</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17978">duckdb/duckdb#17978</a></li>
<li>Fix for IsDenseRange check in filter_combiner by <a
href="https://github.com/pdet"><code>@​pdet</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17988">duckdb/duckdb#17988</a></li>
<li>Use SharedLockTable in DataTable::Fetch by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17983">duckdb/duckdb#17983</a></li>
<li>On Windows CI use zip from msys2 instead of choco by <a
href="https://github.com/staticlibs"><code>@​staticlibs</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17993">duckdb/duckdb#17993</a></li>
<li>[FIX] Arrow ArrowBool8 Extension Type Add Validity Type Check by <a
href="https://github.com/rustyconover"><code>@​rustyconover</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18005">duckdb/duckdb#18005</a></li>
<li>Make test more lenient by <a
href="https://github.com/lnkuiper"><code>@​lnkuiper</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18022">duckdb/duckdb#18022</a></li>
<li>Print internal exception stack traces on failed transaction rollback
by <a
href="https://github.com/taniabogatsch"><code>@​taniabogatsch</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18023">duckdb/duckdb#18023</a></li>
<li>More fixes around GetDatabases by <a
href="https://github.com/taniabogatsch"><code>@​taniabogatsch</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18024">duckdb/duckdb#18024</a></li>
<li>[Fix] Binding error when resolving lambdas with a struct alias by <a
href="https://github.com/taniabogatsch"><code>@​taniabogatsch</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18014">duckdb/duckdb#18014</a></li>
<li>Disable constexpr std::mutex on Windows by <a
href="https://github.com/staticlibs"><code>@​staticlibs</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17991">duckdb/duckdb#17991</a></li>
<li>Use correct expression function after filter pushdown by <a
href="https://github.com/Tmonster"><code>@​Tmonster</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17860">duckdb/duckdb#17860</a></li>
<li>Implement bulk enqueue for non-concurrent queue by <a
href="https://github.com/lnkuiper"><code>@​lnkuiper</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18032">duckdb/duckdb#18032</a></li>
<li>Bring back libduckdb-src.zip as release artifact by <a
href="https://github.com/mlafeldt"><code>@​mlafeldt</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18019">duckdb/duckdb#18019</a></li>
<li>Issue <a
href="https://redirect.github.com/duckdb/duckdb/issues/18035">#18035</a>:
Zero Fill TIMESTAMP_NS by <a
href="https://github.com/hawkfish"><code>@​hawkfish</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18045">duckdb/duckdb#18045</a></li>
<li>Fix handling dynamic table filters in RemoveUnusedColumns by <a
href="https://github.com/Damon07"><code>@​Damon07</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18033">duckdb/duckdb#18033</a></li>
<li>Fix incorrect results in index scan by <a
href="https://github.com/taniabogatsch"><code>@​taniabogatsch</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18058">duckdb/duckdb#18058</a></li>
<li>bump spatial (v1.3) by <a
href="https://github.com/Maxxen"><code>@​Maxxen</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18059">duckdb/duckdb#18059</a></li>
<li>constant or null can be replaced when argument is a bound column reg
by <a href="https://github.com/Tmonster"><code>@​Tmonster</code></a> in
<a
href="https://redirect.github.com/duckdb/duckdb/pull/18018">duckdb/duckdb#18018</a></li>
<li>Issue <a
href="https://redirect.github.com/duckdb/duckdb/issues/18047">#18047</a>:
TIMESTAMP_TZ Upcast Costs by <a
href="https://github.com/hawkfish"><code>@​hawkfish</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18064">duckdb/duckdb#18064</a></li>
<li>Properly handle empty RHS in IE Join by <a
href="https://github.com/lnkuiper"><code>@​lnkuiper</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18067">duckdb/duckdb#18067</a></li>
<li>Avoid going too in-depth while computing join order by <a
href="https://github.com/carlopi"><code>@​carlopi</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/17904">duckdb/duckdb#17904</a></li>
<li>Main.yml: Move very long job from debug to release with
<code>-DDEBUG</code> and <code>FORCE_ASSERT</code> by <a
href="https://github.com/carlopi"><code>@​carlopi</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18081">duckdb/duckdb#18081</a></li>
<li>Run Python workflow against both Python 3.9 and 3.13 on PR to ensure
… by <a
href="https://github.com/evertlammerts"><code>@​evertlammerts</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18080">duckdb/duckdb#18080</a></li>
<li>fix statistics propagation for anti-joins on empty tables by <a
href="https://github.com/bradynwalsh"><code>@​bradynwalsh</code></a> in
<a
href="https://redirect.github.com/duckdb/duckdb/pull/17439">duckdb/duckdb#17439</a></li>
<li>OSX.yml: Move from using debug builds to release + DDEBUG +
FORCE_ASSERT by <a
href="https://github.com/carlopi"><code>@​carlopi</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18102">duckdb/duckdb#18102</a></li>
<li>Fix copy constructor in SetVariableStatement by <a
href="https://github.com/staticlibs"><code>@​staticlibs</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18101">duckdb/duckdb#18101</a></li>
<li>[Parquet] Add write_bloom_filter flag to allow disabling of bloom
filters by <a
href="https://github.com/Mytherin"><code>@​Mytherin</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18093">duckdb/duckdb#18093</a></li>
<li>Add Stack Trace marker to stack trace by <a
href="https://github.com/JelteF"><code>@​JelteF</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18089">duckdb/duckdb#18089</a></li>
<li>Add missing <code>INT128</code> to decimal Parquet reader switch by
<a href="https://github.com/lnkuiper"><code>@​lnkuiper</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18104">duckdb/duckdb#18104</a></li>
<li>shared_ptr<!-- raw HTML omitted -->&amp; must be reached from
FileOpener by <a
href="https://github.com/carlopi"><code>@​carlopi</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18107">duckdb/duckdb#18107</a></li>
<li>Cleanup on correct branch (1.3-ossivalis) instead of
v1.2-histrionicus by <a
href="https://github.com/carlopi"><code>@​carlopi</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18111">duckdb/duckdb#18111</a></li>
<li>Refactor extracting expressions for dynamic index scans by <a
href="https://github.com/lnkuiper"><code>@​lnkuiper</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18095">duckdb/duckdb#18095</a></li>
<li>Add v1.3.2 to version_map.json and generate storage_info.cpp by <a
href="https://github.com/hmeriann"><code>@​hmeriann</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18112">duckdb/duckdb#18112</a></li>
<li>CI: Actually correctly skip building unnecessary extensions by <a
href="https://github.com/carlopi"><code>@​carlopi</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18119">duckdb/duckdb#18119</a></li>
<li>Absorb patch from <a
href="https://redirect.github.com/duckdb/duckdb/pull/18107">duckdb/duckdb#18107</a>
by <a href="https://github.com/carlopi"><code>@​carlopi</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18114">duckdb/duckdb#18114</a></li>
<li>Use <em>unsigned</em> hugeint for compressed materialization strings
by <a href="https://github.com/lnkuiper"><code>@​lnkuiper</code></a> in
<a
href="https://redirect.github.com/duckdb/duckdb/pull/18128">duckdb/duckdb#18128</a></li>
<li>Throw internal exception on corrupted roaring bitmap offsets by <a
href="https://github.com/taniabogatsch"><code>@​taniabogatsch</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18130">duckdb/duckdb#18130</a></li>
<li>Allow .tsv as an accepted db file by <a
href="https://github.com/pdet"><code>@​pdet</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18133">duckdb/duckdb#18133</a></li>
<li>Fixing CSV Fuzzer issues by <a
href="https://github.com/pdet"><code>@​pdet</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18134">duckdb/duckdb#18134</a></li>
<li>Bump iceberg for 1.3.2, from <a
href="https://github.com/Tishj"><code>@​Tishj</code></a>, and bumping
also httpfs by <a
href="https://github.com/carlopi"><code>@​carlopi</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18148">duckdb/duckdb#18148</a></li>
<li>Internal <a
href="https://redirect.github.com/duckdb/duckdb/issues/5245">#5245</a>:
AsOf NLJ Comparisons by <a
href="https://github.com/hawkfish"><code>@​hawkfish</code></a> in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18159">duckdb/duckdb#18159</a></li>
<li>Add internal exceptions to compression paths to prevent segmentation
violations by <a
href="https://github.com/taniabogatsch"><code>@​taniabogatsch</code></a>
in <a
href="https://redirect.github.com/duckdb/duckdb/pull/18151">duckdb/duckdb#18151</a></li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/duckdb/duckdb/commit/ee5686f1b3d5a386ad4ad2939694e26df4180046"><code>ee5686f</code></a>
bump julia to v1.3.1 (<a
href="https://redirect.github.com/duckdb/duckdb/issues/17966">#17966</a>)</li>
<li><a
href="https://github.com/duckdb/duckdb/commit/148396fcf3762a0fa6c8a33e6a03613c5c8c356c"><code>148396f</code></a>
bump julia to v1.3.1</li>
<li>See full diff in <a
href="https://github.com/duckdb/duckdb/compare/v1.3.1...v1.3.2">compare
view</a></li>
</ul>
</details>
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---
 poetry.lock | 104 ++++++++++++++++++++++++++--------------------------
 1 file changed, 52 insertions(+), 52 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 8537019afe..d5b7db3b0e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -59,7 +59,7 @@ description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -72,7 +72,7 @@ description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "aiohttp-3.12.13-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5421af8f22a98f640261ee48aae3a37f0c41371e99412d55eaf2f8a46d5dad29"},
     {file = "aiohttp-3.12.13-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0fcda86f6cb318ba36ed8f1396a6a4a3fd8f856f84d426584392083d10da4de0"},
@@ -202,7 +202,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -268,7 +268,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version <= \"3.10\""
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version <= \"3.10\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -285,7 +285,7 @@ files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
-markers = {main = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"}
+markers = {main = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"}
 
 [package.extras]
 benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
@@ -488,7 +488,7 @@ files = [
     {file = "boto3-1.38.27-py3-none-any.whl", hash = "sha256:95f5fe688795303a8a15e8b7e7f255cadab35eae459d00cc281a4fd77252ea80"},
     {file = "boto3-1.38.27.tar.gz", hash = "sha256:94bd7fdd92d5701b362d4df100d21e28f8307a67ff56b6a8b0398119cf22f859"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.38.27,<1.39.0"
@@ -509,7 +509,7 @@ files = [
     {file = "botocore-1.38.27-py3-none-any.whl", hash = "sha256:a785d5e9a5eda88ad6ab9ed8b87d1f2ac409d0226bba6ff801c55359e94d91a8"},
     {file = "botocore-1.38.27.tar.gz", hash = "sha256:9788f7efe974328a38cbade64cc0b1e67d27944b899f88cb786ae362973133b6"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -1329,49 +1329,49 @@ dates = ["pytz (>=2019.1)"]
 
 [[package]]
 name = "duckdb"
-version = "1.3.1"
+version = "1.3.2"
 description = "DuckDB in-process database"
 optional = true
 python-versions = ">=3.7.0"
 groups = ["main"]
 markers = "extra == \"duckdb\""
 files = [
-    {file = "duckdb-1.3.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:8321ecd3c6be22660ac7b48d1770781b2a9d22e3f961ad0bb9f851d4e109806c"},
-    {file = "duckdb-1.3.1-cp310-cp310-macosx_12_0_universal2.whl", hash = "sha256:ccccc9dc9cb2269430fed29a2be8ff65a84d7b9e427548e02b5a8e1e1aacfa6d"},
-    {file = "duckdb-1.3.1-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:f8a1ca3bbf84275ba4e0da2bccf6d43cb277a19af6f88fb86f98c33a98cce02e"},
-    {file = "duckdb-1.3.1-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3ed9a942ba1167a51c0eb9f23c567051a51da4cbf920b3ac83fe63b010c4334c"},
-    {file = "duckdb-1.3.1-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:26944ff2c09749077ee63e5fec634da431b0b8eb7dd0d30c24fa7fe89ce70b66"},
-    {file = "duckdb-1.3.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:1ac996ac099f5d15468e33a93caf078da0fdace48c8a2c9af41e7bec766602f3"},
-    {file = "duckdb-1.3.1-cp310-cp310-win_amd64.whl", hash = "sha256:57a2324f8206a52f5fd2b44f34c3746bed8bcd5e98b05b298e04fafbf30e5079"},
-    {file = "duckdb-1.3.1-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:376193078285b243910b1239a927e271d12d9bf6358a6937d1f7af253cfef2b6"},
-    {file = "duckdb-1.3.1-cp311-cp311-macosx_12_0_universal2.whl", hash = "sha256:d690576e8b4479b1e0c58cd8179f600f67af237ad31186fb10e867a02d4d66ff"},
-    {file = "duckdb-1.3.1-cp311-cp311-macosx_12_0_x86_64.whl", hash = "sha256:833b3c0208c238aac0d9287fcaca93ea54b82deabd8d162a469bd9adb42a0453"},
-    {file = "duckdb-1.3.1-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8bdd53e62917298208b7182d5fd1686a4caddc573dc1a95a58ca054105b23b38"},
-    {file = "duckdb-1.3.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:591c9ca1b8dc591548bf56b2f18e26ca2339d7b95613009f6ba00af855210029"},
-    {file = "duckdb-1.3.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:18f21142546edb5f935963f8f012b6569b978f398d48709da276b245ee4f5f4d"},
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 ]
 
 [[package]]
@@ -1511,7 +1511,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"ray\")"
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
 files = [
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cc4df77d638aa2ed703b878dd093725b72a824c3c546c076e8fdf276f78ee84a"},
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:716a9973a2cc963160394f701964fe25012600f3d311f60c790400b00e568b61"},
@@ -2247,7 +2247,7 @@ files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [[package]]
 name = "joserfc"
@@ -3037,7 +3037,7 @@ description = "multidict implementation"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
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@@ -3769,7 +3769,7 @@ description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
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@@ -4039,7 +4039,7 @@ description = "Python library for Apache Arrow"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"pyarrow\" or extra == \"pandas\" or extra == \"duckdb\" or extra == \"ray\" or extra == \"daft\" or extra == \"datafusion\""
+markers = "extra == \"daft\" or extra == \"datafusion\" or extra == \"duckdb\" or extra == \"pandas\" or extra == \"pyarrow\" or extra == \"ray\""
 files = [
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     {file = "pyarrow-20.0.0-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:d5382de8dc34c943249b01c19110783d0d64b207167c728461add1ecc2db88e4"},
@@ -5225,7 +5225,7 @@ files = [
     {file = "s3transfer-0.13.0-py3-none-any.whl", hash = "sha256:0148ef34d6dd964d0d8cf4311b2b21c474693e57c2e069ec708ce043d2b527be"},
     {file = "s3transfer-0.13.0.tar.gz", hash = "sha256:f5e6db74eb7776a37208001113ea7aa97695368242b364d73e91c981ac522177"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.37.4,<2.0a.0"
@@ -5733,7 +5733,7 @@ description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"hf\" or extra == \"daft\""
+markers = "extra == \"daft\" or extra == \"hf\""
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -6018,7 +6018,7 @@ description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6032e6da6abd41e4acda34d75a816012717000fa6839f37124a47fcefc49bec4"},
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2c7b34d804b8cf9b214f05015c4fee2ebe7ed05cf581e7192c06555c71f4446a"},

From fd7d2fdcf88b1ab9ec1e4650cc562c8d24f15417 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 14 Jul 2025 23:15:57 -0400
Subject: [PATCH 287/357] Build: Bump huggingface-hub from 0.33.2 to 0.33.4
 (#2210)

Bumps [huggingface-hub](https://github.com/huggingface/huggingface_hub)
from 0.33.2 to 0.33.4.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/huggingface/huggingface_hub/releases">huggingface-hub's
releases</a>.</em></p>
<blockquote>
<h2>[v0.33.4] [Tiny-Agent]: Fix schema validation error for default MCP
tools</h2>
<ul>
<li>Omit parameters in default tools of tiny-agent <a
href="https://redirect.github.com/huggingface/huggingface_hub/pull/3214">huggingface/huggingface_hub#3214</a></li>
</ul>
<p>Full Changelog: <a
href="https://github.com/huggingface/huggingface_hub/compare/v0.33.3...v0.33.4">https://github.com/huggingface/huggingface_hub/compare/v0.33.3...v0.33.4</a></p>
<h2>[v0.33.3] [Tiny-Agent]: Update tiny-agents example</h2>
<ul>
<li>Update tiny-agents example <a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3205">#3205</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/huggingface/huggingface_hub/compare/v0.33.2...v0.33.3">https://github.com/huggingface/huggingface_hub/compare/v0.33.2...v0.33.3</a></p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/e2ff3a7555dde5fc775fb36e8d68fe9a8da7c69d"><code>e2ff3a7</code></a>
Release: v0.33.4</li>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/33942c7a94110f71bb196917b324f8afbff856d1"><code>33942c7</code></a>
omit parameters for default tools in tiny-agent (<a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3214">#3214</a>)</li>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/870916823b3be7251464aa438bda89af975039ec"><code>8709168</code></a>
Release: v0.33.3</li>
<li><a
href="https://github.com/huggingface/huggingface_hub/commit/7d9092668351e240ef1eff5918569cd1ca62ec85"><code>7d90926</code></a>
Update tiny-agents example (<a
href="https://redirect.github.com/huggingface/huggingface_hub/issues/3205">#3205</a>)</li>
<li>See full diff in <a
href="https://github.com/huggingface/huggingface_hub/compare/v0.33.2...v0.33.4">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index d5b7db3b0e..2b30dbad9f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2035,15 +2035,15 @@ tests = ["pytest"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.33.2"
+version = "0.33.4"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = true
 python-versions = ">=3.8.0"
 groups = ["main"]
 markers = "extra == \"hf\""
 files = [
-    {file = "huggingface_hub-0.33.2-py3-none-any.whl", hash = "sha256:3749498bfa91e8cde2ddc2c1db92c79981f40e66434c20133b39e5928ac9bcc5"},
-    {file = "huggingface_hub-0.33.2.tar.gz", hash = "sha256:84221defaec8fa09c090390cd68c78b88e3c4c2b7befba68d3dc5aacbc3c2c5f"},
+    {file = "huggingface_hub-0.33.4-py3-none-any.whl", hash = "sha256:09f9f4e7ca62547c70f8b82767eefadd2667f4e116acba2e3e62a5a81815a7bb"},
+    {file = "huggingface_hub-0.33.4.tar.gz", hash = "sha256:6af13478deae120e765bfd92adad0ae1aec1ad8c439b46f23058ad5956cbca0a"},
 ]
 
 [package.dependencies]

From bb6bff2f563e37a6bb27632b9f648b07eb0598d4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 14 Jul 2025 23:16:09 -0400
Subject: [PATCH 288/357] Build: Bump daft from 0.5.8 to 0.5.10 (#2211)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

[//]: # (dependabot-start)
⚠️  **Dependabot is rebasing this PR** ⚠️

Rebasing might not happen immediately, so don't worry if this takes some
time.

Note: if you make any changes to this PR yourself, they will take
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---

[//]: # (dependabot-end)

Bumps [daft](https://github.com/Eventual-Inc/Daft) from 0.5.8 to 0.5.10.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/Eventual-Inc/Daft/releases">daft's
releases</a>.</em></p>
<blockquote>
<h2>v0.5.10</h2>
<h2>What's Changed 🚀</h2>
<h2>✨ Features</h2>
<ul>
<li>feat(flotilla): Sort &amp; Top-N <a
href="https://github.com/srilman"><code>@​srilman</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4734">#4734</a>)</li>
<li>feat(flotilla): Support Gather Variants of Aggs <a
href="https://github.com/srilman"><code>@​srilman</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4701">#4701</a>)</li>
<li>feat: explode expression <a
href="https://github.com/kevinzwang"><code>@​kevinzwang</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4751">#4751</a>)</li>
<li>feat(flotilla): Added concat <a
href="https://github.com/rohitkulshreshtha"><code>@​rohitkulshreshtha</code></a>
(<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4748">#4748</a>)</li>
<li>feat: support for deltalake v1.0 <a
href="https://github.com/kevinzwang"><code>@​kevinzwang</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4718">#4718</a>)</li>
<li>feat(flotilla): Hash Join <a
href="https://github.com/srilman"><code>@​srilman</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4700">#4700</a>)</li>
<li>feat(flotilla): Add monotonically_increasing_id. <a
href="https://github.com/rohitkulshreshtha"><code>@​rohitkulshreshtha</code></a>
(<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4717">#4717</a>)</li>
</ul>
<h2>🐛 Bug Fixes</h2>
<ul>
<li>fix: Ignore partition refs if they are empty <a
href="https://github.com/colin-ho"><code>@​colin-ho</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4766">#4766</a>)</li>
<li>fix: Change dashboard warning to info <a
href="https://github.com/colin-ho"><code>@​colin-ho</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4767">#4767</a>)</li>
<li>fix(flotilla): Add multiple notify tokens to task <a
href="https://github.com/colin-ho"><code>@​colin-ho</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4757">#4757</a>)</li>
<li>fix: Put to_partition_tasks call in try block <a
href="https://github.com/colin-ho"><code>@​colin-ho</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4762">#4762</a>)</li>
<li>fix: fix explode expr doc test <a
href="https://github.com/colin-ho"><code>@​colin-ho</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4764">#4764</a>)</li>
<li>fix: Swap arg order for list_fill <a
href="https://github.com/colin-ho"><code>@​colin-ho</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4761">#4761</a>)</li>
<li>fix: Accept embedding types in <code>cosine_distance</code> <a
href="https://github.com/colin-ho"><code>@​colin-ho</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4753">#4753</a>)</li>
<li>fix: populate query graph nodes even if they lack task progress <a
href="https://github.com/joyceerhl"><code>@​joyceerhl</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4752">#4752</a>)</li>
</ul>
<h2>🚀 Performance</h2>
<ul>
<li>perf: Concat partitions in flotilla repartition <a
href="https://github.com/colin-ho"><code>@​colin-ho</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4756">#4756</a>)</li>
</ul>
<h2>📖 Documentation</h2>
<ul>
<li>docs: Add document processing notebook tutorial <a
href="https://github.com/malcolmgreaves"><code>@​malcolmgreaves</code></a>
(<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4750">#4750</a>)</li>
<li>docs: add some s3config on tos <a
href="https://github.com/Jay-ju"><code>@​Jay-ju</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4742">#4742</a>)</li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/Eventual-Inc/Daft/compare/v0.5.9...v0.5.10">https://github.com/Eventual-Inc/Daft/compare/v0.5.9...v0.5.10</a></p>
<h2>v0.5.9</h2>
<h2>What's Changed 🚀</h2>
<h2>✨ Features</h2>
<ul>
<li>feat(flotilla): GroupBy-style Ops <a
href="https://github.com/srilman"><code>@​srilman</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4699">#4699</a>)</li>
<li>feat: Customizable Progress Bar Statistics <a
href="https://github.com/srilman"><code>@​srilman</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4541">#4541</a>)</li>
<li>feat: rowwise (scalar) udfs <a
href="https://github.com/universalmind303"><code>@​universalmind303</code></a>
(<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4723">#4723</a>)</li>
<li>feat: add some spec for some params <a
href="https://github.com/Jay-ju"><code>@​Jay-ju</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4642">#4642</a>)</li>
<li>feat: add list_map function <a
href="https://github.com/universalmind303"><code>@​universalmind303</code></a>
(<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4529">#4529</a>)</li>
<li>feat(flotilla): support task progress for logical plan graph <a
href="https://github.com/joyceerhl"><code>@​joyceerhl</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4686">#4686</a>)</li>
<li>feat(flotilla): Repartition <a
href="https://github.com/srilman"><code>@​srilman</code></a> (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4626">#4626</a>)</li>
</ul>
<h2>🐛 Bug Fixes</h2>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/1409f8fe484ba46b17dbcd37c5613f378f35149b"><code>1409f8f</code></a>
fix: Ignore partition refs if they are empty (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4766">#4766</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/053fff47687fe949cacac27701a77b755921b6f3"><code>053fff4</code></a>
feat(flotilla): Sort &amp; Top-N (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4734">#4734</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/c52b3e6b5eb85a8aab27bbf8cbe7c198103e5ba4"><code>c52b3e6</code></a>
fix: Change dashboard warning to info (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4767">#4767</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/3a1b704e914cb3f01a25ad6083fe0461b6b0cd10"><code>3a1b704</code></a>
feat(flotilla): Support Gather Variants of Aggs (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4701">#4701</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/92b73403168551c405e927f603bdaa18b0ea1547"><code>92b7340</code></a>
fix(flotilla): Add multiple notify tokens to task (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4757">#4757</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/22338d27575b896ebe3e392d59c2d30a14abb9e1"><code>22338d2</code></a>
fix: Put to_partition_tasks call in try block (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4762">#4762</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/cc12a69bc806350330e276acca57d5a9554aac9c"><code>cc12a69</code></a>
fix: fix explode expr doc test (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4764">#4764</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/7e39b757d55b04506daabf2d072085a94f9f365a"><code>7e39b75</code></a>
fix: Swap arg order for list_fill (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4761">#4761</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/578fd4e546d051351ac72c7816af823f94b84283"><code>578fd4e</code></a>
feat: explode expression (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4751">#4751</a>)</li>
<li><a
href="https://github.com/Eventual-Inc/Daft/commit/42d8e34c241c006094cd30909a712898fa42712e"><code>42d8e34</code></a>
perf: Concat partitions in flotilla repartition (<a
href="https://redirect.github.com/Eventual-Inc/Daft/issues/4756">#4756</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/Eventual-Inc/Daft/compare/v0.5.8...v0.5.10">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=daft&package-manager=pip&previous-version=0.5.8&new-version=0.5.10)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

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---
 poetry.lock | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 2b30dbad9f..57fe70356a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1158,19 +1158,19 @@ files = [
 
 [[package]]
 name = "daft"
-version = "0.5.8"
+version = "0.5.10"
 description = "Distributed Dataframes for Multimodal Data"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"daft\""
 files = [
-    {file = "daft-0.5.8-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:d303a2756bb6d5ffe0c6341a781135c2625af1b8d64d59ab035b579f9f2f3082"},
-    {file = "daft-0.5.8-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:ae299ff189698dc462f22b7449011ed23d1dd46d841f592a73936e49645d510c"},
-    {file = "daft-0.5.8-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:5c6b93b27ebd8cbcbb087f801094b8177537c07c7f60a18c39ac2f5644cb034a"},
-    {file = "daft-0.5.8-cp39-abi3-manylinux_2_24_x86_64.whl", hash = "sha256:13c1ee1f6b2812ca1da95f25c86cfca533816a6d2c725a3f90578758df34cf1d"},
-    {file = "daft-0.5.8-cp39-abi3-win_amd64.whl", hash = "sha256:434a8ad2869ce2138c6c3478d8e7f4c705f8b4d7145c02b3fff2ba6e8cf804ad"},
-    {file = "daft-0.5.8.tar.gz", hash = "sha256:563bddf3a7ff74a6393d9499585f488c584db6ea80427bbeea17fbc87274cf29"},
+    {file = "daft-0.5.10-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:16bf3fa6eae73d7569a9904f37608cbe4dece56d1e6a6ec1a2dba1d9b9a3d9d9"},
+    {file = "daft-0.5.10-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:480aeb6d4391a3fdb45e8779527352f65ad37cdb5c7f2e12f06450db9766a81d"},
+    {file = "daft-0.5.10-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:0586a3ed58544024ea3a76e3ed6a322c28cb50be2e7d7876a305ea7e01dab1df"},
+    {file = "daft-0.5.10-cp39-abi3-manylinux_2_24_x86_64.whl", hash = "sha256:5ca715869233de7612b1c064e24a8cb69733f87f60a6b7ca0f7b730dccae7748"},
+    {file = "daft-0.5.10-cp39-abi3-win_amd64.whl", hash = "sha256:e8c8393f89294eae023e1f7bc4ceda95153d85ba3af3d332a81ff1d83eafed03"},
+    {file = "daft-0.5.10.tar.gz", hash = "sha256:f072e583b49596bc57fe0ed1f87bfb05f0e828f8fa0f8ffbbbbe5d41d7f01c5b"},
 ]
 
 [package.dependencies]

From a6837f4885d2e65bb0d519a1020d5f61abaa0641 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 14 Jul 2025 23:42:02 -0400
Subject: [PATCH 289/357] Build: Bump datafusion from 47.0.0 to 48.0.0 (#2207)

Bumps [datafusion](https://github.com/apache/datafusion-python) from
47.0.0 to 48.0.0.
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/apache/datafusion-python/commit/f10d3b892b81f48b4dfc2ccd848d9c2ad5a1c4a7"><code>f10d3b8</code></a>
Prepare for 48 release</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/2e1b71369eefc97c22b82be84bbabb414f748fb9"><code>2e1b713</code></a>
refactor: style loading logic in DataFrameHtmlFormatter (<a
href="https://redirect.github.com/apache/datafusion-python/issues/1177">#1177</a>)</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/98f4773bbe24e31abb7ab1a4a0b5f8c925257885"><code>98f4773</code></a>
feat: add FFI support for user defined functions (<a
href="https://redirect.github.com/apache/datafusion-python/issues/1145">#1145</a>)</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/9362f53150e5423581757ed56883b3ca2c95b8a2"><code>9362f53</code></a>
feat: python based catalog and schema provider (<a
href="https://redirect.github.com/apache/datafusion-python/issues/1156">#1156</a>)</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/954563429384078a9e85c56ad553c7e3be7ac52a"><code>9545634</code></a>
feat: collect once during display() in jupyter notebooks (<a
href="https://redirect.github.com/apache/datafusion-python/issues/1167">#1167</a>)</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/03921d9629c576afc43b63ad67172f70abcd73e8"><code>03921d9</code></a>
feat: dataframe string formatter (<a
href="https://redirect.github.com/apache/datafusion-python/issues/1170">#1170</a>)</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/ef62fa897e6e8334779f556aad4c0da89ebdc86f"><code>ef62fa8</code></a>
Add compression_level support to ParquetWriterOptions and enhance
write_parqu...</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/0d3c37f9379fd12406022c7edc3fee056866a694"><code>0d3c37f</code></a>
Consolidate DataFrame Docs: Merge HTML Rendering Section as Subpage (<a
href="https://redirect.github.com/apache/datafusion-python/issues/1161">#1161</a>)</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/1812a0d3e88976f51b40ccfd1a02fddb17ddb8bb"><code>1812a0d</code></a>
Fix signature of <code>__arrow_c_stream__</code> (<a
href="https://redirect.github.com/apache/datafusion-python/issues/1168">#1168</a>)</li>
<li><a
href="https://github.com/apache/datafusion-python/commit/98dc06b553b69576d50157542f761b44f456dcf2"><code>98dc06b</code></a>
feat: Support Parquet writer options (<a
href="https://redirect.github.com/apache/datafusion-python/issues/1123">#1123</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/apache/datafusion-python/compare/47.0.0...48.0.0">compare
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---
 poetry.lock | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 57fe70356a..a043089a66 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1195,19 +1195,19 @@ unity = ["httpx (<=0.27.2)", "unitycatalog"]
 
 [[package]]
 name = "datafusion"
-version = "47.0.0"
+version = "48.0.0"
 description = "Build and run queries against data"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"datafusion\""
 files = [
-    {file = "datafusion-47.0.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:ccd83a8e49fb39be06ddfa87023200a9ddc93d181247654ac951fa5720219d08"},
-    {file = "datafusion-47.0.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:43677e6284b165727031aec14d4beaa97296e991960293c61dcb66a3a9ce59b8"},
-    {file = "datafusion-47.0.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d244ed32a2fae7c4dd292a6bfe092cc94b3b86c600eddb7d633609043d406bae"},
-    {file = "datafusion-47.0.0-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:b3304ec63fb89f27e4280226807fd033ed7f0ea36d2d69fecf68f257d975c24d"},
-    {file = "datafusion-47.0.0-cp39-abi3-win_amd64.whl", hash = "sha256:73c5d056908185c77eedcaea43a5a8ab5e1c2e747a3e34d36d3625e09a3dc2af"},
-    {file = "datafusion-47.0.0.tar.gz", hash = "sha256:19a6976731aa96a6f6e264c390c64b9e32051e866366bd69450bc77e67bc91b1"},
+    {file = "datafusion-48.0.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:24984e3c4077caca7b3746bdcf6d67171c4976325d035970b97bf59d49327c5b"},
+    {file = "datafusion-48.0.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:31e841d02147b0904984850421ae18499d4ab2492ff1ef4dd9d15d3cba3fbef3"},
+    {file = "datafusion-48.0.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b6b1ed4552c496b961d648d2cbbb6a43aaae3c6442acebc795a4ef256f549cd4"},
+    {file = "datafusion-48.0.0-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:3d316dc339c0231588ac3f4139af490c556912c54c4508c443e3466c81ff457b"},
+    {file = "datafusion-48.0.0-cp39-abi3-win_amd64.whl", hash = "sha256:3d75026f93083febef2e8b362f56e19cfbd5d8058c61c3847f04e786697fc4bd"},
+    {file = "datafusion-48.0.0.tar.gz", hash = "sha256:fcb89124db22a43e00bf5a1a4542157155d83d69589677c5309f106e83156a32"},
 ]
 
 [package.dependencies]

From a9dc0822e466e85a71d7e10aa603335a46290793 Mon Sep 17 00:00:00 2001
From: Ehsan Totoni <ehsan.tn@gmail.com>
Date: Tue, 15 Jul 2025 12:28:30 -0400
Subject: [PATCH 290/357] Add support for Bodo DataFrame (#2167)

<!--
Thanks for opening a pull request!
-->


<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

Adds support for Bodo DataFrame library, which is a drop in replacement
for Pandas that accelerates and scales Python code automatically by
applying query, compiler and HPC optimizations.

# Are these changes tested?

Added integration test.

# Are there any user-facing changes?

Adds `Table.to_bodo()` function. Example code:
```python
df = table.to_bodo()  # equivalent to `bodo.pandas.read_iceberg_table(table)`
df = df[df["trip_distance"] >= 10.0]
df = df[["VendorID", "tpep_pickup_datetime", "tpep_dropoff_datetime"]]
print(df)
```

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 mkdocs/docs/api.md                            |   46 +
 mkdocs/docs/index.md                          |    1 +
 poetry.lock                                   | 1340 ++++++++++-------
 pyiceberg/table/__init__.py                   |   11 +
 pyproject.toml                                |    6 +
 tests/integration/test_reads.py               |   10 +
 .../test_writes/test_partitioned_writes.py    |   12 +-
 tests/integration/test_writes/test_writes.py  |   15 +-
 8 files changed, 871 insertions(+), 570 deletions(-)

diff --git a/mkdocs/docs/api.md b/mkdocs/docs/api.md
index 28407d4ffa..1791b112da 100644
--- a/mkdocs/docs/api.md
+++ b/mkdocs/docs/api.md
@@ -1523,6 +1523,52 @@ print(ray_dataset.take(2))
 ]
 ```
 
+### Bodo
+
+PyIceberg interfaces closely with Bodo Dataframes (see [Bodo Iceberg Quick Start](https://docs.bodo.ai/latest/quick_start/quickstart_local_iceberg/)),
+which provides a drop-in replacement for Pandas that applies query, compiler and HPC optimizations automatically.
+Bodo accelerates and scales Python code from single laptops to large clusters without code rewrites.
+
+<!-- prettier-ignore-start -->
+
+!!! note "Requirements"
+    This requires [`bodo` to be installed](index.md).
+
+```python
+pip install pyiceberg['bodo']
+```
+<!-- prettier-ignore-end -->
+
+A table can be read easily into a Bodo Dataframe to perform Pandas operations:
+
+```python
+df = table.to_bodo()  # equivalent to `bodo.pandas.read_iceberg_table(table)`
+df = df[df["trip_distance"] >= 10.0]
+df = df[["VendorID", "tpep_pickup_datetime", "tpep_dropoff_datetime"]]
+print(df)
+```
+
+This creates a lazy query, optimizes it, and runs it on all available cores (print triggers execution):
+
+```python
+        VendorID tpep_pickup_datetime tpep_dropoff_datetime
+0              2  2023-01-01 00:27:12   2023-01-01 00:49:56
+1              2  2023-01-01 00:09:29   2023-01-01 00:29:23
+2              1  2023-01-01 00:13:30   2023-01-01 00:44:00
+3              2  2023-01-01 00:41:41   2023-01-01 01:19:32
+4              2  2023-01-01 00:22:39   2023-01-01 01:30:45
+...          ...                  ...                   ...
+245478         2  2023-01-31 22:32:57   2023-01-31 23:01:48
+245479         2  2023-01-31 22:03:26   2023-01-31 22:46:13
+245480         2  2023-01-31 23:25:56   2023-02-01 00:05:42
+245481         2  2023-01-31 23:18:00   2023-01-31 23:46:00
+245482         2  2023-01-31 23:18:00   2023-01-31 23:41:00
+
+[245483 rows x 3 columns]
+```
+
+Bodo is optimized to take advantage of Iceberg features such as hidden partitioning and various statistics for efficient reads.
+
 ### Daft
 
 PyIceberg interfaces closely with Daft Dataframes (see also: [Daft integration with Iceberg](https://docs.daft.ai/en/stable/io/iceberg/)) which provides a full lazily optimized query engine interface on top of PyIceberg tables.
diff --git a/mkdocs/docs/index.md b/mkdocs/docs/index.md
index 714baa0d69..5f4ed6cc31 100644
--- a/mkdocs/docs/index.md
+++ b/mkdocs/docs/index.md
@@ -52,6 +52,7 @@ You can mix and match optional dependencies depending on your needs:
 | pandas        | Installs both PyArrow and Pandas                                          |
 | duckdb        | Installs both PyArrow and DuckDB                                          |
 | ray           | Installs PyArrow, Pandas, and Ray                                         |
+| bodo          | Installs Bodo                                                             |
 | daft          | Installs Daft                                                             |
 | polars       | Installs Polars                                                           |
 | s3fs          | S3FS as a FileIO implementation to interact with the object store         |
diff --git a/poetry.lock b/poetry.lock
index a043089a66..7f33650f82 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -59,7 +59,7 @@ description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -67,104 +67,104 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.12.13"
+version = "3.12.14"
 description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
-files = [
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 ]
 
 [package.dependencies]
 aiohappyeyeballs = ">=2.5.0"
-aiosignal = ">=1.1.2"
+aiosignal = ">=1.4.0"
 async-timeout = {version = ">=4.0,<6.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
@@ -197,19 +197,20 @@ docs = ["sphinx (==8.0.2)", "sphinx-mdinclude (==0.6.2)"]
 
 [[package]]
 name = "aiosignal"
-version = "1.3.2"
+version = "1.4.0"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
+markers = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\")"
 files = [
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+    {file = "aiosignal-1.4.0.tar.gz", hash = "sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7"},
 ]
 
 [package.dependencies]
 frozenlist = ">=1.1.0"
+typing-extensions = {version = ">=4.2", markers = "python_version < \"3.13\""}
 
 [[package]]
 name = "alabaster"
@@ -268,7 +269,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version <= \"3.10\""
+markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version <= \"3.10\""
 files = [
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@@ -285,7 +286,7 @@ files = [
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 ]
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+markers = {main = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\")"}
 
 [package.extras]
 benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
@@ -334,15 +335,15 @@ wrapt = "*"
 
 [[package]]
 name = "azure-core"
-version = "1.34.0"
+version = "1.35.0"
 description = "Microsoft Azure Core Library for Python"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"adlfs\""
 files = [
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 ]
 
 [package.dependencies]
@@ -448,18 +449,19 @@ testing = ["jaraco.test", "pytest (!=8.0.*)", "pytest (>=6,!=8.1.*)", "pytest-ch
 
 [[package]]
 name = "backrefs"
-version = "5.8"
+version = "5.9"
 description = "A wrapper around re and regex that adds additional back references."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
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+    {file = "backrefs-5.9.tar.gz", hash = "sha256:808548cb708d66b82ee231f962cb36faaf4f2baab032f2fbb783e9c2fdddaa59"},
 ]
 
 [package.extras]
@@ -477,6 +479,61 @@ files = [
     {file = "blinker-1.9.0.tar.gz", hash = "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf"},
 ]
 
+[[package]]
+name = "bodo"
+version = "2025.7.5"
+description = "High-Performance Python Compute Engine for Data and AI"
+optional = true
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"bodo\""
+files = [
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+]
+
+[package.dependencies]
+cloudpickle = ">=3.0"
+fsspec = ">=2021.09"
+impi-rt = {version = "*", markers = "sys_platform == \"win32\""}
+numba = ">=0.60"
+numpy = ">=1.24"
+pandas = ">=2.2"
+psutil = "*"
+pyarrow = ">=19.0,<19.1"
+requests = "*"
+
+[package.extras]
+adlfs = ["adlfs (>=2022.1.0)"]
+hdf5 = ["h5py"]
+huggingface-hub = ["huggingface_hub"]
+iceberg = ["pyiceberg[glue] (>=0.9)"]
+mysql = ["PyMySQL", "sqlalchemy"]
+oracle = ["cx-Oracle", "libaio", "sqlalchemy"]
+plot = ["matplotlib"]
+postgres = ["psycopg2", "sqlalchemy"]
+s3fs = ["s3fs (>=2022.1.0)"]
+sklearn = ["scikit-learn"]
+snowflake = ["snowflake-connector-python"]
+
 [[package]]
 name = "boto3"
 version = "1.38.27"
@@ -488,7 +545,7 @@ files = [
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 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.38.27,<1.39.0"
@@ -509,7 +566,7 @@ files = [
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 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -563,14 +620,14 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2025.6.15"
+version = "2025.7.14"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev", "docs"]
 files = [
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+    {file = "certifi-2025.7.14-py3-none-any.whl", hash = "sha256:6b31f564a415d79ee77df69d757bb49a5bb53bd9f756cbbe24394ffd6fc1f4b2"},
+    {file = "certifi-2025.7.14.tar.gz", hash = "sha256:8ea99dbdfaaf2ba2f9bac77b9249ef62ec5218e7c2b2e903378ed5fccf765995"},
 ]
 
 [[package]]
@@ -668,14 +725,14 @@ files = [
 
 [[package]]
 name = "cfn-lint"
-version = "1.36.1"
+version = "1.38.0"
 description = "Checks CloudFormation templates for practices and behaviour that could potentially be improved"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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+    {file = "cfn_lint-1.38.0-py3-none-any.whl", hash = "sha256:336753eb5259022f6581e26cece84ef729ef3d06ca1445d02ade9a966474d915"},
+    {file = "cfn_lint-1.38.0.tar.gz", hash = "sha256:356275ec13a1f9cd20f87ef4ff7396a34aefad633f4783126d8f5507400b925d"},
 ]
 
 [package.dependencies]
@@ -802,6 +859,7 @@ description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev", "docs"]
+markers = "python_version < \"3.10\""
 files = [
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@@ -810,6 +868,35 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
+[[package]]
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+version = "8.2.1"
+description = "Composable command line interface toolkit"
+optional = false
+python-versions = ">=3.10"
+groups = ["main", "dev", "docs"]
+markers = "python_version >= \"3.10\""
+files = [
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+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[[package]]
+name = "cloudpickle"
+version = "3.1.1"
+description = "Pickler class to extend the standard pickle.Pickler functionality"
+optional = true
+python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"bodo\""
+files = [
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+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -1025,49 +1112,49 @@ dev = ["black (==22.3.0)", "hypothesis (<6.123.0)", "numpy", "pytest (>=5.30)",
 
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+version = "45.0.5"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
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 ]
 markers = {main = "extra == \"adlfs\""}
 
@@ -1081,7 +1168,7 @@ nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2) ; python_full_version >= \"3.8
 pep8test = ["check-sdist ; python_full_version >= \"3.8.0\"", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
 sdist = ["build (>=1.0.0)"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["certifi (>=2024)", "cryptography-vectors (==45.0.4)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
+test = ["certifi (>=2024)", "cryptography-vectors (==45.0.5)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
 test-randomorder = ["pytest-randomly"]
 
 [[package]]
@@ -1456,7 +1543,7 @@ files = [
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 ]
-markers = {main = "extra == \"ray\" or extra == \"hf\""}
+markers = {main = "python_version == \"3.9\" and (extra == \"ray\" or extra == \"hf\") or extra == \"hf\" or extra == \"ray\""}
 
 [package.extras]
 docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
@@ -1511,7 +1598,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
+markers = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\")"
 files = [
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@@ -1802,15 +1889,15 @@ grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
 
 [[package]]
 name = "google-cloud-storage"
-version = "3.1.1"
+version = "3.2.0"
 description = "Google Cloud Storage API client library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
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 ]
 
 [package.dependencies]
@@ -2013,21 +2100,21 @@ colorama = ">=0.4"
 
 [[package]]
 name = "hf-xet"
-version = "1.1.4"
+version = "1.1.5"
 description = "Fast transfer of large files with the Hugging Face Hub."
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"hf\" and (platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\")"
 files = [
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 ]
 
 [package.extras]
@@ -2115,6 +2202,19 @@ files = [
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 ]
 
+[[package]]
+name = "impi-rt"
+version = "2021.16.0"
+description = "Intel® MPI Library"
+optional = true
+python-versions = "*"
+groups = ["main"]
+markers = "extra == \"bodo\" and sys_platform == \"win32\""
+files = [
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+]
+
 [[package]]
 name = "importlib-metadata"
 version = "8.7.0"
@@ -2247,18 +2347,18 @@ files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
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 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [[package]]
 name = "joserfc"
-version = "1.1.0"
+version = "1.2.2"
 description = "The ultimate Python library for JOSE RFCs, including JWS, JWE, JWK, JWA, JWT"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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+    {file = "joserfc-1.2.2.tar.gz", hash = "sha256:0d2a84feecef96168635fd9bf288363fc75b4afef3d99691f77833c8e025d200"},
 ]
 
 [package.dependencies]
@@ -2406,6 +2506,70 @@ files = [
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 ]
 
+[[package]]
+name = "llvmlite"
+version = "0.43.0"
+description = "lightweight wrapper around basic LLVM functionality"
+optional = true
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version < \"3.10\" and extra == \"bodo\""
+files = [
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+optional = true
+python-versions = ">=3.10"
+groups = ["main"]
+markers = "python_version >= \"3.10\" and extra == \"bodo\""
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 python-versions = ">=3.9"
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@@ -3523,7 +3697,7 @@ files = [
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 [[package]]
 name = "paginate"
@@ -3548,7 +3722,7 @@ description = "Powerful data structures for data analysis, time series, and stat
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"pandas\" or extra == \"ray\""
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@@ -3597,8 +3771,8 @@ files = [
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 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -3769,7 +3943,7 @@ description = "Accelerated property cache"
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 python-versions = ">=3.9"
 groups = ["main"]
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@@ -3897,7 +4071,7 @@ description = ""
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 python-versions = "*"
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 [[package]]
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+    {file = "rpds_py-0.26.0.tar.gz", hash = "sha256:20dae58a859b0906f0685642e591056f1e787f3a8b39c8e8749a45dc7d26bdb0"},
 ]
 markers = {main = "extra == \"ray\""}
 
@@ -5225,7 +5442,7 @@ files = [
     {file = "s3transfer-0.13.0-py3-none-any.whl", hash = "sha256:0148ef34d6dd964d0d8cf4311b2b21c474693e57c2e069ec708ce043d2b527be"},
     {file = "s3transfer-0.13.0.tar.gz", hash = "sha256:f5e6db74eb7776a37208001113ea7aa97695368242b364d73e91c981ac522177"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.37.4,<2.0a.0"
@@ -5733,7 +5950,7 @@ description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"daft\" or extra == \"hf\""
+markers = "extra == \"hf\" or extra == \"daft\""
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -5784,7 +6001,7 @@ description = "Provider of IANA time zone data"
 optional = true
 python-versions = ">=2"
 groups = ["main"]
-markers = "extra == \"pandas\" or extra == \"ray\""
+markers = "extra == \"pandas\" or extra == \"ray\" or extra == \"bodo\""
 files = [
     {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"},
     {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
@@ -6018,7 +6235,7 @@ description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6032e6da6abd41e4acda34d75a816012717000fa6839f37124a47fcefc49bec4"},
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2c7b34d804b8cf9b214f05015c4fee2ebe7ed05cf581e7192c06555c71f4446a"},
@@ -6268,6 +6485,7 @@ cffi = ["cffi (>=1.11)"]
 
 [extras]
 adlfs = ["adlfs"]
+bodo = ["bodo"]
 daft = ["daft"]
 datafusion = ["datafusion"]
 duckdb = ["duckdb", "pyarrow"]
@@ -6292,4 +6510,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "1fcc54f796bff7ede0e45748724603838832504827f18684285ac79158e7280a"
+content-hash = "5cef3b70e2b74aaa1ba9d9b718c6374dfc137b87d9b4eeaab572604cbf616bd5"
diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index 06368f709c..333e813ac3 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -137,6 +137,7 @@
 from pyiceberg.utils.properties import property_as_bool
 
 if TYPE_CHECKING:
+    import bodo.pandas as bd
     import daft
     import pandas as pd
     import polars as pl
@@ -1485,6 +1486,16 @@ def to_daft(self) -> daft.DataFrame:
 
         return daft.read_iceberg(self)
 
+    def to_bodo(self) -> bd.DataFrame:
+        """Read a bodo DataFrame lazily from this Iceberg table.
+
+        Returns:
+            bd.DataFrame: Unmaterialized Bodo Dataframe created from the Iceberg table
+        """
+        import bodo.pandas as bd
+
+        return bd.read_iceberg_table(self)
+
     def to_polars(self) -> pl.LazyFrame:
         """Lazily read from this Apache Iceberg table.
 
diff --git a/pyproject.toml b/pyproject.toml
index 683d3e1111..6f1b7c779b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -78,6 +78,7 @@ gcsfs = { version = ">=2023.1.0", optional = true }
 huggingface-hub = { version = ">=0.24.0", optional = true }
 psycopg2-binary = { version = ">=2.9.6", optional = true }
 sqlalchemy = { version = "^2.0.18", optional = true }
+bodo = { version = ">=2025.7.4", optional = true }
 daft = { version = ">=0.5.0", optional = true }
 cachetools = ">=5.5,<7.0"
 pyiceberg-core = { version = "^0.5.1", optional = true }
@@ -298,6 +299,7 @@ pyarrow = ["pyarrow", "pyiceberg-core"]
 pandas = ["pandas", "pyarrow"]
 duckdb = ["duckdb", "pyarrow"]
 ray = ["ray", "pyarrow", "pandas"]
+bodo = ["bodo"]
 daft = ["daft"]
 polars = ["polars"]
 snappy = ["python-snappy"]
@@ -485,6 +487,10 @@ ignore_missing_imports = true
 module = "daft.*"
 ignore_missing_imports = true
 
+[[tool.mypy.overrides]]
+module = "bodo.*"
+ignore_missing_imports = true
+
 [[tool.mypy.overrides]]
 module = "pyparsing.*"
 ignore_missing_imports = true
diff --git a/tests/integration/test_reads.py b/tests/integration/test_reads.py
index 0df885846b..1b04b63733 100644
--- a/tests/integration/test_reads.py
+++ b/tests/integration/test_reads.py
@@ -339,6 +339,16 @@ def test_daft_nan_rewritten(catalog: Catalog) -> None:
     assert math.isnan(df.to_pydict()["col_numeric"][0])
 
 
+@pytest.mark.integration
+@pytest.mark.filterwarnings("ignore")
+@pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
+def test_bodo_nan(catalog: Catalog) -> None:
+    table_test_null_nan_rewritten = catalog.load_table("default.test_null_nan_rewritten")
+    df = table_test_null_nan_rewritten.to_bodo()
+    assert len(df) == 3
+    assert math.isnan(df.col_numeric.iloc[0])
+
+
 @pytest.mark.integration
 @pytest.mark.filterwarnings("ignore")
 @pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
diff --git a/tests/integration/test_writes/test_partitioned_writes.py b/tests/integration/test_writes/test_partitioned_writes.py
index ca7e48a5d7..b2f6ad410d 100644
--- a/tests/integration/test_writes/test_partitioned_writes.py
+++ b/tests/integration/test_writes/test_partitioned_writes.py
@@ -546,27 +546,31 @@ def test_summaries_with_null(spark: SparkSession, session_catalog: Catalog, arro
         "total-data-files": "6",
         "total-records": "6",
     }
+    assert "removed-files-size" in summaries[5]
+    assert "total-files-size" in summaries[5]
     assert summaries[5] == {
-        "removed-files-size": "16174",
+        "removed-files-size": summaries[5]["removed-files-size"],
         "changed-partition-count": "2",
         "total-equality-deletes": "0",
         "deleted-data-files": "4",
         "total-position-deletes": "0",
         "total-delete-files": "0",
         "deleted-records": "4",
-        "total-files-size": "8884",
+        "total-files-size": summaries[5]["total-files-size"],
         "total-data-files": "2",
         "total-records": "2",
     }
+    assert "added-files-size" in summaries[6]
+    assert "total-files-size" in summaries[6]
     assert summaries[6] == {
         "changed-partition-count": "2",
         "added-data-files": "2",
         "total-equality-deletes": "0",
         "added-records": "2",
         "total-position-deletes": "0",
-        "added-files-size": "8087",
+        "added-files-size": summaries[6]["added-files-size"],
         "total-delete-files": "0",
-        "total-files-size": "16971",
+        "total-files-size": summaries[6]["total-files-size"],
         "total-data-files": "4",
         "total-records": "4",
     }
diff --git a/tests/integration/test_writes/test_writes.py b/tests/integration/test_writes/test_writes.py
index cebb01bacc..624bf0d8b2 100644
--- a/tests/integration/test_writes/test_writes.py
+++ b/tests/integration/test_writes/test_writes.py
@@ -309,15 +309,17 @@ def test_summaries_partial_overwrite(spark: SparkSession, session_catalog: Catal
     assert file_size > 0
 
     # APPEND
+    assert "added-files-size" in summaries[0]
+    assert "total-files-size" in summaries[0]
     assert summaries[0] == {
         "added-data-files": "3",
-        "added-files-size": "2618",
+        "added-files-size": summaries[0]["added-files-size"],
         "added-records": "5",
         "changed-partition-count": "3",
         "total-data-files": "3",
         "total-delete-files": "0",
         "total-equality-deletes": "0",
-        "total-files-size": "2618",
+        "total-files-size": summaries[0]["total-files-size"],
         "total-position-deletes": "0",
         "total-records": "5",
     }
@@ -344,18 +346,21 @@ def test_summaries_partial_overwrite(spark: SparkSession, session_catalog: Catal
     # }
     files = tbl.inspect.data_files()
     assert len(files) == 3
+    assert "added-files-size" in summaries[1]
+    assert "removed-files-size" in summaries[1]
+    assert "total-files-size" in summaries[1]
     assert summaries[1] == {
         "added-data-files": "1",
-        "added-files-size": "875",
+        "added-files-size": summaries[1]["added-files-size"],
         "added-records": "2",
         "changed-partition-count": "1",
         "deleted-data-files": "1",
         "deleted-records": "3",
-        "removed-files-size": "882",
+        "removed-files-size": summaries[1]["removed-files-size"],
         "total-data-files": "3",
         "total-delete-files": "0",
         "total-equality-deletes": "0",
-        "total-files-size": "2611",
+        "total-files-size": summaries[1]["total-files-size"],
         "total-position-deletes": "0",
         "total-records": "4",
     }

From fcfcd70458b16f16748cf6e3ad0213420ce9710f Mon Sep 17 00:00:00 2001
From: Drew Gallardo <imgeru@gmail.com>
Date: Tue, 15 Jul 2025 13:22:49 -0700
Subject: [PATCH 291/357] Fix support for writing to nested field partition
 (#2204)

Closes #2095

# Rationale for this change
Currently, we can only partition on top-level valid field types, but
this PR adds support for partitioning on primitive fields in a struct
type using dot notation to determine the partitions against the nested
structure.

# Are these changes tested?
Yes added tests and tested a write against the problem in the above
issue.

```
> aws s3 ls s3://myBucket/demo1/nestedPartition/data/
                           PRE timestamp_hour=2024-01-15-10/
                           PRE timestamp_hour=2024-01-15-11/
                           PRE timestamp_hour=2024-04-15-11/
                           PRE timestamp_hour=2024-05-15-10/
```

# Are there any user-facing changes?

no but now can add data to tables that are partitioned by a source
column that's in a struct
---
 pyiceberg/io/pyarrow.py  | 37 +++++++++++++--
 tests/io/test_pyarrow.py | 98 +++++++++++++++++++++++++++++++++++++++-
 2 files changed, 131 insertions(+), 4 deletions(-)

diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index 360e3c43cc..1d7db412aa 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -2728,9 +2728,11 @@ def _determine_partitions(spec: PartitionSpec, schema: Schema, arrow_table: pa.T
 
     for partition, name in zip(spec.fields, partition_fields):
         source_field = schema.find_field(partition.source_id)
-        arrow_table = arrow_table.append_column(
-            name, partition.transform.pyarrow_transform(source_field.field_type)(arrow_table[source_field.name])
-        )
+        full_field_name = schema.find_column_name(partition.source_id)
+        if full_field_name is None:
+            raise ValueError(f"Could not find column name for field ID: {partition.source_id}")
+        field_array = _get_field_from_arrow_table(arrow_table, full_field_name)
+        arrow_table = arrow_table.append_column(name, partition.transform.pyarrow_transform(source_field.field_type)(field_array))
 
     unique_partition_fields = arrow_table.select(partition_fields).group_by(partition_fields).aggregate([])
 
@@ -2765,3 +2767,32 @@ def _determine_partitions(spec: PartitionSpec, schema: Schema, arrow_table: pa.T
         )
 
     return table_partitions
+
+
+def _get_field_from_arrow_table(arrow_table: pa.Table, field_path: str) -> pa.Array:
+    """Get a field from an Arrow table, supporting both literal field names and nested field paths.
+
+    This function handles two cases:
+    1. Literal field names that may contain dots (e.g., "some.id")
+    2. Nested field paths using dot notation (e.g., "bar.baz" for nested access)
+
+    Args:
+        arrow_table: The Arrow table containing the field
+        field_path: Field name or dot-separated path
+
+    Returns:
+        The field as a PyArrow Array
+
+    Raises:
+        KeyError: If the field path cannot be resolved
+    """
+    # Try exact column name match (handles field names containing literal dots)
+    if field_path in arrow_table.column_names:
+        return arrow_table[field_path]
+
+    # If not found as exact name, treat as nested field path
+    path_parts = field_path.split(".")
+    # Get the struct column from the table (e.g., "bar" from "bar.baz")
+    field_array = arrow_table[path_parts[0]]
+    # Navigate into the struct using the remaining path parts
+    return pc.struct_field(field_array, path_parts[1:])
diff --git a/tests/io/test_pyarrow.py b/tests/io/test_pyarrow.py
index db4f04dedf..4f121ba3bc 100644
--- a/tests/io/test_pyarrow.py
+++ b/tests/io/test_pyarrow.py
@@ -84,7 +84,7 @@
 from pyiceberg.table import FileScanTask, TableProperties
 from pyiceberg.table.metadata import TableMetadataV2
 from pyiceberg.table.name_mapping import create_mapping_from_schema
-from pyiceberg.transforms import IdentityTransform
+from pyiceberg.transforms import HourTransform, IdentityTransform
 from pyiceberg.typedef import UTF8, Properties, Record
 from pyiceberg.types import (
     BinaryType,
@@ -2350,6 +2350,102 @@ def test_partition_for_demo() -> None:
     )
 
 
+def test_partition_for_nested_field() -> None:
+    schema = Schema(
+        NestedField(id=1, name="foo", field_type=StringType(), required=True),
+        NestedField(
+            id=2,
+            name="bar",
+            field_type=StructType(
+                NestedField(id=3, name="baz", field_type=TimestampType(), required=False),
+                NestedField(id=4, name="qux", field_type=IntegerType(), required=False),
+            ),
+            required=True,
+        ),
+    )
+
+    spec = PartitionSpec(PartitionField(source_id=3, field_id=1000, transform=HourTransform(), name="ts"))
+
+    from datetime import datetime
+
+    t1 = datetime(2025, 7, 11, 9, 30, 0)
+    t2 = datetime(2025, 7, 11, 10, 30, 0)
+
+    test_data = [
+        {"foo": "a", "bar": {"baz": t1, "qux": 1}},
+        {"foo": "b", "bar": {"baz": t2, "qux": 2}},
+    ]
+
+    arrow_table = pa.Table.from_pylist(test_data, schema=schema.as_arrow())
+    partitions = _determine_partitions(spec, schema, arrow_table)
+    partition_values = {p.partition_key.partition[0] for p in partitions}
+
+    assert partition_values == {486729, 486730}
+
+
+def test_partition_for_deep_nested_field() -> None:
+    schema = Schema(
+        NestedField(
+            id=1,
+            name="foo",
+            field_type=StructType(
+                NestedField(
+                    id=2,
+                    name="bar",
+                    field_type=StructType(NestedField(id=3, name="baz", field_type=StringType(), required=False)),
+                    required=True,
+                )
+            ),
+            required=True,
+        )
+    )
+
+    spec = PartitionSpec(PartitionField(source_id=3, field_id=1000, transform=IdentityTransform(), name="qux"))
+
+    test_data = [
+        {"foo": {"bar": {"baz": "data-1"}}},
+        {"foo": {"bar": {"baz": "data-2"}}},
+        {"foo": {"bar": {"baz": "data-1"}}},
+    ]
+
+    arrow_table = pa.Table.from_pylist(test_data, schema=schema.as_arrow())
+    partitions = _determine_partitions(spec, schema, arrow_table)
+
+    assert len(partitions) == 2  # 2 unique partitions
+    partition_values = {p.partition_key.partition[0] for p in partitions}
+    assert partition_values == {"data-1", "data-2"}
+
+
+def test_inspect_partition_for_nested_field(catalog: InMemoryCatalog) -> None:
+    schema = Schema(
+        NestedField(id=1, name="foo", field_type=StringType(), required=True),
+        NestedField(
+            id=2,
+            name="bar",
+            field_type=StructType(
+                NestedField(id=3, name="baz", field_type=StringType(), required=False),
+                NestedField(id=4, name="qux", field_type=IntegerType(), required=False),
+            ),
+            required=True,
+        ),
+    )
+    spec = PartitionSpec(PartitionField(source_id=3, field_id=1000, transform=IdentityTransform(), name="part"))
+    catalog.create_namespace("default")
+    table = catalog.create_table("default.test_partition_in_struct", schema=schema, partition_spec=spec)
+    test_data = [
+        {"foo": "a", "bar": {"baz": "data-a", "qux": 1}},
+        {"foo": "b", "bar": {"baz": "data-b", "qux": 2}},
+    ]
+
+    arrow_table = pa.Table.from_pylist(test_data, schema=table.schema().as_arrow())
+    table.append(arrow_table)
+    partitions_table = table.inspect.partitions()
+    partitions = partitions_table["partition"].to_pylist()
+
+    assert len(partitions) == 2
+    assert {part["part"] for part in partitions} == {"data-a", "data-b"}
+
+
 def test_identity_partition_on_multi_columns() -> None:
     test_pa_schema = pa.schema([("born_year", pa.int64()), ("n_legs", pa.int64()), ("animal", pa.string())])
     test_schema = Schema(

From f28849349a3e2c23660bef5f6209bbf3f087b1bb Mon Sep 17 00:00:00 2001
From: smaheshwar-pltr <maheshwarsreesh@gmail.com>
Date: Fri, 18 Jul 2025 21:53:34 +0100
Subject: [PATCH 292/357] Fix `TableScan.update` to exclude cached properties
 (#2178)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

Closes https://github.com/apache/iceberg-python/issues/2179.

# Are these changes tested?

Yes.

# Are there any user-facing changes?

Yes, the scenario shown in the test and described in the issue now
works.

<!-- In the case of user-facing changes, please add the changelog label.
-->

---------

Co-authored-by: Sreesh Maheshwar <smaheshwar@palantir.com>
---
 pyiceberg/table/__init__.py     |  9 ++++++++-
 tests/integration/test_reads.py | 13 +++++++++++++
 2 files changed, 21 insertions(+), 1 deletion(-)

diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index 333e813ac3..6c6da2a9b7 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -1702,7 +1702,14 @@ def to_polars(self) -> pl.DataFrame: ...
 
     def update(self: S, **overrides: Any) -> S:
         """Create a copy of this table scan with updated fields."""
-        return type(self)(**{**self.__dict__, **overrides})
+        from inspect import signature
+
+        # Extract those attributes that are constructor parameters. We don't use self.__dict__ as the kwargs to the
+        # constructors because it may contain additional attributes that are not part of the constructor signature.
+        params = signature(type(self).__init__).parameters.keys() - {"self"}  # Skip "self" parameter
+        kwargs = {param: getattr(self, param) for param in params}  # Assume parameters are attributes
+
+        return type(self)(**{**kwargs, **overrides})
 
     def use_ref(self: S, name: str) -> S:
         if self.snapshot_id:
diff --git a/tests/integration/test_reads.py b/tests/integration/test_reads.py
index 1b04b63733..96844fd995 100644
--- a/tests/integration/test_reads.py
+++ b/tests/integration/test_reads.py
@@ -1057,3 +1057,16 @@ def test_initial_default(catalog: Catalog, spark: SparkSession) -> None:
     result_table = tbl.scan().filter("so_true == True").to_arrow()
 
     assert len(result_table) == 10
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
+def test_filter_after_arrow_scan(catalog: Catalog) -> None:
+    identifier = "test_partitioned_by_hours"
+    table = catalog.load_table(f"default.{identifier}")
+
+    scan = table.scan()
+    assert len(scan.to_arrow()) > 0
+
+    scan = scan.filter("ts >= '2023-03-05T00:00:00+00:00'")
+    assert len(scan.to_arrow()) > 0

From 25e5792687f9fc78e249a16da719049742e4e809 Mon Sep 17 00:00:00 2001
From: Kevin Liu <kevinjqliu@users.noreply.github.com>
Date: Fri, 18 Jul 2025 14:00:54 -0700
Subject: [PATCH 293/357] add a `Makefile` to `vendor/` (#2218)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change
Add a Makefile to `vendor/`. This helps with running commands to
regenerate `vendor/`
```
# Generate all vendor packages:
make all

# Generate individual packages:
make fb303           # FB303 Thrift client only
make hive-metastore  # Hive Metastore Thrift definitions only
```
Pulled this change out of #2217

# Are these changes tested?
Yes, ran `make all` locally

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 vendor/Makefile  | 40 ++++++++++++++++++++++++++++++++++++++++
 vendor/README.md | 40 +++++++++++++++++++++++++++-------------
 2 files changed, 67 insertions(+), 13 deletions(-)
 create mode 100644 vendor/Makefile

diff --git a/vendor/Makefile b/vendor/Makefile
new file mode 100644
index 0000000000..57a135ed08
--- /dev/null
+++ b/vendor/Makefile
@@ -0,0 +1,40 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+# Makefile for generating vendor packages
+
+.PHONY: all clean fb303 hive-metastore
+
+all: fb303 hive-metastore
+
+# FB303 Thrift client generation
+fb303:
+	rm -f /tmp/fb303.thrift
+	rm -rf fb303
+	curl -s https://raw.githubusercontent.com/apache/thrift/master/contrib/fb303/if/fb303.thrift > /tmp/fb303.thrift
+	rm -rf /tmp/gen-py/
+	thrift -gen py -o /tmp/ /tmp/fb303.thrift
+	mv /tmp/gen-py/fb303 fb303
+
+# Hive Metastore Thrift definition generation
+hive-metastore:
+	rm -rf /tmp/hive
+	mkdir -p /tmp/hive/share/fb303/if/
+	curl -s https://raw.githubusercontent.com/apache/thrift/master/contrib/fb303/if/fb303.thrift > /tmp/hive/share/fb303/if/fb303.thrift
+	curl -s https://raw.githubusercontent.com/apache/hive/master/standalone-metastore/metastore-common/src/main/thrift/hive_metastore.thrift > /tmp/hive/hive_metastore.thrift
+	thrift -gen py -o /tmp/hive /tmp/hive/hive_metastore.thrift
+	rm -rf hive_metastore
+	mv /tmp/hive/gen-py/hive_metastore hive_metastore
diff --git a/vendor/README.md b/vendor/README.md
index 0b55d9e5c6..8f033769fe 100644
--- a/vendor/README.md
+++ b/vendor/README.md
@@ -18,28 +18,42 @@
 
 Some packages we want to maintain in the repository itself, because there is no good 3rd party alternative.
 
-## FB303 Thrift client
+## Quick Setup
+
+Generate all vendor packages:
+
+```bash
+make all
+```
+
+Generate individual packages:
+
+```bash
+make fb303           # FB303 Thrift client only
+make hive-metastore  # Hive Metastore Thrift definitions only
+```
+
+## Packages
+
+### FB303 Thrift client
 
 fb303 is a base Thrift service and a common set of functionality for querying stats, options, and other information from a service.
 
+**Generate with Make:**
 ```bash
-rm -f /tmp/fb303.thrift
-rm -rf fb303
-curl -s https://raw.githubusercontent.com/apache/thrift/master/contrib/fb303/if/fb303.thrift > /tmp/fb303.thrift
-rm -rf /tmp/gen-py/
-thrift -gen py -o /tmp/ /tmp/fb303.thrift
-mv /tmp/gen-py/fb303 fb303
+make fb303
 ```
 
 # Hive Metastore Thrift definition
 
 The thrift definition require the fb303 service as a dependency
 
+**Generate with Make:**
 ```bash
-rm -rf /tmp/hive
-mkdir -p /tmp/hive/share/fb303/if/
-curl -s https://raw.githubusercontent.com/apache/thrift/master/contrib/fb303/if/fb303.thrift > /tmp/hive/share/fb303/if/fb303.thrift
-curl -s https://raw.githubusercontent.com/apache/hive/master/standalone-metastore/metastore-common/src/main/thrift/hive_metastore.thrift > /tmp/hive/hive_metastore.thrift
-thrift -gen py -o /tmp/hive /tmp/hive/hive_metastore.thrift
-mv /tmp/hive/gen-py/hive_metastore hive_metastore
+make hive-metastore
 ```
+
+## Requirements
+
+- Apache Thrift compiler (`thrift`)
+- `curl` for downloading Thrift definitions
\ No newline at end of file

From 9a01ece98a4e948e07795117cc7a8ed9a0db9a7b Mon Sep 17 00:00:00 2001
From: Anders Bogsnes <andersbogsnes@gmail.com>
Date: Fri, 18 Jul 2025 23:40:03 +0200
Subject: [PATCH 294/357] Add import check for optional dependency on
 pyiceberg_core (#2221)

Added a NotInstalledException check when pyiceberg_core is imported for
pyarrow_transforms This will raise a helpful error message when endusers
try to use methods that depend on pyiceberg_core but haven't installed
the optional dependency

<!--
Thanks for opening a pull request!
-->

Closes #1987

# Rationale for this change
If an enduser hasn't installed the `pyiceberg_core` optional dependency,
using pyarrow transforms will crash with an unhelpful error. This PR
gives the enduser a nicer error message that informs them to install the
optional dependency

# Are these changes tested?
Yes, a test was added to verify the behaviour

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->

---------

Co-authored-by: Anders Bogsnes <andersbognes@gmail.com>
---
 pyiceberg/transforms.py  | 34 +++++++++++++++++++++++-----------
 tests/test_transforms.py | 14 ++++++++++++++
 2 files changed, 37 insertions(+), 11 deletions(-)

diff --git a/pyiceberg/transforms.py b/pyiceberg/transforms.py
index 4c461e9ed7..3f5a8d8998 100644
--- a/pyiceberg/transforms.py
+++ b/pyiceberg/transforms.py
@@ -17,7 +17,9 @@
 
 import base64
 import datetime as py_datetime
+import importlib
 import struct
+import types
 from abc import ABC, abstractmethod
 from enum import IntEnum
 from functools import singledispatch
@@ -28,6 +30,7 @@
 import mmh3
 from pydantic import Field, PositiveInt, PrivateAttr
 
+from pyiceberg.exceptions import NotInstalledError
 from pyiceberg.expressions import (
     BoundEqualTo,
     BoundGreaterThan,
@@ -106,6 +109,17 @@
 TRUNCATE_PARSER = ParseNumberFromBrackets(TRUNCATE)
 
 
+def _try_import(module_name: str, extras_name: Optional[str] = None) -> types.ModuleType:
+    try:
+        return importlib.import_module(module_name)
+    except ImportError:
+        if extras_name:
+            msg = f'{module_name} needs to be installed. pip install "pyiceberg[{extras_name}]"'
+        else:
+            msg = f"{module_name} needs to be installed."
+        raise NotInstalledError(msg) from None
+
+
 def _transform_literal(func: Callable[[L], L], lit: Literal[L]) -> Literal[L]:
     """Small helper to upwrap the value from the literal, and wrap it again."""
     return literal(func(lit.value))
@@ -382,8 +396,7 @@ def __repr__(self) -> str:
         return f"BucketTransform(num_buckets={self._num_buckets})"
 
     def pyarrow_transform(self, source: IcebergType) -> "Callable[[pa.Array], pa.Array]":
-        from pyiceberg_core import transform as pyiceberg_core_transform
-
+        pyiceberg_core_transform = _try_import("pyiceberg_core", extras_name="pyiceberg-core").transform
         return _pyiceberg_transform_wrapper(pyiceberg_core_transform.bucket, self._num_buckets)
 
     @property
@@ -509,9 +522,8 @@ def __repr__(self) -> str:
         return "YearTransform()"
 
     def pyarrow_transform(self, source: IcebergType) -> "Callable[[pa.Array], pa.Array]":
-        import pyarrow as pa
-        from pyiceberg_core import transform as pyiceberg_core_transform
-
+        pa = _try_import("pyarrow")
+        pyiceberg_core_transform = _try_import("pyiceberg_core", extras_name="pyiceberg-core").transform
         return _pyiceberg_transform_wrapper(pyiceberg_core_transform.year, expected_type=pa.int32())
 
 
@@ -570,8 +582,8 @@ def __repr__(self) -> str:
         return "MonthTransform()"
 
     def pyarrow_transform(self, source: IcebergType) -> "Callable[[pa.Array], pa.Array]":
-        import pyarrow as pa
-        from pyiceberg_core import transform as pyiceberg_core_transform
+        pa = _try_import("pyarrow")
+        pyiceberg_core_transform = _try_import("pyiceberg_core", extras_name="pyiceberg-core").transform
 
         return _pyiceberg_transform_wrapper(pyiceberg_core_transform.month, expected_type=pa.int32())
 
@@ -639,8 +651,8 @@ def __repr__(self) -> str:
         return "DayTransform()"
 
     def pyarrow_transform(self, source: IcebergType) -> "Callable[[pa.Array], pa.Array]":
-        import pyarrow as pa
-        from pyiceberg_core import transform as pyiceberg_core_transform
+        pa = _try_import("pyarrow", extras_name="pyarrow")
+        pyiceberg_core_transform = _try_import("pyiceberg_core", extras_name="pyiceberg-core").transform
 
         return _pyiceberg_transform_wrapper(pyiceberg_core_transform.day, expected_type=pa.int32())
 
@@ -692,7 +704,7 @@ def __repr__(self) -> str:
         return "HourTransform()"
 
     def pyarrow_transform(self, source: IcebergType) -> "Callable[[pa.Array], pa.Array]":
-        from pyiceberg_core import transform as pyiceberg_core_transform
+        pyiceberg_core_transform = _try_import("pyiceberg_core", extras_name="pyiceberg-core").transform
 
         return _pyiceberg_transform_wrapper(pyiceberg_core_transform.hour)
 
@@ -915,7 +927,7 @@ def __repr__(self) -> str:
         return f"TruncateTransform(width={self._width})"
 
     def pyarrow_transform(self, source: IcebergType) -> "Callable[[pa.Array], pa.Array]":
-        from pyiceberg_core import transform as pyiceberg_core_transform
+        pyiceberg_core_transform = _try_import("pyiceberg_core", extras_name="pyiceberg-core").transform
 
         return _pyiceberg_transform_wrapper(pyiceberg_core_transform.truncate, self._width)
 
diff --git a/tests/test_transforms.py b/tests/test_transforms.py
index f8d3ac9d10..7a7d4a6d8e 100644
--- a/tests/test_transforms.py
+++ b/tests/test_transforms.py
@@ -30,7 +30,9 @@
     RootModel,
     WithJsonSchema,
 )
+from pytest_mock import MockFixture
 
+from pyiceberg.exceptions import NotInstalledError
 from pyiceberg.expressions import (
     AlwaysFalse,
     BooleanExpression,
@@ -1668,3 +1670,15 @@ def test_truncate_pyarrow_transforms(
 ) -> None:
     transform: Transform[Any, Any] = TruncateTransform(width=width)
     assert expected == transform.pyarrow_transform(source_type)(input_arr)
+
+
+@pytest.mark.parametrize(
+    "transform", [BucketTransform(num_buckets=5), TruncateTransform(width=5), YearTransform(), MonthTransform(), DayTransform()]
+)
+def test_calling_pyarrow_transform_without_pyiceberg_core_installed_correctly_raises_not_imported_error(
+    transform, mocker: MockFixture
+) -> None:
+    mocker.patch.dict("sys.modules", {"pyiceberg_core": None})
+
+    with pytest.raises(NotInstalledError):
+        transform.pyarrow_transform(StringType())

From 7cd20df5235ad57c81dc149b60fc8442f1e9b768 Mon Sep 17 00:00:00 2001
From: Jayce Slesar <47452474+jayceslesar@users.noreply.github.com>
Date: Sun, 20 Jul 2025 15:52:52 -0400
Subject: [PATCH 295/357] maint: common catalog integration test suite (#2090)

In pursuit of https://github.com/apache/iceberg-python/issues/813

---------

Co-authored-by: Kevin Liu <kevin.jq.liu@gmail.com>
---
 dev/docker-compose-integration.yml           |   1 +
 pyiceberg/catalog/hive.py                    |   2 +-
 pyiceberg/catalog/rest/__init__.py           |   2 +-
 tests/catalog/test_hive.py                   |   2 +-
 tests/conftest.py                            |   2 +-
 tests/integration/test_catalog.py            | 316 +++++++++++++++++++
 tests/integration/test_writes/test_writes.py |   2 +-
 7 files changed, 322 insertions(+), 5 deletions(-)
 create mode 100644 tests/integration/test_catalog.py

diff --git a/dev/docker-compose-integration.yml b/dev/docker-compose-integration.yml
index 500a042e16..c901b2ee23 100644
--- a/dev/docker-compose-integration.yml
+++ b/dev/docker-compose-integration.yml
@@ -53,6 +53,7 @@ services:
       - CATALOG_WAREHOUSE=s3://warehouse/
       - CATALOG_IO__IMPL=org.apache.iceberg.aws.s3.S3FileIO
       - CATALOG_S3_ENDPOINT=http://minio:9000
+      - CATALOG_JDBC_STRICT__MODE=true
   minio:
     image: minio/minio
     container_name: pyiceberg-minio
diff --git a/pyiceberg/catalog/hive.py b/pyiceberg/catalog/hive.py
index cc9cd028c4..eef6bbad18 100644
--- a/pyiceberg/catalog/hive.py
+++ b/pyiceberg/catalog/hive.py
@@ -800,7 +800,7 @@ def update_namespace_properties(
             if removals:
                 for key in removals:
                     if key in parameters:
-                        parameters[key] = None
+                        parameters.pop(key)
                         removed.add(key)
             if updates:
                 for key, value in updates.items():
diff --git a/pyiceberg/catalog/rest/__init__.py b/pyiceberg/catalog/rest/__init__.py
index fdbed3a3c6..bf1b4d7640 100644
--- a/pyiceberg/catalog/rest/__init__.py
+++ b/pyiceberg/catalog/rest/__init__.py
@@ -513,7 +513,7 @@ def _create_table(
         try:
             response.raise_for_status()
         except HTTPError as exc:
-            _handle_non_200_response(exc, {409: TableAlreadyExistsError})
+            _handle_non_200_response(exc, {409: TableAlreadyExistsError, 404: NoSuchNamespaceError})
         return TableResponse.model_validate_json(response.text)
 
     @retry(**_RETRY_ARGS)
diff --git a/tests/catalog/test_hive.py b/tests/catalog/test_hive.py
index a36425ebea..1edb4f7295 100644
--- a/tests/catalog/test_hive.py
+++ b/tests/catalog/test_hive.py
@@ -1156,7 +1156,7 @@ def test_update_namespace_properties(hive_database: HiveDatabase) -> None:
             name="default",
             description=None,
             locationUri=hive_database.locationUri,
-            parameters={"test": None, "label": "core"},
+            parameters={"label": "core"},
             privileges=None,
             ownerName=None,
             ownerType=1,
diff --git a/tests/conftest.py b/tests/conftest.py
index 7b5256f340..584b6c633a 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -2324,7 +2324,7 @@ def clean_up(test_catalog: Catalog) -> None:
         database_name = database_tuple[0]
         if "my_iceberg_database-" in database_name:
             for identifier in test_catalog.list_tables(database_name):
-                test_catalog.purge_table(identifier)
+                test_catalog.drop_table(identifier)
             test_catalog.drop_namespace(database_name)
 
 
diff --git a/tests/integration/test_catalog.py b/tests/integration/test_catalog.py
new file mode 100644
index 0000000000..123aca1bef
--- /dev/null
+++ b/tests/integration/test_catalog.py
@@ -0,0 +1,316 @@
+#  Licensed to the Apache Software Foundation (ASF) under one
+#  or more contributor license agreements.  See the NOTICE file
+#  distributed with this work for additional information
+#  regarding copyright ownership.  The ASF licenses this file
+#  to you under the Apache License, Version 2.0 (the
+#  "License"); you may not use this file except in compliance
+#  with the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from pathlib import Path, PosixPath
+from typing import Generator, List
+
+import pytest
+
+from pyiceberg.catalog import Catalog, MetastoreCatalog
+from pyiceberg.catalog.hive import HiveCatalog
+from pyiceberg.catalog.memory import InMemoryCatalog
+from pyiceberg.catalog.rest import RestCatalog
+from pyiceberg.catalog.sql import SqlCatalog
+from pyiceberg.exceptions import (
+    NamespaceAlreadyExistsError,
+    NamespaceNotEmptyError,
+    NoSuchNamespaceError,
+    NoSuchTableError,
+    TableAlreadyExistsError,
+)
+from pyiceberg.io import WAREHOUSE
+from pyiceberg.schema import Schema
+from tests.conftest import clean_up
+
+
+@pytest.fixture(scope="function")
+def memory_catalog(tmp_path: PosixPath) -> Generator[Catalog, None, None]:
+    test_catalog = InMemoryCatalog(
+        "test.in_memory.catalog", **{WAREHOUSE: tmp_path.absolute().as_posix(), "test.key": "test.value"}
+    )
+    yield test_catalog
+
+    clean_up(test_catalog)
+
+
+@pytest.fixture(scope="function")
+def sqlite_catalog_memory(warehouse: Path) -> Generator[Catalog, None, None]:
+    test_catalog = SqlCatalog("sqlitememory", uri="sqlite:///:memory:", warehouse=f"file://{warehouse}")
+
+    yield test_catalog
+
+    clean_up(test_catalog)
+
+
+@pytest.fixture(scope="function")
+def sqlite_catalog_file(warehouse: Path) -> Generator[Catalog, None, None]:
+    test_catalog = SqlCatalog("sqlitefile", uri=f"sqlite:////{warehouse}/sql-catalog.db", warehouse=f"file://{warehouse}")
+
+    yield test_catalog
+
+    clean_up(test_catalog)
+
+
+@pytest.fixture(scope="function")
+def rest_catalog() -> Generator[Catalog, None, None]:
+    test_catalog = RestCatalog("rest", uri="http://localhost:8181")
+
+    yield test_catalog
+
+    clean_up(test_catalog)
+
+
+@pytest.fixture(scope="function")
+def hive_catalog() -> Generator[Catalog, None, None]:
+    test_catalog = HiveCatalog(
+        "test_hive_catalog",
+        **{
+            "uri": "http://localhost:9083",
+            "s3.endpoint": "http://localhost:9000",
+            "s3.access-key-id": "admin",
+            "s3.secret-access-key": "password",
+        },
+    )
+    yield test_catalog
+    clean_up(test_catalog)
+
+
+CATALOGS = [
+    pytest.lazy_fixture("memory_catalog"),
+    pytest.lazy_fixture("sqlite_catalog_memory"),
+    pytest.lazy_fixture("sqlite_catalog_file"),
+    pytest.lazy_fixture("rest_catalog"),
+    pytest.lazy_fixture("hive_catalog"),
+]
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("test_catalog", CATALOGS)
+def test_create_table_with_default_location(
+    test_catalog: Catalog, table_schema_nested: Schema, table_name: str, database_name: str
+) -> None:
+    identifier = (database_name, table_name)
+    test_catalog.create_namespace(database_name)
+    test_catalog.create_table(identifier, table_schema_nested)
+    table = test_catalog.load_table(identifier)
+    assert table.name() == identifier
+    assert MetastoreCatalog._parse_metadata_version(table.metadata_location) == 0
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("test_catalog", CATALOGS)
+def test_create_table_with_invalid_database(test_catalog: Catalog, table_schema_nested: Schema, table_name: str) -> None:
+    identifier = ("invalid", table_name)
+    with pytest.raises(NoSuchNamespaceError):
+        test_catalog.create_table(identifier, table_schema_nested)
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("test_catalog", CATALOGS)
+def test_create_duplicated_table(test_catalog: Catalog, table_schema_nested: Schema, database_name: str, table_name: str) -> None:
+    test_catalog.create_namespace(database_name)
+    test_catalog.create_table((database_name, table_name), table_schema_nested)
+    with pytest.raises(TableAlreadyExistsError):
+        test_catalog.create_table((database_name, table_name), table_schema_nested)
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("test_catalog", CATALOGS)
+def test_create_table_if_not_exists_duplicated_table(
+    test_catalog: Catalog, table_schema_nested: Schema, database_name: str, table_name: str
+) -> None:
+    test_catalog.create_namespace(database_name)
+    table1 = test_catalog.create_table((database_name, table_name), table_schema_nested)
+    table2 = test_catalog.create_table_if_not_exists((database_name, table_name), table_schema_nested)
+    assert table1.name() == table2.name()
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("test_catalog", CATALOGS)
+def test_load_table(test_catalog: Catalog, table_schema_nested: Schema, database_name: str, table_name: str) -> None:
+    identifier = (database_name, table_name)
+    test_catalog.create_namespace(database_name)
+    table = test_catalog.create_table(identifier, table_schema_nested)
+    loaded_table = test_catalog.load_table(identifier)
+    assert table.name() == loaded_table.name()
+    assert table.metadata_location == loaded_table.metadata_location
+    assert table.metadata == loaded_table.metadata
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("test_catalog", CATALOGS)
+def test_list_tables(test_catalog: Catalog, table_schema_nested: Schema, database_name: str, table_list: List[str]) -> None:
+    test_catalog.create_namespace(database_name)
+    for table_name in table_list:
+        test_catalog.create_table((database_name, table_name), table_schema_nested)
+    identifier_list = test_catalog.list_tables(database_name)
+    assert len(identifier_list) == len(table_list)
+    for table_name in table_list:
+        assert (database_name, table_name) in identifier_list
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("test_catalog", CATALOGS)
+def test_rename_table(test_catalog: Catalog, table_schema_nested: Schema, table_name: str, database_name: str) -> None:
+    new_database_name = f"{database_name}_new"
+    test_catalog.create_namespace(database_name)
+    test_catalog.create_namespace(new_database_name)
+    new_table_name = f"rename-{table_name}"
+    identifier = (database_name, table_name)
+    table = test_catalog.create_table(identifier, table_schema_nested)
+    assert table.name() == identifier
+    new_identifier = (new_database_name, new_table_name)
+    test_catalog.rename_table(identifier, new_identifier)
+    new_table = test_catalog.load_table(new_identifier)
+    assert new_table.name() == new_identifier
+    assert new_table.metadata_location == table.metadata_location
+    with pytest.raises(NoSuchTableError):
+        test_catalog.load_table(identifier)
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("test_catalog", CATALOGS)
+def test_drop_table(test_catalog: Catalog, table_schema_nested: Schema, table_name: str, database_name: str) -> None:
+    identifier = (database_name, table_name)
+    test_catalog.create_namespace(database_name)
+    table = test_catalog.create_table(identifier, table_schema_nested)
+    assert table.name() == identifier
+    test_catalog.drop_table(identifier)
+    with pytest.raises(NoSuchTableError):
+        test_catalog.load_table(identifier)
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("test_catalog", CATALOGS)
+def test_purge_table(test_catalog: Catalog, table_schema_nested: Schema, table_name: str, database_name: str) -> None:
+    if isinstance(test_catalog, HiveCatalog):
+        pytest.skip("HiveCatalog does not support purge_table operation yet")
+
+    identifier = (database_name, table_name)
+    test_catalog.create_namespace(database_name)
+    test_catalog.create_table(identifier, table_schema_nested)
+    table = test_catalog.load_table(identifier)
+    assert table.name() == identifier
+    test_catalog.purge_table(identifier)
+    with pytest.raises(NoSuchTableError):
+        test_catalog.load_table(identifier)
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("test_catalog", CATALOGS)
+def test_table_exists(test_catalog: Catalog, table_schema_nested: Schema, database_name: str, table_name: str) -> None:
+    test_catalog.create_namespace(database_name)
+    test_catalog.create_table((database_name, table_name), table_schema_nested)
+    assert test_catalog.table_exists((database_name, table_name)) is True
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("test_catalog", CATALOGS)
+def test_create_namespace(test_catalog: Catalog, database_name: str) -> None:
+    test_catalog.create_namespace(database_name)
+    assert (database_name,) in test_catalog.list_namespaces()
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("test_catalog", CATALOGS)
+def test_create_duplicate_namespace(test_catalog: Catalog, database_name: str) -> None:
+    test_catalog.create_namespace(database_name)
+    with pytest.raises(NamespaceAlreadyExistsError):
+        test_catalog.create_namespace(database_name)
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("test_catalog", CATALOGS)
+def test_create_namepsace_if_not_exists(test_catalog: Catalog, database_name: str) -> None:
+    test_catalog.create_namespace(database_name)
+    test_catalog.create_namespace_if_not_exists(database_name)
+    assert (database_name,) in test_catalog.list_namespaces()
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("test_catalog", CATALOGS)
+def test_create_namespace_with_comment(test_catalog: Catalog, database_name: str) -> None:
+    test_properties = {
+        "comment": "this is a test description",
+    }
+    test_catalog.create_namespace(namespace=database_name, properties=test_properties)
+    loaded_database_list = test_catalog.list_namespaces()
+    assert (database_name,) in loaded_database_list
+    properties = test_catalog.load_namespace_properties(database_name)
+    assert properties["comment"] == "this is a test description"
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("test_catalog", CATALOGS)
+def test_list_namespaces(test_catalog: Catalog, database_list: List[str]) -> None:
+    for database_name in database_list:
+        test_catalog.create_namespace(database_name)
+    db_list = test_catalog.list_namespaces()
+    for database_name in database_list:
+        assert (database_name,) in db_list
+    assert len(test_catalog.list_namespaces(list(database_list)[0])) == 0
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("test_catalog", CATALOGS)
+def test_drop_namespace(test_catalog: Catalog, table_schema_nested: Schema, table_name: str, database_name: str) -> None:
+    test_catalog.create_namespace(database_name)
+    assert (database_name,) in test_catalog.list_namespaces()
+    test_catalog.create_table((database_name, table_name), table_schema_nested)
+    with pytest.raises(NamespaceNotEmptyError):
+        test_catalog.drop_namespace(database_name)
+    test_catalog.drop_table((database_name, table_name))
+    test_catalog.drop_namespace(database_name)
+    assert (database_name,) not in test_catalog.list_namespaces()
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("test_catalog", CATALOGS)
+def test_load_namespace_properties(test_catalog: Catalog, database_name: str) -> None:
+    test_properties = {
+        "comment": "this is a test description",
+        "test_property1": "1",
+        "test_property2": "2",
+        "test_property3": "3",
+    }
+    test_catalog.create_namespace(database_name, test_properties)
+    listed_properties = test_catalog.load_namespace_properties(database_name)
+    for k, v in test_properties.items():
+        assert v == listed_properties[k]
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("test_catalog", CATALOGS)
+def test_update_namespace_properties(test_catalog: Catalog, database_name: str) -> None:
+    test_properties = {
+        "comment": "this is a test description",
+        "test_property1": "1",
+        "test_property2": "2",
+        "test_property3": "3",
+    }
+    removals = {"test_property1", "test_property2", "test_property3", "should_not_removed"}
+    updates = {"test_property4": "4", "test_property5": "5", "comment": "updated test description"}
+    test_catalog.create_namespace(database_name, test_properties)
+    update_report = test_catalog.update_namespace_properties(database_name, removals, updates)
+    for k in updates.keys():
+        assert k in update_report.updated
+    for k in removals:
+        if k == "should_not_removed":
+            assert k in update_report.missing
+        else:
+            assert k in update_report.removed
+    assert "updated test description" == test_catalog.load_namespace_properties(database_name)["comment"]
diff --git a/tests/integration/test_writes/test_writes.py b/tests/integration/test_writes/test_writes.py
index 624bf0d8b2..e63883c1db 100644
--- a/tests/integration/test_writes/test_writes.py
+++ b/tests/integration/test_writes/test_writes.py
@@ -1540,7 +1540,7 @@ def test_rest_catalog_with_empty_catalog_name_append_data(session_catalog: Catal
 
 @pytest.mark.integration
 def test_table_v1_with_null_nested_namespace(session_catalog: Catalog, arrow_table_with_null: pa.Table) -> None:
-    identifier = "default.lower.table_v1_with_null_nested_namespace"
+    identifier = "default.table_v1_with_null_nested_namespace"
     tbl = _create_table(session_catalog, identifier, {"format-version": "1"}, [arrow_table_with_null])
     assert tbl.format_version == 1, f"Expected v1, got: v{tbl.format_version}"
 

From ae625323a8663debfe9a5192620521f8acc303eb Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 21 Jul 2025 23:37:32 -0700
Subject: [PATCH 296/357] Build: Bump mypy-boto3-glue from 1.39.0 to 1.39.7
 (#2229)

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---
 poetry.lock | 75 +++++++++++++++++++++--------------------------------
 1 file changed, 29 insertions(+), 46 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 7f33650f82..69b56f23bb 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -59,7 +59,7 @@ description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -72,7 +72,7 @@ description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "aiohttp-3.12.14-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:906d5075b5ba0dd1c66fcaaf60eb09926a9fef3ca92d912d2a0bbdbecf8b1248"},
     {file = "aiohttp-3.12.14-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c875bf6fc2fd1a572aba0e02ef4e7a63694778c5646cdbda346ee24e630d30fb"},
@@ -202,7 +202,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\")"
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
 files = [
     {file = "aiosignal-1.4.0-py3-none-any.whl", hash = "sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e"},
     {file = "aiosignal-1.4.0.tar.gz", hash = "sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7"},
@@ -269,7 +269,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version <= \"3.10\""
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version <= \"3.10\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -286,7 +286,7 @@ files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
-markers = {main = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\")"}
+markers = {main = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"}
 
 [package.extras]
 benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
@@ -545,7 +545,7 @@ files = [
     {file = "boto3-1.38.27-py3-none-any.whl", hash = "sha256:95f5fe688795303a8a15e8b7e7f255cadab35eae459d00cc281a4fd77252ea80"},
     {file = "boto3-1.38.27.tar.gz", hash = "sha256:94bd7fdd92d5701b362d4df100d21e28f8307a67ff56b6a8b0398119cf22f859"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.38.27,<1.39.0"
@@ -566,7 +566,7 @@ files = [
     {file = "botocore-1.38.27-py3-none-any.whl", hash = "sha256:a785d5e9a5eda88ad6ab9ed8b87d1f2ac409d0226bba6ff801c55359e94d91a8"},
     {file = "botocore-1.38.27.tar.gz", hash = "sha256:9788f7efe974328a38cbade64cc0b1e67d27944b899f88cb786ae362973133b6"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -859,7 +859,6 @@ description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev", "docs"]
-markers = "python_version < \"3.10\""
 files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
     {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
@@ -868,22 +867,6 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
-[[package]]
-name = "click"
-version = "8.2.1"
-description = "Composable command line interface toolkit"
-optional = false
-python-versions = ">=3.10"
-groups = ["main", "dev", "docs"]
-markers = "python_version >= \"3.10\""
-files = [
-    {file = "click-8.2.1-py3-none-any.whl", hash = "sha256:61a3265b914e850b85317d0b3109c7f8cd35a670f963866005d6ef1d5175a12b"},
-    {file = "click-8.2.1.tar.gz", hash = "sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202"},
-]
-
-[package.dependencies]
-colorama = {version = "*", markers = "platform_system == \"Windows\""}
-
 [[package]]
 name = "cloudpickle"
 version = "3.1.1"
@@ -1543,7 +1526,7 @@ files = [
     {file = "filelock-3.18.0-py3-none-any.whl", hash = "sha256:c401f4f8377c4464e6db25fff06205fd89bdd83b65eb0488ed1b160f780e21de"},
     {file = "filelock-3.18.0.tar.gz", hash = "sha256:adbc88eabb99d2fec8c9c1b229b171f18afa655400173ddc653d5d01501fb9f2"},
 ]
-markers = {main = "python_version == \"3.9\" and (extra == \"ray\" or extra == \"hf\") or extra == \"hf\" or extra == \"ray\""}
+markers = {main = "extra == \"ray\" or extra == \"hf\""}
 
 [package.extras]
 docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
@@ -1598,7 +1581,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\")"
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
 files = [
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cc4df77d638aa2ed703b878dd093725b72a824c3c546c076e8fdf276f78ee84a"},
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:716a9973a2cc963160394f701964fe25012600f3d311f60c790400b00e568b61"},
@@ -2347,7 +2330,7 @@ files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [[package]]
 name = "joserfc"
@@ -3201,7 +3184,7 @@ description = "multidict implementation"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "multidict-6.6.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a2be5b7b35271f7fff1397204ba6708365e3d773579fe2a30625e16c4b4ce817"},
     {file = "multidict-6.6.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:12f4581d2930840295c461764b9a65732ec01250b46c6b2c510d7ee68872b140"},
@@ -3335,14 +3318,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-glue"
-version = "1.39.0"
-description = "Type annotations for boto3 Glue 1.39.0 service generated with mypy-boto3-builder 8.11.0"
+version = "1.39.7"
+description = "Type annotations for boto3 Glue 1.39.7 service generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "mypy_boto3_glue-1.39.0-py3-none-any.whl", hash = "sha256:6ba8cc33d77402ced0247df81da11906dada15bc02dab098517d8d2686ef2369"},
-    {file = "mypy_boto3_glue-1.39.0.tar.gz", hash = "sha256:e3fa80713eb57c09af1d7f7057071b36f66e196bb86b47661a1973dc71fcebaf"},
+    {file = "mypy_boto3_glue-1.39.7-py3-none-any.whl", hash = "sha256:a2edf7064ea1b63678112b1466270ee4e23bc533650144026c10a3c4cd6161f1"},
+    {file = "mypy_boto3_glue-1.39.7.tar.gz", hash = "sha256:fc156e874a1c416a5671d971156e8d221a75a50e61369fc98a38bd1cca060fb5"},
 ]
 
 [package.dependencies]
@@ -3518,7 +3501,7 @@ description = "Fundamental package for array computing in Python"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version < \"3.10\" and (extra == \"pandas\" or extra == \"ray\" or extra == \"bodo\")"
+markers = "python_version < \"3.10\" and (extra == \"bodo\" or extra == \"pandas\" or extra == \"ray\")"
 files = [
     {file = "numpy-2.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:51129a29dbe56f9ca83438b706e2e69a39892b5eda6cedcb6b0c9fdc9b0d3ece"},
     {file = "numpy-2.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f15975dfec0cf2239224d80e32c3170b1d168335eaedee69da84fbe9f1f9cd04"},
@@ -3574,7 +3557,7 @@ description = "Fundamental package for array computing in Python"
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "python_version >= \"3.10\" and (extra == \"pandas\" or extra == \"ray\" or extra == \"bodo\")"
+markers = "python_version >= \"3.10\" and (extra == \"bodo\" or extra == \"pandas\" or extra == \"ray\")"
 files = [
     {file = "numpy-2.2.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b412caa66f72040e6d268491a59f2c43bf03eb6c96dd8f0307829feb7fa2b6fb"},
     {file = "numpy-2.2.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8e41fd67c52b86603a91c1a505ebaef50b3314de0213461c7a6e99c9a3beff90"},
@@ -3697,7 +3680,7 @@ files = [
     {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
     {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
 ]
-markers = {main = "python_version == \"3.9\" and (extra == \"ray\" or extra == \"hf\") or extra == \"hf\" or extra == \"ray\""}
+markers = {main = "extra == \"ray\" or extra == \"hf\""}
 
 [[package]]
 name = "paginate"
@@ -3722,7 +3705,7 @@ description = "Powerful data structures for data analysis, time series, and stat
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"pandas\" or extra == \"ray\" or extra == \"bodo\""
+markers = "extra == \"bodo\" or extra == \"pandas\" or extra == \"ray\""
 files = [
     {file = "pandas-2.3.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:22c2e866f7209ebc3a8f08d75766566aae02bcc91d196935a1d9e59c7b990ac9"},
     {file = "pandas-2.3.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:3583d348546201aff730c8c47e49bc159833f971c2899d6097bce68b9112a4f1"},
@@ -3771,8 +3754,8 @@ files = [
 [package.dependencies]
 numpy = [
     {version = ">=1.22.4", markers = "python_version < \"3.11\""},
-    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
     {version = ">=1.23.2", markers = "python_version == \"3.11\""},
+    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -3943,7 +3926,7 @@ description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:22d9962a358aedbb7a2e36187ff273adeaab9743373a272976d2e348d08c7770"},
     {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0d0fda578d1dc3f77b6b5a5dce3b9ad69a8250a891760a548df850a5e8da87f3"},
@@ -4071,7 +4054,7 @@ description = ""
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version == \"3.9\" and (extra == \"ray\" or extra == \"gcsfs\") or extra == \"gcsfs\" or extra == \"ray\""
+markers = "extra == \"ray\" or extra == \"gcsfs\""
 files = [
     {file = "protobuf-6.31.1-cp310-abi3-win32.whl", hash = "sha256:7fa17d5a29c2e04b7d90e5e32388b8bfd0e7107cd8e616feef7ed3fa6bdab5c9"},
     {file = "protobuf-6.31.1-cp310-abi3-win_amd64.whl", hash = "sha256:426f59d2964864a1a366254fa703b8632dcec0790d8862d30034d8245e1cd447"},
@@ -4238,7 +4221,7 @@ description = "Python library for Apache Arrow"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"pyarrow\" or extra == \"pandas\" or extra == \"duckdb\" or extra == \"ray\" or extra == \"bodo\" or extra == \"daft\" or extra == \"datafusion\""
+markers = "extra == \"bodo\" or extra == \"daft\" or extra == \"datafusion\" or extra == \"duckdb\" or extra == \"pandas\" or extra == \"pyarrow\" or extra == \"ray\""
 files = [
     {file = "pyarrow-19.0.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:fc28912a2dc924dddc2087679cc8b7263accc71b9ff025a1362b004711661a69"},
     {file = "pyarrow-19.0.1-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:fca15aabbe9b8355800d923cc2e82c8ef514af321e18b437c3d782aa884eaeec"},
@@ -4792,7 +4775,7 @@ description = "World timezone definitions, modern and historical"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"pandas\" or extra == \"ray\" or extra == \"bodo\""
+markers = "extra == \"bodo\" or extra == \"pandas\" or extra == \"ray\""
 files = [
     {file = "pytz-2025.2-py2.py3-none-any.whl", hash = "sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00"},
     {file = "pytz-2025.2.tar.gz", hash = "sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3"},
@@ -4891,7 +4874,7 @@ files = [
     {file = "PyYAML-6.0.2-cp39-cp39-win_amd64.whl", hash = "sha256:39693e1f8320ae4f43943590b49779ffb98acb81f788220ea932a6b6c51004d8"},
     {file = "pyyaml-6.0.2.tar.gz", hash = "sha256:d584d9ec91ad65861cc08d42e834324ef890a082e591037abe114850ff7bbc3e"},
 ]
-markers = {main = "python_version == \"3.9\" and (extra == \"ray\" or extra == \"hf\") or extra == \"hf\" or extra == \"ray\""}
+markers = {main = "extra == \"ray\" or extra == \"hf\""}
 
 [[package]]
 name = "pyyaml-env-tag"
@@ -5442,7 +5425,7 @@ files = [
     {file = "s3transfer-0.13.0-py3-none-any.whl", hash = "sha256:0148ef34d6dd964d0d8cf4311b2b21c474693e57c2e069ec708ce043d2b527be"},
     {file = "s3transfer-0.13.0.tar.gz", hash = "sha256:f5e6db74eb7776a37208001113ea7aa97695368242b364d73e91c981ac522177"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.37.4,<2.0a.0"
@@ -5950,7 +5933,7 @@ description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"hf\" or extra == \"daft\""
+markers = "extra == \"daft\" or extra == \"hf\""
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -6001,7 +5984,7 @@ description = "Provider of IANA time zone data"
 optional = true
 python-versions = ">=2"
 groups = ["main"]
-markers = "extra == \"pandas\" or extra == \"ray\" or extra == \"bodo\""
+markers = "extra == \"bodo\" or extra == \"pandas\" or extra == \"ray\""
 files = [
     {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"},
     {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
@@ -6235,7 +6218,7 @@ description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6032e6da6abd41e4acda34d75a816012717000fa6839f37124a47fcefc49bec4"},
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2c7b34d804b8cf9b214f05015c4fee2ebe7ed05cf581e7192c06555c71f4446a"},

From 235fa0de927fa8bdc772fa452c70459db796309f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 21 Jul 2025 23:37:42 -0700
Subject: [PATCH 297/357] Build: Bump daft from 0.5.10 to 0.5.11 (#2228)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

[//]: # (dependabot-start)
⚠️  **Dependabot is rebasing this PR** ⚠️

Rebasing might not happen immediately, so don't worry if this takes some
time.

Note: if you make any changes to this PR yourself, they will take
precedence over the rebase.

---

[//]: # (dependabot-end)



[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=daft&package-manager=pip&previous-version=0.5.10&new-version=0.5.11)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
alter it yourself. You can also trigger a rebase manually by commenting
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---
 poetry.lock | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 69b56f23bb..e8340d6677 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1228,19 +1228,19 @@ files = [
 
 [[package]]
 name = "daft"
-version = "0.5.10"
+version = "0.5.11"
 description = "Distributed Dataframes for Multimodal Data"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"daft\""
 files = [
-    {file = "daft-0.5.10-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:16bf3fa6eae73d7569a9904f37608cbe4dece56d1e6a6ec1a2dba1d9b9a3d9d9"},
-    {file = "daft-0.5.10-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:480aeb6d4391a3fdb45e8779527352f65ad37cdb5c7f2e12f06450db9766a81d"},
-    {file = "daft-0.5.10-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:0586a3ed58544024ea3a76e3ed6a322c28cb50be2e7d7876a305ea7e01dab1df"},
-    {file = "daft-0.5.10-cp39-abi3-manylinux_2_24_x86_64.whl", hash = "sha256:5ca715869233de7612b1c064e24a8cb69733f87f60a6b7ca0f7b730dccae7748"},
-    {file = "daft-0.5.10-cp39-abi3-win_amd64.whl", hash = "sha256:e8c8393f89294eae023e1f7bc4ceda95153d85ba3af3d332a81ff1d83eafed03"},
-    {file = "daft-0.5.10.tar.gz", hash = "sha256:f072e583b49596bc57fe0ed1f87bfb05f0e828f8fa0f8ffbbbbe5d41d7f01c5b"},
+    {file = "daft-0.5.11-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:661978a311c9a75c071c1be5d6576e47b1d5a698d4472851d10f82f451970780"},
+    {file = "daft-0.5.11-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:aa21103bdeffc7a4810d79ed21822fa279409e53f6eb4d9dd711fb44aa162c30"},
+    {file = "daft-0.5.11-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:aa01effca4e6d23df2e767bee126c853a6e6e2dc5c27357d081b1973423e4f87"},
+    {file = "daft-0.5.11-cp39-abi3-manylinux_2_24_x86_64.whl", hash = "sha256:640cbd53bfba15184d942206d1a6a0b3baf00c9c98c689dbe432e3728b125b94"},
+    {file = "daft-0.5.11-cp39-abi3-win_amd64.whl", hash = "sha256:771ebd208247600391459e5b45b8895d64071550aef407f5185cf9a81ea70d67"},
+    {file = "daft-0.5.11.tar.gz", hash = "sha256:b2495828b27e1658505b1c088eeda7eaa02aae51715528c738fe4b2e367eed28"},
 ]
 
 [package.dependencies]

From c2a7ba0b6f53f3cb3837bfbc4a6310af81f3d452 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 21 Jul 2025 23:56:28 -0700
Subject: [PATCH 298/357] Build: Bump boto3 from 1.38.27 to 1.38.46 (#2227)

[![Dependabot compatibility
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---
 poetry.lock | 40 ++++++++++++++++++++--------------------
 1 file changed, 20 insertions(+), 20 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index e8340d6677..9360f9e79c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -27,29 +27,29 @@ tests = ["arrow", "dask[dataframe]", "docker", "pytest", "pytest-mock"]
 
 [[package]]
 name = "aiobotocore"
-version = "2.23.0"
+version = "2.23.1"
 description = "Async client for aws services using botocore and aiohttp"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"s3fs\""
 files = [
-    {file = "aiobotocore-2.23.0-py3-none-any.whl", hash = "sha256:8202cebbf147804a083a02bc282fbfda873bfdd0065fd34b64784acb7757b66e"},
-    {file = "aiobotocore-2.23.0.tar.gz", hash = "sha256:0333931365a6c7053aee292fe6ef50c74690c4ae06bb019afdf706cb6f2f5e32"},
+    {file = "aiobotocore-2.23.1-py3-none-any.whl", hash = "sha256:d81c54d2eae2406ea9a473fea518fed580cf37bc4fc51ce43ba81546e5305114"},
+    {file = "aiobotocore-2.23.1.tar.gz", hash = "sha256:a59f2a78629b97d52f10936b79c73de64e481a8c44a62c1871f088df6c1afc4f"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.9.2,<4.0.0"
 aioitertools = ">=0.5.1,<1.0.0"
-botocore = ">=1.38.23,<1.38.28"
+botocore = ">=1.38.40,<1.38.47"
 jmespath = ">=0.7.1,<2.0.0"
 multidict = ">=6.0.0,<7.0.0"
 python-dateutil = ">=2.1,<3.0.0"
 wrapt = ">=1.10.10,<2.0.0"
 
 [package.extras]
-awscli = ["awscli (>=1.40.22,<1.40.27)"]
-boto3 = ["boto3 (>=1.38.23,<1.38.28)"]
+awscli = ["awscli (>=1.40.39,<1.40.46)"]
+boto3 = ["boto3 (>=1.38.40,<1.38.47)"]
 httpx = ["httpx (>=0.25.1,<0.29)"]
 
 [[package]]
@@ -202,7 +202,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
+markers = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\")"
 files = [
     {file = "aiosignal-1.4.0-py3-none-any.whl", hash = "sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e"},
     {file = "aiosignal-1.4.0.tar.gz", hash = "sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7"},
@@ -286,7 +286,7 @@ files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
-markers = {main = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"}
+markers = {main = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\")"}
 
 [package.extras]
 benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
@@ -536,19 +536,19 @@ snowflake = ["snowflake-connector-python"]
 
 [[package]]
 name = "boto3"
-version = "1.38.27"
+version = "1.38.46"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "boto3-1.38.27-py3-none-any.whl", hash = "sha256:95f5fe688795303a8a15e8b7e7f255cadab35eae459d00cc281a4fd77252ea80"},
-    {file = "boto3-1.38.27.tar.gz", hash = "sha256:94bd7fdd92d5701b362d4df100d21e28f8307a67ff56b6a8b0398119cf22f859"},
+    {file = "boto3-1.38.46-py3-none-any.whl", hash = "sha256:9c8e88a32a6465e5905308708cff5b17547117f06982908bdfdb0108b4a65079"},
+    {file = "boto3-1.38.46.tar.gz", hash = "sha256:d1ca2b53138afd0341e1962bd52be6071ab7a63c5b4f89228c5ef8942c40c852"},
 ]
 markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
-botocore = ">=1.38.27,<1.39.0"
+botocore = ">=1.38.46,<1.39.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.13.0,<0.14.0"
 
@@ -557,14 +557,14 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.38.27"
+version = "1.38.46"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "botocore-1.38.27-py3-none-any.whl", hash = "sha256:a785d5e9a5eda88ad6ab9ed8b87d1f2ac409d0226bba6ff801c55359e94d91a8"},
-    {file = "botocore-1.38.27.tar.gz", hash = "sha256:9788f7efe974328a38cbade64cc0b1e67d27944b899f88cb786ae362973133b6"},
+    {file = "botocore-1.38.46-py3-none-any.whl", hash = "sha256:89ca782ffbf2e8769ca9c89234cfa5ca577f1987d07d913ee3c68c4776b1eb5b"},
+    {file = "botocore-1.38.46.tar.gz", hash = "sha256:8798e5a418c27cf93195b077153644aea44cb171fcd56edc1ecebaa1e49e226e"},
 ]
 markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
@@ -1526,7 +1526,7 @@ files = [
     {file = "filelock-3.18.0-py3-none-any.whl", hash = "sha256:c401f4f8377c4464e6db25fff06205fd89bdd83b65eb0488ed1b160f780e21de"},
     {file = "filelock-3.18.0.tar.gz", hash = "sha256:adbc88eabb99d2fec8c9c1b229b171f18afa655400173ddc653d5d01501fb9f2"},
 ]
-markers = {main = "extra == \"ray\" or extra == \"hf\""}
+markers = {main = "python_version == \"3.9\" and (extra == \"ray\" or extra == \"hf\") or extra == \"hf\" or extra == \"ray\""}
 
 [package.extras]
 docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
@@ -1581,7 +1581,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
+markers = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\")"
 files = [
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cc4df77d638aa2ed703b878dd093725b72a824c3c546c076e8fdf276f78ee84a"},
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:716a9973a2cc963160394f701964fe25012600f3d311f60c790400b00e568b61"},
@@ -3680,7 +3680,7 @@ files = [
     {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
     {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
 ]
-markers = {main = "extra == \"ray\" or extra == \"hf\""}
+markers = {main = "python_version == \"3.9\" and (extra == \"ray\" or extra == \"hf\") or extra == \"hf\" or extra == \"ray\""}
 
 [[package]]
 name = "paginate"
@@ -4054,7 +4054,7 @@ description = ""
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"ray\" or extra == \"gcsfs\""
+markers = "python_version == \"3.9\" and (extra == \"ray\" or extra == \"gcsfs\") or extra == \"gcsfs\" or extra == \"ray\""
 files = [
     {file = "protobuf-6.31.1-cp310-abi3-win32.whl", hash = "sha256:7fa17d5a29c2e04b7d90e5e32388b8bfd0e7107cd8e616feef7ed3fa6bdab5c9"},
     {file = "protobuf-6.31.1-cp310-abi3-win_amd64.whl", hash = "sha256:426f59d2964864a1a366254fa703b8632dcec0790d8862d30034d8245e1cd447"},
@@ -4874,7 +4874,7 @@ files = [
     {file = "PyYAML-6.0.2-cp39-cp39-win_amd64.whl", hash = "sha256:39693e1f8320ae4f43943590b49779ffb98acb81f788220ea932a6b6c51004d8"},
     {file = "pyyaml-6.0.2.tar.gz", hash = "sha256:d584d9ec91ad65861cc08d42e834324ef890a082e591037abe114850ff7bbc3e"},
 ]
-markers = {main = "extra == \"ray\" or extra == \"hf\""}
+markers = {main = "python_version == \"3.9\" and (extra == \"ray\" or extra == \"hf\") or extra == \"hf\" or extra == \"ray\""}
 
 [[package]]
 name = "pyyaml-env-tag"

From 8771f8e7a4d181968532985165083455d8c45f41 Mon Sep 17 00:00:00 2001
From: Ehsan Totoni <ehsan.tn@gmail.com>
Date: Tue, 22 Jul 2025 13:39:41 -0400
Subject: [PATCH 299/357] Avoid local Mac issues for test_bodo_nan (#2237)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
Closes #2225.

# Rationale for this change

Some Mac laptops have MPI initialization issues that this fixes.

# Are these changes tested?
Tested on a Mac laptop that used to fail.

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
No.

---------

Co-authored-by: Kevin Liu <kevinjqliu@users.noreply.github.com>
---
 tests/integration/test_reads.py | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/tests/integration/test_reads.py b/tests/integration/test_reads.py
index 96844fd995..a33b1a36bc 100644
--- a/tests/integration/test_reads.py
+++ b/tests/integration/test_reads.py
@@ -342,7 +342,11 @@ def test_daft_nan_rewritten(catalog: Catalog) -> None:
 @pytest.mark.integration
 @pytest.mark.filterwarnings("ignore")
 @pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog_hive"), pytest.lazy_fixture("session_catalog")])
-def test_bodo_nan(catalog: Catalog) -> None:
+def test_bodo_nan(catalog: Catalog, monkeypatch: pytest.MonkeyPatch) -> None:
+    # Avoid local Mac issues (see https://github.com/apache/iceberg-python/issues/2225)
+    monkeypatch.setenv("BODO_DATAFRAME_LIBRARY_RUN_PARALLEL", "0")
+    monkeypatch.setenv("FI_PROVIDER", "tcp")
+
     table_test_null_nan_rewritten = catalog.load_table("default.test_null_nan_rewritten")
     df = table_test_null_nan_rewritten.to_bodo()
     assert len(df) == 3

From 0233404e5eadea48a506f35c3a4fc953b0c3eecc Mon Sep 17 00:00:00 2001
From: Peng-Jui Wang <64295913+james5418@users.noreply.github.com>
Date: Tue, 22 Jul 2025 11:20:19 -0700
Subject: [PATCH 300/357] Add Column Name to the Error Message in
 StatsAggregator (#2190)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
Closes #2017

# Rationale for this change
Include the column name in the error message to make it more
descriptive.

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/io/pyarrow.py | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index 1d7db412aa..2797371028 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -2410,9 +2410,12 @@ def data_file_statistics_from_parquet_metadata(
                         continue
 
                     if field_id not in col_aggs:
-                        col_aggs[field_id] = StatsAggregator(
-                            stats_col.iceberg_type, statistics.physical_type, stats_col.mode.length
-                        )
+                        try:
+                            col_aggs[field_id] = StatsAggregator(
+                                stats_col.iceberg_type, statistics.physical_type, stats_col.mode.length
+                            )
+                        except ValueError as e:
+                            raise ValueError(f"{e} for column '{stats_col.column_name}'") from e
 
                     if isinstance(stats_col.iceberg_type, DecimalType) and statistics.physical_type != "FIXED_LEN_BYTE_ARRAY":
                         scale = stats_col.iceberg_type.scale

From 38107a69228c9ae392d94e644a27d57950046012 Mon Sep 17 00:00:00 2001
From: Kevin Liu <kevinjqliu@users.noreply.github.com>
Date: Tue, 22 Jul 2025 12:09:11 -0700
Subject: [PATCH 301/357] revert avro timestamp-millis mapping (#2223)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change
Follow up to #2173, the conversion as implemented is not safe since
iceberg does not natively have `millis` precision. Timestamp values are
implicitly in `micros` precision
This is confirmed by
https://github.com/apache/iceberg-python/pull/2173#discussion_r2209756001

Let's revert for now and follow up to figure out the right way to
support `millis` precision.

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/utils/schema_conversion.py  | 1 -
 tests/utils/test_schema_conversion.py | 6 ------
 2 files changed, 7 deletions(-)

diff --git a/pyiceberg/utils/schema_conversion.py b/pyiceberg/utils/schema_conversion.py
index c73b3ada7d..232b8f0094 100644
--- a/pyiceberg/utils/schema_conversion.py
+++ b/pyiceberg/utils/schema_conversion.py
@@ -69,7 +69,6 @@
 LOGICAL_FIELD_TYPE_MAPPING: Dict[Tuple[str, str], PrimitiveType] = {
     ("date", "int"): DateType(),
     ("time-micros", "long"): TimeType(),
-    ("timestamp-millis", "int"): TimestampType(),
     ("timestamp-micros", "long"): TimestampType(),
     ("uuid", "fixed"): UUIDType(),
     ("uuid", "string"): UUIDType(),
diff --git a/tests/utils/test_schema_conversion.py b/tests/utils/test_schema_conversion.py
index a5c45447ff..eb44dcdff3 100644
--- a/tests/utils/test_schema_conversion.py
+++ b/tests/utils/test_schema_conversion.py
@@ -341,12 +341,6 @@ def test_convert_uuid_fixed_type() -> None:
     assert actual == UUIDType()
 
 
-def test_convert_timestamp_millis_type() -> None:
-    avro_logical_type = {"type": "int", "logicalType": "timestamp-millis"}
-    actual = AvroSchemaConversion()._convert_logical_type(avro_logical_type)
-    assert actual == TimestampType()
-
-
 def test_convert_timestamp_micros_type() -> None:
     avro_logical_type = {"type": "int", "logicalType": "timestamp-micros"}
     actual = AvroSchemaConversion()._convert_logical_type(avro_logical_type)

From e9f525ae840a6e307f4d377fe06fd413186042af Mon Sep 17 00:00:00 2001
From: Sung Yun <107272191+sungwy@users.noreply.github.com>
Date: Fri, 25 Jul 2025 14:15:33 -0400
Subject: [PATCH 302/357] Add Support for Custom AuthManager implementation
 (#2055)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${1960} -->

# Rationale for this change

Expose a way for users to use a custom AuthManager when they define
their REST Catalog.

- [x] Add property parsing for custom AuthManager
- [x] Add docs

The properties should follow the pattern in:
https://github.com/apache/iceberg/issues/13209

# Are these changes tested?

Unit and integration tests will be added

# Are there any user-facing changes?

New properties will be exposed to support adding a custom AuthManager to
RestCatalog

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
 mkdocs/docs/configuration.md       |  75 ++++++++++++++++-
 pyiceberg/catalog/rest/__init__.py |  20 ++++-
 pyiceberg/catalog/rest/auth.py     |  10 +++
 tests/catalog/test_rest.py         | 127 +++++++++++++++++++++++++++++
 4 files changed, 230 insertions(+), 2 deletions(-)

diff --git a/mkdocs/docs/configuration.md b/mkdocs/docs/configuration.md
index f4fbe0c8d8..1c9e327fd7 100644
--- a/mkdocs/docs/configuration.md
+++ b/mkdocs/docs/configuration.md
@@ -359,7 +359,9 @@ catalog:
 
 #### Authentication Options
 
-##### OAuth2
+##### Legacy OAuth2
+
+Legacy OAuth2 Properties will be removed in PyIceberg 1.0 in place of pluggable AuthManager properties below
 
 | Key                 | Example                          | Description                                                                                        |
 | ------------------- | -------------------------------- | -------------------------------------------------------------------------------------------------- |
@@ -378,6 +380,77 @@ catalog:
 | rest.signing-region | us-east-1                        | The region to use when SigV4 signing a request                                                     |
 | rest.signing-name   | execute-api                      | The service signing name to use when SigV4 signing a request                                       |
 
+##### Pluggable Authentication via AuthManager
+
+The RESTCatalog supports pluggable authentication via the `auth` configuration block. This allows you to specify which how the access token will be fetched and managed for use with the HTTP requests to the RESTCatalog server. The authentication method is selected by setting the `auth.type` property, and additional configuration can be provided as needed for each method.
+
+###### Supported Authentication Types
+
+- `noop`: No authentication (no Authorization header sent).
+- `basic`: HTTP Basic authentication.
+- `custom`: Custom authentication manager (requires `auth.impl`).
+
+###### Configuration Properties
+
+The `auth` block is structured as follows:
+
+```yaml
+catalog:
+  default:
+    type: rest
+    uri: http://rest-catalog/ws/
+    auth:
+      type: <auth_type>
+      <auth_type>:
+        # Type-specific configuration
+      impl: <custom_class_path>  # Only for custom auth
+```
+
+###### Property Reference
+
+| Property         | Required | Description                                                                                     |
+|------------------|----------|-------------------------------------------------------------------------------------------------|
+| `auth.type`      | Yes      | The authentication type to use (`noop`, `basic`, or `custom`).                       |
+| `auth.impl`      | Conditionally | The fully qualified class path for a custom AuthManager. Required if `auth.type` is `custom`. |
+| `auth.basic`     | If type is `basic` | Block containing `username` and `password` for HTTP Basic authentication.           |
+| `auth.custom`    | If type is `custom` | Block containing configuration for the custom AuthManager.                          |
+
+###### Examples
+
+No Authentication:
+
+```yaml
+auth:
+  type: noop
+```
+
+Basic Authentication:
+
+```yaml
+auth:
+  type: basic
+  basic:
+    username: myuser
+    password: mypass
+```
+
+Custom Authentication:
+
+```yaml
+auth:
+  type: custom
+  impl: mypackage.module.MyAuthManager
+  custom:
+    property1: value1
+    property2: value2
+```
+
+###### Notes
+
+- If `auth.type` is `custom`, you **must** specify `auth.impl` with the full class path to your custom AuthManager.
+- If `auth.type` is not `custom`, specifying `auth.impl` is not allowed.
+- The configuration block under each type (e.g., `basic`, `custom`) is passed as keyword arguments to the corresponding AuthManager.
+
 <!-- markdown-link-check-enable-->
 
 #### Common Integrations & Examples
diff --git a/pyiceberg/catalog/rest/__init__.py b/pyiceberg/catalog/rest/__init__.py
index bf1b4d7640..b7fa5bb981 100644
--- a/pyiceberg/catalog/rest/__init__.py
+++ b/pyiceberg/catalog/rest/__init__.py
@@ -134,6 +134,8 @@ class IdentifierKind(Enum):
 SIGV4_SERVICE = "rest.signing-name"
 OAUTH2_SERVER_URI = "oauth2-server-uri"
 SNAPSHOT_LOADING_MODE = "snapshot-loading-mode"
+AUTH = "auth"
+CUSTOM = "custom"
 
 NAMESPACE_SEPARATOR = b"\x1f".decode(UTF8)
 
@@ -247,7 +249,23 @@ def _create_session(self) -> Session:
                 elif ssl_client_cert := ssl_client.get(CERT):
                     session.cert = ssl_client_cert
 
-        session.auth = AuthManagerAdapter(self._create_legacy_oauth2_auth_manager(session))
+        if auth_config := self.properties.get(AUTH):
+            auth_type = auth_config.get("type")
+            if auth_type is None:
+                raise ValueError("auth.type must be defined")
+            auth_type_config = auth_config.get(auth_type, {})
+            auth_impl = auth_config.get("impl")
+
+            if auth_type == CUSTOM and not auth_impl:
+                raise ValueError("auth.impl must be specified when using custom auth.type")
+
+            if auth_type != CUSTOM and auth_impl:
+                raise ValueError("auth.impl can only be specified when using custom auth.type")
+
+            session.auth = AuthManagerAdapter(AuthManagerFactory.create(auth_impl or auth_type, auth_type_config))
+        else:
+            session.auth = AuthManagerAdapter(self._create_legacy_oauth2_auth_manager(session))
+
         # Set HTTP headers
         self._config_headers(session)
 
diff --git a/pyiceberg/catalog/rest/auth.py b/pyiceberg/catalog/rest/auth.py
index 89395f1158..c0a0267f54 100644
--- a/pyiceberg/catalog/rest/auth.py
+++ b/pyiceberg/catalog/rest/auth.py
@@ -42,11 +42,15 @@ def auth_header(self) -> Optional[str]:
 
 
 class NoopAuthManager(AuthManager):
+    """Auth Manager implementation with no auth."""
+
     def auth_header(self) -> Optional[str]:
         return None
 
 
 class BasicAuthManager(AuthManager):
+    """AuthManager implementation that supports basic password auth."""
+
     def __init__(self, username: str, password: str):
         credentials = f"{username}:{password}"
         self._token = base64.b64encode(credentials.encode()).decode()
@@ -56,6 +60,12 @@ def auth_header(self) -> str:
 
 
 class LegacyOAuth2AuthManager(AuthManager):
+    """Legacy OAuth2 AuthManager implementation.
+
+    This class exists for backward compatibility, and will be removed in
+    PyIceberg 1.0.0 in favor of OAuth2AuthManager.
+    """
+
     _session: Session
     _auth_url: Optional[str]
     _token: Optional[str]
diff --git a/tests/catalog/test_rest.py b/tests/catalog/test_rest.py
index ed91dd15a1..f60231ac30 100644
--- a/tests/catalog/test_rest.py
+++ b/tests/catalog/test_rest.py
@@ -15,6 +15,7 @@
 #  specific language governing permissions and limitations
 #  under the License.
 # pylint: disable=redefined-outer-name,unused-argument
+import base64
 import os
 from typing import Any, Callable, Dict, cast
 from unittest import mock
@@ -1519,6 +1520,132 @@ def test_request_session_with_ssl_client_cert() -> None:
     assert "Could not find the TLS certificate file, invalid path: path_to_client_cert" in str(e.value)
 
 
+def test_rest_catalog_with_basic_auth_type(rest_mock: Mocker) -> None:
+    # Given
+    rest_mock.get(
+        f"{TEST_URI}v1/config",
+        json={"defaults": {}, "overrides": {}},
+        status_code=200,
+    )
+    # Given
+    catalog_properties = {
+        "uri": TEST_URI,
+        "auth": {
+            "type": "basic",
+            "basic": {
+                "username": "one",
+                "password": "two",
+            },
+        },
+    }
+    catalog = RestCatalog("rest", **catalog_properties)  # type: ignore
+    assert catalog.uri == TEST_URI
+
+    encoded_user_pass = base64.b64encode(b"one:two").decode()
+    expected_auth_header = f"Basic {encoded_user_pass}"
+    assert rest_mock.last_request.headers["Authorization"] == expected_auth_header
+
+
+def test_rest_catalog_with_custom_auth_type() -> None:
+    # Given
+    catalog_properties = {
+        "uri": TEST_URI,
+        "auth": {
+            "type": "custom",
+            "impl": "dummy.nonexistent.package",
+            "custom": {
+                "property1": "one",
+                "property2": "two",
+            },
+        },
+    }
+    with pytest.raises(ValueError) as e:
+        # Missing namespace
+        RestCatalog("rest", **catalog_properties)  # type: ignore
+    assert "Could not load AuthManager class for 'dummy.nonexistent.package'" in str(e.value)
+
+
+def test_rest_catalog_with_custom_basic_auth_type(rest_mock: Mocker) -> None:
+    # Given
+    catalog_properties = {
+        "uri": TEST_URI,
+        "auth": {
+            "type": "custom",
+            "impl": "pyiceberg.catalog.rest.auth.BasicAuthManager",
+            "custom": {
+                "username": "one",
+                "password": "two",
+            },
+        },
+    }
+    rest_mock.get(
+        f"{TEST_URI}v1/config",
+        json={"defaults": {}, "overrides": {}},
+        status_code=200,
+    )
+    catalog = RestCatalog("rest", **catalog_properties)  # type: ignore
+    assert catalog.uri == TEST_URI
+
+    encoded_user_pass = base64.b64encode(b"one:two").decode()
+    expected_auth_header = f"Basic {encoded_user_pass}"
+    assert rest_mock.last_request.headers["Authorization"] == expected_auth_header
+
+
+def test_rest_catalog_with_custom_auth_type_no_impl() -> None:
+    # Given
+    catalog_properties = {
+        "uri": TEST_URI,
+        "auth": {
+            "type": "custom",
+            "custom": {
+                "property1": "one",
+                "property2": "two",
+            },
+        },
+    }
+    with pytest.raises(ValueError) as e:
+        # Missing namespace
+        RestCatalog("rest", **catalog_properties)  # type: ignore
+    assert "auth.impl must be specified when using custom auth.type" in str(e.value)
+
+
+def test_rest_catalog_with_non_custom_auth_type_impl() -> None:
+    # Given
+    catalog_properties = {
+        "uri": TEST_URI,
+        "auth": {
+            "type": "basic",
+            "impl": "basic.package",
+            "basic": {
+                "username": "one",
+                "password": "two",
+            },
+        },
+    }
+    with pytest.raises(ValueError) as e:
+        # Missing namespace
+        RestCatalog("rest", **catalog_properties)  # type: ignore
+    assert "auth.impl can only be specified when using custom auth.type" in str(e.value)
+
+
+def test_rest_catalog_with_unsupported_auth_type() -> None:
+    # Given
+    catalog_properties = {
+        "uri": TEST_URI,
+        "auth": {
+            "type": "unsupported",
+            "unsupported": {
+                "property1": "one",
+                "property2": "two",
+            },
+        },
+    }
+    with pytest.raises(ValueError) as e:
+        # Missing namespace
+        RestCatalog("rest", **catalog_properties)  # type: ignore
+    assert "Could not load AuthManager class for 'unsupported'" in str(e.value)
+
+
 EXAMPLE_ENV = {"PYICEBERG_CATALOG__PRODUCTION__URI": TEST_URI}
 
 

From fe2e021af8496b992346f22b1f3d29772002be37 Mon Sep 17 00:00:00 2001
From: Alex Stephen <1325798+rambleraptor@users.noreply.github.com>
Date: Fri, 25 Jul 2025 15:46:52 -0700
Subject: [PATCH 303/357] [docs] Include link to Iceberg Dev Events in docs
 (#2253)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
Closes #2238

# Rationale for this change
The pyiceberg monthly sync is now a part of the Iceberg Dev Events
calendar.

# Are these changes tested?
Just docs

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 mkdocs/docs/community.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/mkdocs/docs/community.md b/mkdocs/docs/community.md
index 4c542bff8e..bbfe8aa4f2 100644
--- a/mkdocs/docs/community.md
+++ b/mkdocs/docs/community.md
@@ -30,7 +30,7 @@ Community discussions happen primarily on the [dev mailing list](https://lists.a
 
 ## Iceberg Community Events
 
-The PyIceberg community sync is on the last Tuesday of every month. To join, make sure to subscribe to the [iceberg-python-sync Google group](https://groups.google.com/g/iceberg-python-sync).
+The PyIceberg community sync is on the last Tuesday of every month. The calendar event is located on the [Iceberg Dev Events](https://iceberg.apache.org/community#iceberg-community-events) calendar.
 
 ## Community Guidelines
 

From ea44758a8d17bb3e7045561b759f0485ece4d015 Mon Sep 17 00:00:00 2001
From: Jacob Scherffenberg <scherffenberg91@gmail.com>
Date: Tue, 29 Jul 2025 06:44:51 +0200
Subject: [PATCH 304/357] BUG: Snappy checksum check (#2252)

<!--
Thanks for opening a pull request!
-->

# Rationale for this change

The `SnappyCodec.decompress()` method has a bug where the CRC32 checksum
is extracted from the compressed data **after** the data has already
been truncated to remove the checksum. This results in reading the wrong
4 bytes for checksum validation, causing the CRC32 check to fail
incorrectly.

**Root Cause:**
In the current implementation:
1. `data = data[0:-4]` removes the last 4 bytes (checksum) from the data
2. `checksum = data[-4:]` then tries to get the checksum from the
already-truncated data
3. This means `checksum` contains the wrong bytes (last 4 bytes of
compressed data instead of the actual checksum)

**Solution:**
Extract the checksum **before** truncating the data:
```python
checksum = data[-4:]  # store checksum before truncating data
data = data[0:-4]     # remove checksum from the data
```

This ensures data integrity checks work correctly for snappy-compressed
Avro data.

# Are these changes tested?

The fix resolves the logical error in the checksum extraction order.
Existing tests should pass, and any snappy-compressed data with valid
checksums will now decompress successfully instead of failing with
"Checksum failure" errors.

The change is minimal and only reorders two existing lines of code,
making it low-risk.

# Are there any user-facing changes?

**Yes** - This is a bug fix that improves functionality:

- **Before:** Snappy-compressed Avro data would fail to decompress with
"Checksum failure" errors even when the data and checksum were valid
- **After:** Snappy-compressed Avro data with valid checksums will
decompress correctly

This fix resolves data integrity validation issues for users working
with snappy-compressed Avro files. No API changes are introduced.
---
 pyiceberg/avro/codecs/snappy_codec.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pyiceberg/avro/codecs/snappy_codec.py b/pyiceberg/avro/codecs/snappy_codec.py
index 2da8ed8f72..2ea7229772 100644
--- a/pyiceberg/avro/codecs/snappy_codec.py
+++ b/pyiceberg/avro/codecs/snappy_codec.py
@@ -51,9 +51,9 @@ def compress(data: bytes) -> tuple[bytes, int]:
         @staticmethod
         def decompress(data: bytes) -> bytes:
             # Compressed data includes a 4-byte CRC32 checksum
-            data = data[0:-4]
+            checksum = data[-4:]  # store checksum before truncating data
+            data = data[0:-4]  # remove checksum from the data
             uncompressed = snappy.decompress(data)
-            checksum = data[-4:]
             SnappyCodec._check_crc32(uncompressed, checksum)
             return uncompressed
 

From 5b3ada93490f1e1f8714e976bb681c24181028ae Mon Sep 17 00:00:00 2001
From: Ehsan Totoni <ehsan.tn@gmail.com>
Date: Wed, 30 Jul 2025 12:37:21 -0400
Subject: [PATCH 305/357] Remove PyArrow version upper bound and update
 lockfile (#2262)

<!--
Thanks for opening a pull request!
-->
As title. Closes #2258. Updated the lockfile just in case but it didn't
change the Arrow version.

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

PyIceberg doesn't need this upper bound since it uses stable public APIs
of PyArrow (as far as I can tell).

Dependency version upper bounds are known to be problematic:
1. Cause cascading dependency conflicts
2. Block security and bug fixes
3. Limit user flexibility

In my case, this causes issues for Bodo's Arrow upgrades since both
Arrow and PyIceberg are dependencies.

# Are these changes tested?

Existing tests.

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
None except allowing newer PyArrow versions.
---
 dev/docker-compose-azurite.yml |    2 +-
 poetry.lock                    | 1306 +++++++++++++++++---------------
 pyproject.toml                 |    2 +-
 3 files changed, 705 insertions(+), 605 deletions(-)

diff --git a/dev/docker-compose-azurite.yml b/dev/docker-compose-azurite.yml
index 4091ff94b5..5391b8e2f5 100644
--- a/dev/docker-compose-azurite.yml
+++ b/dev/docker-compose-azurite.yml
@@ -22,4 +22,4 @@ services:
     hostname: azurite
     ports:
       - 10000:10000
-    command: ["azurite-blob", "--loose", "--blobHost", "0.0.0.0"]
+    command: ["azurite-blob", "--loose", "--skipApiVersionCheck", "--blobHost", "0.0.0.0"]
diff --git a/poetry.lock b/poetry.lock
index 9360f9e79c..243992b20a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -27,29 +27,29 @@ tests = ["arrow", "dask[dataframe]", "docker", "pytest", "pytest-mock"]
 
 [[package]]
 name = "aiobotocore"
-version = "2.23.1"
+version = "2.23.2"
 description = "Async client for aws services using botocore and aiohttp"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"s3fs\""
 files = [
-    {file = "aiobotocore-2.23.1-py3-none-any.whl", hash = "sha256:d81c54d2eae2406ea9a473fea518fed580cf37bc4fc51ce43ba81546e5305114"},
-    {file = "aiobotocore-2.23.1.tar.gz", hash = "sha256:a59f2a78629b97d52f10936b79c73de64e481a8c44a62c1871f088df6c1afc4f"},
+    {file = "aiobotocore-2.23.2-py3-none-any.whl", hash = "sha256:5ca24feb49be73bd6cd92e82e95aefb0647c07bb85ca57000a0361b9554503d8"},
+    {file = "aiobotocore-2.23.2.tar.gz", hash = "sha256:9c2cbd6e813bb6c60b7f20fc11897976a583c57b0093a87bebfe80a9b08746b2"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.9.2,<4.0.0"
 aioitertools = ">=0.5.1,<1.0.0"
-botocore = ">=1.38.40,<1.38.47"
+botocore = ">=1.39.7,<1.39.9"
 jmespath = ">=0.7.1,<2.0.0"
 multidict = ">=6.0.0,<7.0.0"
 python-dateutil = ">=2.1,<3.0.0"
 wrapt = ">=1.10.10,<2.0.0"
 
 [package.extras]
-awscli = ["awscli (>=1.40.39,<1.40.46)"]
-boto3 = ["boto3 (>=1.38.40,<1.38.47)"]
+awscli = ["awscli (>=1.41.7,<1.41.9)"]
+boto3 = ["boto3 (>=1.39.7,<1.39.9)"]
 httpx = ["httpx (>=0.25.1,<0.29)"]
 
 [[package]]
@@ -59,7 +59,7 @@ description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -67,99 +67,99 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.12.14"
+version = "3.12.15"
 description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
-files = [
-    {file = "aiohttp-3.12.14-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:906d5075b5ba0dd1c66fcaaf60eb09926a9fef3ca92d912d2a0bbdbecf8b1248"},
-    {file = "aiohttp-3.12.14-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c875bf6fc2fd1a572aba0e02ef4e7a63694778c5646cdbda346ee24e630d30fb"},
-    {file = "aiohttp-3.12.14-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fbb284d15c6a45fab030740049d03c0ecd60edad9cd23b211d7e11d3be8d56fd"},
-    {file = "aiohttp-3.12.14-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:38e360381e02e1a05d36b223ecab7bc4a6e7b5ab15760022dc92589ee1d4238c"},
-    {file = "aiohttp-3.12.14-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:aaf90137b5e5d84a53632ad95ebee5c9e3e7468f0aab92ba3f608adcb914fa95"},
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 ]
 
 [package.dependencies]
@@ -202,7 +202,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\")"
+markers = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\")"
 files = [
     {file = "aiosignal-1.4.0-py3-none-any.whl", hash = "sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e"},
     {file = "aiosignal-1.4.0.tar.gz", hash = "sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7"},
@@ -269,7 +269,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version <= \"3.10\""
+markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version <= \"3.10\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
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@@ -286,7 +286,7 @@ files = [
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 ]
-markers = {main = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\")"}
+markers = {main = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\")"}
 
 [package.extras]
 benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
@@ -375,15 +375,15 @@ requests = ">=2.20.0"
 
 [[package]]
 name = "azure-identity"
-version = "1.23.0"
+version = "1.23.1"
 description = "Microsoft Azure Identity Library for Python"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"adlfs\""
 files = [
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+    {file = "azure_identity-1.23.1-py3-none-any.whl", hash = "sha256:7eed28baa0097a47e3fb53bd35a63b769e6b085bb3cb616dfce2b67f28a004a1"},
+    {file = "azure_identity-1.23.1.tar.gz", hash = "sha256:226c1ef982a9f8d5dcf6e0f9ed35eaef2a4d971e7dd86317e9b9d52e70a035e4"},
 ]
 
 [package.dependencies]
@@ -395,15 +395,15 @@ typing-extensions = ">=4.0.0"
 
 [[package]]
 name = "azure-storage-blob"
-version = "12.25.1"
+version = "12.26.0"
 description = "Microsoft Azure Blob Storage Client Library for Python"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"adlfs\""
 files = [
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+    {file = "azure_storage_blob-12.26.0-py3-none-any.whl", hash = "sha256:8c5631b8b22b4f53ec5fff2f3bededf34cfef111e2af613ad42c9e6de00a77fe"},
+    {file = "azure_storage_blob-12.26.0.tar.gz", hash = "sha256:5dd7d7824224f7de00bfeb032753601c982655173061e242f13be6e26d78d71f"},
 ]
 
 [package.dependencies]
@@ -536,19 +536,19 @@ snowflake = ["snowflake-connector-python"]
 
 [[package]]
 name = "boto3"
-version = "1.38.46"
+version = "1.39.8"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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+    {file = "boto3-1.39.8-py3-none-any.whl", hash = "sha256:dcea5270ccced0b4b962eb5874cb71b6232ccfc6203e05bf834a314442e4a79c"},
+    {file = "boto3-1.39.8.tar.gz", hash = "sha256:456ea6baef037eb6205d64e012259d14f0c9300c9b30603890746c1a0882fa01"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
-botocore = ">=1.38.46,<1.39.0"
+botocore = ">=1.39.8,<1.40.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.13.0,<0.14.0"
 
@@ -557,16 +557,16 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.38.46"
+version = "1.39.8"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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-    {file = "botocore-1.38.46.tar.gz", hash = "sha256:8798e5a418c27cf93195b077153644aea44cb171fcd56edc1ecebaa1e49e226e"},
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+    {file = "botocore-1.39.8.tar.gz", hash = "sha256:3848bd9057ea8dbc059e7764eda63bda575727ad1101dbd03636ab4a6f283fa5"},
 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -859,6 +859,7 @@ description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev", "docs"]
+markers = "python_version < \"3.10\""
 files = [
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@@ -867,6 +868,22 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
+[[package]]
+name = "click"
+version = "8.2.1"
+description = "Composable command line interface toolkit"
+optional = false
+python-versions = ">=3.10"
+groups = ["main", "dev", "docs"]
+markers = "python_version >= \"3.10\""
+files = [
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+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
 [[package]]
 name = "cloudpickle"
 version = "3.1.1"
@@ -895,79 +912,100 @@ markers = {main = "platform_system == \"Windows\"", dev = "platform_system == \"
 
 [[package]]
 name = "coverage"
-version = "7.9.2"
+version = "7.10.1"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
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 ]
 
 [package.dependencies]
@@ -978,120 +1016,150 @@ toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
 
 [[package]]
 name = "cramjam"
-version = "2.10.0"
+version = "2.11.0"
 description = "Thin Python bindings to de/compression algorithms in Rust"
 optional = true
 python-versions = ">=3.8"
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 [package.extras]
-dev = ["black (==22.3.0)", "hypothesis (<6.123.0)", "numpy", "pytest (>=5.30)", "pytest-benchmark", "pytest-xdist"]
+dev = ["black (==22.3.0)", "hypothesis (==6.60.0)", "numpy", "pytest (>=5.30)", "pytest-benchmark", "pytest-xdist"]
 
 [[package]]
 name = "cryptography"
@@ -1228,19 +1296,19 @@ files = [
 
 [[package]]
 name = "daft"
-version = "0.5.11"
+version = "0.5.14"
 description = "Distributed Dataframes for Multimodal Data"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"daft\""
 files = [
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 ]
 
 [package.dependencies]
@@ -1332,14 +1400,14 @@ tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "distlib"
-version = "0.3.9"
+version = "0.4.0"
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 optional = false
 python-versions = "*"
 groups = ["dev"]
 files = [
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 ]
 
 [[package]]
@@ -1581,7 +1649,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\")"
+markers = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\")"
 files = [
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@@ -1691,14 +1759,14 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2025.5.1"
+version = "2025.7.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.extras]
@@ -1706,7 +1774,7 @@ abfs = ["adlfs"]
 adl = ["adlfs"]
 arrow = ["pyarrow (>=1)"]
 dask = ["dask", "distributed"]
-dev = ["pre-commit", "ruff"]
+dev = ["pre-commit", "ruff (>=0.5)"]
 doc = ["numpydoc", "sphinx", "sphinx-design", "sphinx-rtd-theme", "yarl"]
 dropbox = ["dropbox", "dropboxdrivefs", "requests"]
 full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
@@ -1726,26 +1794,26 @@ smb = ["smbprotocol"]
 ssh = ["paramiko"]
 test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"]
 test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
-test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
+test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard ; python_version < \"3.14\""]
 tqdm = ["tqdm"]
 
 [[package]]
 name = "gcsfs"
-version = "2025.5.1"
+version = "2025.7.0"
 description = "Convenient Filesystem interface over GCS"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
-    {file = "gcsfs-2025.5.1-py2.py3-none-any.whl", hash = "sha256:48712471ff71ac83d3e2152ba4dc232874698466e344d5e700feba06b0a0de7b"},
-    {file = "gcsfs-2025.5.1.tar.gz", hash = "sha256:ba945530cf4857cd9d599ccb3ae729c65c39088880b11c4df1fecac30df5f3e3"},
+    {file = "gcsfs-2025.7.0-py2.py3-none-any.whl", hash = "sha256:653503331d58cb02bb34e725d4595d166e93f7f2f3ff88e4c66ef535ae66eae5"},
+    {file = "gcsfs-2025.7.0.tar.gz", hash = "sha256:ad3ff66cf189ae8fc375ac8a2af409003dbca02357621cb94a66e457e02ba420"},
 ]
 
 [package.dependencies]
 aiohttp = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1"
 decorator = ">4.1.2"
-fsspec = "2025.5.1"
+fsspec = "2025.7.0"
 google-auth = ">=1.2"
 google-auth-oauthlib = "*"
 google-cloud-storage = "*"
@@ -2105,21 +2173,21 @@ tests = ["pytest"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.33.4"
+version = "0.34.3"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = true
 python-versions = ">=3.8.0"
 groups = ["main"]
 markers = "extra == \"hf\""
 files = [
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+    {file = "huggingface_hub-0.34.3-py3-none-any.whl", hash = "sha256:5444550099e2d86e68b2898b09e85878fbd788fc2957b506c6a79ce060e39492"},
+    {file = "huggingface_hub-0.34.3.tar.gz", hash = "sha256:d58130fd5aa7408480681475491c0abd7e835442082fbc3ef4d45b6c39f83853"},
 ]
 
 [package.dependencies]
 filelock = "*"
 fsspec = ">=2023.5.0"
-hf-xet = {version = ">=1.1.2,<2.0.0", markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""}
+hf-xet = {version = ">=1.1.3,<2.0.0", markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""}
 packaging = ">=20.9"
 pyyaml = ">=5.1"
 requests = "*"
@@ -2127,16 +2195,16 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
-all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (==1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (==1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
 hf-transfer = ["hf-transfer (>=0.1.4)"]
 hf-xet = ["hf-xet (>=1.1.2,<2.0.0)"]
 inference = ["aiohttp"]
 mcp = ["aiohttp", "mcp (>=1.8.0)", "typer"]
 oauth = ["authlib (>=1.3.2)", "fastapi", "httpx", "itsdangerous"]
-quality = ["libcst (==1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "ruff (>=0.9.0)"]
+quality = ["libcst (>=1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "ruff (>=0.9.0)"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
 tensorflow-testing = ["keras (<3.0)", "tensorflow"]
 testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
@@ -2330,7 +2398,7 @@ files = [
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 ]
-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [[package]]
 name = "joserfc"
@@ -2395,14 +2463,14 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.24.0"
+version = "4.25.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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+    {file = "jsonschema-4.25.0-py3-none-any.whl", hash = "sha256:24c2e8da302de79c8b9382fee3e76b355e44d2a4364bb207159ce10b517bd716"},
+    {file = "jsonschema-4.25.0.tar.gz", hash = "sha256:e63acf5c11762c0e6672ffb61482bdf57f0876684d8d249c0fe2d730d48bc55f"},
 ]
 markers = {main = "extra == \"ray\""}
 
@@ -2414,7 +2482,7 @@ rpds-py = ">=0.7.1"
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
-format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "rfc3987-syntax (>=1.1.0)", "uri-template", "webcolors (>=24.6.0)"]
 
 [[package]]
 name = "jsonschema-path"
@@ -2892,113 +2960,153 @@ typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "mmh3"
-version = "5.1.0"
+version = "5.2.0"
 description = "Python extension for MurmurHash (MurmurHash3), a set of fast and robust hash functions."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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-test = ["pytest (==8.3.4)", "pytest-sugar (==1.0.0)"]
-type = ["mypy (==1.14.1)"]
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+plot = ["matplotlib (==3.10.3)", "pandas (==2.3.1)"]
+test = ["pytest (==8.4.1)", "pytest-sugar (==1.0.0)"]
+type = ["mypy (==1.17.0)"]
 
 [[package]]
 name = "moto"
-version = "5.1.8"
+version = "5.1.9"
 description = "A library that allows you to easily mock out tests based on AWS infrastructure"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -3069,24 +3177,24 @@ tests = ["pytest (>=4.6)"]
 
 [[package]]
 name = "msal"
-version = "1.32.3"
+version = "1.33.0"
 description = "The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect."
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"adlfs\""
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 ]
 
 [package.dependencies]
-cryptography = ">=2.5,<47"
+cryptography = ">=2.5,<48"
 PyJWT = {version = ">=1.0.0,<3", extras = ["crypto"]}
 requests = ">=2.0.0,<3"
 
 [package.extras]
-broker = ["pymsalruntime (>=0.14,<0.18) ; python_version >= \"3.6\" and platform_system == \"Windows\"", "pymsalruntime (>=0.17,<0.18) ; python_version >= \"3.8\" and platform_system == \"Darwin\""]
+broker = ["pymsalruntime (>=0.14,<0.19) ; python_version >= \"3.6\" and platform_system == \"Windows\"", "pymsalruntime (>=0.17,<0.19) ; python_version >= \"3.8\" and platform_system == \"Darwin\"", "pymsalruntime (>=0.18,<0.19) ; python_version >= \"3.8\" and platform_system == \"Linux\""]
 
 [[package]]
 name = "msal-extensions"
@@ -3184,7 +3292,7 @@ description = "multidict implementation"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
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@@ -3318,14 +3426,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-glue"
-version = "1.39.7"
-description = "Type annotations for boto3 Glue 1.39.7 service generated with mypy-boto3-builder 8.11.0"
+version = "1.39.12"
+description = "Type annotations for boto3 Glue 1.39.12 service generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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+    {file = "mypy_boto3_glue-1.39.12.tar.gz", hash = "sha256:ee4e2123acb6f36088e539b58beb268c81cee8df37985944d9c6374a781e917a"},
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 [package.dependencies]
@@ -3501,7 +3609,7 @@ description = "Fundamental package for array computing in Python"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version < \"3.10\" and (extra == \"bodo\" or extra == \"pandas\" or extra == \"ray\")"
+markers = "python_version < \"3.10\" and (extra == \"pandas\" or extra == \"ray\" or extra == \"bodo\")"
 files = [
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@@ -3557,7 +3665,7 @@ description = "Fundamental package for array computing in Python"
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "python_version >= \"3.10\" and (extra == \"bodo\" or extra == \"pandas\" or extra == \"ray\")"
+markers = "python_version >= \"3.10\" and (extra == \"pandas\" or extra == \"ray\" or extra == \"bodo\")"
 files = [
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@@ -3705,7 +3813,7 @@ description = "Powerful data structures for data analysis, time series, and stat
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"bodo\" or extra == \"pandas\" or extra == \"ray\""
+markers = "extra == \"pandas\" or extra == \"ray\" or extra == \"bodo\""
 files = [
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@@ -3754,8 +3862,8 @@ files = [
 [package.dependencies]
 numpy = [
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-    {version = ">=1.23.2", markers = "python_version == \"3.11\""},
     {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
+    {version = ">=1.23.2", markers = "python_version == \"3.11\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -3926,7 +4034,7 @@ description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
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@@ -4221,7 +4329,7 @@ description = "Python library for Apache Arrow"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"bodo\" or extra == \"daft\" or extra == \"datafusion\" or extra == \"duckdb\" or extra == \"pandas\" or extra == \"pyarrow\" or extra == \"ray\""
+markers = "extra == \"pyarrow\" or extra == \"pandas\" or extra == \"duckdb\" or extra == \"ray\" or extra == \"bodo\" or extra == \"daft\" or extra == \"datafusion\""
 files = [
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@@ -4502,14 +4610,14 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
 [[package]]
 name = "pymdown-extensions"
-version = "10.16"
+version = "10.16.1"
 description = "Extension pack for Python Markdown."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
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 ]
 
 [package.dependencies]
@@ -4775,7 +4883,7 @@ description = "World timezone definitions, modern and historical"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"bodo\" or extra == \"pandas\" or extra == \"ray\""
+markers = "extra == \"pandas\" or extra == \"ray\" or extra == \"bodo\""
 files = [
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@@ -4972,106 +5080,99 @@ typing-extensions = {version = ">=4.4.0", markers = "python_version < \"3.13\""}
 
 [[package]]
 name = "regex"
-version = "2024.11.6"
+version = "2025.7.31"
 description = "Alternative regular expression module, to replace re."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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 [[package]]
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 [[package]]
 name = "rich"
-version = "14.0.0"
+version = "14.1.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
 groups = ["main"]
 files = [
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 pygments = ">=2.13.0,<3.0.0"
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 [package.extras]
 jupyter = ["ipywidgets (>=7.5.1,<9)"]
@@ -5394,21 +5494,21 @@ pyasn1 = ">=0.1.3"
 
 [[package]]
 name = "s3fs"
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 description = "Convenient Filesystem interface over S3"
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 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"s3fs\""
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 aiohttp = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1"
-fsspec = "2025.5.1"
+fsspec = "2025.7.0"
 
 [package.extras]
 awscli = ["aiobotocore[awscli] (>=2.5.4,<3.0.0)"]
@@ -5416,16 +5516,16 @@ boto3 = ["aiobotocore[boto3] (>=2.5.4,<3.0.0)"]
 
 [[package]]
 name = "s3transfer"
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 description = "An Amazon S3 Transfer Manager"
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 python-versions = ">=3.9"
 groups = ["main", "dev"]
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-markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.37.4,<2.0a.0"
@@ -5704,70 +5804,70 @@ test = ["pytest"]
 
 [[package]]
 name = "sqlalchemy"
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+    {file = "sqlalchemy-2.0.42.tar.gz", hash = "sha256:160bedd8a5c28765bd5be4dec2d881e109e33b34922e50a3b881a7681773ac5f"},
 ]
 
 [package.dependencies]
@@ -5933,7 +6033,7 @@ description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"daft\" or extra == \"hf\""
+markers = "extra == \"hf\" or extra == \"daft\""
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
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@@ -5984,7 +6084,7 @@ description = "Provider of IANA time zone data"
 optional = true
 python-versions = ">=2"
 groups = ["main"]
-markers = "extra == \"bodo\" or extra == \"pandas\" or extra == \"ray\""
+markers = "extra == \"pandas\" or extra == \"ray\" or extra == \"bodo\""
 files = [
     {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"},
     {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
@@ -6029,14 +6129,14 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.31.2"
+version = "20.32.0"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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+    {file = "virtualenv-20.32.0.tar.gz", hash = "sha256:886bf75cadfdc964674e6e33eb74d787dff31ca314ceace03ca5810620f4ecf0"},
 ]
 
 [package.dependencies]
@@ -6218,7 +6318,7 @@ description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
+markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
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@@ -6493,4 +6593,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "5cef3b70e2b74aaa1ba9d9b718c6374dfc137b87d9b4eeaab572604cbf616bd5"
+content-hash = "b94a0776a3b55a9609865a61ec239d498afe3d1aaa73c399d67561ae51a3e2c0"
diff --git a/pyproject.toml b/pyproject.toml
index 6f1b7c779b..da43b4217b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -62,7 +62,7 @@ pyparsing = ">=3.1.0,<4.0.0"
 zstandard = ">=0.13.0,<1.0.0"
 tenacity = ">=8.2.3,<10.0.0"
 pyroaring = ">=1.0.0,<2.0.0"
-pyarrow = { version = ">=17.0.0,<21.0.0", optional = true }
+pyarrow = { version = ">=17.0.0", optional = true }
 pandas = { version = ">=1.0.0,<3.0.0", optional = true }
 duckdb = { version = ">=0.5.0,<2.0.0", optional = true }
 ray = [

From 883a76ec0faeb886dfcb849d289dbac1415f65fb Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Sun, 3 Aug 2025 23:33:17 +0200
Subject: [PATCH 306/357] CI: Disable caching (#2268)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

Looks like something changed, which caused the CI to fail:
https://github.com/apache/iceberg-python/commits/main/

First attempt to isolate the issue (checking if it is related to
coverage)

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 .github/workflows/python-ci.yml | 2 --
 1 file changed, 2 deletions(-)

diff --git a/.github/workflows/python-ci.yml b/.github/workflows/python-ci.yml
index c8cdbcc58a..3ae0f7122f 100644
--- a/.github/workflows/python-ci.yml
+++ b/.github/workflows/python-ci.yml
@@ -56,8 +56,6 @@ jobs:
     - uses: actions/setup-python@v5
       with:
         python-version: ${{ matrix.python }}
-        cache: poetry
-        cache-dependency-path: ./poetry.lock
     - name: Install system dependencies
       run: sudo apt-get update && sudo apt-get install -y libkrb5-dev # for kerberos
     - name: Install

From df2f90569a96a2b233998939e4a695e305b687e0 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Mon, 4 Aug 2025 07:11:27 +0200
Subject: [PATCH 307/357] Bump Poetry to 2.1.3 (#2267)

---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 859d8dfa23..1f67b6ae52 100644
--- a/Makefile
+++ b/Makefile
@@ -28,7 +28,7 @@ else
   TEST_RUNNER = poetry run
 endif
 
-POETRY_VERSION = 2.1.1
+POETRY_VERSION = 2.1.3
 
 # ============
 # Help Section

From 950541f7b3afdce4a04bff86b6744d8fe482c3d8 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Mon, 4 Aug 2025 20:39:16 +0200
Subject: [PATCH 308/357] Avro: Fix tests (#2265)

While working on https://github.com/apache/iceberg-python/pull/2004 I've
noticed some small discrepancies that I think would be good to address
in a separate PR.

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->

---------

Co-authored-by: Kevin Liu <kevin.jq.liu@gmail.com>
---
 tests/conftest.py            | 48 ++++++++++++++++++++++++++++--------
 tests/utils/test_manifest.py | 33 ++++++++++---------------
 2 files changed, 51 insertions(+), 30 deletions(-)

diff --git a/tests/conftest.py b/tests/conftest.py
index 584b6c633a..79560bc532 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -47,6 +47,7 @@
 import boto3
 import pytest
 from moto import mock_aws
+from pydantic_core import to_json
 
 from pyiceberg.catalog import Catalog, load_catalog
 from pyiceberg.catalog.noop import NoopCatalog
@@ -67,10 +68,12 @@
 )
 from pyiceberg.io.fsspec import FsspecFileIO
 from pyiceberg.manifest import DataFile, FileFormat
+from pyiceberg.partitioning import PartitionField, PartitionSpec
 from pyiceberg.schema import Accessor, Schema
 from pyiceberg.serializers import ToOutputFile
 from pyiceberg.table import FileScanTask, Table
 from pyiceberg.table.metadata import TableMetadataV1, TableMetadataV2
+from pyiceberg.transforms import DayTransform, IdentityTransform
 from pyiceberg.types import (
     BinaryType,
     BooleanType,
@@ -1255,8 +1258,8 @@ def metadata_location_gz(tmp_path_factory: pytest.TempPathFactory) -> str:
                 {"key": 15, "value": 0},
             ],
             "lower_bounds": [
-                {"key": 2, "value": b"2020-04-01 00:00"},
-                {"key": 3, "value": b"2020-04-01 00:12"},
+                {"key": 2, "value": b"\x01\x00\x00\x00\x00\x00\x00\x00"},
+                {"key": 3, "value": b"\x01\x00\x00\x00\x00\x00\x00\x00"},
                 {"key": 7, "value": b"\x03\x00\x00\x00"},
                 {"key": 8, "value": b"\x01\x00\x00\x00"},
                 {"key": 10, "value": b"\xf6(\\\x8f\xc2\x05S\xc0"},
@@ -1270,8 +1273,8 @@ def metadata_location_gz(tmp_path_factory: pytest.TempPathFactory) -> str:
                 {"key": 19, "value": b"\x00\x00\x00\x00\x00\x00\x04\xc0"},
             ],
             "upper_bounds": [
-                {"key": 2, "value": b"2020-04-30 23:5:"},
-                {"key": 3, "value": b"2020-05-01 00:41"},
+                {"key": 2, "value": b"\x06\x00\x00\x00\x00\x00\x00\x00"},
+                {"key": 3, "value": b"\x06\x00\x00\x00\x00\x00\x00\x00"},
                 {"key": 7, "value": b"\t\x01\x00\x00"},
                 {"key": 8, "value": b"\t\x01\x00\x00"},
                 {"key": 10, "value": b"\xcd\xcc\xcc\xcc\xcc,_@"},
@@ -1376,8 +1379,8 @@ def metadata_location_gz(tmp_path_factory: pytest.TempPathFactory) -> str:
             ],
             "lower_bounds": [
                 {"key": 1, "value": b"\x01\x00\x00\x00"},
-                {"key": 2, "value": b"2020-04-01 00:00"},
-                {"key": 3, "value": b"2020-04-01 00:03"},
+                {"key": 2, "value": b"\x01\x00\x00\x00\x00\x00\x00\x00"},
+                {"key": 3, "value": b"\x01\x00\x00\x00\x00\x00\x00\x00"},
                 {"key": 4, "value": b"\x00\x00\x00\x00"},
                 {"key": 5, "value": b"\x01\x00\x00\x00"},
                 {"key": 6, "value": b"N"},
@@ -1396,8 +1399,8 @@ def metadata_location_gz(tmp_path_factory: pytest.TempPathFactory) -> str:
             ],
             "upper_bounds": [
                 {"key": 1, "value": b"\x01\x00\x00\x00"},
-                {"key": 2, "value": b"2020-04-30 23:5:"},
-                {"key": 3, "value": b"2020-05-01 00:1:"},
+                {"key": 2, "value": b"\x06\x00\x00\x00\x00\x00\x00\x00"},
+                {"key": 3, "value": b"\x06\x00\x00\x00\x00\x00\x00\x00"},
                 {"key": 4, "value": b"\x06\x00\x00\x00"},
                 {"key": 5, "value": b"c\x00\x00\x00"},
                 {"key": 6, "value": b"Y"},
@@ -1858,7 +1861,24 @@ def simple_map() -> MapType:
 
 
 @pytest.fixture(scope="session")
-def generated_manifest_entry_file(avro_schema_manifest_entry: Dict[str, Any]) -> Generator[str, None, None]:
+def test_schema() -> Schema:
+    return Schema(
+        NestedField(1, "VendorID", IntegerType(), False), NestedField(2, "tpep_pickup_datetime", TimestampType(), False)
+    )
+
+
+@pytest.fixture(scope="session")
+def test_partition_spec() -> Schema:
+    return PartitionSpec(
+        PartitionField(1, 1000, IdentityTransform(), "VendorID"),
+        PartitionField(2, 1001, DayTransform(), "tpep_pickup_day"),
+    )
+
+
+@pytest.fixture(scope="session")
+def generated_manifest_entry_file(
+    avro_schema_manifest_entry: Dict[str, Any], test_schema: Schema, test_partition_spec: PartitionSpec
+) -> Generator[str, None, None]:
     from fastavro import parse_schema, writer
 
     parsed_schema = parse_schema(avro_schema_manifest_entry)
@@ -1866,7 +1886,15 @@ def generated_manifest_entry_file(avro_schema_manifest_entry: Dict[str, Any]) ->
     with TemporaryDirectory() as tmpdir:
         tmp_avro_file = tmpdir + "/manifest.avro"
         with open(tmp_avro_file, "wb") as out:
-            writer(out, parsed_schema, manifest_entry_records)
+            writer(
+                out,
+                parsed_schema,
+                manifest_entry_records,
+                metadata={
+                    "schema": test_schema.model_dump_json(),
+                    "partition-spec": to_json(test_partition_spec.fields).decode("utf-8"),
+                },
+            )
         yield tmp_avro_file
 
 
diff --git a/tests/utils/test_manifest.py b/tests/utils/test_manifest.py
index 825431c776..7c62b9564c 100644
--- a/tests/utils/test_manifest.py
+++ b/tests/utils/test_manifest.py
@@ -38,10 +38,9 @@
     write_manifest,
     write_manifest_list,
 )
-from pyiceberg.partitioning import UNPARTITIONED_PARTITION_SPEC, PartitionField, PartitionSpec
+from pyiceberg.partitioning import UNPARTITIONED_PARTITION_SPEC, PartitionSpec
 from pyiceberg.schema import Schema
 from pyiceberg.table.snapshots import Operation, Snapshot, Summary
-from pyiceberg.transforms import IdentityTransform
 from pyiceberg.typedef import Record, TableVersion
 from pyiceberg.types import IntegerType, NestedField
 
@@ -154,8 +153,8 @@ def test_read_manifest_entry(generated_manifest_entry_file: str) -> None:
     }
     assert data_file.nan_value_counts == {16: 0, 17: 0, 18: 0, 19: 0, 10: 0, 11: 0, 12: 0, 13: 0, 14: 0, 15: 0}
     assert data_file.lower_bounds == {
-        2: b"2020-04-01 00:00",
-        3: b"2020-04-01 00:12",
+        2: b"\x01\x00\x00\x00\x00\x00\x00\x00",
+        3: b"\x01\x00\x00\x00\x00\x00\x00\x00",
         7: b"\x03\x00\x00\x00",
         8: b"\x01\x00\x00\x00",
         10: b"\xf6(\\\x8f\xc2\x05S\xc0",
@@ -169,8 +168,8 @@ def test_read_manifest_entry(generated_manifest_entry_file: str) -> None:
         19: b"\x00\x00\x00\x00\x00\x00\x04\xc0",
     }
     assert data_file.upper_bounds == {
-        2: b"2020-04-30 23:5:",
-        3: b"2020-05-01 00:41",
+        2: b"\x06\x00\x00\x00\x00\x00\x00\x00",
+        3: b"\x06\x00\x00\x00\x00\x00\x00\x00",
         7: b"\t\x01\x00\x00",
         8: b"\t\x01\x00\x00",
         10: b"\xcd\xcc\xcc\xcc\xcc,_@",
@@ -363,6 +362,8 @@ def test_write_manifest(
     generated_manifest_file_file_v1: str,
     generated_manifest_file_file_v2: str,
     format_version: TableVersion,
+    test_schema: Schema,
+    test_partition_spec: PartitionSpec,
     compression: AvroCompressionCodec,
 ) -> None:
     io = load_file_io()
@@ -376,20 +377,12 @@ def test_write_manifest(
     )
     demo_manifest_file = snapshot.manifests(io)[0]
     manifest_entries = demo_manifest_file.fetch_manifest_entry(io)
-    test_schema = Schema(
-        NestedField(1, "VendorID", IntegerType(), False), NestedField(2, "tpep_pickup_datetime", IntegerType(), False)
-    )
-    test_spec = PartitionSpec(
-        PartitionField(source_id=1, field_id=1, transform=IdentityTransform(), name="VendorID"),
-        PartitionField(source_id=2, field_id=2, transform=IdentityTransform(), name="tpep_pickup_datetime"),
-        spec_id=demo_manifest_file.partition_spec_id,
-    )
     with TemporaryDirectory() as tmpdir:
         tmp_avro_file = tmpdir + "/test_write_manifest.avro"
         output = io.new_output(tmp_avro_file)
         with write_manifest(
             format_version=format_version,
-            spec=test_spec,
+            spec=test_partition_spec,
             schema=test_schema,
             output_file=output,
             snapshot_id=8744736658442914487,
@@ -404,7 +397,7 @@ def test_write_manifest(
 
         expected_metadata = {
             "schema": test_schema.model_dump_json(),
-            "partition-spec": """[{"source-id":1,"field-id":1,"transform":"identity","name":"VendorID"},{"source-id":2,"field-id":2,"transform":"identity","name":"tpep_pickup_datetime"}]""",
+            "partition-spec": """[{"source-id":1,"field-id":1000,"transform":"identity","name":"VendorID"},{"source-id":2,"field-id":1001,"transform":"day","name":"tpep_pickup_day"}]""",
             "partition-spec-id": str(demo_manifest_file.partition_spec_id),
             "format-version": str(format_version),
         }
@@ -497,8 +490,8 @@ def test_write_manifest(
         }
         assert data_file.nan_value_counts == {16: 0, 17: 0, 18: 0, 19: 0, 10: 0, 11: 0, 12: 0, 13: 0, 14: 0, 15: 0}
         assert data_file.lower_bounds == {
-            2: b"2020-04-01 00:00",
-            3: b"2020-04-01 00:12",
+            2: b"\x01\x00\x00\x00\x00\x00\x00\x00",
+            3: b"\x01\x00\x00\x00\x00\x00\x00\x00",
             7: b"\x03\x00\x00\x00",
             8: b"\x01\x00\x00\x00",
             10: b"\xf6(\\\x8f\xc2\x05S\xc0",
@@ -512,8 +505,8 @@ def test_write_manifest(
             19: b"\x00\x00\x00\x00\x00\x00\x04\xc0",
         }
         assert data_file.upper_bounds == {
-            2: b"2020-04-30 23:5:",
-            3: b"2020-05-01 00:41",
+            2: b"\x06\x00\x00\x00\x00\x00\x00\x00",
+            3: b"\x06\x00\x00\x00\x00\x00\x00\x00",
             7: b"\t\x01\x00\x00",
             8: b"\t\x01\x00\x00",
             10: b"\xcd\xcc\xcc\xcc\xcc,_@",

From 5346f7c97e6a8cb2a6cd70e95aa854f4c4e316c1 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Mon, 4 Aug 2025 22:49:14 +0200
Subject: [PATCH 309/357] Clear updates/requirements after commit (#1961)

# Rationale for this change

Resolves #1946

# Are these changes tested?

Yes, using a test that used to fail before :)

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/table/__init__.py                  | 26 +++++++++++---------
 tests/integration/test_writes/test_writes.py | 17 +++++++++++++
 2 files changed, 32 insertions(+), 11 deletions(-)

diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index 6c6da2a9b7..21898e9c4d 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -292,8 +292,6 @@ def _apply(self, updates: Tuple[TableUpdate, ...], requirements: Tuple[TableRequ
 
         if self._autocommit:
             self.commit_transaction()
-            self._updates = ()
-            self._requirements = ()
 
         return self
 
@@ -937,13 +935,15 @@ def commit_transaction(self) -> Table:
                 updates=self._updates,
                 requirements=self._requirements,
             )
-            return self._table
-        else:
-            return self._table
+
+        self._updates = ()
+        self._requirements = ()
+
+        return self._table
 
 
 class CreateTableTransaction(Transaction):
-    """A transaction that involves the creation of a a new table."""
+    """A transaction that involves the creation of a new table."""
 
     def _initial_changes(self, table_metadata: TableMetadata) -> None:
         """Set the initial changes that can reconstruct the initial table metadata when creating the CreateTableTransaction."""
@@ -988,11 +988,15 @@ def commit_transaction(self) -> Table:
         Returns:
             The table with the updates applied.
         """
-        self._requirements = (AssertCreate(),)
-        self._table._do_commit(  # pylint: disable=W0212
-            updates=self._updates,
-            requirements=self._requirements,
-        )
+        if len(self._updates) > 0:
+            self._table._do_commit(  # pylint: disable=W0212
+                updates=self._updates,
+                requirements=(AssertCreate(),),
+            )
+
+        self._updates = ()
+        self._requirements = ()
+
         return self._table
 
 
diff --git a/tests/integration/test_writes/test_writes.py b/tests/integration/test_writes/test_writes.py
index e63883c1db..b73680e483 100644
--- a/tests/integration/test_writes/test_writes.py
+++ b/tests/integration/test_writes/test_writes.py
@@ -1802,6 +1802,23 @@ def test_write_optional_list(session_catalog: Catalog) -> None:
     assert len(session_catalog.load_table(identifier).scan().to_arrow()) == 4
 
 
+@pytest.mark.integration
+@pytest.mark.parametrize("format_version", [1, 2])
+def test_double_commit_transaction(
+    spark: SparkSession, session_catalog: Catalog, arrow_table_with_null: pa.Table, format_version: int
+) -> None:
+    identifier = "default.arrow_data_files"
+    tbl = _create_table(session_catalog, identifier, {"format-version": format_version}, [])
+
+    assert len(tbl.metadata.metadata_log) == 0
+
+    with tbl.transaction() as tx:
+        tx.append(arrow_table_with_null)
+        tx.commit_transaction()
+
+    assert len(tbl.metadata.metadata_log) == 1
+
+
 @pytest.mark.integration
 @pytest.mark.parametrize("format_version", [1, 2])
 def test_evolve_and_write(

From 01f53b0b476e97ee1cc29b0dd8ecfafbbc8e8fbf Mon Sep 17 00:00:00 2001
From: Alex Stephen <1325798+rambleraptor@users.noreply.github.com>
Date: Mon, 4 Aug 2025 15:54:36 -0700
Subject: [PATCH 310/357] Adding support for Google AuthManager (#2072)

---
 mkdocs/docs/configuration.md    |    2 +
 poetry.lock                     | 1273 ++++++++++++++-----------------
 pyiceberg/catalog/rest/auth.py  |   34 +-
 pyproject.toml                  |    6 +
 tests/catalog/test_rest.py      |   39 +
 tests/catalog/test_rest_auth.py |   92 ++-
 6 files changed, 758 insertions(+), 688 deletions(-)

diff --git a/mkdocs/docs/configuration.md b/mkdocs/docs/configuration.md
index 1c9e327fd7..40cfc0b8c9 100644
--- a/mkdocs/docs/configuration.md
+++ b/mkdocs/docs/configuration.md
@@ -389,6 +389,7 @@ The RESTCatalog supports pluggable authentication via the `auth` configuration b
 - `noop`: No authentication (no Authorization header sent).
 - `basic`: HTTP Basic authentication.
 - `custom`: Custom authentication manager (requires `auth.impl`).
+- `google`: Google Authentication support
 
 ###### Configuration Properties
 
@@ -414,6 +415,7 @@ catalog:
 | `auth.impl`      | Conditionally | The fully qualified class path for a custom AuthManager. Required if `auth.type` is `custom`. |
 | `auth.basic`     | If type is `basic` | Block containing `username` and `password` for HTTP Basic authentication.           |
 | `auth.custom`    | If type is `custom` | Block containing configuration for the custom AuthManager.                          |
+| `auth.google`    | If type is `google` | Block containing `credentials_path` to a service account file (if using). Will default to using Application Default Credentials. |
 
 ###### Examples
 
diff --git a/poetry.lock b/poetry.lock
index 243992b20a..22e8e8a1aa 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
 
 [[package]]
 name = "adlfs"
@@ -27,29 +27,29 @@ tests = ["arrow", "dask[dataframe]", "docker", "pytest", "pytest-mock"]
 
 [[package]]
 name = "aiobotocore"
-version = "2.23.2"
+version = "2.23.1"
 description = "Async client for aws services using botocore and aiohttp"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"s3fs\""
 files = [
-    {file = "aiobotocore-2.23.2-py3-none-any.whl", hash = "sha256:5ca24feb49be73bd6cd92e82e95aefb0647c07bb85ca57000a0361b9554503d8"},
-    {file = "aiobotocore-2.23.2.tar.gz", hash = "sha256:9c2cbd6e813bb6c60b7f20fc11897976a583c57b0093a87bebfe80a9b08746b2"},
+    {file = "aiobotocore-2.23.1-py3-none-any.whl", hash = "sha256:d81c54d2eae2406ea9a473fea518fed580cf37bc4fc51ce43ba81546e5305114"},
+    {file = "aiobotocore-2.23.1.tar.gz", hash = "sha256:a59f2a78629b97d52f10936b79c73de64e481a8c44a62c1871f088df6c1afc4f"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.9.2,<4.0.0"
 aioitertools = ">=0.5.1,<1.0.0"
-botocore = ">=1.39.7,<1.39.9"
+botocore = ">=1.38.40,<1.38.47"
 jmespath = ">=0.7.1,<2.0.0"
 multidict = ">=6.0.0,<7.0.0"
 python-dateutil = ">=2.1,<3.0.0"
 wrapt = ">=1.10.10,<2.0.0"
 
 [package.extras]
-awscli = ["awscli (>=1.41.7,<1.41.9)"]
-boto3 = ["boto3 (>=1.39.7,<1.39.9)"]
+awscli = ["awscli (>=1.40.39,<1.40.46)"]
+boto3 = ["boto3 (>=1.38.40,<1.38.47)"]
 httpx = ["httpx (>=0.25.1,<0.29)"]
 
 [[package]]
@@ -67,99 +67,99 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.12.15"
+version = "3.12.14"
 description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
 files = [
-    {file = "aiohttp-3.12.15-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b6fc902bff74d9b1879ad55f5404153e2b33a82e72a95c89cec5eb6cc9e92fbc"},
-    {file = "aiohttp-3.12.15-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:098e92835b8119b54c693f2f88a1dec690e20798ca5f5fe5f0520245253ee0af"},
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 [package.dependencies]
@@ -375,15 +375,15 @@ requests = ">=2.20.0"
 
 [[package]]
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+version = "1.23.0"
 description = "Microsoft Azure Identity Library for Python"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"adlfs\""
 files = [
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 ]
 
 [package.dependencies]
@@ -395,15 +395,15 @@ typing-extensions = ">=4.0.0"
 
 [[package]]
 name = "azure-storage-blob"
-version = "12.26.0"
+version = "12.25.1"
 description = "Microsoft Azure Blob Storage Client Library for Python"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"adlfs\""
 files = [
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 ]
 
 [package.dependencies]
@@ -536,19 +536,19 @@ snowflake = ["snowflake-connector-python"]
 
 [[package]]
 name = "boto3"
-version = "1.39.8"
+version = "1.38.46"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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+    {file = "boto3-1.38.46.tar.gz", hash = "sha256:d1ca2b53138afd0341e1962bd52be6071ab7a63c5b4f89228c5ef8942c40c852"},
 ]
 markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
-botocore = ">=1.39.8,<1.40.0"
+botocore = ">=1.38.46,<1.39.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.13.0,<0.14.0"
 
@@ -557,14 +557,14 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.39.8"
+version = "1.38.46"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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-    {file = "botocore-1.39.8.tar.gz", hash = "sha256:3848bd9057ea8dbc059e7764eda63bda575727ad1101dbd03636ab4a6f283fa5"},
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 ]
 markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
@@ -859,7 +859,6 @@ description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev", "docs"]
-markers = "python_version < \"3.10\""
 files = [
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@@ -868,22 +867,6 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
-[[package]]
-name = "click"
-version = "8.2.1"
-description = "Composable command line interface toolkit"
-optional = false
-python-versions = ">=3.10"
-groups = ["main", "dev", "docs"]
-markers = "python_version >= \"3.10\""
-files = [
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-]
-
-[package.dependencies]
-colorama = {version = "*", markers = "platform_system == \"Windows\""}
-
 [[package]]
 name = "cloudpickle"
 version = "3.1.1"
@@ -912,100 +895,79 @@ markers = {main = "platform_system == \"Windows\"", dev = "platform_system == \"
 
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 name = "coverage"
-version = "7.10.1"
+version = "7.9.2"
 description = "Code coverage measurement for Python"
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 python-versions = ">=3.9"
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 [package.dependencies]
@@ -1016,150 +978,120 @@ toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
 
 [[package]]
 name = "cramjam"
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+version = "2.10.0"
 description = "Thin Python bindings to de/compression algorithms in Rust"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"snappy\""
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-dev = ["black (==22.3.0)", "hypothesis (==6.60.0)", "numpy", "pytest (>=5.30)", "pytest-benchmark", "pytest-xdist"]
+dev = ["black (==22.3.0)", "hypothesis (<6.123.0)", "numpy", "pytest (>=5.30)", "pytest-benchmark", "pytest-xdist"]
 
 [[package]]
 name = "cryptography"
@@ -1296,19 +1228,19 @@ files = [
 
 [[package]]
 name = "daft"
-version = "0.5.14"
+version = "0.5.11"
 description = "Distributed Dataframes for Multimodal Data"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"daft\""
 files = [
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 ]
 
 [package.dependencies]
@@ -1400,14 +1332,14 @@ tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "distlib"
-version = "0.4.0"
+version = "0.3.9"
 description = "Distribution utilities"
 optional = false
 python-versions = "*"
 groups = ["dev"]
 files = [
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 ]
 
 [[package]]
@@ -1759,14 +1691,14 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2025.7.0"
+version = "2025.5.1"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.extras]
@@ -1774,7 +1706,7 @@ abfs = ["adlfs"]
 adl = ["adlfs"]
 arrow = ["pyarrow (>=1)"]
 dask = ["dask", "distributed"]
-dev = ["pre-commit", "ruff (>=0.5)"]
+dev = ["pre-commit", "ruff"]
 doc = ["numpydoc", "sphinx", "sphinx-design", "sphinx-rtd-theme", "yarl"]
 dropbox = ["dropbox", "dropboxdrivefs", "requests"]
 full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
@@ -1794,26 +1726,26 @@ smb = ["smbprotocol"]
 ssh = ["paramiko"]
 test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"]
 test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
-test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard ; python_version < \"3.14\""]
+test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
 tqdm = ["tqdm"]
 
 [[package]]
 name = "gcsfs"
-version = "2025.7.0"
+version = "2025.5.1"
 description = "Convenient Filesystem interface over GCS"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"gcsfs\""
 files = [
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-    {file = "gcsfs-2025.7.0.tar.gz", hash = "sha256:ad3ff66cf189ae8fc375ac8a2af409003dbca02357621cb94a66e457e02ba420"},
+    {file = "gcsfs-2025.5.1-py2.py3-none-any.whl", hash = "sha256:48712471ff71ac83d3e2152ba4dc232874698466e344d5e700feba06b0a0de7b"},
+    {file = "gcsfs-2025.5.1.tar.gz", hash = "sha256:ba945530cf4857cd9d599ccb3ae729c65c39088880b11c4df1fecac30df5f3e3"},
 ]
 
 [package.dependencies]
 aiohttp = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1"
 decorator = ">4.1.2"
-fsspec = "2025.7.0"
+fsspec = "2025.5.1"
 google-auth = ">=1.2"
 google-auth-oauthlib = "*"
 google-cloud-storage = "*"
@@ -1877,7 +1809,7 @@ description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"gcsfs\""
+markers = "extra == \"gcp-auth\" or extra == \"gcsfs\""
 files = [
     {file = "google_auth-2.40.3-py2.py3-none-any.whl", hash = "sha256:1370d4593e86213563547f97a92752fc658456fe4514c809544f330fed45a7ca"},
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@@ -2173,21 +2105,21 @@ tests = ["pytest"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.34.3"
+version = "0.33.4"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = true
 python-versions = ">=3.8.0"
 groups = ["main"]
 markers = "extra == \"hf\""
 files = [
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 [package.dependencies]
 filelock = "*"
 fsspec = ">=2023.5.0"
-hf-xet = {version = ">=1.1.3,<2.0.0", markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""}
+hf-xet = {version = ">=1.1.2,<2.0.0", markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""}
 packaging = ">=20.9"
 pyyaml = ">=5.1"
 requests = "*"
@@ -2195,16 +2127,16 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
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@@ -2463,14 +2395,14 @@ files = [
 
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-version = "4.25.0"
+version = "4.24.0"
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 groups = ["main", "dev"]
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@@ -2482,7 +2414,7 @@ rpds-py = ">=0.7.1"
 
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 [[package]]
 name = "jsonschema-path"
@@ -2960,153 +2892,113 @@ typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
 
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 python-versions = ">=3.9"
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 [package.extras]
-benchmark = ["pymmh3 (==0.0.5)", "pyperf (==2.9.0)", "xxhash (==3.5.0)"]
-docs = ["myst-parser (==4.0.1)", "shibuya (==2025.7.24)", "sphinx (==8.2.3)", "sphinx-copybutton (==0.5.2)"]
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-plot = ["matplotlib (==3.10.3)", "pandas (==2.3.1)"]
-test = ["pytest (==8.4.1)", "pytest-sugar (==1.0.0)"]
-type = ["mypy (==1.17.0)"]
+benchmark = ["pymmh3 (==0.0.5)", "pyperf (==2.8.1)", "xxhash (==3.5.0)"]
+docs = ["myst-parser (==4.0.0)", "shibuya (==2024.12.21)", "sphinx (==8.1.3)", "sphinx-copybutton (==0.5.2)"]
+lint = ["black (==24.10.0)", "clang-format (==19.1.7)", "isort (==5.13.2)", "pylint (==3.3.3)"]
+plot = ["matplotlib (==3.10.0)", "pandas (==2.2.3)"]
+test = ["pytest (==8.3.4)", "pytest-sugar (==1.0.0)"]
+type = ["mypy (==1.14.1)"]
 
 [[package]]
 name = "moto"
-version = "5.1.9"
+version = "5.1.8"
 description = "A library that allows you to easily mock out tests based on AWS infrastructure"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -3177,24 +3069,24 @@ tests = ["pytest (>=4.6)"]
 
 [[package]]
 name = "msal"
-version = "1.33.0"
+version = "1.32.3"
 description = "The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect."
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"adlfs\""
 files = [
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+    {file = "msal-1.32.3.tar.gz", hash = "sha256:5eea038689c78a5a70ca8ecbe1245458b55a857bd096efb6989c69ba15985d35"},
 ]
 
 [package.dependencies]
-cryptography = ">=2.5,<48"
+cryptography = ">=2.5,<47"
 PyJWT = {version = ">=1.0.0,<3", extras = ["crypto"]}
 requests = ">=2.0.0,<3"
 
 [package.extras]
-broker = ["pymsalruntime (>=0.14,<0.19) ; python_version >= \"3.6\" and platform_system == \"Windows\"", "pymsalruntime (>=0.17,<0.19) ; python_version >= \"3.8\" and platform_system == \"Darwin\"", "pymsalruntime (>=0.18,<0.19) ; python_version >= \"3.8\" and platform_system == \"Linux\""]
+broker = ["pymsalruntime (>=0.14,<0.18) ; python_version >= \"3.6\" and platform_system == \"Windows\"", "pymsalruntime (>=0.17,<0.18) ; python_version >= \"3.8\" and platform_system == \"Darwin\""]
 
 [[package]]
 name = "msal-extensions"
@@ -3426,14 +3318,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-glue"
-version = "1.39.12"
-description = "Type annotations for boto3 Glue 1.39.12 service generated with mypy-boto3-builder 8.11.0"
+version = "1.39.7"
+description = "Type annotations for boto3 Glue 1.39.7 service generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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+    {file = "mypy_boto3_glue-1.39.7-py3-none-any.whl", hash = "sha256:a2edf7064ea1b63678112b1466270ee4e23bc533650144026c10a3c4cd6161f1"},
+    {file = "mypy_boto3_glue-1.39.7.tar.gz", hash = "sha256:fc156e874a1c416a5671d971156e8d221a75a50e61369fc98a38bd1cca060fb5"},
 ]
 
 [package.dependencies]
@@ -4385,7 +4277,7 @@ description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"gcsfs\""
+markers = "extra == \"gcp-auth\" or extra == \"gcsfs\""
 files = [
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     {file = "pyasn1-0.6.1.tar.gz", hash = "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034"},
@@ -4398,7 +4290,7 @@ description = "A collection of ASN.1-based protocols modules"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"gcsfs\""
+markers = "extra == \"gcp-auth\" or extra == \"gcsfs\""
 files = [
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@@ -4610,14 +4502,14 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
 [[package]]
 name = "pymdown-extensions"
-version = "10.16.1"
+version = "10.16"
 description = "Extension pack for Python Markdown."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "pymdown_extensions-10.16.1-py3-none-any.whl", hash = "sha256:d6ba157a6c03146a7fb122b2b9a121300056384eafeec9c9f9e584adfdb2a32d"},
-    {file = "pymdown_extensions-10.16.1.tar.gz", hash = "sha256:aace82bcccba3efc03e25d584e6a22d27a8e17caa3f4dd9f207e49b787aa9a91"},
+    {file = "pymdown_extensions-10.16-py3-none-any.whl", hash = "sha256:f5dd064a4db588cb2d95229fc4ee63a1b16cc8b4d0e6145c0899ed8723da1df2"},
+    {file = "pymdown_extensions-10.16.tar.gz", hash = "sha256:71dac4fca63fabeffd3eb9038b756161a33ec6e8d230853d3cecf562155ab3de"},
 ]
 
 [package.dependencies]
@@ -5080,99 +4972,106 @@ typing-extensions = {version = ">=4.4.0", markers = "python_version < \"3.13\""}
 
 [[package]]
 name = "regex"
-version = "2025.7.31"
+version = "2024.11.6"
 description = "Alternative regular expression module, to replace re."
 optional = false
-python-versions = ">=3.9"
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@@ -5287,19 +5186,20 @@ six = "*"
 
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 optional = false
 python-versions = ">=3.8.0"
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 [package.dependencies]
 markdown-it-py = ">=2.2.0"
 pygments = ">=2.13.0,<3.0.0"
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 [package.extras]
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@@ -5483,7 +5383,7 @@ description = "Pure-Python RSA implementation"
 optional = true
 python-versions = "<4,>=3.6"
 groups = ["main"]
-markers = "extra == \"gcsfs\""
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 [[package]]
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+version = "2025.5.1"
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 python-versions = ">=3.9"
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-fsspec = "2025.7.0"
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 [package.extras]
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@@ -5516,14 +5416,14 @@ boto3 = ["aiobotocore[boto3] (>=2.5.4,<3.0.0)"]
 
 [[package]]
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-version = "0.13.1"
+version = "0.13.0"
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 optional = false
 python-versions = ">=3.9"
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@@ -5804,70 +5704,70 @@ test = ["pytest"]
 
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+    {file = "sqlalchemy-2.0.41-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:ff8e80c4c4932c10493ff97028decfdb622de69cae87e0f127a7ebe32b4069c6"},
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+    {file = "sqlalchemy-2.0.41-cp38-cp38-win_amd64.whl", hash = "sha256:81eedafa609917040d39aa9332e25881a8e7a0862495fcdf2023a9667209deda"},
+    {file = "sqlalchemy-2.0.41-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9a420a91913092d1e20c86a2f5f1fc85c1a8924dbcaf5e0586df8aceb09c9cc2"},
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+    {file = "sqlalchemy-2.0.41-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:087b6b52de812741c27231b5a3586384d60c353fbd0e2f81405a814b5591dc8b"},
+    {file = "sqlalchemy-2.0.41-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:34ea30ab3ec98355235972dadc497bb659cc75f8292b760394824fab9cf39826"},
+    {file = "sqlalchemy-2.0.41-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:8280856dd7c6a68ab3a164b4a4b1c51f7691f6d04af4d4ca23d6ecf2261b7923"},
+    {file = "sqlalchemy-2.0.41-cp39-cp39-win32.whl", hash = "sha256:b50eab9994d64f4a823ff99a0ed28a6903224ddbe7fef56a6dd865eec9243440"},
+    {file = "sqlalchemy-2.0.41-cp39-cp39-win_amd64.whl", hash = "sha256:5e22575d169529ac3e0a120cf050ec9daa94b6a9597993d1702884f6954a7d71"},
+    {file = "sqlalchemy-2.0.41-py3-none-any.whl", hash = "sha256:57df5dc6fdb5ed1a88a1ed2195fd31927e705cad62dedd86b46972752a80f576"},
+    {file = "sqlalchemy-2.0.41.tar.gz", hash = "sha256:edba70118c4be3c2b1f90754d308d0b79c6fe2c0fdc52d8ddf603916f83f4db9"},
 ]
 
 [package.dependencies]
@@ -6129,14 +6029,14 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.32.0"
+version = "20.31.2"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "virtualenv-20.32.0-py3-none-any.whl", hash = "sha256:2c310aecb62e5aa1b06103ed7c2977b81e042695de2697d01017ff0f1034af56"},
-    {file = "virtualenv-20.32.0.tar.gz", hash = "sha256:886bf75cadfdc964674e6e33eb74d787dff31ca314ceace03ca5810620f4ecf0"},
+    {file = "virtualenv-20.31.2-py3-none-any.whl", hash = "sha256:36efd0d9650ee985f0cad72065001e66d49a6f24eb44d98980f630686243cf11"},
+    {file = "virtualenv-20.31.2.tar.gz", hash = "sha256:e10c0a9d02835e592521be48b332b6caee6887f332c111aa79a09b9e79efc2af"},
 ]
 
 [package.dependencies]
@@ -6573,6 +6473,7 @@ daft = ["daft"]
 datafusion = ["datafusion"]
 duckdb = ["duckdb", "pyarrow"]
 dynamodb = ["boto3"]
+gcp-auth = ["google-auth"]
 gcsfs = ["gcsfs"]
 glue = ["boto3"]
 hf = ["huggingface-hub"]
@@ -6593,4 +6494,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "b94a0776a3b55a9609865a61ec239d498afe3d1aaa73c399d67561ae51a3e2c0"
+content-hash = "60b1fdc79b1c16c14fbff69e7a307d8248ed97249cc3b3938964556cd565d937"
diff --git a/pyiceberg/catalog/rest/auth.py b/pyiceberg/catalog/rest/auth.py
index c0a0267f54..ab547d8d55 100644
--- a/pyiceberg/catalog/rest/auth.py
+++ b/pyiceberg/catalog/rest/auth.py
@@ -17,8 +17,9 @@
 
 import base64
 import importlib
+import logging
 from abc import ABC, abstractmethod
-from typing import Any, Dict, Optional, Type
+from typing import Any, Dict, List, Optional, Type
 
 from requests import HTTPError, PreparedRequest, Session
 from requests.auth import AuthBase
@@ -27,6 +28,7 @@
 from pyiceberg.exceptions import OAuthError
 
 COLON = ":"
+logger = logging.getLogger(__name__)
 
 
 class AuthManager(ABC):
@@ -119,6 +121,35 @@ def auth_header(self) -> str:
         return f"Bearer {self._token}"
 
 
+class GoogleAuthManager(AuthManager):
+    """An auth manager that is responsible for handling Google credentials."""
+
+    def __init__(self, credentials_path: Optional[str] = None, scopes: Optional[List[str]] = None):
+        """
+        Initialize GoogleAuthManager.
+
+        Args:
+            credentials_path: Optional path to Google credentials JSON file.
+            scopes: Optional list of OAuth2 scopes.
+        """
+        try:
+            import google.auth
+            import google.auth.transport.requests
+        except ImportError as e:
+            raise ImportError("Google Auth libraries not found. Please install 'google-auth'.") from e
+
+        if credentials_path:
+            self.credentials, _ = google.auth.load_credentials_from_file(credentials_path, scopes=scopes)
+        else:
+            logger.info("Using Google Default Application Credentials")
+            self.credentials, _ = google.auth.default(scopes=scopes)
+        self._auth_request = google.auth.transport.requests.Request()
+
+    def auth_header(self) -> str:
+        self.credentials.refresh(self._auth_request)
+        return f"Bearer {self.credentials.token}"
+
+
 class AuthManagerAdapter(AuthBase):
     """A `requests.auth.AuthBase` adapter that integrates an `AuthManager` into a `requests.Session` to automatically attach the appropriate Authorization header to every request.
 
@@ -197,3 +228,4 @@ def create(cls, class_or_name: str, config: Dict[str, Any]) -> AuthManager:
 AuthManagerFactory.register("noop", NoopAuthManager)
 AuthManagerFactory.register("basic", BasicAuthManager)
 AuthManagerFactory.register("legacyoauth2", LegacyOAuth2AuthManager)
+AuthManagerFactory.register("google", GoogleAuthManager)
diff --git a/pyproject.toml b/pyproject.toml
index da43b4217b..d972718757 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -63,6 +63,7 @@ zstandard = ">=0.13.0,<1.0.0"
 tenacity = ">=8.2.3,<10.0.0"
 pyroaring = ">=1.0.0,<2.0.0"
 pyarrow = { version = ">=17.0.0", optional = true }
+google-auth = { version = ">=2.4.0", optional = true }
 pandas = { version = ">=1.0.0,<3.0.0", optional = true }
 duckdb = { version = ">=0.5.0,<2.0.0", optional = true }
 ray = [
@@ -127,6 +128,10 @@ ignore_missing_imports = true
 module = "pyarrow.*"
 ignore_missing_imports = true
 
+[[tool.mypy.overrides]]
+module = "google.*"
+ignore_missing_imports = true
+
 [[tool.mypy.overrides]]
 module = "pandas.*"
 ignore_missing_imports = true
@@ -317,6 +322,7 @@ rest-sigv4 = ["boto3"]
 hf = ["huggingface-hub"]
 pyiceberg-core = ["pyiceberg-core"]
 datafusion = ["datafusion"]
+gcp-auth = ["google-auth"]
 
 [tool.pytest.ini_options]
 testpaths = ["tests"]
diff --git a/tests/catalog/test_rest.py b/tests/catalog/test_rest.py
index f60231ac30..dcabd0a2ea 100644
--- a/tests/catalog/test_rest.py
+++ b/tests/catalog/test_rest.py
@@ -1748,3 +1748,42 @@ def test_drop_view_204(rest_mock: Mocker) -> None:
         request_headers=TEST_HEADERS,
     )
     RestCatalog("rest", uri=TEST_URI, token=TEST_TOKEN).drop_view(("some_namespace", "some_view"))
+
+
+@mock.patch("google.auth.transport.requests.Request")
+@mock.patch("google.auth.load_credentials_from_file")
+def test_rest_catalog_with_google_credentials_path(
+    mock_load_creds: mock.MagicMock, mock_google_request: mock.MagicMock, rest_mock: Mocker
+) -> None:
+    mock_credentials = mock.MagicMock()
+    mock_credentials.token = "file_token"
+    mock_load_creds.return_value = (mock_credentials, "test_project_file")
+
+    # Given
+    rest_mock.get(
+        f"{TEST_URI}v1/config",
+        json={"defaults": {}, "overrides": {}},
+        status_code=200,
+    )
+    # Given
+    catalog_properties = {
+        "uri": TEST_URI,
+        "auth": {
+            "type": "google",
+            "google": {
+                "credentials_path": "/fake/path.json",
+            },
+        },
+    }
+    catalog = RestCatalog("rest", **catalog_properties)  # type: ignore
+    assert catalog.uri == TEST_URI
+
+    expected_auth_header = "Bearer file_token"
+    assert rest_mock.last_request.headers["Authorization"] == expected_auth_header
+
+    mock_load_creds.assert_called_with("/fake/path.json", scopes=None)
+    mock_credentials.refresh.assert_called_once_with(mock_google_request.return_value)
+    history = rest_mock.request_history
+    assert len(history) == 1
+    actual_headers = history[0].headers
+    assert actual_headers["Authorization"] == expected_auth_header
diff --git a/tests/catalog/test_rest_auth.py b/tests/catalog/test_rest_auth.py
index 3d3d4a807d..2ef02ed005 100644
--- a/tests/catalog/test_rest_auth.py
+++ b/tests/catalog/test_rest_auth.py
@@ -16,14 +16,16 @@
 #  under the License.
 
 import base64
+from unittest.mock import MagicMock, patch
 
 import pytest
 import requests
 from requests_mock import Mocker
 
-from pyiceberg.catalog.rest.auth import AuthManagerAdapter, BasicAuthManager, NoopAuthManager
+from pyiceberg.catalog.rest.auth import AuthManagerAdapter, BasicAuthManager, GoogleAuthManager, NoopAuthManager
 
 TEST_URI = "https://iceberg-test-catalog/"
+GOOGLE_CREDS_URI = "https://oauth2.googleapis.com/token"
 
 
 @pytest.fixture
@@ -36,6 +38,17 @@ def rest_mock(requests_mock: Mocker) -> Mocker:
     return requests_mock
 
 
+@pytest.fixture
+def google_mock(requests_mock: Mocker) -> Mocker:
+    requests_mock.post(GOOGLE_CREDS_URI, json={"access_token": "aaaabbb"}, status_code=200)
+    requests_mock.get(
+        TEST_URI,
+        json={},
+        status_code=200,
+    )
+    return requests_mock
+
+
 def test_noop_auth_header(rest_mock: Mocker) -> None:
     auth_manager = NoopAuthManager()
     session = requests.Session()
@@ -63,3 +76,80 @@ def test_basic_auth_header(rest_mock: Mocker) -> None:
     assert len(history) == 1
     actual_headers = history[0].headers
     assert actual_headers["Authorization"] == expected_header
+
+
+@patch("google.auth.transport.requests.Request")
+@patch("google.auth.default")
+def test_google_auth_manager_default_credentials(
+    mock_google_auth_default: MagicMock, mock_google_request: MagicMock, rest_mock: Mocker
+) -> None:
+    """Test GoogleAuthManager with default application credentials."""
+    mock_credentials = MagicMock()
+    mock_credentials.token = "test_token"
+    mock_google_auth_default.return_value = (mock_credentials, "test_project")
+
+    auth_manager = GoogleAuthManager()
+    session = requests.Session()
+    session.auth = AuthManagerAdapter(auth_manager)
+    session.get(TEST_URI)
+
+    mock_google_auth_default.assert_called_once_with(scopes=None)
+    mock_credentials.refresh.assert_called_once_with(mock_google_request.return_value)
+    history = rest_mock.request_history
+    assert len(history) == 1
+    actual_headers = history[0].headers
+    assert actual_headers["Authorization"] == "Bearer test_token"
+
+
+@patch("google.auth.transport.requests.Request")
+@patch("google.auth.load_credentials_from_file")
+def test_google_auth_manager_with_credentials_file(
+    mock_load_creds: MagicMock, mock_google_request: MagicMock, rest_mock: Mocker
+) -> None:
+    """Test GoogleAuthManager with a credentials file path."""
+    mock_credentials = MagicMock()
+    mock_credentials.token = "file_token"
+    mock_load_creds.return_value = (mock_credentials, "test_project_file")
+
+    auth_manager = GoogleAuthManager(credentials_path="/fake/path.json")
+    session = requests.Session()
+    session.auth = AuthManagerAdapter(auth_manager)
+    session.get(TEST_URI)
+
+    mock_load_creds.assert_called_once_with("/fake/path.json", scopes=None)
+    mock_credentials.refresh.assert_called_once_with(mock_google_request.return_value)
+    history = rest_mock.request_history
+    assert len(history) == 1
+    actual_headers = history[0].headers
+    assert actual_headers["Authorization"] == "Bearer file_token"
+
+
+@patch("google.auth.transport.requests.Request")
+@patch("google.auth.load_credentials_from_file")
+def test_google_auth_manager_with_credentials_file_and_scopes(
+    mock_load_creds: MagicMock, mock_google_request: MagicMock, rest_mock: Mocker
+) -> None:
+    """Test GoogleAuthManager with a credentials file path and scopes."""
+    mock_credentials = MagicMock()
+    mock_credentials.token = "scoped_token"
+    mock_load_creds.return_value = (mock_credentials, "test_project_scoped")
+    scopes = ["https://www.googleapis.com/auth/bigquery"]
+
+    auth_manager = GoogleAuthManager(credentials_path="/fake/path.json", scopes=scopes)
+    session = requests.Session()
+    session.auth = AuthManagerAdapter(auth_manager)
+    session.get(TEST_URI)
+
+    mock_load_creds.assert_called_once_with("/fake/path.json", scopes=scopes)
+    mock_credentials.refresh.assert_called_once_with(mock_google_request.return_value)
+    history = rest_mock.request_history
+    assert len(history) == 1
+    actual_headers = history[0].headers
+    assert actual_headers["Authorization"] == "Bearer scoped_token"
+
+
+def test_google_auth_manager_import_error() -> None:
+    """Test GoogleAuthManager raises ImportError if google-auth is not installed."""
+    with patch.dict("sys.modules", {"google.auth": None, "google.auth.transport.requests": None}):
+        with pytest.raises(ImportError, match="Google Auth libraries not found. Please install 'google-auth'."):
+            GoogleAuthManager()

From 23ad964d9911a492cb5caa3b6e47c7bb20f275dd Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 5 Aug 2025 07:09:37 +0200
Subject: [PATCH 311/357] Build: Bump deptry from 0.23.0 to 0.23.1 (#2273)

---
 poetry.lock | 86 ++++++++++++++++++++++++++---------------------------
 1 file changed, 43 insertions(+), 43 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 22e8e8a1aa..600abf4d47 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -59,7 +59,7 @@ description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -72,7 +72,7 @@ description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
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@@ -202,7 +202,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\")"
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
 files = [
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     {file = "aiosignal-1.4.0.tar.gz", hash = "sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7"},
@@ -269,7 +269,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version <= \"3.10\""
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and python_version <= \"3.10\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
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@@ -286,7 +286,7 @@ files = [
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     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
-markers = {main = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\")"}
+markers = {main = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"}
 
 [package.extras]
 benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
@@ -545,7 +545,7 @@ files = [
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 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.38.46,<1.39.0"
@@ -566,7 +566,7 @@ files = [
     {file = "botocore-1.38.46-py3-none-any.whl", hash = "sha256:89ca782ffbf2e8769ca9c89234cfa5ca577f1987d07d913ee3c68c4776b1eb5b"},
     {file = "botocore-1.38.46.tar.gz", hash = "sha256:8798e5a418c27cf93195b077153644aea44cb171fcd56edc1ecebaa1e49e226e"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -1299,28 +1299,28 @@ files = [
 
 [[package]]
 name = "deptry"
-version = "0.23.0"
+version = "0.23.1"
 description = "A command line utility to check for unused, missing and transitive dependencies in a Python project."
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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-    {file = "deptry-0.23.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:04afae204654542406318fd3dd6f4a6697579597f37195437daf84a53ee0ebbf"},
-    {file = "deptry-0.23.0.tar.gz", hash = "sha256:4915a3590ccf38ad7a9176aee376745aa9de121f50f8da8fb9ccec87fa93e676"},
+    {file = "deptry-0.23.1-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:f0b231d098fb5b48d8973c9f192c353ffdd395770063424969fa7f15ddfea7d8"},
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+    {file = "deptry-0.23.1-cp39-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:651c7eb168233755152fcc468713c024d64a03069645187edb4a17ba61ce6133"},
+    {file = "deptry-0.23.1-cp39-abi3-win_amd64.whl", hash = "sha256:8da1e8f70e7086ebc228f3a4a3cfb5aa127b09b5eef60d694503d6bb79809025"},
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+    {file = "deptry-0.23.1-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:6af91d86380ef703adb6ae65f273d88e3cca7fd315c4c309da857a0cfa728244"},
+    {file = "deptry-0.23.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:42a249d317c3128c286035a1f7aaa41a0c3c967f17848817c2e07ca50d5ed450"},
+    {file = "deptry-0.23.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d988c7c75201997970bae1e8d564b4c7a14d350556c4f7c269fd33f3b081c314"},
+    {file = "deptry-0.23.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ae13d8e65ae88b77632c45edb4038301a6f9efcac06715abfde9a029e5879698"},
+    {file = "deptry-0.23.1-pp310-pypy310_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:40058a7a3fe9dacb745668897ee992e58daf5aac406b668ff2eaaf0f6f586550"},
+    {file = "deptry-0.23.1-pp310-pypy310_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:d111cf4261eeadbdb20051d8d542f04deb3cfced0cb280ece8d654f7f6055921"},
+    {file = "deptry-0.23.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:9f9bbb92f95ada9ccfa5ecefee05ba3c39cfa0734b5483a3a1a3c4eeb9c99054"},
+    {file = "deptry-0.23.1.tar.gz", hash = "sha256:5d23e0ef25f3c56405c05383a476edda55944563c5c47a3e9249ed3ec860d382"},
 ]
 
 [package.dependencies]
@@ -1328,7 +1328,7 @@ click = ">=8.0.0,<9"
 colorama = {version = ">=0.4.6", markers = "sys_platform == \"win32\""}
 packaging = ">=23.2"
 requirements-parser = ">=0.11.0,<1"
-tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
+tomli = {version = ">=2.0.1", markers = "python_full_version < \"3.11.0\""}
 
 [[package]]
 name = "distlib"
@@ -1526,7 +1526,7 @@ files = [
     {file = "filelock-3.18.0-py3-none-any.whl", hash = "sha256:c401f4f8377c4464e6db25fff06205fd89bdd83b65eb0488ed1b160f780e21de"},
     {file = "filelock-3.18.0.tar.gz", hash = "sha256:adbc88eabb99d2fec8c9c1b229b171f18afa655400173ddc653d5d01501fb9f2"},
 ]
-markers = {main = "python_version == \"3.9\" and (extra == \"ray\" or extra == \"hf\") or extra == \"hf\" or extra == \"ray\""}
+markers = {main = "extra == \"ray\" or extra == \"hf\""}
 
 [package.extras]
 docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
@@ -1581,7 +1581,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version == \"3.9\" and extra == \"ray\" or (extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\") and python_version < \"3.10\" or python_version >= \"3.10\" and (extra == \"ray\" or extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\")"
+markers = "(extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\") and (extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\" or extra == \"ray\")"
 files = [
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cc4df77d638aa2ed703b878dd093725b72a824c3c546c076e8fdf276f78ee84a"},
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:716a9973a2cc963160394f701964fe25012600f3d311f60c790400b00e568b61"},
@@ -2330,7 +2330,7 @@ files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 
 [[package]]
 name = "joserfc"
@@ -3184,7 +3184,7 @@ description = "multidict implementation"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "multidict-6.6.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a2be5b7b35271f7fff1397204ba6708365e3d773579fe2a30625e16c4b4ce817"},
     {file = "multidict-6.6.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:12f4581d2930840295c461764b9a65732ec01250b46c6b2c510d7ee68872b140"},
@@ -3501,7 +3501,7 @@ description = "Fundamental package for array computing in Python"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version < \"3.10\" and (extra == \"pandas\" or extra == \"ray\" or extra == \"bodo\")"
+markers = "python_version < \"3.10\" and (extra == \"bodo\" or extra == \"pandas\" or extra == \"ray\")"
 files = [
     {file = "numpy-2.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:51129a29dbe56f9ca83438b706e2e69a39892b5eda6cedcb6b0c9fdc9b0d3ece"},
     {file = "numpy-2.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f15975dfec0cf2239224d80e32c3170b1d168335eaedee69da84fbe9f1f9cd04"},
@@ -3557,7 +3557,7 @@ description = "Fundamental package for array computing in Python"
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "python_version >= \"3.10\" and (extra == \"pandas\" or extra == \"ray\" or extra == \"bodo\")"
+markers = "python_version >= \"3.10\" and (extra == \"bodo\" or extra == \"pandas\" or extra == \"ray\")"
 files = [
     {file = "numpy-2.2.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b412caa66f72040e6d268491a59f2c43bf03eb6c96dd8f0307829feb7fa2b6fb"},
     {file = "numpy-2.2.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8e41fd67c52b86603a91c1a505ebaef50b3314de0213461c7a6e99c9a3beff90"},
@@ -3680,7 +3680,7 @@ files = [
     {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
     {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
 ]
-markers = {main = "python_version == \"3.9\" and (extra == \"ray\" or extra == \"hf\") or extra == \"hf\" or extra == \"ray\""}
+markers = {main = "extra == \"ray\" or extra == \"hf\""}
 
 [[package]]
 name = "paginate"
@@ -3705,7 +3705,7 @@ description = "Powerful data structures for data analysis, time series, and stat
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"pandas\" or extra == \"ray\" or extra == \"bodo\""
+markers = "extra == \"bodo\" or extra == \"pandas\" or extra == \"ray\""
 files = [
     {file = "pandas-2.3.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:22c2e866f7209ebc3a8f08d75766566aae02bcc91d196935a1d9e59c7b990ac9"},
     {file = "pandas-2.3.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:3583d348546201aff730c8c47e49bc159833f971c2899d6097bce68b9112a4f1"},
@@ -3754,8 +3754,8 @@ files = [
 [package.dependencies]
 numpy = [
     {version = ">=1.22.4", markers = "python_version < \"3.11\""},
-    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
     {version = ">=1.23.2", markers = "python_version == \"3.11\""},
+    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -3926,7 +3926,7 @@ description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:22d9962a358aedbb7a2e36187ff273adeaab9743373a272976d2e348d08c7770"},
     {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0d0fda578d1dc3f77b6b5a5dce3b9ad69a8250a891760a548df850a5e8da87f3"},
@@ -4054,7 +4054,7 @@ description = ""
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version == \"3.9\" and (extra == \"ray\" or extra == \"gcsfs\") or extra == \"gcsfs\" or extra == \"ray\""
+markers = "extra == \"ray\" or extra == \"gcsfs\""
 files = [
     {file = "protobuf-6.31.1-cp310-abi3-win32.whl", hash = "sha256:7fa17d5a29c2e04b7d90e5e32388b8bfd0e7107cd8e616feef7ed3fa6bdab5c9"},
     {file = "protobuf-6.31.1-cp310-abi3-win_amd64.whl", hash = "sha256:426f59d2964864a1a366254fa703b8632dcec0790d8862d30034d8245e1cd447"},
@@ -4221,7 +4221,7 @@ description = "Python library for Apache Arrow"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"pyarrow\" or extra == \"pandas\" or extra == \"duckdb\" or extra == \"ray\" or extra == \"bodo\" or extra == \"daft\" or extra == \"datafusion\""
+markers = "extra == \"bodo\" or extra == \"daft\" or extra == \"datafusion\" or extra == \"duckdb\" or extra == \"pandas\" or extra == \"pyarrow\" or extra == \"ray\""
 files = [
     {file = "pyarrow-19.0.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:fc28912a2dc924dddc2087679cc8b7263accc71b9ff025a1362b004711661a69"},
     {file = "pyarrow-19.0.1-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:fca15aabbe9b8355800d923cc2e82c8ef514af321e18b437c3d782aa884eaeec"},
@@ -4775,7 +4775,7 @@ description = "World timezone definitions, modern and historical"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"pandas\" or extra == \"ray\" or extra == \"bodo\""
+markers = "extra == \"bodo\" or extra == \"pandas\" or extra == \"ray\""
 files = [
     {file = "pytz-2025.2-py2.py3-none-any.whl", hash = "sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00"},
     {file = "pytz-2025.2.tar.gz", hash = "sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3"},
@@ -4874,7 +4874,7 @@ files = [
     {file = "PyYAML-6.0.2-cp39-cp39-win_amd64.whl", hash = "sha256:39693e1f8320ae4f43943590b49779ffb98acb81f788220ea932a6b6c51004d8"},
     {file = "pyyaml-6.0.2.tar.gz", hash = "sha256:d584d9ec91ad65861cc08d42e834324ef890a082e591037abe114850ff7bbc3e"},
 ]
-markers = {main = "python_version == \"3.9\" and (extra == \"ray\" or extra == \"hf\") or extra == \"hf\" or extra == \"ray\""}
+markers = {main = "extra == \"ray\" or extra == \"hf\""}
 
 [[package]]
 name = "pyyaml-env-tag"
@@ -5425,7 +5425,7 @@ files = [
     {file = "s3transfer-0.13.0-py3-none-any.whl", hash = "sha256:0148ef34d6dd964d0d8cf4311b2b21c474693e57c2e069ec708ce043d2b527be"},
     {file = "s3transfer-0.13.0.tar.gz", hash = "sha256:f5e6db74eb7776a37208001113ea7aa97695368242b364d73e91c981ac522177"},
 ]
-markers = {main = "extra == \"glue\" or extra == \"dynamodb\" or extra == \"rest-sigv4\""}
+markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
 botocore = ">=1.37.4,<2.0a.0"
@@ -5933,7 +5933,7 @@ description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"hf\" or extra == \"daft\""
+markers = "extra == \"daft\" or extra == \"hf\""
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -5984,7 +5984,7 @@ description = "Provider of IANA time zone data"
 optional = true
 python-versions = ">=2"
 groups = ["main"]
-markers = "extra == \"pandas\" or extra == \"ray\" or extra == \"bodo\""
+markers = "extra == \"bodo\" or extra == \"pandas\" or extra == \"ray\""
 files = [
     {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"},
     {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
@@ -6218,7 +6218,7 @@ description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"s3fs\" or extra == \"adlfs\" or extra == \"gcsfs\""
+markers = "extra == \"adlfs\" or extra == \"gcsfs\" or extra == \"s3fs\""
 files = [
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6032e6da6abd41e4acda34d75a816012717000fa6839f37124a47fcefc49bec4"},
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2c7b34d804b8cf9b214f05015c4fee2ebe7ed05cf581e7192c06555c71f4446a"},

From d00a848a1831e7a8a5514802ac97dc68e0dc89e9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 5 Aug 2025 07:41:07 +0200
Subject: [PATCH 312/357] Build: Bump mypy-boto3-glue from 1.39.12 to 1.40.0
 (#2274)

---
 poetry.lock | 18 +++++++++---------
 1 file changed, 9 insertions(+), 9 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 600abf4d47..0f737acf84 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand.
 
 [[package]]
 name = "adlfs"
@@ -1809,7 +1809,7 @@ description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"gcp-auth\" or extra == \"gcsfs\""
+markers = "extra == \"gcsfs\" or extra == \"gcp-auth\""
 files = [
     {file = "google_auth-2.40.3-py2.py3-none-any.whl", hash = "sha256:1370d4593e86213563547f97a92752fc658456fe4514c809544f330fed45a7ca"},
     {file = "google_auth-2.40.3.tar.gz", hash = "sha256:500c3a29adedeb36ea9cf24b8d10858e152f2412e3ca37829b3fa18e33d63b77"},
@@ -3318,14 +3318,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-glue"
-version = "1.39.7"
-description = "Type annotations for boto3 Glue 1.39.7 service generated with mypy-boto3-builder 8.11.0"
+version = "1.40.0"
+description = "Type annotations for boto3 Glue 1.40.0 service generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "mypy_boto3_glue-1.39.7-py3-none-any.whl", hash = "sha256:a2edf7064ea1b63678112b1466270ee4e23bc533650144026c10a3c4cd6161f1"},
-    {file = "mypy_boto3_glue-1.39.7.tar.gz", hash = "sha256:fc156e874a1c416a5671d971156e8d221a75a50e61369fc98a38bd1cca060fb5"},
+    {file = "mypy_boto3_glue-1.40.0-py3-none-any.whl", hash = "sha256:3593881c548f1ca2de887201c2f9ca7502b471014c4678c351de14803e74b6d2"},
+    {file = "mypy_boto3_glue-1.40.0.tar.gz", hash = "sha256:9ab3fbced2f73e5e3fa49940b67f9eab64c4157f64591053ec6b0ad2824a0ee9"},
 ]
 
 [package.dependencies]
@@ -4277,7 +4277,7 @@ description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"gcp-auth\" or extra == \"gcsfs\""
+markers = "extra == \"gcsfs\" or extra == \"gcp-auth\""
 files = [
     {file = "pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629"},
     {file = "pyasn1-0.6.1.tar.gz", hash = "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034"},
@@ -4290,7 +4290,7 @@ description = "A collection of ASN.1-based protocols modules"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"gcp-auth\" or extra == \"gcsfs\""
+markers = "extra == \"gcsfs\" or extra == \"gcp-auth\""
 files = [
     {file = "pyasn1_modules-0.4.2-py3-none-any.whl", hash = "sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a"},
     {file = "pyasn1_modules-0.4.2.tar.gz", hash = "sha256:677091de870a80aae844b1ca6134f54652fa2c8c5a52aa396440ac3106e941e6"},
@@ -5383,7 +5383,7 @@ description = "Pure-Python RSA implementation"
 optional = true
 python-versions = "<4,>=3.6"
 groups = ["main"]
-markers = "extra == \"gcp-auth\" or extra == \"gcsfs\""
+markers = "extra == \"gcsfs\" or extra == \"gcp-auth\""
 files = [
     {file = "rsa-4.9.1-py3-none-any.whl", hash = "sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762"},
     {file = "rsa-4.9.1.tar.gz", hash = "sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75"},

From b6b16d950e67324ed8f9d7051f6d79fc8ae78dd4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 5 Aug 2025 09:19:11 +0200
Subject: [PATCH 313/357] Build: Bump coverage from 7.10.1 to 7.10.2 (#2276)

---
 poetry.lock | 157 +++++++++++++++++++++++++++++-----------------------
 1 file changed, 89 insertions(+), 68 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 0f737acf84..a279b9a185 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -895,79 +895,100 @@ markers = {main = "platform_system == \"Windows\"", dev = "platform_system == \"
 
 [[package]]
 name = "coverage"
-version = "7.9.2"
+version = "7.10.2"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]

From e8756250e0816639ab1e7abb2d4817f5efee12db Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 5 Aug 2025 09:20:56 +0200
Subject: [PATCH 314/357] Build: Bump fastavro from 1.11.1 to 1.12.0 (#2277)

---
 poetry.lock    | 76 +++++++++++++++++++++++++-------------------------
 pyproject.toml |  2 +-
 2 files changed, 39 insertions(+), 39 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index a279b9a185..d15e9d6437 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1486,48 +1486,48 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "fastavro"
-version = "1.11.1"
+version = "1.12.0"
 description = "Fast read/write of AVRO files"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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 ]
 
 [package.extras]
@@ -6515,4 +6515,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "60b1fdc79b1c16c14fbff69e7a307d8248ed97249cc3b3938964556cd565d937"
+content-hash = "f219f936d67009d58b8c913d3864442af2e821b02542a856fed74c0b543ea5c6"
diff --git a/pyproject.toml b/pyproject.toml
index d972718757..6709f2f28f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -93,7 +93,7 @@ pytest = "7.4.4"
 pytest-checkdocs = "2.13.0"
 pytest-lazy-fixture = "0.6.3"
 pre-commit = "4.2.0"
-fastavro = "1.11.1"
+fastavro = "1.12.0"
 coverage = { version = "^7.4.2", extras = ["toml"] }
 requests-mock = "1.12.1"
 moto = { version = "^5.0.2", extras = ["server"] }

From f131c3951c599daf1a0219dd07c0e4bc67b9525b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 5 Aug 2025 09:28:55 +0200
Subject: [PATCH 315/357] Build: Bump docutils from 0.21.2 to 0.22 (#2278)

---
 poetry.lock | 151 ++++++++--------------------------------------------
 1 file changed, 22 insertions(+), 129 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index d15e9d6437..911b160723 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -219,25 +219,11 @@ description = "A light, configurable Sphinx theme"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
-markers = "python_version < \"3.10\""
 files = [
     {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
     {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
 ]
 
-[[package]]
-name = "alabaster"
-version = "1.0.0"
-description = "A light, configurable Sphinx theme"
-optional = false
-python-versions = ">=3.10"
-groups = ["dev"]
-markers = "python_version >= \"3.10\""
-files = [
-    {file = "alabaster-1.0.0-py3-none-any.whl", hash = "sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b"},
-    {file = "alabaster-1.0.0.tar.gz", hash = "sha256:c00dca57bca26fa62a6d7d0a9fcce65f3e026e9bfe33e9c538fd3fbb2144fd9e"},
-]
-
 [[package]]
 name = "annotated-types"
 version = "0.7.0"
@@ -1388,14 +1374,14 @@ websockets = ["websocket-client (>=1.3.0)"]
 
 [[package]]
 name = "docutils"
-version = "0.21.2"
+version = "0.22"
 description = "Docutils -- Python Documentation Utilities"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "docutils-0.21.2-py3-none-any.whl", hash = "sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2"},
-    {file = "docutils-0.21.2.tar.gz", hash = "sha256:3a6b18732edf182daa3cd12775bbb338cf5691468f91eeeb109deff6ebfa986f"},
+    {file = "docutils-0.22-py3-none-any.whl", hash = "sha256:4ed966a0e96a0477d852f7af31bdcb3adc049fbb35ccba358c2ea8a03287615e"},
+    {file = "docutils-0.22.tar.gz", hash = "sha256:ba9d57750e92331ebe7c08a1bbf7a7f8143b86c476acd51528b042216a6aad0f"},
 ]
 
 [[package]]
@@ -5225,23 +5211,6 @@ typing-extensions = {version = ">=4.0.0,<5.0", markers = "python_version < \"3.1
 [package.extras]
 jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
-[[package]]
-name = "roman-numerals-py"
-version = "3.1.0"
-description = "Manipulate well-formed Roman numerals"
-optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
-markers = "python_version >= \"3.11\""
-files = [
-    {file = "roman_numerals_py-3.1.0-py3-none-any.whl", hash = "sha256:9da2ad2fb670bcf24e81070ceb3be72f6c11c440d73bd579fbeca1e9f330954c"},
-    {file = "roman_numerals_py-3.1.0.tar.gz", hash = "sha256:be4bf804f083a4ce001b5eb7e3c0862479d10f94c936f6c4e5f250aa5ff5bd2d"},
-]
-
-[package.extras]
-lint = ["mypy (==1.15.0)", "pyright (==1.1.394)", "ruff (==0.9.7)"]
-test = ["pytest (>=8)"]
-
 [[package]]
 name = "rpds-py"
 version = "0.26.0"
@@ -5513,115 +5482,39 @@ files = [
 
 [[package]]
 name = "sphinx"
-version = "7.4.7"
+version = "3.5.3"
 description = "Python documentation generator"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.5"
 groups = ["dev"]
-markers = "python_version < \"3.10\""
 files = [
-    {file = "sphinx-7.4.7-py3-none-any.whl", hash = "sha256:c2419e2135d11f1951cd994d6eb18a1835bd8fdd8429f9ca375dc1f3281bd239"},
-    {file = "sphinx-7.4.7.tar.gz", hash = "sha256:242f92a7ea7e6c5b406fdc2615413890ba9f699114a9c09192d7dfead2ee9cfe"},
+    {file = "Sphinx-3.5.3-py3-none-any.whl", hash = "sha256:3f01732296465648da43dec8fb40dc451ba79eb3e2cc5c6d79005fd98197107d"},
+    {file = "Sphinx-3.5.3.tar.gz", hash = "sha256:ce9c228456131bab09a3d7d10ae58474de562a6f79abb3dc811ae401cf8c1abc"},
 ]
 
 [package.dependencies]
-alabaster = ">=0.7.14,<0.8.0"
-babel = ">=2.13"
-colorama = {version = ">=0.4.6", markers = "sys_platform == \"win32\""}
-docutils = ">=0.20,<0.22"
-imagesize = ">=1.3"
-importlib-metadata = {version = ">=6.0", markers = "python_version < \"3.10\""}
-Jinja2 = ">=3.1"
-packaging = ">=23.0"
-Pygments = ">=2.17"
-requests = ">=2.30.0"
-snowballstemmer = ">=2.2"
+alabaster = ">=0.7,<0.8"
+babel = ">=1.3"
+colorama = {version = ">=0.3.5", markers = "sys_platform == \"win32\""}
+docutils = ">=0.12"
+imagesize = "*"
+Jinja2 = ">=2.3"
+packaging = "*"
+Pygments = ">=2.0"
+requests = ">=2.5.0"
+setuptools = "*"
+snowballstemmer = ">=1.1"
 sphinxcontrib-applehelp = "*"
 sphinxcontrib-devhelp = "*"
-sphinxcontrib-htmlhelp = ">=2.0.0"
+sphinxcontrib-htmlhelp = "*"
 sphinxcontrib-jsmath = "*"
 sphinxcontrib-qthelp = "*"
-sphinxcontrib-serializinghtml = ">=1.1.9"
-tomli = {version = ">=2", markers = "python_version < \"3.11\""}
-
-[package.extras]
-docs = ["sphinxcontrib-websupport"]
-lint = ["flake8 (>=6.0)", "importlib-metadata (>=6.0)", "mypy (==1.10.1)", "pytest (>=6.0)", "ruff (==0.5.2)", "sphinx-lint (>=0.9)", "tomli (>=2)", "types-docutils (==0.21.0.20240711)", "types-requests (>=2.30.0)"]
-test = ["cython (>=3.0)", "defusedxml (>=0.7.1)", "pytest (>=8.0)", "setuptools (>=70.0)", "typing_extensions (>=4.9)"]
-
-[[package]]
-name = "sphinx"
-version = "8.1.3"
-description = "Python documentation generator"
-optional = false
-python-versions = ">=3.10"
-groups = ["dev"]
-markers = "python_version == \"3.10\""
-files = [
-    {file = "sphinx-8.1.3-py3-none-any.whl", hash = "sha256:09719015511837b76bf6e03e42eb7595ac8c2e41eeb9c29c5b755c6b677992a2"},
-    {file = "sphinx-8.1.3.tar.gz", hash = "sha256:43c1911eecb0d3e161ad78611bc905d1ad0e523e4ddc202a58a821773dc4c927"},
-]
-
-[package.dependencies]
-alabaster = ">=0.7.14"
-babel = ">=2.13"
-colorama = {version = ">=0.4.6", markers = "sys_platform == \"win32\""}
-docutils = ">=0.20,<0.22"
-imagesize = ">=1.3"
-Jinja2 = ">=3.1"
-packaging = ">=23.0"
-Pygments = ">=2.17"
-requests = ">=2.30.0"
-snowballstemmer = ">=2.2"
-sphinxcontrib-applehelp = ">=1.0.7"
-sphinxcontrib-devhelp = ">=1.0.6"
-sphinxcontrib-htmlhelp = ">=2.0.6"
-sphinxcontrib-jsmath = ">=1.0.1"
-sphinxcontrib-qthelp = ">=1.0.6"
-sphinxcontrib-serializinghtml = ">=1.1.9"
-tomli = {version = ">=2", markers = "python_version < \"3.11\""}
-
-[package.extras]
-docs = ["sphinxcontrib-websupport"]
-lint = ["flake8 (>=6.0)", "mypy (==1.11.1)", "pyright (==1.1.384)", "pytest (>=6.0)", "ruff (==0.6.9)", "sphinx-lint (>=0.9)", "tomli (>=2)", "types-Pillow (==10.2.0.20240822)", "types-Pygments (==2.18.0.20240506)", "types-colorama (==0.4.15.20240311)", "types-defusedxml (==0.7.0.20240218)", "types-docutils (==0.21.0.20241005)", "types-requests (==2.32.0.20240914)", "types-urllib3 (==1.26.25.14)"]
-test = ["cython (>=3.0)", "defusedxml (>=0.7.1)", "pytest (>=8.0)", "setuptools (>=70.0)", "typing_extensions (>=4.9)"]
-
-[[package]]
-name = "sphinx"
-version = "8.2.3"
-description = "Python documentation generator"
-optional = false
-python-versions = ">=3.11"
-groups = ["dev"]
-markers = "python_version >= \"3.11\""
-files = [
-    {file = "sphinx-8.2.3-py3-none-any.whl", hash = "sha256:4405915165f13521d875a8c29c8970800a0141c14cc5416a38feca4ea5d9b9c3"},
-    {file = "sphinx-8.2.3.tar.gz", hash = "sha256:398ad29dee7f63a75888314e9424d40f52ce5a6a87ae88e7071e80af296ec348"},
-]
-
-[package.dependencies]
-alabaster = ">=0.7.14"
-babel = ">=2.13"
-colorama = {version = ">=0.4.6", markers = "sys_platform == \"win32\""}
-docutils = ">=0.20,<0.22"
-imagesize = ">=1.3"
-Jinja2 = ">=3.1"
-packaging = ">=23.0"
-Pygments = ">=2.17"
-requests = ">=2.30.0"
-roman-numerals-py = ">=1.0.0"
-snowballstemmer = ">=2.2"
-sphinxcontrib-applehelp = ">=1.0.7"
-sphinxcontrib-devhelp = ">=1.0.6"
-sphinxcontrib-htmlhelp = ">=2.0.6"
-sphinxcontrib-jsmath = ">=1.0.1"
-sphinxcontrib-qthelp = ">=1.0.6"
-sphinxcontrib-serializinghtml = ">=1.1.9"
+sphinxcontrib-serializinghtml = "*"
 
 [package.extras]
 docs = ["sphinxcontrib-websupport"]
-lint = ["betterproto (==2.0.0b6)", "mypy (==1.15.0)", "pypi-attestations (==0.0.21)", "pyright (==1.1.395)", "pytest (>=8.0)", "ruff (==0.9.9)", "sphinx-lint (>=0.9)", "types-Pillow (==10.2.0.20240822)", "types-Pygments (==2.19.0.20250219)", "types-colorama (==0.4.15.20240311)", "types-defusedxml (==0.7.0.20240218)", "types-docutils (==0.21.0.20241128)", "types-requests (==2.32.0.20241016)", "types-urllib3 (==1.26.25.14)"]
-test = ["cython (>=3.0)", "defusedxml (>=0.7.1)", "pytest (>=8.0)", "pytest-xdist[psutil] (>=3.4)", "setuptools (>=70.0)", "typing_extensions (>=4.9)"]
+lint = ["docutils-stubs", "flake8 (>=3.5.0)", "isort", "mypy (>=0.800)"]
+test = ["cython", "html5lib", "pytest", "pytest-cov", "typed-ast ; python_version < \"3.8\""]
 
 [[package]]
 name = "sphinxcontrib-applehelp"

From f60bf5aeb65a7ac20c8289d0bee8c0b017ed8144 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 5 Aug 2025 09:46:37 +0200
Subject: [PATCH 316/357] Build: Bump polars from 1.31.0 to 1.32.0 (#2279)

---
 poetry.lock | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 911b160723..df18f2b18f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3864,20 +3864,20 @@ files = [
 
 [[package]]
 name = "polars"
-version = "1.31.0"
+version = "1.32.0"
 description = "Blazingly fast DataFrame library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"polars\""
 files = [
-    {file = "polars-1.31.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:ccc68cd6877deecd46b13cbd2663ca89ab2a2cb1fe49d5cfc66a9cef166566d9"},
-    {file = "polars-1.31.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:a94c5550df397ad3c2d6adc212e59fd93d9b044ec974dd3653e121e6487a7d21"},
-    {file = "polars-1.31.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ada7940ed92bea65d5500ae7ac1f599798149df8faa5a6db150327c9ddbee4f1"},
-    {file = "polars-1.31.0-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:b324e6e3e8c6cc6593f9d72fe625f06af65e8d9d47c8686583585533a5e731e1"},
-    {file = "polars-1.31.0-cp39-abi3-win_amd64.whl", hash = "sha256:3fd874d3432fc932863e8cceff2cff8a12a51976b053f2eb6326a0672134a632"},
-    {file = "polars-1.31.0-cp39-abi3-win_arm64.whl", hash = "sha256:62ef23bb9d10dca4c2b945979f9a50812ac4ace4ed9e158a6b5d32a7322e6f75"},
-    {file = "polars-1.31.0.tar.gz", hash = "sha256:59a88054a5fc0135386268ceefdbb6a6cc012d21b5b44fed4f1d3faabbdcbf32"},
+    {file = "polars-1.32.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:94f7c6a3b30bc99bc6b682ea42bb1ae983e33a302ca21aacbac50ae19e34fcf2"},
+    {file = "polars-1.32.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:8bf14c16164839e62c741a863942a94a9a463db21e797452fca996c8afaf8827"},
+    {file = "polars-1.32.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f4c15adb97d44766d30c759f5cebbdb64d361e8349ef10b5afc7413f71bf4b72"},
+    {file = "polars-1.32.0-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:13af55890734f89b76016a395fb2e7460e7d9feecf50ed2f55cf0f05a1c0c991"},
+    {file = "polars-1.32.0-cp39-abi3-win_amd64.whl", hash = "sha256:0397fc2501a5d5f1bb3fe8d27e0c26c7a5349b4110157c0fb7833cd3f5921c9e"},
+    {file = "polars-1.32.0-cp39-abi3-win_arm64.whl", hash = "sha256:dd84e24422509e1ec9be46f67f758d0bd9944d1ae4eacecee4f53adaa8ecd822"},
+    {file = "polars-1.32.0.tar.gz", hash = "sha256:b01045981c0f23eeccfbfc870b782f93e73b74b29212fdfc8aae0be9024bc1fb"},
 ]
 
 [package.extras]

From e5b239d6828dcc94058579e477ad79f9449e244a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 5 Aug 2025 09:46:56 +0200
Subject: [PATCH 317/357] Build: Bump daft from 0.5.14 to 0.5.16 (#2281)

---
 poetry.lock | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index df18f2b18f..ae072829ac 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1235,19 +1235,19 @@ files = [
 
 [[package]]
 name = "daft"
-version = "0.5.11"
+version = "0.5.16"
 description = "Distributed Dataframes for Multimodal Data"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"daft\""
 files = [
-    {file = "daft-0.5.11-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:661978a311c9a75c071c1be5d6576e47b1d5a698d4472851d10f82f451970780"},
-    {file = "daft-0.5.11-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:aa21103bdeffc7a4810d79ed21822fa279409e53f6eb4d9dd711fb44aa162c30"},
-    {file = "daft-0.5.11-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:aa01effca4e6d23df2e767bee126c853a6e6e2dc5c27357d081b1973423e4f87"},
-    {file = "daft-0.5.11-cp39-abi3-manylinux_2_24_x86_64.whl", hash = "sha256:640cbd53bfba15184d942206d1a6a0b3baf00c9c98c689dbe432e3728b125b94"},
-    {file = "daft-0.5.11-cp39-abi3-win_amd64.whl", hash = "sha256:771ebd208247600391459e5b45b8895d64071550aef407f5185cf9a81ea70d67"},
-    {file = "daft-0.5.11.tar.gz", hash = "sha256:b2495828b27e1658505b1c088eeda7eaa02aae51715528c738fe4b2e367eed28"},
+    {file = "daft-0.5.16-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:3869046d58f828d68025b75426c0fbc9114466db72b369fda5e4f53da3a8e275"},
+    {file = "daft-0.5.16-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:007a3c2719e1048f3b0d2ac22dfd69fcb94b1ff2d142000d71b1622c7eba109f"},
+    {file = "daft-0.5.16-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:204aa41fcab26505ee72d2a76c32a860dc31ed1c89e661775d32d23a8c56c821"},
+    {file = "daft-0.5.16-cp39-abi3-manylinux_2_24_x86_64.whl", hash = "sha256:a64c78708de81f003380a189c051fbb470b1b5981070b4b39cc2029312bed539"},
+    {file = "daft-0.5.16-cp39-abi3-win_amd64.whl", hash = "sha256:2be90db04cdcbbb48bf5f03de33460456770b97d8f85277ce30ca59a622988d0"},
+    {file = "daft-0.5.16.tar.gz", hash = "sha256:da1a1fb5087b476ccf3a93795f9c2ff1bd44f8f899fbafb6dfb7a86d9e449522"},
 ]
 
 [package.dependencies]

From 8b49bed426cada502c40396f90bd690a2bc02e60 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 5 Aug 2025 09:48:28 +0200
Subject: [PATCH 318/357] Build: Bump mkdocstrings from 0.29.1 to 0.30.0
 (#2282)

---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index ae072829ac..e2d16eeebc 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2855,14 +2855,14 @@ mkdocs = ">=1.2"
 
 [[package]]
 name = "mkdocstrings"
-version = "0.29.1"
+version = "0.30.0"
 description = "Automatic documentation from sources, for MkDocs."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "mkdocstrings-0.29.1-py3-none-any.whl", hash = "sha256:37a9736134934eea89cbd055a513d40a020d87dfcae9e3052c2a6b8cd4af09b6"},
-    {file = "mkdocstrings-0.29.1.tar.gz", hash = "sha256:8722f8f8c5cd75da56671e0a0c1bbed1df9946c0cef74794d6141b34011abd42"},
+    {file = "mkdocstrings-0.30.0-py3-none-any.whl", hash = "sha256:ae9e4a0d8c1789697ac776f2e034e2ddd71054ae1cf2c2bb1433ccfd07c226f2"},
+    {file = "mkdocstrings-0.30.0.tar.gz", hash = "sha256:5d8019b9c31ddacd780b6784ffcdd6f21c408f34c0bd1103b5351d609d5b4444"},
 ]
 
 [package.dependencies]
@@ -6408,4 +6408,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "f219f936d67009d58b8c913d3864442af2e821b02542a856fed74c0b543ea5c6"
+content-hash = "78aa4cd13723b0a2d245c555a25c331a7c391ea873f9e53f51b8a187478199db"
diff --git a/pyproject.toml b/pyproject.toml
index 6709f2f28f..c37dedcdb0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -111,7 +111,7 @@ mypy-boto3-dynamodb = ">=1.28.18"
 mkdocs = "1.6.1"
 griffe = "1.7.3"
 jinja2 = "3.1.6"
-mkdocstrings = "0.29.1"
+mkdocstrings = "0.30.0"
 mkdocstrings-python = "1.16.12"
 mkdocs-literate-nav = "0.6.2"
 mkdocs-autorefs = "1.4.2"

From 7e2ba8e33785b613d686b5fbf5cc5d3879d0364b Mon Sep 17 00:00:00 2001
From: smaheshwar-pltr <maheshwarsreesh@gmail.com>
Date: Tue, 5 Aug 2025 09:31:05 +0100
Subject: [PATCH 319/357] Add `__eq__` and `__hash__` methods to `ManifestFile`
 (#2233)

---
 pyiceberg/manifest.py | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/pyiceberg/manifest.py b/pyiceberg/manifest.py
index 362e9085df..a92d944811 100644
--- a/pyiceberg/manifest.py
+++ b/pyiceberg/manifest.py
@@ -866,6 +866,14 @@ def fetch_manifest_entry(self, io: FileIO, discard_deleted: bool = True) -> List
                 if not discard_deleted or entry.status != ManifestEntryStatus.DELETED
             ]
 
+    def __eq__(self, other: Any) -> bool:
+        """Return the equality of two instances of the ManifestFile class."""
+        return self.manifest_path == other.manifest_path if isinstance(other, ManifestFile) else False
+
+    def __hash__(self) -> int:
+        """Return the hash of manifest_path."""
+        return hash(self.manifest_path)
+
 
 @cached(cache=LRUCache(maxsize=128), key=lambda io, manifest_list: hashkey(manifest_list))
 def _manifests(io: FileIO, manifest_list: str) -> Tuple[ManifestFile, ...]:

From 04c5861c66be0d60a4092d33fc0735e1b0f90261 Mon Sep 17 00:00:00 2001
From: Roman Shanin <40040452+Erigara@users.noreply.github.com>
Date: Tue, 5 Aug 2025 18:04:09 +0300
Subject: [PATCH 320/357] Fix projected fields predicate evaluation (#2029)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
Closes #2028

# Rationale for this change

Provide expected result aligned with `spark` implementation.

This PR fixes a bug where predicate evaluation for a column that is
missing from the parquet file schema will return no result. This is due
to `_ColumnNameTranslator` visitor returning `AlwaysFalse` when the
column cannot be found in the file schema. The solution is to pass in
the projected field value for evaluation. This follows the order of
operation described in
https://iceberg.apache.org/spec/#column-projection

# Are these changes tested?

I've checked it on script attached to issue + new test was added.

Yes, added some unit tests for
`_ColumnNameTranslator`/`translate_column_names`
Added a test for predicate evaluation for projected columns.


# Are there any user-facing changes?

Kinda yes, because results of some scans now different.

<!-- In the case of user-facing changes, please add the changelog label.
-->

---------

Co-authored-by: Roman Shanin <rshanin@bhft.com>
Co-authored-by: Kevin Liu <kevin.jq.liu@gmail.com>
Co-authored-by: Kevin Liu <kevinjqliu@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Fokko Driesprong <fokko@apache.org>
---
 pyiceberg/expressions/visitors.py  |  24 ++-
 pyiceberg/io/pyarrow.py            |  14 +-
 tests/expressions/test_visitors.py | 281 +++++++++++++++++++++++++++++
 tests/io/test_pyarrow.py           |  10 +
 4 files changed, 317 insertions(+), 12 deletions(-)

diff --git a/pyiceberg/expressions/visitors.py b/pyiceberg/expressions/visitors.py
index 26241d2351..99cbc0fb66 100644
--- a/pyiceberg/expressions/visitors.py
+++ b/pyiceberg/expressions/visitors.py
@@ -861,6 +861,7 @@ class _ColumnNameTranslator(BooleanExpressionVisitor[BooleanExpression]):
     Args:
       file_schema (Schema): The schema of the file.
       case_sensitive (bool): Whether to consider case when binding a reference to a field in a schema, defaults to True.
+      projected_field_values (Dict[str, Any]): Values for projected fields not present in the data file.
 
     Raises:
         TypeError: In the case of an UnboundPredicate.
@@ -869,10 +870,12 @@ class _ColumnNameTranslator(BooleanExpressionVisitor[BooleanExpression]):
 
     file_schema: Schema
     case_sensitive: bool
+    projected_field_values: Dict[str, Any]
 
-    def __init__(self, file_schema: Schema, case_sensitive: bool) -> None:
+    def __init__(self, file_schema: Schema, case_sensitive: bool, projected_field_values: Dict[str, Any] = EMPTY_DICT) -> None:
         self.file_schema = file_schema
         self.case_sensitive = case_sensitive
+        self.projected_field_values = projected_field_values or {}
 
     def visit_true(self) -> BooleanExpression:
         return AlwaysTrue()
@@ -897,9 +900,8 @@ def visit_bound_predicate(self, predicate: BoundPredicate[L]) -> BooleanExpressi
         file_column_name = self.file_schema.find_column_name(field.field_id)
 
         if file_column_name is None:
-            # In the case of schema evolution, the column might not be present
-            # we can use the default value as a constant and evaluate it against
-            # the predicate
+            # In the case of schema evolution or column projection, the field might not be present in the file schema.
+            # we can use the projected value or the field's default value as a constant and evaluate it against the predicate
             pred: BooleanExpression
             if isinstance(predicate, BoundUnaryPredicate):
                 pred = predicate.as_unbound(field.name)
@@ -910,6 +912,14 @@ def visit_bound_predicate(self, predicate: BoundPredicate[L]) -> BooleanExpressi
             else:
                 raise ValueError(f"Unsupported predicate: {predicate}")
 
+            # In the order described by the "Column Projection" section of the Iceberg spec:
+            # https://iceberg.apache.org/spec/#column-projection
+            # Evaluate column projection first if it exists
+            if projected_field_value := self.projected_field_values.get(field.name):
+                if expression_evaluator(Schema(field), pred, case_sensitive=self.case_sensitive)(Record(projected_field_value)):
+                    return AlwaysTrue()
+
+            # Evaluate initial_default value
             return (
                 AlwaysTrue()
                 if expression_evaluator(Schema(field), pred, case_sensitive=self.case_sensitive)(Record(field.initial_default))
@@ -926,8 +936,10 @@ def visit_bound_predicate(self, predicate: BoundPredicate[L]) -> BooleanExpressi
             raise ValueError(f"Unsupported predicate: {predicate}")
 
 
-def translate_column_names(expr: BooleanExpression, file_schema: Schema, case_sensitive: bool) -> BooleanExpression:
-    return visit(expr, _ColumnNameTranslator(file_schema, case_sensitive))
+def translate_column_names(
+    expr: BooleanExpression, file_schema: Schema, case_sensitive: bool, projected_field_values: Dict[str, Any] = EMPTY_DICT
+) -> BooleanExpression:
+    return visit(expr, _ColumnNameTranslator(file_schema, case_sensitive, projected_field_values))
 
 
 class _ExpressionFieldIDs(BooleanExpressionVisitor[Set[int]]):
diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index 2797371028..e6992843ca 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -1460,18 +1460,20 @@ def _task_to_record_batches(
         # the table format version.
         file_schema = pyarrow_to_schema(physical_schema, name_mapping, downcast_ns_timestamp_to_us=True)
 
-        pyarrow_filter = None
-        if bound_row_filter is not AlwaysTrue():
-            translated_row_filter = translate_column_names(bound_row_filter, file_schema, case_sensitive=case_sensitive)
-            bound_file_filter = bind(file_schema, translated_row_filter, case_sensitive=case_sensitive)
-            pyarrow_filter = expression_to_pyarrow(bound_file_filter)
-
         # Apply column projection rules
         # https://iceberg.apache.org/spec/#column-projection
         should_project_columns, projected_missing_fields = _get_column_projection_values(
             task.file, projected_schema, partition_spec, file_schema.field_ids
         )
 
+        pyarrow_filter = None
+        if bound_row_filter is not AlwaysTrue():
+            translated_row_filter = translate_column_names(
+                bound_row_filter, file_schema, case_sensitive=case_sensitive, projected_field_values=projected_missing_fields
+            )
+            bound_file_filter = bind(file_schema, translated_row_filter, case_sensitive=case_sensitive)
+            pyarrow_filter = expression_to_pyarrow(bound_file_filter)
+
         file_project_schema = prune_columns(file_schema, projected_field_ids, select_full_types=False)
 
         fragment_scanner = ds.Scanner.from_fragment(
diff --git a/tests/expressions/test_visitors.py b/tests/expressions/test_visitors.py
index 273bd24c9b..f02aadfe44 100644
--- a/tests/expressions/test_visitors.py
+++ b/tests/expressions/test_visitors.py
@@ -72,6 +72,7 @@
     expression_to_plain_format,
     rewrite_not,
     rewrite_to_dnf,
+    translate_column_names,
     visit,
     visit_bound_predicate,
 )
@@ -79,6 +80,7 @@
 from pyiceberg.schema import Accessor, Schema
 from pyiceberg.typedef import Record
 from pyiceberg.types import (
+    BooleanType,
     DoubleType,
     FloatType,
     IcebergType,
@@ -1623,3 +1625,282 @@ def test_expression_evaluator_null() -> None:
     assert expression_evaluator(schema, LessThan("a", 1), case_sensitive=True)(struct) is False
     assert expression_evaluator(schema, StartsWith("a", 1), case_sensitive=True)(struct) is False
     assert expression_evaluator(schema, NotStartsWith("a", 1), case_sensitive=True)(struct) is True
+
+
+def test_translate_column_names_simple_case(table_schema_simple: Schema) -> None:
+    """Test translate_column_names with matching column names."""
+    # Create a bound expression using the original schema
+    unbound_expr = EqualTo("foo", "test_value")
+    bound_expr = visit(unbound_expr, visitor=BindVisitor(schema=table_schema_simple, case_sensitive=True))
+
+    # File schema has the same column names
+    file_schema = Schema(
+        NestedField(field_id=1, name="foo", field_type=StringType(), required=False),
+        NestedField(field_id=2, name="bar", field_type=IntegerType(), required=True),
+        NestedField(field_id=3, name="baz", field_type=BooleanType(), required=False),
+        schema_id=1,
+    )
+
+    # Translate column names
+    translated_expr = translate_column_names(bound_expr, file_schema, case_sensitive=True)
+
+    # Should return an unbound expression with the same column name since they match
+    assert isinstance(translated_expr, EqualTo)
+    assert translated_expr.term == Reference("foo")
+    assert translated_expr.literal == literal("test_value")
+
+
+def test_translate_column_names_different_column_names() -> None:
+    """Test translate_column_names with different column names in file schema."""
+    # Original schema
+    original_schema = Schema(
+        NestedField(field_id=1, name="original_name", field_type=StringType(), required=False),
+        schema_id=1,
+    )
+
+    # Create bound expression
+    unbound_expr = EqualTo("original_name", "test_value")
+    bound_expr = visit(unbound_expr, visitor=BindVisitor(schema=original_schema, case_sensitive=True))
+
+    # File schema has different column name but same field ID
+    file_schema = Schema(
+        NestedField(field_id=1, name="file_column_name", field_type=StringType(), required=False),
+        schema_id=1,
+    )
+
+    # Translate column names
+    translated_expr = translate_column_names(bound_expr, file_schema, case_sensitive=True)
+
+    # Should use the file schema's column name
+    assert isinstance(translated_expr, EqualTo)
+    assert translated_expr.term == Reference("file_column_name")
+    assert translated_expr.literal == literal("test_value")
+
+
+def test_translate_column_names_missing_column() -> None:
+    """Test translate_column_names when column is missing from file schema (such as in schema evolution)."""
+    # Original schema
+    original_schema = Schema(
+        NestedField(field_id=1, name="existing_col", field_type=StringType(), required=False),
+        NestedField(field_id=2, name="missing_col", field_type=IntegerType(), required=False),
+        schema_id=1,
+    )
+
+    # Create bound expression for the missing column
+    unbound_expr = EqualTo("missing_col", 42)
+    bound_expr = visit(unbound_expr, visitor=BindVisitor(schema=original_schema, case_sensitive=True))
+
+    # File schema only has the existing column (field_id=1), missing field_id=2
+    file_schema = Schema(
+        NestedField(field_id=1, name="existing_col", field_type=StringType(), required=False),
+        schema_id=1,
+    )
+
+    # Translate column names
+    translated_expr = translate_column_names(bound_expr, file_schema, case_sensitive=True)
+
+    # missing_col's default initial_default (None) does not match the expression literal (42)
+    assert translated_expr == AlwaysFalse()
+
+
+def test_translate_column_names_missing_column_match_null() -> None:
+    """Test translate_column_names when missing column matches null."""
+    # Original schema
+    original_schema = Schema(
+        NestedField(field_id=1, name="existing_col", field_type=StringType(), required=False),
+        NestedField(field_id=2, name="missing_col", field_type=IntegerType(), required=False),
+        schema_id=1,
+    )
+
+    # Create bound expression for the missing column
+    unbound_expr = IsNull("missing_col")
+    bound_expr = visit(unbound_expr, visitor=BindVisitor(schema=original_schema, case_sensitive=True))
+
+    # File schema only has the existing column (field_id=1), missing field_id=2
+    file_schema = Schema(
+        NestedField(field_id=1, name="existing_col", field_type=StringType(), required=False),
+        schema_id=1,
+    )
+
+    # Translate column names
+    translated_expr = translate_column_names(bound_expr, file_schema, case_sensitive=True)
+
+    # Should evaluate to AlwaysTrue because the missing column is treated as null
+    # missing_col's default initial_default (None) satisfies the IsNull predicate
+    assert translated_expr == AlwaysTrue()
+
+
+def test_translate_column_names_missing_column_with_initial_default() -> None:
+    """Test translate_column_names when missing column's initial_default matches expression."""
+    # Original schema
+    original_schema = Schema(
+        NestedField(field_id=1, name="existing_col", field_type=StringType(), required=False),
+        NestedField(field_id=2, name="missing_col", field_type=IntegerType(), required=False, initial_default=42),
+        schema_id=1,
+    )
+
+    # Create bound expression for the missing column
+    unbound_expr = EqualTo("missing_col", 42)
+    bound_expr = visit(unbound_expr, visitor=BindVisitor(schema=original_schema, case_sensitive=True))
+
+    # File schema only has the existing column (field_id=1), missing field_id=2
+    file_schema = Schema(
+        NestedField(field_id=1, name="existing_col", field_type=StringType(), required=False),
+        schema_id=1,
+    )
+
+    # Translate column names
+    translated_expr = translate_column_names(bound_expr, file_schema, case_sensitive=True)
+
+    # Should evaluate to AlwaysTrue because the initial_default value (42) matches the literal (42)
+    assert translated_expr == AlwaysTrue()
+
+
+def test_translate_column_names_missing_column_with_initial_default_mismatch() -> None:
+    """Test translate_column_names when missing column's initial_default doesn't match expression."""
+    # Original schema
+    original_schema = Schema(
+        NestedField(field_id=2, name="missing_col", field_type=IntegerType(), required=False, initial_default=10),
+        schema_id=1,
+    )
+
+    # Create bound expression that won't match the default value
+    unbound_expr = EqualTo("missing_col", 42)
+    bound_expr = visit(unbound_expr, visitor=BindVisitor(schema=original_schema, case_sensitive=True))
+
+    # File schema doesn't have this column
+    file_schema = Schema(
+        NestedField(field_id=1, name="other_col", field_type=StringType(), required=False),
+        schema_id=1,
+    )
+
+    # Translate column names
+    translated_expr = translate_column_names(bound_expr, file_schema, case_sensitive=True)
+
+    # Should evaluate to AlwaysFalse because initial_default value (10) doesn't match literal (42)
+    assert translated_expr == AlwaysFalse()
+
+
+def test_translate_column_names_missing_column_with_projected_field_matches() -> None:
+    """Test translate_column_names with projected field value that matches expression."""
+    # Original schema with a field that has no initial_default (defaults to None)
+    original_schema = Schema(
+        NestedField(field_id=1, name="existing_col", field_type=StringType(), required=False),
+        NestedField(field_id=2, name="missing_col", field_type=IntegerType(), required=False),
+        schema_id=1,
+    )
+
+    # Create bound expression for the missing column
+    unbound_expr = EqualTo("missing_col", 42)
+    bound_expr = visit(unbound_expr, visitor=BindVisitor(schema=original_schema, case_sensitive=True))
+
+    # File schema only has the existing column (field_id=1), missing field_id=2
+    file_schema = Schema(
+        NestedField(field_id=1, name="existing_col", field_type=StringType(), required=False),
+        schema_id=1,
+    )
+
+    # Projected column that is missing in the file schema
+    projected_field_values = {"missing_col": 42}
+
+    # Translate column names
+    translated_expr = translate_column_names(
+        bound_expr, file_schema, case_sensitive=True, projected_field_values=projected_field_values
+    )
+
+    # Should evaluate to AlwaysTrue since projected field value matches the expression literal
+    # even though the field is missing in the file schema
+    assert translated_expr == AlwaysTrue()
+
+
+def test_translate_column_names_missing_column_with_projected_field_mismatch() -> None:
+    """Test translate_column_names with projected field value that doesn't match expression."""
+    # Original schema with a field that has no initial_default (defaults to None)
+    original_schema = Schema(
+        NestedField(field_id=1, name="existing_col", field_type=StringType(), required=False),
+        NestedField(field_id=2, name="missing_col", field_type=IntegerType(), required=False),
+        schema_id=1,
+    )
+
+    # Create bound expression for the missing column
+    unbound_expr = EqualTo("missing_col", 42)
+    bound_expr = visit(unbound_expr, visitor=BindVisitor(schema=original_schema, case_sensitive=True))
+
+    # File schema only has the existing column (field_id=1), missing field_id=2
+    file_schema = Schema(
+        NestedField(field_id=1, name="existing_col", field_type=StringType(), required=False),
+        schema_id=1,
+    )
+
+    # Projected column that is missing in the file schema
+    projected_field_values = {"missing_col": 1}
+
+    # Translate column names
+    translated_expr = translate_column_names(
+        bound_expr, file_schema, case_sensitive=True, projected_field_values=projected_field_values
+    )
+
+    # Should evaluate to AlwaysFalse since projected field value does not match the expression literal
+    assert translated_expr == AlwaysFalse()
+
+
+def test_translate_column_names_missing_column_projected_field_fallbacks_to_initial_default() -> None:
+    """Test translate_column_names when projected field value doesn't match but initial_default does."""
+    # Original schema with a field that has an initial_default
+    original_schema = Schema(
+        NestedField(field_id=1, name="existing_col", field_type=StringType(), required=False),
+        NestedField(field_id=2, name="missing_col", field_type=IntegerType(), required=False, initial_default=42),
+        schema_id=1,
+    )
+
+    # Create bound expression for the missing column that would match initial_default
+    unbound_expr = EqualTo("missing_col", 42)
+    bound_expr = visit(unbound_expr, visitor=BindVisitor(schema=original_schema, case_sensitive=True))
+
+    # File schema only has the existing column (field_id=1), missing field_id=2
+    file_schema = Schema(
+        NestedField(field_id=1, name="existing_col", field_type=StringType(), required=False),
+        schema_id=1,
+    )
+
+    # Projected field value that differs from both the expression literal and initial_default
+    projected_field_values = {"missing_col": 10}  # This doesn't match expression literal (42)
+
+    # Translate column names
+    translated_expr = translate_column_names(
+        bound_expr, file_schema, case_sensitive=True, projected_field_values=projected_field_values
+    )
+
+    # Should evaluate to AlwaysTrue since projected field value doesn't match but initial_default does
+    assert translated_expr == AlwaysTrue()
+
+
+def test_translate_column_names_missing_column_projected_field_matches_initial_default_mismatch() -> None:
+    """Test translate_column_names when both projected field value and initial_default doesn't match."""
+    # Original schema with a field that has an initial_default that doesn't match the expression
+    original_schema = Schema(
+        NestedField(field_id=1, name="existing_col", field_type=StringType(), required=False),
+        NestedField(field_id=2, name="missing_col", field_type=IntegerType(), required=False, initial_default=10),
+        schema_id=1,
+    )
+
+    # Create bound expression for the missing column
+    unbound_expr = EqualTo("missing_col", 42)
+    bound_expr = visit(unbound_expr, visitor=BindVisitor(schema=original_schema, case_sensitive=True))
+
+    # File schema only has the existing column (field_id=1), missing field_id=2
+    file_schema = Schema(
+        NestedField(field_id=1, name="existing_col", field_type=StringType(), required=False),
+        schema_id=1,
+    )
+
+    # Projected field value that matches the expression literal
+    projected_field_values = {"missing_col": 10}  # This doesn't match expression literal (42)
+
+    # Translate column names
+    translated_expr = translate_column_names(
+        bound_expr, file_schema, case_sensitive=True, projected_field_values=projected_field_values
+    )
+
+    # Should evaluate to AlwaysFalse since both projected field value and initial_default does not match
+    assert translated_expr == AlwaysFalse()
diff --git a/tests/io/test_pyarrow.py b/tests/io/test_pyarrow.py
index 4f121ba3bc..ac16ef18f6 100644
--- a/tests/io/test_pyarrow.py
+++ b/tests/io/test_pyarrow.py
@@ -1197,6 +1197,16 @@ def test_identity_transform_column_projection(tmp_path: str, catalog: InMemoryCa
         },
         schema=schema,
     )
+    # Test that row filter works with partition value projection
+    assert table.scan(row_filter="partition_id = 1").to_arrow() == pa.table(
+        {
+            "other_field": ["foo", "bar", "baz"],
+            "partition_id": [1, 1, 1],
+        },
+        schema=schema,
+    )
+    # Test that row filter does not return any rows for a non-existing partition value
+    assert len(table.scan(row_filter="partition_id = -1").to_arrow()) == 0
 
 
 def test_identity_transform_columns_projection(tmp_path: str, catalog: InMemoryCatalog) -> None:

From 5e455a7ae567c92764f5f9c42ab749c691bc01de Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 5 Aug 2025 11:04:51 -0400
Subject: [PATCH 321/357] Build: Bump mypy-boto3-dynamodb from 1.39.0 to 1.40.0
 (#2283)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps
[mypy-boto3-dynamodb](https://github.com/youtype/mypy_boto3_builder)
from 1.39.0 to 1.40.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/youtype/mypy_boto3_builder/releases">mypy-boto3-dynamodb's
releases</a>.</em></p>
<blockquote>
<h2>8.8.0 - Python 3.8 runtime is back</h2>
<h3>Changed</h3>
<ul>
<li><code>[services]</code> <code>install_requires</code> section is
calculated based on dependencies in use, so
<code>typing-extensions</code> version is set properly</li>
<li><code>[all]</code> Replaced <code>typing</code> imports with
<code>collections.abc</code> with a fallback to <code>typing</code> for
Python &lt;3.9</li>
<li><code>[all]</code> Added aliases for <code>builtins.list</code>,
<code>builtins.set</code>, <code>builtins.dict</code>, and
<code>builtins.type</code>, so Python 3.8 runtime should work as
expected again (reported by <a
href="https://github.com/YHallouard"><code>@​YHallouard</code></a> in <a
href="https://redirect.github.com/youtype/mypy_boto3_builder/issues/340">#340</a>
and <a
href="https://github.com/Omri-Ben-Yair"><code>@​Omri-Ben-Yair</code></a>
in <a
href="https://redirect.github.com/youtype/mypy_boto3_builder/issues/336">#336</a>)</li>
<li><code>[all]</code> Unions use the same type annotations as the rest
of the structures due to proper fallbacks</li>
</ul>
<h3>Fixed</h3>
<ul>
<li><code>[services]</code> Universal input/output shapes were not
replaced properly in service subresources</li>
<li><code>[docs]</code> Simplified doc links rendering for services</li>
<li><code>[services]</code> Cleaned up unnecessary imports in
<code>client.pyi</code></li>
<li><code>[builder]</code> Import records with fallback are always
rendered</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li>See full diff in <a
href="https://github.com/youtype/mypy_boto3_builder/commits">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index e2d16eeebc..0d7e28901a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3310,14 +3310,14 @@ typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "mypy-boto3-dynamodb"
-version = "1.39.0"
-description = "Type annotations for boto3 DynamoDB 1.39.0 service generated with mypy-boto3-builder 8.11.0"
+version = "1.40.0"
+description = "Type annotations for boto3 DynamoDB 1.40.0 service generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "mypy_boto3_dynamodb-1.39.0-py3-none-any.whl", hash = "sha256:3a136f9d764fa5e1b2ff464fa9599533fd00e65affe47bd28a40d920ece707a4"},
-    {file = "mypy_boto3_dynamodb-1.39.0.tar.gz", hash = "sha256:c3bafc7b4f8d59bac9a7436c7ccfb6fe32991bc7fc88c62264eaad06ae63f8a8"},
+    {file = "mypy_boto3_dynamodb-1.40.0-py3-none-any.whl", hash = "sha256:b7b0c02e58d1c2323378a9c648c39c68bef867cf7da2721ea257e1c6aaa3d229"},
+    {file = "mypy_boto3_dynamodb-1.40.0.tar.gz", hash = "sha256:97f65006a1706f7cbdf53ad1c3a9914e10b53754194db4ad12004eca7c376b4e"},
 ]
 
 [package.dependencies]

From 5e293aadf7bea9f695fdd17f833e2209a047cff6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 5 Aug 2025 11:05:21 -0400
Subject: [PATCH 322/357] Build: Bump pypa/cibuildwheel from 3.0.1 to 3.1.3
 (#2285)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [pypa/cibuildwheel](https://github.com/pypa/cibuildwheel) from
3.0.1 to 3.1.3.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/pypa/cibuildwheel/releases">pypa/cibuildwheel's
releases</a>.</em></p>
<blockquote>
<h2>v3.1.3</h2>
<ul>
<li>🐛 Fix bug where &quot;latest&quot; dependencies couldn't update to
pip 25.2 on Windows (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2537">#2537</a>)</li>
<li>🛠 Use pytest-rerunfailures to improve some of our iOS/Android tests
(<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2527">#2527</a>,
<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2539">#2539</a>)</li>
<li>🛠 Remove some GraalPy Windows workarounds in our tests (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2501">#2501</a>)</li>
</ul>
<h2>v3.1.2</h2>
<ul>
<li>⚠️ Add an error if <code>CIBW_FREE_THREADING_SUPPORT</code> is set;
you are likely missing 3.13t wheels, please use the
<code>enable</code>/<code>CIBW_ENABLE</code> (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2520">#2520</a>)</li>
<li>🛠 <code>riscv64</code> now enabled if you target that architecture,
it's now supported on PyPI (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2509">#2509</a>)</li>
<li>🛠 Add warning when using <code>cpython-experimental-riscv64</code>
(no longer needed) (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2526">#2526</a>,
<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2528">#2528</a>)</li>
<li>🛠 iOS versions bumped, fixing issues with 3.14 (now RC 1) (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2530">#2530</a>)</li>
<li>🐛 Fix bug in Android running wheel from our GitHub Action (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2517">#2517</a>)</li>
<li>🐛 Fix warning when using <code>test-skip</code> of
<code>&quot;*-macosx_universal2:arm64&quot;</code> (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2522">#2522</a>)</li>
<li>🐛 Fix incorrect number of wheels reported in logs, again (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2517">#2517</a>)</li>
<li>📚 We welcome our Android platform maintainer (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2516">#2516</a>)</li>
</ul>
<h2>v3.1.1</h2>
<ul>
<li>🐛 Fix a bug showing an incorrect wheel count at the end of
execution, and misrepresenting test-only runs in the GitHub Action
summary (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2512">#2512</a>)</li>
<li>📚 Docs fix (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2510">#2510</a>)</li>
</ul>
<h2>v3.1.0</h2>
<ul>
<li>🌟 CPython 3.14 wheels are now built by default - without the
<code>&quot;cpython-prerelease&quot;</code> <code>enable</code> set.
It's time to build and upload these wheels to PyPI! This release
includes CPython 3.14.0rc1, which is guaranteed to be ABI compatible
with the final release. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2507">#2507</a>)
Free-threading is no longer experimental in 3.14, so you have to skip it
explicitly with <code>'cp31?t-*'</code> if you don't support it yet. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2503">#2503</a>)</li>
<li>🌟 Adds the ability to <a
href="https://cibuildwheel.pypa.io/en/stable/platforms/#android">build
wheels for Android</a>! Set the <a
href="https://cibuildwheel.pypa.io/en/stable/options/#platform"><code>platform</code>
option</a> to <code>android</code> on Linux or macOS to try it out! (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2349">#2349</a>)</li>
<li>🌟 Adds Pyodide 0.28, which builds 3.13 wheels (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2487">#2487</a>)</li>
<li>✨ Support for 32-bit <code>manylinux_2_28</code> (now a consistent
default) and <code>manylinux_2_34</code> added (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2500">#2500</a>)</li>
<li>🛠 Improved summary, will also use markdown summary output on GHA (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2469">#2469</a>)</li>
<li>🛠 The riscv64 images now have a working default (as they are now
part of pypy/manylinux), but are still experimental (and behind an
<code>enable</code>) since you can't push them to PyPI yet (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2506">#2506</a>)</li>
<li>🛠 Fixed a typo in the 3.9 MUSL riscv64 identifier
(<code>cp39-musllinux_ricv64</code> -&gt;
<code>cp39-musllinux_riscv64</code>) (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2490">#2490</a>)</li>
<li>🛠 Mistyping <code>--only</code> now shows the correct possibilities,
and even suggests near matches on Python 3.14+ (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2499">#2499</a>)</li>
<li>🛠 Only support one output from the repair step on linux like other
platforms; auditwheel fixed this over four years ago! (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2478">#2478</a>)</li>
<li>🛠 We now use pattern matching extensively (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2434">#2434</a>)</li>
<li>📚 We now have platform maintainers for our special platforms and
interpreters! (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2481">#2481</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/pypa/cibuildwheel/blob/main/docs/changelog.md">pypa/cibuildwheel's
changelog</a>.</em></p>
<blockquote>
<h3>v3.1.3</h3>
<p><em>1 August 2025</em></p>
<ul>
<li>🐛 Fix bug where &quot;latest&quot; dependencies couldn't update to
pip 25.2 on Windows (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2537">#2537</a>)</li>
<li>🛠 Use pytest-rerunfailures to improve some of our iOS/Android tests
(<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2527">#2527</a>,
<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2539">#2539</a>)</li>
<li>🛠 Remove some GraalPy Windows workarounds in our tests (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2501">#2501</a>)</li>
</ul>
<h3>v3.1.2</h3>
<p><em>29 July 2025</em></p>
<ul>
<li>⚠️ Add an error if <code>CIBW_FREE_THREADING_SUPPORT</code> is set;
you are likely missing 3.13t wheels, please use the
<code>enable</code>/<code>CIBW_ENABLE</code> (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2520">#2520</a>)</li>
<li>🛠 <code>riscv64</code> now enabled if you target that architecture,
it's now supported on PyPI (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2509">#2509</a>)</li>
<li>🛠 Add warning when using <code>cpython-experimental-riscv64</code>
(no longer needed) (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2526">#2526</a>,
<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2528">#2528</a>)</li>
<li>🛠 iOS versions bumped, fixing issues with 3.14 (now RC 1) (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2530">#2530</a>)</li>
<li>🐛 Fix bug in Android running wheel from our GitHub Action (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2517">#2517</a>)</li>
<li>🐛 Fix warning when using <code>test-skip</code> of
<code>&quot;*-macosx_universal2:arm64&quot;</code> (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2522">#2522</a>)</li>
<li>🐛 Fix incorrect number of wheels reported in logs, again (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2517">#2517</a>)</li>
<li>📚 We welcome our Android platform maintainer (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2516">#2516</a>)</li>
</ul>
<h3>v3.1.1</h3>
<p><em>24 July 2025</em></p>
<ul>
<li>🐛 Fix a bug showing an incorrect wheel count at the end of
execution, and misrepresenting test-only runs in the GitHub Action
summary (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2512">#2512</a>)</li>
<li>📚 Docs fix (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2510">#2510</a>)</li>
</ul>
<h3>v3.1.0</h3>
<p><em>23 July 2025</em></p>
<ul>
<li>🌟 CPython 3.14 wheels are now built by default - without the
<code>&quot;cpython-prerelease&quot;</code> <code>enable</code> set.
It's time to build and upload these wheels to PyPI! This release
includes CPython 3.14.0rc1, which is guaranteed to be ABI compatible
with the final release. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2507">#2507</a>)
Free-threading is no longer experimental in 3.14, so you have to skip it
explicitly with <code>'cp31?t-*'</code> if you don't support it yet. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2503">#2503</a>)</li>
<li>🌟 Adds the ability to <a
href="https://cibuildwheel.pypa.io/en/stable/platforms/#android">build
wheels for Android</a>! Set the <a
href="https://cibuildwheel.pypa.io/en/stable/options/#platform"><code>platform</code>
option</a> to <code>android</code> on Linux or macOS to try it out! (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2349">#2349</a>)</li>
<li>🌟 Adds Pyodide 0.28, which builds 3.13 wheels (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2487">#2487</a>)</li>
<li>✨ Support for 32-bit <code>manylinux_2_28</code> (now a consistent
default) and <code>manylinux_2_34</code> added (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2500">#2500</a>)</li>
<li>🛠 Improved summary, will also use markdown summary output on GHA (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2469">#2469</a>)</li>
<li>🛠 The riscv64 images now have a working default (as they are now
part of pypy/manylinux), but are still experimental (and behind an
<code>enable</code>) since you can't push them to PyPI yet (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2506">#2506</a>)</li>
<li>🛠 Fixed a typo in the 3.9 MUSL riscv64 identifier
(<code>cp39-musllinux_ricv64</code> -&gt;
<code>cp39-musllinux_riscv64</code>) (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2490">#2490</a>)</li>
<li>🛠 Mistyping <code>--only</code> now shows the correct possibilities,
and even suggests near matches on Python 3.14+ (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2499">#2499</a>)</li>
<li>🛠 Only support one output from the repair step on linux like other
platforms; auditwheel fixed this over four years ago! (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2478">#2478</a>)</li>
<li>🛠 We now use pattern matching extensively (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2434">#2434</a>)</li>
<li>📚 We now have platform maintainers for our special platforms and
interpreters! (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2481">#2481</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/352e01339f0a173aa2a3eb57f01492e341e83865"><code>352e013</code></a>
Bump version: v3.1.3</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/c463e56ba22f7f7e6c8871b006a06384c08cff34"><code>c463e56</code></a>
tests: another iOS flaky spot (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2539">#2539</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/8c5c738023fee8aad6412105b42ea798066b1438"><code>8c5c738</code></a>
docs(project): add Falcon to working examples (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2538">#2538</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/feeb3992a7ea36ffbc9d4446debea40f9aa24861"><code>feeb399</code></a>
tests: add flaky test handling (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2527">#2527</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/60b9cc95db51f9f5e48562fcb1b3f7ac3f9cb4a1"><code>60b9cc9</code></a>
fix: never call pip directly (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2537">#2537</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/e2c7102ed7981cd79d28a5eb0a196f8242b1adab"><code>e2c7102</code></a>
chore: remove some GraalPy Windows workarounds. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2501">#2501</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/9e4e50bd76b3190f55304387e333f6234823ea9b"><code>9e4e50b</code></a>
Bump version: v3.1.2</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/8ef9414f60b366420233447f0abd96586ed394c7"><code>8ef9414</code></a>
[pre-commit.ci] pre-commit autoupdate (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2532">#2532</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/1953c0497215dcf2711e1fbfd3ae8952e8ad604c"><code>1953c04</code></a>
Adding <a href="https://github.com/mhsmith"><code>@​mhsmith</code></a>
as platform maintainer for Android (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2516">#2516</a>)</li>
<li><a
href="https://github.com/pypa/cibuildwheel/commit/46a6d279953e2947496fa28a22ded264f4027a5f"><code>46a6d27</code></a>
Bump iOS support package versions. (<a
href="https://redirect.github.com/pypa/cibuildwheel/issues/2530">#2530</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/pypa/cibuildwheel/compare/v3.0.1...v3.1.3">compare
view</a></li>
</ul>
</details>
<br />


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Dependabot will resolve any conflicts with this PR as long as you don't
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You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/pypi-build-artifacts.yml | 2 +-
 .github/workflows/svn-build-artifacts.yml  | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/pypi-build-artifacts.yml b/.github/workflows/pypi-build-artifacts.yml
index b8c9384ef3..538c59667e 100644
--- a/.github/workflows/pypi-build-artifacts.yml
+++ b/.github/workflows/pypi-build-artifacts.yml
@@ -62,7 +62,7 @@ jobs:
         if: startsWith(matrix.os, 'ubuntu')
 
       - name: Build wheels
-        uses: pypa/cibuildwheel@v3.0.1
+        uses: pypa/cibuildwheel@v3.1.3
         with:
           output-dir: wheelhouse
           config-file: "pyproject.toml"
diff --git a/.github/workflows/svn-build-artifacts.yml b/.github/workflows/svn-build-artifacts.yml
index f222411e4d..a60a827f25 100644
--- a/.github/workflows/svn-build-artifacts.yml
+++ b/.github/workflows/svn-build-artifacts.yml
@@ -57,7 +57,7 @@ jobs:
         if: startsWith(matrix.os, 'ubuntu')
 
       - name: Build wheels
-        uses: pypa/cibuildwheel@v3.0.1
+        uses: pypa/cibuildwheel@v3.1.3
         with:
           output-dir: wheelhouse
           config-file: "pyproject.toml"

From 6e91bee837c28f20567316c74bf2cd450fdaaff5 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 5 Aug 2025 11:06:35 -0400
Subject: [PATCH 323/357] Build: Bump griffe from 1.7.3 to 1.9.0 (#2280)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bumps [griffe](https://github.com/mkdocstrings/griffe) from 1.7.3 to
1.9.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/griffe/releases">griffe's
releases</a>.</em></p>
<blockquote>
<h2>1.9.0</h2>
<h2><a
href="https://github.com/mkdocstrings/griffe/releases/tag/1.9.0">1.9.0</a>
- 2025-07-28</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/griffe/compare/1.8.0...1.9.0">Compare
with 1.8.0</a><!-- raw HTML omitted --></p>
<h3>Features</h3>
<ul>
<li>Support PEP 695 generics (<a
href="https://github.com/mkdocstrings/griffe/commit/be28e9c9835a709fca0a78990c56e8d652a71a8c">be28e9c</a>
by Victor Westerhuis). <a
href="https://redirect.github.com/mkdocstrings/griffe/issues/342">Issue-342</a>,
<a
href="https://redirect.github.com/mkdocstrings/griffe/pull/348">PR-348</a>,
Co-authored-by: Timothée Mazzucotelli <a
href="mailto:dev@pawamoy.fr">dev@pawamoy.fr</a></li>
</ul>
<h2>1.8.0</h2>
<h2><a
href="https://github.com/mkdocstrings/griffe/releases/tag/1.8.0">1.8.0</a>
- 2025-07-23</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/griffe/compare/1.7.3...1.8.0">Compare
with 1.7.3</a><!-- raw HTML omitted --></p>
<h3>Features</h3>
<ul>
<li>Add method to functions and classes to build and return a
stringified signature (<a
href="https://github.com/mkdocstrings/griffe/commit/8ef1486e9b1f0872cca3b1cd2419144b702a0c1e">8ef1486</a>
by ISOREX). <a
href="https://github.com/mkdocstrings/griffe/discussions/376">Discussion-376</a>,
<a
href="https://redirect.github.com/mkdocstrings/griffe/pull/381">PR-381</a>,
Co-authored-by: Timothée Mazzucotelli <a
href="mailto:dev@pawamoy.fr">dev@pawamoy.fr</a></li>
<li>Enhance Sphinx-style parameter parsing to handle invalid type info
(<a
href="https://github.com/mkdocstrings/griffe/commit/cbce5a2c2429dc92e15ac3a8fe53db55825ebd6c">cbce5a2</a>
by Edouard Choinière). <a
href="https://redirect.github.com/mkdocstrings/griffe/pull/396">PR-396</a></li>
<li>Parse Sphinx parameter types as expressions (<a
href="https://github.com/mkdocstrings/griffe/commit/70dda21d15dfdf5807dde370fb636d69eea6272b">70dda21</a>
by Edouard Choinière). <a
href="https://redirect.github.com/mkdocstrings/griffe/pull/392">PR-392</a></li>
</ul>
<h3>Bug Fixes</h3>
<ul>
<li>Avoid SyntaxError when loading modules encoded in UTF8 with BOM (<a
href="https://github.com/mkdocstrings/griffe/commit/b3461901ae08204ea6184025a006f5d34152d30d">b346190</a>
by John Hennig). <a
href="https://redirect.github.com/mkdocstrings/griffe/issues/386">Issue-386</a>,
<a
href="https://redirect.github.com/mkdocstrings/griffe/pull/387">PR-387</a>,
Co-authored-by: Timothée Mazzucotelli <a
href="mailto:dev@pawamoy.fr">dev@pawamoy.fr</a></li>
<li>Correctly parenthesize expressions (<a
href="https://github.com/mkdocstrings/griffe/commit/a8c5585c8a45a4d6b67bd5dc36d7054478d3873d">a8c5585</a>
by Abraham Cheung). <a
href="https://redirect.github.com/mkdocstrings/griffe/pull/389">PR-389</a>,
Co-authored-by: Timothée Mazzucotelli <a
href="mailto:dev@pawamoy.fr">dev@pawamoy.fr</a></li>
</ul>
<h3>Code Refactoring</h3>
<ul>
<li>Be more consistent regarding not overriding submodules with aliases
(<a
href="https://github.com/mkdocstrings/griffe/commit/be1963cca6d7d49bcc41fdf05570b1bfba934330">be1963c</a>
by Timothée Mazzucotelli).</li>
<li>Allow <code>ExprName.parent</code> to be of type
<code>griffe.Function</code> (<a
href="https://github.com/mkdocstrings/griffe/commit/acafbd8b6d97fe8370f3eb730e2154e19b2c1a54">acafbd8</a>
by Edouard Choinière). <a
href="https://github.com/mkdocstrings/griffe/discussions/391">Issue-391</a>,
<a
href="https://redirect.github.com/mkdocstrings/griffe/pull/395">PR-395</a></li>
<li>Normalize labels for attributes (<a
href="https://github.com/mkdocstrings/griffe/commit/1b376cd39ce99730910d8344abbfd5c53ce28300">1b376cd</a>
by Timothée Mazzucotelli).</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/mkdocstrings/griffe/blob/main/CHANGELOG.md">griffe's
changelog</a>.</em></p>
<blockquote>
<h2><a
href="https://github.com/mkdocstrings/griffe/releases/tag/1.9.0">1.9.0</a>
- 2025-07-28</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/griffe/compare/1.8.0...1.9.0">Compare
with 1.8.0</a><!-- raw HTML omitted --></p>
<h3>Features</h3>
<ul>
<li>Support PEP 695 generics (<a
href="https://github.com/mkdocstrings/griffe/commit/be28e9c9835a709fca0a78990c56e8d652a71a8c">be28e9c</a>
by Victor Westerhuis). <a
href="https://redirect.github.com/mkdocstrings/griffe/issues/342">Issue-342</a>,
<a
href="https://redirect.github.com/mkdocstrings/griffe/pull/348">PR-348</a>,
Co-authored-by: Timothée Mazzucotelli <a
href="mailto:dev@pawamoy.fr">dev@pawamoy.fr</a></li>
</ul>
<h2><a
href="https://github.com/mkdocstrings/griffe/releases/tag/1.8.0">1.8.0</a>
- 2025-07-23</h2>
<p><!-- raw HTML omitted --><a
href="https://github.com/mkdocstrings/griffe/compare/1.7.3...1.8.0">Compare
with 1.7.3</a><!-- raw HTML omitted --></p>
<h3>Features</h3>
<ul>
<li>Add method to functions and classes to build and return a
stringified signature (<a
href="https://github.com/mkdocstrings/griffe/commit/8ef1486e9b1f0872cca3b1cd2419144b702a0c1e">8ef1486</a>
by ISOREX). <a
href="https://github.com/mkdocstrings/griffe/discussions/376">Discussion-376</a>,
<a
href="https://redirect.github.com/mkdocstrings/griffe/pull/381">PR-381</a>,
Co-authored-by: Timothée Mazzucotelli <a
href="mailto:dev@pawamoy.fr">dev@pawamoy.fr</a></li>
<li>Enhance Sphinx-style parameter parsing to handle invalid type info
(<a
href="https://github.com/mkdocstrings/griffe/commit/cbce5a2c2429dc92e15ac3a8fe53db55825ebd6c">cbce5a2</a>
by Edouard Choinière). <a
href="https://redirect.github.com/mkdocstrings/griffe/pull/396">PR-396</a></li>
<li>Parse Sphinx parameter types as expressions (<a
href="https://github.com/mkdocstrings/griffe/commit/70dda21d15dfdf5807dde370fb636d69eea6272b">70dda21</a>
by Edouard Choinière). <a
href="https://redirect.github.com/mkdocstrings/griffe/pull/392">PR-392</a></li>
</ul>
<h3>Bug Fixes</h3>
<ul>
<li>Avoid SyntaxError when loading modules encoded in UTF8 with BOM (<a
href="https://github.com/mkdocstrings/griffe/commit/b3461901ae08204ea6184025a006f5d34152d30d">b346190</a>
by John Hennig). <a
href="https://redirect.github.com/mkdocstrings/griffe/issues/386">Issue-386</a>,
<a
href="https://redirect.github.com/mkdocstrings/griffe/pull/387">PR-387</a>,
Co-authored-by: Timothée Mazzucotelli <a
href="mailto:dev@pawamoy.fr">dev@pawamoy.fr</a></li>
<li>Correctly parenthesize expressions (<a
href="https://github.com/mkdocstrings/griffe/commit/a8c5585c8a45a4d6b67bd5dc36d7054478d3873d">a8c5585</a>
by Abraham Cheung). <a
href="https://redirect.github.com/mkdocstrings/griffe/pull/389">PR-389</a>,
Co-authored-by: Timothée Mazzucotelli <a
href="mailto:dev@pawamoy.fr">dev@pawamoy.fr</a></li>
</ul>
<h3>Code Refactoring</h3>
<ul>
<li>Be more consistent regarding not overriding submodules with aliases
(<a
href="https://github.com/mkdocstrings/griffe/commit/be1963cca6d7d49bcc41fdf05570b1bfba934330">be1963c</a>
by Timothée Mazzucotelli).</li>
<li>Allow <code>ExprName.parent</code> to be of type
<code>griffe.Function</code> (<a
href="https://github.com/mkdocstrings/griffe/commit/acafbd8b6d97fe8370f3eb730e2154e19b2c1a54">acafbd8</a>
by Edouard Choinière). <a
href="https://github.com/mkdocstrings/griffe/discussions/391">Issue-391</a>,
<a
href="https://redirect.github.com/mkdocstrings/griffe/pull/395">PR-395</a></li>
<li>Normalize labels for attributes (<a
href="https://github.com/mkdocstrings/griffe/commit/1b376cd39ce99730910d8344abbfd5c53ce28300">1b376cd</a>
by Timothée Mazzucotelli).</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/032779aa3bdfbdaeb6411da4f8853318ff2e8424"><code>032779a</code></a>
chore: Prepare release 1.9.0</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/be28e9c9835a709fca0a78990c56e8d652a71a8c"><code>be28e9c</code></a>
feat: Support PEP 695 generics</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/27a385b435d3c09eedeffe980416f7012e65ed6f"><code>27a385b</code></a>
chore: Prepare release 1.8.0</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/8ef1486e9b1f0872cca3b1cd2419144b702a0c1e"><code>8ef1486</code></a>
feat: Add method to functions and classes to build and return a
stringified s...</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/b3461901ae08204ea6184025a006f5d34152d30d"><code>b346190</code></a>
fix: Avoid SyntaxError when loading modules encoded in UTF8 with
BOM</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/a8c5585c8a45a4d6b67bd5dc36d7054478d3873d"><code>a8c5585</code></a>
fix: Correctly parenthesize expressions</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/0a051861d4fc3e064f2d19d53e1abab112316771"><code>0a05186</code></a>
ci: Ignore Mypy warnings</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/cbce5a2c2429dc92e15ac3a8fe53db55825ebd6c"><code>cbce5a2</code></a>
feat: Enhance Sphinx-style parameter parsing to handle invalid type
info</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/2d77bf16a0b6f823e2bbe54a49f2c26e4cd1e290"><code>2d77bf1</code></a>
Merge branch 'main' of github.com:mkdocstrings/griffe</li>
<li><a
href="https://github.com/mkdocstrings/griffe/commit/be1963cca6d7d49bcc41fdf05570b1bfba934330"><code>be1963c</code></a>
refactor: Be more consistent regarding not overriding submodules with
aliases</li>
<li>Additional commits viewable in <a
href="https://github.com/mkdocstrings/griffe/compare/1.7.3...1.9.0">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
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Dependabot will resolve any conflicts with this PR as long as you don't
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You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 0d7e28901a..dd3ae287e8 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2075,14 +2075,14 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "griffe"
-version = "1.7.3"
+version = "1.9.0"
 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "griffe-1.7.3-py3-none-any.whl", hash = "sha256:c6b3ee30c2f0f17f30bcdef5068d6ab7a2a4f1b8bf1a3e74b56fffd21e1c5f75"},
-    {file = "griffe-1.7.3.tar.gz", hash = "sha256:52ee893c6a3a968b639ace8015bec9d36594961e156e23315c8e8e51401fa50b"},
+    {file = "griffe-1.9.0-py3-none-any.whl", hash = "sha256:bcf90ee3ad42bbae70a2a490c782fc8e443de9b84aa089d857c278a4e23215fc"},
+    {file = "griffe-1.9.0.tar.gz", hash = "sha256:b5531cf45e9b73f0842c2121cc4d4bcbb98a55475e191fc9830e7aef87a920a0"},
 ]
 
 [package.dependencies]
@@ -6408,4 +6408,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "78aa4cd13723b0a2d245c555a25c331a7c391ea873f9e53f51b8a187478199db"
+content-hash = "f284faaefc50898177d1c9b9952f6e692324b8b8bcc63928b5ecc2b45d53fa5b"
diff --git a/pyproject.toml b/pyproject.toml
index c37dedcdb0..d308cb383c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -109,7 +109,7 @@ mypy-boto3-dynamodb = ">=1.28.18"
 [tool.poetry.group.docs.dependencies]
 # for mkdocs
 mkdocs = "1.6.1"
-griffe = "1.7.3"
+griffe = "1.9.0"
 jinja2 = "3.1.6"
 mkdocstrings = "0.30.0"
 mkdocstrings-python = "1.16.12"

From 0e20dfd55bee0dbba2bad9c7801cdfad694fa132 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Tue, 5 Aug 2025 17:08:03 +0200
Subject: [PATCH 324/357] Remove unused `AddFileTask` (#2284)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/table/__init__.py | 8 --------
 1 file changed, 8 deletions(-)

diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index 21898e9c4d..30b06fcb0b 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -2096,14 +2096,6 @@ def generate_data_file_filename(self, extension: str) -> str:
         return f"00000-{self.task_id}-{self.write_uuid}.{extension}"
 
 
-@dataclass(frozen=True)
-class AddFileTask:
-    """Task with the parameters for adding a Parquet file as a DataFile."""
-
-    file_path: str
-    partition_field_value: Record
-
-
 def _parquet_files_to_data_files(table_metadata: TableMetadata, file_paths: List[str], io: FileIO) -> Iterable[DataFile]:
     """Convert a list files into DataFiles.
 

From ac559c19750e34ca0403954f8c2407b50a7c35e6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 5 Aug 2025 12:02:52 -0400
Subject: [PATCH 325/357] Build: Bump mkdocs-material from 9.6.15 to 9.6.16
 (#2286)

Bumps [mkdocs-material](https://github.com/squidfunk/mkdocs-material)
from 9.6.15 to 9.6.16.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/squidfunk/mkdocs-material/releases">mkdocs-material's
releases</a>.</em></p>
<blockquote>
<h2>mkdocs-material-9.6.16</h2>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8349">#8349</a>:
Info plugin doesn't correctly detect virtualenv in some cases</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8334">#8334</a>:
Find-in-page detects matches in hidden search result list</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/squidfunk/mkdocs-material/blob/master/CHANGELOG">mkdocs-material's
changelog</a>.</em></p>
<blockquote>
<p>mkdocs-material-9.6.16 (2025-07-26)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8349">#8349</a>:
Info plugin doesn't correctly detect virtualenv in some cases</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8334">#8334</a>:
Find-in-page detects matches in hidden search result list</li>
</ul>
<p>mkdocs-material-9.6.15 (2025-07-01)</p>
<ul>
<li>Updated Mongolian translations</li>
<li>Improved semantic markup of &quot;edit this page&quot; button</li>
<li>Improved info plugin virtual environment resolution</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8291">#8291</a>:
Large font size setting throws of breakpoints in JavaScript</li>
</ul>
<p>mkdocs-material-9.6.14 (2025-05-13)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8215">#8215</a>:
Social plugin crashes when CairoSVG is updated to 2.8</li>
</ul>
<p>mkdocs-material-9.6.13 (2025-05-10)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8204">#8204</a>:
Annotations showing list markers in print view</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8153">#8153</a>:
Improve style of cardinality symbols in Mermaid.js ER diagrams</li>
</ul>
<p>mkdocs-material-9.6.12 (2025-04-17)</p>
<ul>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8158">#8158</a>:
Flip footnote back reference icon for right-to-left languages</li>
</ul>
<p>mkdocs-material-9.6.11 (2025-04-01)</p>
<ul>
<li>Updated Docker image to latest Alpine Linux</li>
<li>Bump required Jinja version to 3.1</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8133">#8133</a>:
Jinja filter <code>items</code> not available (9.6.10 regression)</li>
<li>Fixed <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8128">#8128</a>:
Search plugin not entirely disabled via enabled setting</li>
</ul>
<p>mkdocs-material-9.6.10 (2025-03-30)</p>
<p>This version is a pure refactoring release, and does not contain new
features
or bug fixes. It strives to improve the compatibility of our templates
with
alternative Jinja-like template engines that we're currently exploring,
including minijinja.</p>
<p>Additionally, it replaces several instances of Python function
invocations
with idiomatic use of template filters. All instances where variables
have
been mutated inside templates have been replaced. Most changes have been
made
in partials, and only a few in blocks, and all of them are fully
backward
compatible, so no changes to overrides are necessary.</p>
<p>Note that this release does not replace the Jinja template engine
with
minijinja. However, our templates are now 99% compatible with minijinja,
which means we can explore alternative Jinja-compatible implementations.
Additionally, immutability and removal of almost all Python function
invocations means much more idiomatic templating.</p>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/8b949816ba16ad46e7c4c72912e5bd8c6254dcfd"><code>8b94981</code></a>
Prepare 9.6.16 release</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/e5c7ab542745013397b7e7b284960ed57de306c1"><code>e5c7ab5</code></a>
Updated dependencies</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/53385529f0481e89ff6fba49f855fd0dbbd16cdb"><code>5338552</code></a>
Fixed handling of inconsistent drive letter case</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/6d4f756461dd556e459d4769d6e1ec7ce7bce4ae"><code>6d4f756</code></a>
Fixed dotpath venv guessing</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/88bdcf5f16696eb540fcbf8bc24244dc1c5f965f"><code>88bdcf5</code></a>
Fixed empty username fallback</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/d0c4bd618fd01b849ba85aee5275c23481214eea"><code>d0c4bd6</code></a>
Merge pull request <a
href="https://redirect.github.com/squidfunk/mkdocs-material/issues/8346">#8346</a>
from squidfunk/dependabot/npm_and_yarn/form-data-3.0.4</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/9c1e4deb5c96c6baa076431f0cb4ede20ba35fab"><code>9c1e4de</code></a>
Bump form-data from 3.0.1 to 3.0.4</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/b2d235eb65d717202fedbe70c6856f2560e66c40"><code>b2d235e</code></a>
Updated Premium sponsors</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/e54ff0632c46e811e6adc7a104c0bd567ed22fc0"><code>e54ff06</code></a>
Updated Premium sponsors</li>
<li><a
href="https://github.com/squidfunk/mkdocs-material/commit/212b7ab8f74a78a56e8f09b032633bc69289639a"><code>212b7ab</code></a>
Updated Premium sponsors</li>
<li>Additional commits viewable in <a
href="https://github.com/squidfunk/mkdocs-material/compare/9.6.15...9.6.16">compare
view</a></li>
</ul>
</details>
<br />


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---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index dd3ae287e8..b4d59b3121 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2798,14 +2798,14 @@ mkdocs = ">=1.4.1"
 
 [[package]]
 name = "mkdocs-material"
-version = "9.6.15"
+version = "9.6.16"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
 groups = ["docs"]
 files = [
-    {file = "mkdocs_material-9.6.15-py3-none-any.whl", hash = "sha256:ac969c94d4fe5eb7c924b6d2f43d7db41159ea91553d18a9afc4780c34f2717a"},
-    {file = "mkdocs_material-9.6.15.tar.gz", hash = "sha256:64adf8fa8dba1a17905b6aee1894a5aafd966d4aeb44a11088519b0f5ca4f1b5"},
+    {file = "mkdocs_material-9.6.16-py3-none-any.whl", hash = "sha256:8d1a1282b892fe1fdf77bfeb08c485ba3909dd743c9ba69a19a40f637c6ec18c"},
+    {file = "mkdocs_material-9.6.16.tar.gz", hash = "sha256:d07011df4a5c02ee0877496d9f1bfc986cfb93d964799b032dd99fe34c0e9d19"},
 ]
 
 [package.dependencies]
@@ -6408,4 +6408,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "f284faaefc50898177d1c9b9952f6e692324b8b8bcc63928b5ecc2b45d53fa5b"
+content-hash = "8bc2837a064384f0ed11f28a4411e107c5dd90cc0259e354546ce78b9967555b"
diff --git a/pyproject.toml b/pyproject.toml
index d308cb383c..41b079a249 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -116,7 +116,7 @@ mkdocstrings-python = "1.16.12"
 mkdocs-literate-nav = "0.6.2"
 mkdocs-autorefs = "1.4.2"
 mkdocs-gen-files = "0.5.0"
-mkdocs-material = "9.6.15"
+mkdocs-material = "9.6.16"
 mkdocs-material-extensions = "1.3.1"
 mkdocs-section-index = "0.3.10"
 

From 5dc3362ce65a8a05647a18db6babf0dd43b5e768 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 6 Aug 2025 16:05:53 +0200
Subject: [PATCH 326/357] Build: Bump pyiceberg-core from 0.5.1 to 0.6.0
 (#2275)

Bumps [pyiceberg-core](https://rust.iceberg.apache.org) from 0.5.1 to
0.6.0.


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=pyiceberg-core&package-manager=pip&previous-version=0.5.1&new-version=0.6.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
alter it yourself. You can also trigger a rebase manually by commenting
`@dependabot rebase`.

[//]: # (dependabot-automerge-start)
[//]: # (dependabot-automerge-end)

---

<details>
<summary>Dependabot commands and options</summary>
<br />

You can trigger Dependabot actions by commenting on this PR:
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---
 poetry.lock    | 16 ++++++++--------
 pyproject.toml |  2 +-
 2 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index b4d59b3121..4a4f95f0c5 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -4470,19 +4470,19 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pyiceberg-core"
-version = "0.5.1"
+version = "0.6.0"
 description = ""
 optional = true
 python-versions = "~=3.9"
 groups = ["main"]
 markers = "extra == \"pyarrow\" or extra == \"pyiceberg-core\""
 files = [
-    {file = "pyiceberg_core-0.5.1-cp39-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:f5bffe70f036d4409ab5f8a2a52353635dfa9afa665e84eb5fb0415d12171aaa"},
-    {file = "pyiceberg_core-0.5.1-cp39-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:aa5d0d00efeb7c03ad48b17577452f42398f398b41034d2695a294c872365fcd"},
-    {file = "pyiceberg_core-0.5.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6ae88f65f68898a680dde4d83179903d14b9ef2ca8f7b8715fca5d91a2aa24cd"},
-    {file = "pyiceberg_core-0.5.1-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:9d02f82292d2d01cc6b43f79eadf1209e84457cf0a2b945a2ed834245d6a45f6"},
-    {file = "pyiceberg_core-0.5.1-cp39-abi3-win_amd64.whl", hash = "sha256:aad22d3ea743fcf941336542fcf565e16b28b9131087d70e1b03924005334af3"},
-    {file = "pyiceberg_core-0.5.1.tar.gz", hash = "sha256:5359750e690169e06e4c20b74854f0048abbb5fe74b75919247d87cf2af2fcf4"},
+    {file = "pyiceberg_core-0.6.0-cp39-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:2f228a54a2a69912378be18f98ea866bb4a08d265c875856f99cd81f2f7299ba"},
+    {file = "pyiceberg_core-0.6.0-cp39-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:edb41a1f182774085b11352a1f44955d561e21453f00973021244471873fbbd7"},
+    {file = "pyiceberg_core-0.6.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5cf869d225d57254a54bc3778841cffea4193319bc0a849767a15e05e75c9b36"},
+    {file = "pyiceberg_core-0.6.0-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:18c12fe1ac5b4725b673cf0d1d0ab3e9475644ac0dae871a2e9a293c2622f0a8"},
+    {file = "pyiceberg_core-0.6.0-cp39-abi3-win_amd64.whl", hash = "sha256:d3249eeae5e1d1f1d2c8bd8d6eced98da002afa7c48c751cb22d8dbd4b091a1e"},
+    {file = "pyiceberg_core-0.6.0.tar.gz", hash = "sha256:ce2cac8cf8a85da6e682cec032165fcf387256257971f0f84bc6d50c0941f261"},
 ]
 
 [[package]]
@@ -6408,4 +6408,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "8bc2837a064384f0ed11f28a4411e107c5dd90cc0259e354546ce78b9967555b"
+content-hash = "80d21d534ed064f5e4a377d42aeec41eeaba48b5d85e059816e690b31294f8d8"
diff --git a/pyproject.toml b/pyproject.toml
index 41b079a249..0f162b7c28 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -82,7 +82,7 @@ sqlalchemy = { version = "^2.0.18", optional = true }
 bodo = { version = ">=2025.7.4", optional = true }
 daft = { version = ">=0.5.0", optional = true }
 cachetools = ">=5.5,<7.0"
-pyiceberg-core = { version = "^0.5.1", optional = true }
+pyiceberg-core = { version = ">=0.5.1,<0.7.0", optional = true }
 polars = { version = "^1.21.0", optional = true }
 thrift-sasl = { version = ">=0.4.3", optional = true }
 kerberos = {version = "^1.3.1", optional = true}

From bc01d9b6accd3f1af16f6bfc401d07d47175a8e1 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Wed, 6 Aug 2025 17:43:06 +0200
Subject: [PATCH 327/357] Bump Iceberg in CI (#2288)

# Rationale for this change

Just a small bump, noticed this while working on some other stuff

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 tests/conftest.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/conftest.py b/tests/conftest.py
index 79560bc532..967180bc5a 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -2501,7 +2501,7 @@ def spark() -> "SparkSession":
     # Remember to also update `dev/Dockerfile`
     spark_version = ".".join(importlib.metadata.version("pyspark").split(".")[:2])
     scala_version = "2.12"
-    iceberg_version = "1.9.0"
+    iceberg_version = "1.9.2"
 
     os.environ["PYSPARK_SUBMIT_ARGS"] = (
         f"--packages org.apache.iceberg:iceberg-spark-runtime-{spark_version}_{scala_version}:{iceberg_version},"

From 798459346feeae1020772e2e03f4371af677271e Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Wed, 6 Aug 2025 17:44:11 +0200
Subject: [PATCH 328/357] Use `rest` shorthand in `conftest.py` (#2289)

# Rationale for this change

Added this wayyyy back: https://github.com/apache/iceberg/pull/5570/. I
think this is nicer than the full Java classpath

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 tests/conftest.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/conftest.py b/tests/conftest.py
index 967180bc5a..c882302cfa 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -2519,7 +2519,7 @@ def spark() -> "SparkSession":
         .config("spark.default.parallelism", "1")
         .config("spark.sql.extensions", "org.apache.iceberg.spark.extensions.IcebergSparkSessionExtensions")
         .config("spark.sql.catalog.integration", "org.apache.iceberg.spark.SparkCatalog")
-        .config("spark.sql.catalog.integration.catalog-impl", "org.apache.iceberg.rest.RESTCatalog")
+        .config("spark.sql.catalog.integration.type", "rest")
         .config("spark.sql.catalog.integration.cache-enabled", "false")
         .config("spark.sql.catalog.integration.uri", "http://localhost:8181")
         .config("spark.sql.catalog.integration.io-impl", "org.apache.iceberg.aws.s3.S3FileIO")

From 413b02d5eb8ee5c993dbf10d5da151f3071cc919 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Wed, 6 Aug 2025 19:35:52 +0200
Subject: [PATCH 329/357] Add test for migrated tables (#2290)

Identified two issues that can be worked on in parallel

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->

---------

Co-authored-by: Kevin Liu <kevinjqliu@users.noreply.github.com>
---
 tests/conftest.py                        | 13 +++-
 tests/integration/test_hive_migration.py | 86 ++++++++++++++++++++++++
 2 files changed, 98 insertions(+), 1 deletion(-)
 create mode 100644 tests/integration/test_hive_migration.py

diff --git a/tests/conftest.py b/tests/conftest.py
index c882302cfa..c01ccc979c 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -2502,9 +2502,13 @@ def spark() -> "SparkSession":
     spark_version = ".".join(importlib.metadata.version("pyspark").split(".")[:2])
     scala_version = "2.12"
     iceberg_version = "1.9.2"
+    hadoop_version = "3.3.4"
+    aws_sdk_version = "1.12.753"
 
     os.environ["PYSPARK_SUBMIT_ARGS"] = (
         f"--packages org.apache.iceberg:iceberg-spark-runtime-{spark_version}_{scala_version}:{iceberg_version},"
+        f"org.apache.hadoop:hadoop-aws:{hadoop_version},"
+        f"com.amazonaws:aws-java-sdk-bundle:{aws_sdk_version},"
         f"org.apache.iceberg:iceberg-aws-bundle:{iceberg_version} pyspark-shell"
     )
     os.environ["AWS_REGION"] = "us-east-1"
@@ -2526,7 +2530,6 @@ def spark() -> "SparkSession":
         .config("spark.sql.catalog.integration.warehouse", "s3://warehouse/wh/")
         .config("spark.sql.catalog.integration.s3.endpoint", "http://localhost:9000")
         .config("spark.sql.catalog.integration.s3.path-style-access", "true")
-        .config("spark.sql.defaultCatalog", "integration")
         .config("spark.sql.catalog.hive", "org.apache.iceberg.spark.SparkCatalog")
         .config("spark.sql.catalog.hive.type", "hive")
         .config("spark.sql.catalog.hive.uri", "http://localhost:9083")
@@ -2534,6 +2537,14 @@ def spark() -> "SparkSession":
         .config("spark.sql.catalog.hive.warehouse", "s3://warehouse/hive/")
         .config("spark.sql.catalog.hive.s3.endpoint", "http://localhost:9000")
         .config("spark.sql.catalog.hive.s3.path-style-access", "true")
+        .config("spark.sql.catalog.spark_catalog", "org.apache.iceberg.spark.SparkSessionCatalog")
+        .config("spark.sql.catalog.spark_catalog.type", "hive")
+        .config("spark.sql.catalog.spark_catalog.uri", "http://localhost:9083")
+        .config("spark.sql.catalog.spark_catalog.warehouse", "s3://warehouse/hive/")
+        .config("spark.hadoop.fs.s3a.endpoint", "http://localhost:9000")
+        .config("spark.hadoop.fs.s3a.path.style.access", "true")
+        .config("spark.sql.catalogImplementation", "hive")
+        .config("spark.sql.defaultCatalog", "integration")
         .config("spark.sql.execution.arrow.pyspark.enabled", "true")
         .getOrCreate()
     )
diff --git a/tests/integration/test_hive_migration.py b/tests/integration/test_hive_migration.py
new file mode 100644
index 0000000000..060450731e
--- /dev/null
+++ b/tests/integration/test_hive_migration.py
@@ -0,0 +1,86 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+import time
+
+import pytest
+from pyspark.sql import SparkSession
+
+from pyiceberg.catalog import Catalog
+
+
+@pytest.mark.integration
+def test_migrate_table(
+    session_catalog_hive: Catalog,
+    spark: SparkSession,
+) -> None:
+    """
+    Imported tables are an edge case since the partition column is not stored
+    in the Parquet files:
+
+    test_migrate_table_hive_1754486926/dt=2022-01-01/part-00000-30a9798b-7597-4027-86d9-79d7c529bc87.c000.snappy.parquet
+    {
+      "type" : "record",
+      "name" : "spark_schema",
+      "fields" : [ {
+        "name" : "number",
+        "type" : "int"
+      } ]
+    }
+
+    PyIceberg will project this column when the table is being read
+    """
+    # Create new tables to avoid complex cleanup
+    src_table_identifier = f"spark_catalog.default.test_migrate_table_hive_{int(time.time())}"
+    dst_table_identifier = f"default.test_migrate_table_{int(time.time())}"
+
+    spark.sql(f"""
+        CREATE TABLE {src_table_identifier} (
+            number INTEGER
+        )
+        PARTITIONED BY (dt date)
+        STORED AS parquet
+    """)
+
+    spark.sql(f"""
+        INSERT OVERWRITE TABLE {src_table_identifier}
+        PARTITION (dt='2022-01-01')
+        VALUES (1), (2), (3)
+    """)
+
+    spark.sql(f"""
+        INSERT OVERWRITE TABLE {src_table_identifier}
+        PARTITION (dt='2023-01-01')
+        VALUES (4), (5), (6)
+    """)
+
+    # Docs: https://iceberg.apache.org/docs/latest/hive-migration/#snapshot-hive-table-to-iceberg
+    spark.sql(f"""
+        CALL hive.system.snapshot('{src_table_identifier}', 'hive.{dst_table_identifier}')
+    """)
+
+    tbl = session_catalog_hive.load_table(dst_table_identifier)
+    assert tbl.schema().column_names == ["number", "dt"]
+
+    # TODO: Returns the primitive type (int), rather than the logical type
+    # assert set(tbl.scan().to_arrow().column(1).combine_chunks().tolist()) == {'2022-01-01', '2023-01-01'}
+
+    assert tbl.scan(row_filter="number > 3").to_arrow().column(0).combine_chunks().tolist() == [4, 5, 6]
+
+    assert tbl.scan(row_filter="dt == '2023-01-01'").to_arrow().column(0).combine_chunks().tolist() == [4, 5, 6]
+
+    # TODO: Issue with filtering the projected column
+    # assert tbl.scan(row_filter="dt == '2022-01-01'").to_arrow().column(0).combine_chunks().tolist() == [1, 2, 3]

From d8adf5d2ed9fa0fbba7d3f16074ba439c72bf1db Mon Sep 17 00:00:00 2001
From: Kristofer Gaudel <68076186+kris-gaudel@users.noreply.github.com>
Date: Wed, 6 Aug 2025 17:12:32 -0400
Subject: [PATCH 330/357] fix: sanitize invalid Avro field names in manifest
 file (#2245)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->
Closes https://github.com/apache/iceberg-python/issues/2123

# Rationale for this change
Fixing sanitization behaviour to match specification and Java
implementation

# Are these changes tested?
Yes - Unit and integration tests

# Are there any user-facing changes?
Yes - Field names will be sanitized to be Avro compatible if not already

<!-- In the case of user-facing changes, please add the changelog label.
-->

---------

Co-authored-by: Kevin Liu <kevinjqliu@users.noreply.github.com>
---
 pyiceberg/schema.py                          |  22 +-
 pyiceberg/utils/schema_conversion.py         |  29 +-
 tests/integration/test_writes/test_writes.py | 131 +++++++++
 tests/test_avro_sanitization.py              | 269 +++++++++++++++++++
 4 files changed, 442 insertions(+), 9 deletions(-)
 create mode 100644 tests/test_avro_sanitization.py

diff --git a/pyiceberg/schema.py b/pyiceberg/schema.py
index 6333ace6e2..1eadc58361 100644
--- a/pyiceberg/schema.py
+++ b/pyiceberg/schema.py
@@ -78,6 +78,9 @@
 
 INITIAL_SCHEMA_ID = 0
 
+FIELD_ID_PROP = "field-id"
+ICEBERG_FIELD_NAME_PROP = "iceberg-field-name"
+
 
 class Schema(IcebergBaseModel):
     """A table Schema.
@@ -1356,6 +1359,21 @@ def primitive(self, primitive: PrimitiveType) -> PrimitiveType:
 
 # Implementation copied from Apache Iceberg repo.
 def make_compatible_name(name: str) -> str:
+    """Make a field name compatible with Avro specification.
+
+    This function sanitizes field names to comply with Avro naming rules:
+    - Names must start with [A-Za-z_]
+    - Subsequent characters must be [A-Za-z0-9_]
+
+    Invalid characters are replaced with _xHHHH where HHHH is the hex code.
+    Names starting with digits get a leading underscore.
+
+    Args:
+        name: The original field name
+
+    Returns:
+        A sanitized name that complies with Avro specification
+    """
     if not _valid_avro_name(name):
         return _sanitize_name(name)
     return name
@@ -1391,7 +1409,9 @@ def _sanitize_name(name: str) -> str:
 
 
 def _sanitize_char(character: str) -> str:
-    return "_" + character if character.isdigit() else "_x" + hex(ord(character))[2:].upper()
+    if character.isdigit():
+        return "_" + character
+    return "_x" + hex(ord(character))[2:].upper()
 
 
 def sanitize_column_names(schema: Schema) -> Schema:
diff --git a/pyiceberg/utils/schema_conversion.py b/pyiceberg/utils/schema_conversion.py
index 232b8f0094..551fa40156 100644
--- a/pyiceberg/utils/schema_conversion.py
+++ b/pyiceberg/utils/schema_conversion.py
@@ -26,7 +26,14 @@
     Union,
 )
 
-from pyiceberg.schema import Schema, SchemaVisitorPerPrimitiveType, visit
+from pyiceberg.schema import (
+    FIELD_ID_PROP,
+    ICEBERG_FIELD_NAME_PROP,
+    Schema,
+    SchemaVisitorPerPrimitiveType,
+    make_compatible_name,
+    visit,
+)
 from pyiceberg.types import (
     BinaryType,
     BooleanType,
@@ -225,13 +232,13 @@ def _convert_field(self, field: Dict[str, Any]) -> NestedField:
         Returns:
             The Iceberg equivalent field.
         """
-        if "field-id" not in field:
-            raise ValueError(f"Cannot convert field, missing field-id: {field}")
+        if FIELD_ID_PROP not in field:
+            raise ValueError(f"Cannot convert field, missing {FIELD_ID_PROP}: {field}")
 
         plain_type, required = self._resolve_union(field["type"])
 
         return NestedField(
-            field_id=field["field-id"],
+            field_id=field[FIELD_ID_PROP],
             name=field["name"],
             field_type=self._convert_schema(plain_type),
             required=required,
@@ -524,12 +531,18 @@ def field(self, field: NestedField, field_result: AvroType) -> AvroType:
         if isinstance(field_result, dict) and field_result.get("type") == "record":
             field_result["name"] = f"r{field.field_id}"
 
+        original_name = field.name
+        sanitized_name = make_compatible_name(original_name)
+
         result = {
-            "name": field.name,
-            "field-id": field.field_id,
+            "name": sanitized_name,
+            FIELD_ID_PROP: field.field_id,
             "type": field_result if field.required else ["null", field_result],
         }
 
+        if original_name != sanitized_name:
+            result[ICEBERG_FIELD_NAME_PROP] = original_name
+
         if field.write_default is not None:
             result["default"] = field.write_default
         elif field.optional:
@@ -564,8 +577,8 @@ def map(self, map_type: MapType, key_result: AvroType, value_result: AvroType) -
                     "type": "record",
                     "name": f"k{self.last_map_key_field_id}_v{self.last_map_value_field_id}",
                     "fields": [
-                        {"name": "key", "type": key_result, "field-id": self.last_map_key_field_id},
-                        {"name": "value", "type": value_result, "field-id": self.last_map_value_field_id},
+                        {"name": "key", "type": key_result, FIELD_ID_PROP: self.last_map_key_field_id},
+                        {"name": "value", "type": value_result, FIELD_ID_PROP: self.last_map_value_field_id},
                     ],
                 },
                 "logicalType": "map",
diff --git a/tests/integration/test_writes/test_writes.py b/tests/integration/test_writes/test_writes.py
index b73680e483..173ddf782b 100644
--- a/tests/integration/test_writes/test_writes.py
+++ b/tests/integration/test_writes/test_writes.py
@@ -1201,6 +1201,137 @@ def test_sanitize_character_partitioned(catalog: Catalog) -> None:
     assert len(tbl.scan().to_arrow()) == 22
 
 
+@pytest.mark.integration
+@pytest.mark.parametrize("catalog", [pytest.lazy_fixture("session_catalog")])
+def test_sanitize_character_partitioned_avro_bug(catalog: Catalog) -> None:
+    table_name = "default.test_table_partitioned_sanitized_character_avro"
+    try:
+        catalog.drop_table(table_name)
+    except NoSuchTableError:
+        pass
+
+    schema = Schema(
+        NestedField(id=1, name="😎", field_type=StringType(), required=False),
+    )
+
+    partition_spec = PartitionSpec(
+        PartitionField(
+            source_id=1,
+            field_id=1001,
+            transform=IdentityTransform(),
+            name="😎",
+        )
+    )
+
+    tbl = _create_table(
+        session_catalog=catalog,
+        identifier=table_name,
+        schema=schema,
+        partition_spec=partition_spec,
+        data=[
+            pa.Table.from_arrays(
+                [pa.array([str(i) for i in range(22)])], schema=pa.schema([pa.field("😎", pa.string(), nullable=False)])
+            )
+        ],
+    )
+
+    assert len(tbl.scan().to_arrow()) == 22
+
+    # verify that we can read the table with DuckDB
+    import duckdb
+
+    location = tbl.metadata_location
+    duckdb.sql("INSTALL iceberg; LOAD iceberg;")
+    # Configure S3 settings for DuckDB to match the catalog configuration
+    duckdb.sql("SET s3_endpoint='localhost:9000';")
+    duckdb.sql("SET s3_access_key_id='admin';")
+    duckdb.sql("SET s3_secret_access_key='password';")
+    duckdb.sql("SET s3_use_ssl=false;")
+    duckdb.sql("SET s3_url_style='path';")
+    result = duckdb.sql(f"SELECT * FROM iceberg_scan('{location}')").fetchall()
+    assert len(result) == 22
+
+
+@pytest.mark.integration
+@pytest.mark.parametrize("format_version", [1, 2])
+def test_cross_platform_special_character_compatibility(
+    spark: SparkSession, session_catalog: Catalog, format_version: int
+) -> None:
+    """Test cross-platform compatibility with special characters in column names."""
+    identifier = "default.test_cross_platform_special_characters"
+
+    # Test various special characters that need sanitization
+    special_characters = [
+        "😎",  # emoji - Java produces _xD83D_xDE0E, Python produces _x1F60E
+        "a.b",  # dot - both should produce a_x2Eb
+        "a#b",  # hash - both should produce a_x23b
+        "9x",  # starts with digit - both should produce _9x
+        "x_",  # valid - should remain unchanged
+        "letter/abc",  # slash - both should produce letter_x2Fabc
+    ]
+
+    for i, special_char in enumerate(special_characters):
+        table_name = f"{identifier}_{format_version}_{i}"
+        pyiceberg_table_name = f"{identifier}_pyiceberg_{format_version}_{i}"
+
+        try:
+            session_catalog.drop_table(table_name)
+        except Exception:
+            pass
+        try:
+            session_catalog.drop_table(pyiceberg_table_name)
+        except Exception:
+            pass
+
+        try:
+            # Test 1: Spark writes, PyIceberg reads
+            spark_df = spark.createDataFrame([("test_value",)], [special_char])
+            spark_df.writeTo(table_name).using("iceberg").createOrReplace()
+
+            # Read with PyIceberg table scan
+            tbl = session_catalog.load_table(table_name)
+            pyiceberg_df = tbl.scan().to_pandas()
+            assert len(pyiceberg_df) == 1
+            assert special_char in pyiceberg_df.columns
+            assert pyiceberg_df.iloc[0][special_char] == "test_value"
+
+            # Test 2: PyIceberg writes, Spark reads
+            from pyiceberg.schema import Schema
+            from pyiceberg.types import NestedField, StringType
+
+            schema = Schema(NestedField(field_id=1, name=special_char, field_type=StringType(), required=True))
+
+            tbl_pyiceberg = session_catalog.create_table(
+                identifier=pyiceberg_table_name, schema=schema, properties={"format-version": str(format_version)}
+            )
+
+            import pyarrow as pa
+
+            # Create PyArrow schema with required field to match Iceberg schema
+            pa_schema = pa.schema([pa.field(special_char, pa.string(), nullable=False)])
+            data = pa.Table.from_pydict({special_char: ["pyiceberg_value"]}, schema=pa_schema)
+            tbl_pyiceberg.append(data)
+
+            # Read with Spark
+            spark_df_read = spark.table(pyiceberg_table_name)
+            spark_result = spark_df_read.collect()
+
+            # Verify data integrity
+            assert len(spark_result) == 1
+            assert special_char in spark_df_read.columns
+            assert spark_result[0][special_char] == "pyiceberg_value"
+
+        finally:
+            try:
+                session_catalog.drop_table(table_name)
+            except Exception:
+                pass
+            try:
+                session_catalog.drop_table(pyiceberg_table_name)
+            except Exception:
+                pass
+
+
 @pytest.mark.integration
 @pytest.mark.parametrize("format_version", [1, 2])
 def test_table_write_subset_of_schema(session_catalog: Catalog, arrow_table_with_null: pa.Table, format_version: int) -> None:
diff --git a/tests/test_avro_sanitization.py b/tests/test_avro_sanitization.py
new file mode 100644
index 0000000000..0ca23e3165
--- /dev/null
+++ b/tests/test_avro_sanitization.py
@@ -0,0 +1,269 @@
+# type: ignore
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+
+import tempfile
+from typing import Any, Dict
+
+from fastavro import reader
+
+import pyiceberg.avro.file as avro
+from pyiceberg.io.pyarrow import PyArrowFileIO
+from pyiceberg.schema import ICEBERG_FIELD_NAME_PROP, Schema
+from pyiceberg.typedef import Record
+from pyiceberg.types import IntegerType, NestedField, StringType
+from pyiceberg.utils.schema_conversion import AvroSchemaConversion, AvroType
+
+
+class AvroTestRecord(Record):
+    """Test record class for Avro compatibility testing."""
+
+    @property
+    def valid_field(self) -> str:
+        return self._data[0]
+
+    @property
+    def invalid_field(self) -> int:
+        return self._data[1]
+
+    @property
+    def field_starting_with_digit(self) -> str:
+        return self._data[2]
+
+
+def test_comprehensive_field_name_sanitization() -> None:
+    """Test comprehensive field name sanitization including edge cases and Java compatibility."""
+
+    test_cases = [
+        # Java compatibility test cases
+        ("9x", "_9x"),
+        ("x_", "x_"),
+        ("a.b", "a_x2Eb"),
+        ("☃", "_x2603"),
+        ("a#b", "a_x23b"),
+        ("123", "_123"),
+        ("_", "_"),
+        ("a", "a"),
+        ("a1", "a1"),
+        ("1a", "_1a"),
+        ("a☃b", "a_x2603b"),
+        ("name#with#hash", "name_x23with_x23hash"),
+        ("123number", "_123number"),
+        ("😎", "_x1F60E"),
+        ("😎_with_text", "_x1F60E_with_text"),
+    ]
+
+    for original_name, expected_sanitized in test_cases:
+        schema = Schema(NestedField(field_id=1, name=original_name, field_type=StringType(), required=True))
+
+        avro_schema: AvroType = AvroSchemaConversion().iceberg_to_avro(schema)
+        avro_dict: Dict[str, Any] = avro_schema
+
+        assert avro_dict["fields"][0]["name"] == expected_sanitized
+
+        if original_name != expected_sanitized:
+            assert avro_dict["fields"][0][ICEBERG_FIELD_NAME_PROP] == original_name
+        else:
+            assert ICEBERG_FIELD_NAME_PROP not in avro_dict["fields"][0]
+
+
+def test_comprehensive_avro_compatibility() -> None:
+    """Test comprehensive Avro compatibility including complex schemas and file structure."""
+
+    # Create schema with various field name types
+    schema = Schema(
+        NestedField(field_id=1, name="valid_field", field_type=StringType(), required=True),
+        NestedField(field_id=2, name="invalid.field", field_type=IntegerType(), required=True),
+        NestedField(field_id=3, name="9x", field_type=StringType(), required=True),
+        NestedField(field_id=4, name="name#with#hash", field_type=StringType(), required=True),
+        NestedField(field_id=5, name="☃", field_type=IntegerType(), required=True),
+        NestedField(field_id=6, name="😎", field_type=IntegerType(), required=True),
+    )
+
+    test_records = [
+        AvroTestRecord("hello", 42, "test", "hash_value", 100, 200),
+        AvroTestRecord("goodbye", 99, "example", "another_hash", 200, 300),
+    ]
+
+    with tempfile.NamedTemporaryFile(suffix=".avro", delete=False) as tmp_file:
+        tmp_avro_file = tmp_file.name
+
+    try:
+        with avro.AvroOutputFile[AvroTestRecord](
+            output_file=PyArrowFileIO().new_output(tmp_avro_file),
+            file_schema=schema,
+            schema_name="test_schema",
+            metadata={"test": "metadata"},
+        ) as output_file:
+            output_file.write_block(test_records)
+
+        with open(tmp_avro_file, "rb") as fo:
+            # Test Avro file structure
+            magic = fo.read(4)
+            assert magic == b"Obj\x01"  # Avro magic bytes
+
+            import struct
+
+            metadata_length = struct.unpack(">I", fo.read(4))[0]
+            assert metadata_length > 0
+
+            fo.seek(0)
+            avro_reader = reader(fo)
+
+            avro_schema: AvroType = avro_reader.writer_schema
+            avro_dict: Dict[str, Any] = avro_schema
+            field_names = [field["name"] for field in avro_dict["fields"]]
+
+            # Expected sanitized names (matching Java implementation)
+            expected_field_names = [
+                "valid_field",
+                "invalid_x2Efield",
+                "_9x",
+                "name_x23with_x23hash",
+                "_x2603",
+                "_x1F60E",
+            ]
+
+            assert field_names == expected_field_names
+
+            # Verify iceberg-field-name properties
+            for field in avro_dict["fields"]:
+                field_dict: Dict[str, Any] = field
+                if field_dict["name"] == "invalid_x2Efield":
+                    assert "iceberg-field-name" in field_dict
+                    assert field_dict["iceberg-field-name"] == "invalid.field"
+                elif field_dict["name"] == "_9x":
+                    assert "iceberg-field-name" in field_dict
+                    assert field_dict["iceberg-field-name"] == "9x"
+                elif field_dict["name"] == "name_x23with_x23hash":
+                    assert "iceberg-field-name" in field_dict
+                    assert field_dict["iceberg-field-name"] == "name#with#hash"
+                elif field_dict["name"] == "_x2603":
+                    assert "iceberg-field-name" in field_dict
+                    assert field_dict["iceberg-field-name"] == "☃"
+                elif field_dict["name"] == "_x1F60E":
+                    assert "iceberg-field-name" in field_dict
+                    assert field_dict["iceberg-field-name"] == "😎"
+                else:
+                    assert "iceberg-field-name" not in field_dict
+
+            records = list(avro_reader)
+            assert len(records) == 2
+
+            # Verify data integrity
+            first_record = records[0]
+            assert first_record["valid_field"] == "hello"
+            assert first_record["invalid_x2Efield"] == 42
+            assert first_record["_9x"] == "test"
+            assert first_record["name_x23with_x23hash"] == "hash_value"
+            assert first_record["_x2603"] == 100
+            assert first_record["_x1F60E"] == 200
+
+            second_record = records[1]
+            assert second_record["valid_field"] == "goodbye"
+            assert second_record["invalid_x2Efield"] == 99
+            assert second_record["_9x"] == "example"
+            assert second_record["name_x23with_x23hash"] == "another_hash"
+            assert second_record["_x2603"] == 200
+            assert second_record["_x1F60E"] == 300
+
+            assert avro_reader.metadata.get("test") == "metadata"
+
+    finally:
+        import os
+
+        if os.path.exists(tmp_avro_file):
+            os.unlink(tmp_avro_file)
+
+
+def test_emoji_field_name_sanitization() -> None:
+    """Test that emoji field names are properly sanitized according to Java implementation."""
+
+    schema = Schema(
+        NestedField(field_id=1, name="😎", field_type=IntegerType(), required=True),
+        NestedField(field_id=2, name="valid_field", field_type=StringType(), required=True),
+        NestedField(field_id=3, name="😎_with_text", field_type=StringType(), required=True),
+    )
+
+    avro_schema: AvroType = AvroSchemaConversion().iceberg_to_avro(schema, schema_name="emoji_test")
+    avro_dict: Dict[str, Any] = avro_schema
+
+    field_names = [field["name"] for field in avro_dict["fields"]]
+    expected_field_names = [
+        "_x1F60E",  # 😎 becomes _x1F60E (Unicode 0x1F60E)
+        "valid_field",
+        "_x1F60E_with_text",
+    ]
+
+    assert field_names == expected_field_names
+
+    for field in avro_dict["fields"]:
+        field_dict: Dict[str, Any] = field
+        if field_dict["name"] == "_x1F60E":
+            assert field_dict["iceberg-field-name"] == "😎"
+        elif field_dict["name"] == "_x1F60E_with_text":
+            assert field_dict["iceberg-field-name"] == "😎_with_text"
+        else:
+            assert "iceberg-field-name" not in field_dict
+
+    test_records = [
+        AvroTestRecord(42, "hello", "world"),
+    ]
+
+    with tempfile.NamedTemporaryFile(suffix=".avro", delete=False) as tmp_file:
+        tmp_avro_file = tmp_file.name
+
+    try:
+        with avro.AvroOutputFile[AvroTestRecord](
+            output_file=PyArrowFileIO().new_output(tmp_avro_file),
+            file_schema=schema,
+            schema_name="emoji_test",
+        ) as output_file:
+            output_file.write_block(test_records)
+
+        with open(tmp_avro_file, "rb") as fo:
+            avro_reader = reader(fo)
+
+            avro_schema_reader: AvroType = avro_reader.writer_schema
+            avro_dict_reader: Dict[str, Any] = avro_schema_reader
+            field_names_reader = [field["name"] for field in avro_dict_reader["fields"]]
+
+            assert field_names_reader == expected_field_names
+
+            for field in avro_dict_reader["fields"]:
+                field_dict_reader: Dict[str, Any] = field
+                if field_dict_reader["name"] == "_x1F60E":
+                    assert field_dict_reader["iceberg-field-name"] == "😎"
+                elif field_dict_reader["name"] == "_x1F60E_with_text":
+                    assert field_dict_reader["iceberg-field-name"] == "😎_with_text"
+                else:
+                    assert "iceberg-field-name" not in field_dict_reader
+
+            records = list(avro_reader)
+            assert len(records) == 1
+
+            first_record = records[0]
+            assert first_record["_x1F60E"] == 42
+            assert first_record["valid_field"] == "hello"
+            assert first_record["_x1F60E_with_text"] == "world"
+
+    finally:
+        import os
+
+        if os.path.exists(tmp_avro_file):
+            os.unlink(tmp_avro_file)

From 98ed3115950dae95b3bd05c6dc0fb0c0e6e1199f Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Thu, 7 Aug 2025 08:18:00 +0200
Subject: [PATCH 331/357] Convert `_get_column_projection_values` to use
 Field-IDs (#2293)

# Rationale for this change

This is a refactor of the `_get_column_projection_values` to rely on
field-IDs rather than names. Field IDs will never change, while
partitions and column names can be updated in a tables' lifetime.

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/expressions/visitors.py             | 19 +++---
 pyiceberg/io/pyarrow.py                       | 65 +++++++------------
 tests/conftest.py                             |  4 +-
 tests/expressions/test_visitors.py            | 35 ++++++++--
 .../test_writes/test_partitioned_writes.py    |  4 +-
 tests/io/test_pyarrow.py                      | 26 +++++---
 6 files changed, 87 insertions(+), 66 deletions(-)

diff --git a/pyiceberg/expressions/visitors.py b/pyiceberg/expressions/visitors.py
index 99cbc0fb66..779f2b476f 100644
--- a/pyiceberg/expressions/visitors.py
+++ b/pyiceberg/expressions/visitors.py
@@ -861,7 +861,7 @@ class _ColumnNameTranslator(BooleanExpressionVisitor[BooleanExpression]):
     Args:
       file_schema (Schema): The schema of the file.
       case_sensitive (bool): Whether to consider case when binding a reference to a field in a schema, defaults to True.
-      projected_field_values (Dict[str, Any]): Values for projected fields not present in the data file.
+      projected_field_values (Dict[int, Any]): Values for projected fields not present in the data file.
 
     Raises:
         TypeError: In the case of an UnboundPredicate.
@@ -870,12 +870,12 @@ class _ColumnNameTranslator(BooleanExpressionVisitor[BooleanExpression]):
 
     file_schema: Schema
     case_sensitive: bool
-    projected_field_values: Dict[str, Any]
+    projected_field_values: Dict[int, Any]
 
-    def __init__(self, file_schema: Schema, case_sensitive: bool, projected_field_values: Dict[str, Any] = EMPTY_DICT) -> None:
+    def __init__(self, file_schema: Schema, case_sensitive: bool, projected_field_values: Dict[int, Any] = EMPTY_DICT) -> None:
         self.file_schema = file_schema
         self.case_sensitive = case_sensitive
-        self.projected_field_values = projected_field_values or {}
+        self.projected_field_values = projected_field_values
 
     def visit_true(self) -> BooleanExpression:
         return AlwaysTrue()
@@ -897,7 +897,8 @@ def visit_unbound_predicate(self, predicate: UnboundPredicate[L]) -> BooleanExpr
 
     def visit_bound_predicate(self, predicate: BoundPredicate[L]) -> BooleanExpression:
         field = predicate.term.ref().field
-        file_column_name = self.file_schema.find_column_name(field.field_id)
+        field_id = field.field_id
+        file_column_name = self.file_schema.find_column_name(field_id)
 
         if file_column_name is None:
             # In the case of schema evolution or column projection, the field might not be present in the file schema.
@@ -915,8 +916,10 @@ def visit_bound_predicate(self, predicate: BoundPredicate[L]) -> BooleanExpressi
             # In the order described by the "Column Projection" section of the Iceberg spec:
             # https://iceberg.apache.org/spec/#column-projection
             # Evaluate column projection first if it exists
-            if projected_field_value := self.projected_field_values.get(field.name):
-                if expression_evaluator(Schema(field), pred, case_sensitive=self.case_sensitive)(Record(projected_field_value)):
+            if field_id in self.projected_field_values:
+                if expression_evaluator(Schema(field), pred, case_sensitive=self.case_sensitive)(
+                    Record(self.projected_field_values[field_id])
+                ):
                     return AlwaysTrue()
 
             # Evaluate initial_default value
@@ -937,7 +940,7 @@ def visit_bound_predicate(self, predicate: BoundPredicate[L]) -> BooleanExpressi
 
 
 def translate_column_names(
-    expr: BooleanExpression, file_schema: Schema, case_sensitive: bool, projected_field_values: Dict[str, Any] = EMPTY_DICT
+    expr: BooleanExpression, file_schema: Schema, case_sensitive: bool, projected_field_values: Dict[int, Any] = EMPTY_DICT
 ) -> BooleanExpression:
     return visit(expr, _ColumnNameTranslator(file_schema, case_sensitive, projected_field_values))
 
diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index e6992843ca..cee2ccac72 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -131,7 +131,6 @@
 )
 from pyiceberg.partitioning import PartitionField, PartitionFieldValue, PartitionKey, PartitionSpec, partition_record_value
 from pyiceberg.schema import (
-    Accessor,
     PartnerAccessor,
     PreOrderSchemaVisitor,
     Schema,
@@ -1402,41 +1401,23 @@ def _field_id(self, field: pa.Field) -> int:
 
 def _get_column_projection_values(
     file: DataFile, projected_schema: Schema, partition_spec: Optional[PartitionSpec], file_project_field_ids: Set[int]
-) -> Tuple[bool, Dict[str, Any]]:
+) -> Dict[int, Any]:
     """Apply Column Projection rules to File Schema."""
     project_schema_diff = projected_schema.field_ids.difference(file_project_field_ids)
-    should_project_columns = len(project_schema_diff) > 0
-    projected_missing_fields: Dict[str, Any] = {}
+    if len(project_schema_diff) == 0 or partition_spec is None:
+        return EMPTY_DICT
 
-    if not should_project_columns:
-        return False, {}
-
-    partition_schema: StructType
-    accessors: Dict[int, Accessor]
-
-    if partition_spec is not None:
-        partition_schema = partition_spec.partition_type(projected_schema)
-        accessors = build_position_accessors(partition_schema)
-    else:
-        return False, {}
+    partition_schema = partition_spec.partition_type(projected_schema)
+    accessors = build_position_accessors(partition_schema)
 
+    projected_missing_fields = {}
     for field_id in project_schema_diff:
         for partition_field in partition_spec.fields_by_source_id(field_id):
             if isinstance(partition_field.transform, IdentityTransform):
-                accessor = accessors.get(partition_field.field_id)
-
-                if accessor is None:
-                    continue
+                if partition_value := accessors[partition_field.field_id].get(file.partition):
+                    projected_missing_fields[field_id] = partition_value
 
-                # The partition field may not exist in the partition record of the data file.
-                # This can happen when new partition fields are introduced after the file was written.
-                try:
-                    if partition_value := accessor.get(file.partition):
-                        projected_missing_fields[partition_field.name] = partition_value
-                except IndexError:
-                    continue
-
-    return True, projected_missing_fields
+    return projected_missing_fields
 
 
 def _task_to_record_batches(
@@ -1460,9 +1441,8 @@ def _task_to_record_batches(
         # the table format version.
         file_schema = pyarrow_to_schema(physical_schema, name_mapping, downcast_ns_timestamp_to_us=True)
 
-        # Apply column projection rules
-        # https://iceberg.apache.org/spec/#column-projection
-        should_project_columns, projected_missing_fields = _get_column_projection_values(
+        # Apply column projection rules: https://iceberg.apache.org/spec/#column-projection
+        projected_missing_fields = _get_column_projection_values(
             task.file, projected_schema, partition_spec, file_schema.field_ids
         )
 
@@ -1517,16 +1497,9 @@ def _task_to_record_batches(
                 file_project_schema,
                 current_batch,
                 downcast_ns_timestamp_to_us=True,
+                projected_missing_fields=projected_missing_fields,
             )
 
-            # Inject projected column values if available
-            if should_project_columns:
-                for name, value in projected_missing_fields.items():
-                    index = result_batch.schema.get_field_index(name)
-                    if index != -1:
-                        arr = pa.repeat(value, result_batch.num_rows)
-                        result_batch = result_batch.set_column(index, name, arr)
-
             yield result_batch
 
 
@@ -1696,7 +1669,7 @@ def _record_batches_from_scan_tasks_and_deletes(
                 deletes_per_file.get(task.file.file_path),
                 self._case_sensitive,
                 self._table_metadata.name_mapping(),
-                self._table_metadata.spec(),
+                self._table_metadata.specs().get(task.file.spec_id),
             )
             for batch in batches:
                 if self._limit is not None:
@@ -1714,12 +1687,15 @@ def _to_requested_schema(
     batch: pa.RecordBatch,
     downcast_ns_timestamp_to_us: bool = False,
     include_field_ids: bool = False,
+    projected_missing_fields: Dict[int, Any] = EMPTY_DICT,
 ) -> pa.RecordBatch:
     # We could reuse some of these visitors
     struct_array = visit_with_partner(
         requested_schema,
         batch,
-        ArrowProjectionVisitor(file_schema, downcast_ns_timestamp_to_us, include_field_ids),
+        ArrowProjectionVisitor(
+            file_schema, downcast_ns_timestamp_to_us, include_field_ids, projected_missing_fields=projected_missing_fields
+        ),
         ArrowAccessor(file_schema),
     )
     return pa.RecordBatch.from_struct_array(struct_array)
@@ -1730,6 +1706,7 @@ class ArrowProjectionVisitor(SchemaWithPartnerVisitor[pa.Array, Optional[pa.Arra
     _include_field_ids: bool
     _downcast_ns_timestamp_to_us: bool
     _use_large_types: Optional[bool]
+    _projected_missing_fields: Dict[int, Any]
 
     def __init__(
         self,
@@ -1737,11 +1714,13 @@ def __init__(
         downcast_ns_timestamp_to_us: bool = False,
         include_field_ids: bool = False,
         use_large_types: Optional[bool] = None,
+        projected_missing_fields: Dict[int, Any] = EMPTY_DICT,
     ) -> None:
         self._file_schema = file_schema
         self._include_field_ids = include_field_ids
         self._downcast_ns_timestamp_to_us = downcast_ns_timestamp_to_us
         self._use_large_types = use_large_types
+        self._projected_missing_fields = projected_missing_fields
 
         if use_large_types is not None:
             deprecation_message(
@@ -1821,7 +1800,9 @@ def struct(
             elif field.optional or field.initial_default is not None:
                 # When an optional field is added, or when a required field with a non-null initial default is added
                 arrow_type = schema_to_pyarrow(field.field_type, include_field_ids=self._include_field_ids)
-                if field.initial_default is None:
+                if projected_value := self._projected_missing_fields.get(field.field_id):
+                    field_arrays.append(pa.repeat(pa.scalar(projected_value, type=arrow_type), len(struct_array)))
+                elif field.initial_default is None:
                     field_arrays.append(pa.nulls(len(struct_array), type=arrow_type))
                 else:
                     field_arrays.append(pa.repeat(field.initial_default, len(struct_array)))
diff --git a/tests/conftest.py b/tests/conftest.py
index c01ccc979c..16c9e06dac 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -2375,8 +2375,10 @@ def data_file(table_schema_simple: Schema, tmp_path: str) -> str:
 
 @pytest.fixture
 def example_task(data_file: str) -> FileScanTask:
+    datafile = DataFile.from_args(file_path=data_file, file_format=FileFormat.PARQUET, file_size_in_bytes=1925)
+    datafile.spec_id = 0
     return FileScanTask(
-        data_file=DataFile.from_args(file_path=data_file, file_format=FileFormat.PARQUET, file_size_in_bytes=1925),
+        data_file=datafile,
     )
 
 
diff --git a/tests/expressions/test_visitors.py b/tests/expressions/test_visitors.py
index f02aadfe44..997cc7f7d7 100644
--- a/tests/expressions/test_visitors.py
+++ b/tests/expressions/test_visitors.py
@@ -1730,6 +1730,33 @@ def test_translate_column_names_missing_column_match_null() -> None:
     assert translated_expr == AlwaysTrue()
 
 
+def test_translate_column_names_missing_column_match_explicit_null() -> None:
+    """Test translate_column_names when missing column matches null."""
+    # Original schema
+    original_schema = Schema(
+        NestedField(field_id=1, name="existing_col", field_type=StringType(), required=False),
+        NestedField(field_id=2, name="missing_col", field_type=IntegerType(), required=False),
+        schema_id=1,
+    )
+
+    # Create bound expression for the missing column
+    unbound_expr = IsNull("missing_col")
+    bound_expr = visit(unbound_expr, visitor=BindVisitor(schema=original_schema, case_sensitive=True))
+
+    # File schema only has the existing column (field_id=1), missing field_id=2
+    file_schema = Schema(
+        NestedField(field_id=1, name="existing_col", field_type=StringType(), required=False),
+        schema_id=1,
+    )
+
+    # Translate column names
+    translated_expr = translate_column_names(bound_expr, file_schema, case_sensitive=True, projected_field_values={2: None})
+
+    # Should evaluate to AlwaysTrue because the missing column is treated as null
+    # missing_col's default initial_default (None) satisfies the IsNull predicate
+    assert translated_expr == AlwaysTrue()
+
+
 def test_translate_column_names_missing_column_with_initial_default() -> None:
     """Test translate_column_names when missing column's initial_default matches expression."""
     # Original schema
@@ -1801,7 +1828,7 @@ def test_translate_column_names_missing_column_with_projected_field_matches() ->
     )
 
     # Projected column that is missing in the file schema
-    projected_field_values = {"missing_col": 42}
+    projected_field_values = {2: 42}
 
     # Translate column names
     translated_expr = translate_column_names(
@@ -1833,7 +1860,7 @@ def test_translate_column_names_missing_column_with_projected_field_mismatch() -
     )
 
     # Projected column that is missing in the file schema
-    projected_field_values = {"missing_col": 1}
+    projected_field_values = {2: 1}
 
     # Translate column names
     translated_expr = translate_column_names(
@@ -1864,7 +1891,7 @@ def test_translate_column_names_missing_column_projected_field_fallbacks_to_init
     )
 
     # Projected field value that differs from both the expression literal and initial_default
-    projected_field_values = {"missing_col": 10}  # This doesn't match expression literal (42)
+    projected_field_values = {2: 10}  # This doesn't match expression literal (42)
 
     # Translate column names
     translated_expr = translate_column_names(
@@ -1895,7 +1922,7 @@ def test_translate_column_names_missing_column_projected_field_matches_initial_d
     )
 
     # Projected field value that matches the expression literal
-    projected_field_values = {"missing_col": 10}  # This doesn't match expression literal (42)
+    projected_field_values = {2: 10}  # This doesn't match expression literal (42)
 
     # Translate column names
     translated_expr = translate_column_names(
diff --git a/tests/integration/test_writes/test_partitioned_writes.py b/tests/integration/test_writes/test_partitioned_writes.py
index b2f6ad410d..e9698067c1 100644
--- a/tests/integration/test_writes/test_partitioned_writes.py
+++ b/tests/integration/test_writes/test_partitioned_writes.py
@@ -711,8 +711,10 @@ def test_dynamic_partition_overwrite_evolve_partition(spark: SparkSession, sessi
     )
 
     identifier = f"default.partitioned_{format_version}_test_dynamic_partition_overwrite_evolve_partition"
-    with pytest.raises(NoSuchTableError):
+    try:
         session_catalog.drop_table(identifier)
+    except NoSuchTableError:
+        pass
 
     tbl = session_catalog.create_table(
         identifier=identifier,
diff --git a/tests/io/test_pyarrow.py b/tests/io/test_pyarrow.py
index ac16ef18f6..f5c3082edc 100644
--- a/tests/io/test_pyarrow.py
+++ b/tests/io/test_pyarrow.py
@@ -970,6 +970,10 @@ def file_map(schema_map: Schema, tmpdir: str) -> str:
 def project(
     schema: Schema, files: List[str], expr: Optional[BooleanExpression] = None, table_schema: Optional[Schema] = None
 ) -> pa.Table:
+    def _set_spec_id(datafile: DataFile) -> DataFile:
+        datafile.spec_id = 0
+        return datafile
+
     return ArrowScan(
         table_metadata=TableMetadataV2(
             location="file://a/b/",
@@ -985,13 +989,15 @@ def project(
     ).to_table(
         tasks=[
             FileScanTask(
-                DataFile.from_args(
-                    content=DataFileContent.DATA,
-                    file_path=file,
-                    file_format=FileFormat.PARQUET,
-                    partition={},
-                    record_count=3,
-                    file_size_in_bytes=3,
+                _set_spec_id(
+                    DataFile.from_args(
+                        content=DataFileContent.DATA,
+                        file_path=file,
+                        file_format=FileFormat.PARQUET,
+                        partition={},
+                        record_count=3,
+                        file_size_in_bytes=3,
+                    )
                 )
             )
             for file in files
@@ -1189,7 +1195,7 @@ def test_identity_transform_column_projection(tmp_path: str, catalog: InMemoryCa
         with transaction.update_snapshot().overwrite() as update:
             update.append_data_file(unpartitioned_file)
 
-    schema = pa.schema([("other_field", pa.string()), ("partition_id", pa.int64())])
+    schema = pa.schema([("other_field", pa.string()), ("partition_id", pa.int32())])
     assert table.scan().to_arrow() == pa.table(
         {
             "other_field": ["foo", "bar", "baz"],
@@ -1264,8 +1270,8 @@ def test_identity_transform_columns_projection(tmp_path: str, catalog: InMemoryC
         str(table.scan().to_arrow())
         == """pyarrow.Table
 field_1: string
-field_2: int64
-field_3: int64
+field_2: int32
+field_3: int32
 ----
 field_1: [["foo"]]
 field_2: [[2]]

From a3baa9cdcbef5d35c93469dcbe2e1f4ed972878d Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Thu, 7 Aug 2025 19:42:36 +0200
Subject: [PATCH 332/357] Pass in type explicitly for `initial-default` (#2296)

# Rationale for this change

I noticed we just passed in the value, without setting the type
explicitly. By default, PyArrow will for example upscale 1 to an int64
field, while the column is of type int32 in the table.

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/io/pyarrow.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index cee2ccac72..2fdee17441 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -1805,7 +1805,7 @@ def struct(
                 elif field.initial_default is None:
                     field_arrays.append(pa.nulls(len(struct_array), type=arrow_type))
                 else:
-                    field_arrays.append(pa.repeat(field.initial_default, len(struct_array)))
+                    field_arrays.append(pa.repeat(pa.scalar(field.initial_default, type=arrow_type), len(struct_array)))
                 fields.append(self._construct_field(field, arrow_type))
             else:
                 raise ResolveError(f"Field is required, and could not be found in the file: {field}")

From 335429755f17f2fe87160c15e6bcd32b917d6b75 Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Thu, 7 Aug 2025 20:36:15 +0200
Subject: [PATCH 333/357] Bump Poetry to 2.1.4 (#2297)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 1f67b6ae52..6bc55e94aa 100644
--- a/Makefile
+++ b/Makefile
@@ -28,7 +28,7 @@ else
   TEST_RUNNER = poetry run
 endif
 
-POETRY_VERSION = 2.1.3
+POETRY_VERSION = 2.1.4
 
 # ============
 # Help Section

From ca053d9c2d85818596e48b135bd181b31c6cd96d Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Thu, 7 Aug 2025 20:47:03 +0200
Subject: [PATCH 334/357] Enable add tests migrated Hive tables (#2295)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->

---------

Co-authored-by: Kevin Liu <kevinjqliu@users.noreply.github.com>
---
 pyiceberg/expressions/visitors.py        | 16 +++----
 tests/expressions/test_visitors.py       | 58 ++++--------------------
 tests/integration/test_hive_migration.py | 11 ++---
 3 files changed, 18 insertions(+), 67 deletions(-)

diff --git a/pyiceberg/expressions/visitors.py b/pyiceberg/expressions/visitors.py
index 779f2b476f..a6268c0d48 100644
--- a/pyiceberg/expressions/visitors.py
+++ b/pyiceberg/expressions/visitors.py
@@ -915,17 +915,13 @@ def visit_bound_predicate(self, predicate: BoundPredicate[L]) -> BooleanExpressi
 
             # In the order described by the "Column Projection" section of the Iceberg spec:
             # https://iceberg.apache.org/spec/#column-projection
-            # Evaluate column projection first if it exists
-            if field_id in self.projected_field_values:
-                if expression_evaluator(Schema(field), pred, case_sensitive=self.case_sensitive)(
-                    Record(self.projected_field_values[field_id])
-                ):
-                    return AlwaysTrue()
-
-            # Evaluate initial_default value
+            # Evaluate column projection first if it exists, otherwise default to the initial-default-value
+            field_value = (
+                self.projected_field_values[field_id] if field.field_id in self.projected_field_values else field.initial_default
+            )
             return (
                 AlwaysTrue()
-                if expression_evaluator(Schema(field), pred, case_sensitive=self.case_sensitive)(Record(field.initial_default))
+                if expression_evaluator(Schema(field), pred, case_sensitive=self.case_sensitive)(Record(field_value))
                 else AlwaysFalse()
             )
 
@@ -940,7 +936,7 @@ def visit_bound_predicate(self, predicate: BoundPredicate[L]) -> BooleanExpressi
 
 
 def translate_column_names(
-    expr: BooleanExpression, file_schema: Schema, case_sensitive: bool, projected_field_values: Dict[int, Any] = EMPTY_DICT
+    expr: BooleanExpression, file_schema: Schema, case_sensitive: bool = True, projected_field_values: Dict[int, Any] = EMPTY_DICT
 ) -> BooleanExpression:
     return visit(expr, _ColumnNameTranslator(file_schema, case_sensitive, projected_field_values))
 
diff --git a/tests/expressions/test_visitors.py b/tests/expressions/test_visitors.py
index 997cc7f7d7..d0b6ab5ab4 100644
--- a/tests/expressions/test_visitors.py
+++ b/tests/expressions/test_visitors.py
@@ -1750,7 +1750,7 @@ def test_translate_column_names_missing_column_match_explicit_null() -> None:
     )
 
     # Translate column names
-    translated_expr = translate_column_names(bound_expr, file_schema, case_sensitive=True, projected_field_values={2: None})
+    translated_expr = translate_column_names(bound_expr, file_schema, projected_field_values={2: None})
 
     # Should evaluate to AlwaysTrue because the missing column is treated as null
     # missing_col's default initial_default (None) satisfies the IsNull predicate
@@ -1828,12 +1828,7 @@ def test_translate_column_names_missing_column_with_projected_field_matches() ->
     )
 
     # Projected column that is missing in the file schema
-    projected_field_values = {2: 42}
-
-    # Translate column names
-    translated_expr = translate_column_names(
-        bound_expr, file_schema, case_sensitive=True, projected_field_values=projected_field_values
-    )
+    translated_expr = translate_column_names(bound_expr, file_schema, projected_field_values={2: 42})
 
     # Should evaluate to AlwaysTrue since projected field value matches the expression literal
     # even though the field is missing in the file schema
@@ -1860,18 +1855,13 @@ def test_translate_column_names_missing_column_with_projected_field_mismatch() -
     )
 
     # Projected column that is missing in the file schema
-    projected_field_values = {2: 1}
-
-    # Translate column names
-    translated_expr = translate_column_names(
-        bound_expr, file_schema, case_sensitive=True, projected_field_values=projected_field_values
-    )
+    translated_expr = translate_column_names(bound_expr, file_schema, projected_field_values={2: 1})
 
     # Should evaluate to AlwaysFalse since projected field value does not match the expression literal
     assert translated_expr == AlwaysFalse()
 
 
-def test_translate_column_names_missing_column_projected_field_fallbacks_to_initial_default() -> None:
+def test_translate_column_names_missing_column_projected_field_ignores_initial_default() -> None:
     """Test translate_column_names when projected field value doesn't match but initial_default does."""
     # Original schema with a field that has an initial_default
     original_schema = Schema(
@@ -1891,43 +1881,11 @@ def test_translate_column_names_missing_column_projected_field_fallbacks_to_init
     )
 
     # Projected field value that differs from both the expression literal and initial_default
-    projected_field_values = {2: 10}  # This doesn't match expression literal (42)
-
-    # Translate column names
-    translated_expr = translate_column_names(
-        bound_expr, file_schema, case_sensitive=True, projected_field_values=projected_field_values
-    )
-
-    # Should evaluate to AlwaysTrue since projected field value doesn't match but initial_default does
-    assert translated_expr == AlwaysTrue()
-
-
-def test_translate_column_names_missing_column_projected_field_matches_initial_default_mismatch() -> None:
-    """Test translate_column_names when both projected field value and initial_default doesn't match."""
-    # Original schema with a field that has an initial_default that doesn't match the expression
-    original_schema = Schema(
-        NestedField(field_id=1, name="existing_col", field_type=StringType(), required=False),
-        NestedField(field_id=2, name="missing_col", field_type=IntegerType(), required=False, initial_default=10),
-        schema_id=1,
-    )
-
-    # Create bound expression for the missing column
-    unbound_expr = EqualTo("missing_col", 42)
-    bound_expr = visit(unbound_expr, visitor=BindVisitor(schema=original_schema, case_sensitive=True))
-
-    # File schema only has the existing column (field_id=1), missing field_id=2
-    file_schema = Schema(
-        NestedField(field_id=1, name="existing_col", field_type=StringType(), required=False),
-        schema_id=1,
-    )
-
-    # Projected field value that matches the expression literal
-    projected_field_values = {2: 10}  # This doesn't match expression literal (42)
-
-    # Translate column names
     translated_expr = translate_column_names(
-        bound_expr, file_schema, case_sensitive=True, projected_field_values=projected_field_values
+        bound_expr,
+        file_schema,
+        projected_field_values={2: 10},  # This doesn't match expression literal (42)
     )
 
-    # Should evaluate to AlwaysFalse since both projected field value and initial_default does not match
+    # Should evaluate to AlwaysFalse since projected field value doesn't match the expression literal
     assert translated_expr == AlwaysFalse()
diff --git a/tests/integration/test_hive_migration.py b/tests/integration/test_hive_migration.py
index 060450731e..51386d56c4 100644
--- a/tests/integration/test_hive_migration.py
+++ b/tests/integration/test_hive_migration.py
@@ -15,6 +15,7 @@
 # specific language governing permissions and limitations
 # under the License.
 import time
+from datetime import date
 
 import pytest
 from pyspark.sql import SparkSession
@@ -75,12 +76,8 @@ def test_migrate_table(
     tbl = session_catalog_hive.load_table(dst_table_identifier)
     assert tbl.schema().column_names == ["number", "dt"]
 
-    # TODO: Returns the primitive type (int), rather than the logical type
-    # assert set(tbl.scan().to_arrow().column(1).combine_chunks().tolist()) == {'2022-01-01', '2023-01-01'}
-
+    assert set(tbl.scan().to_arrow().column(1).combine_chunks().tolist()) == {date(2023, 1, 1), date(2022, 1, 1)}
     assert tbl.scan(row_filter="number > 3").to_arrow().column(0).combine_chunks().tolist() == [4, 5, 6]
-
     assert tbl.scan(row_filter="dt == '2023-01-01'").to_arrow().column(0).combine_chunks().tolist() == [4, 5, 6]
-
-    # TODO: Issue with filtering the projected column
-    # assert tbl.scan(row_filter="dt == '2022-01-01'").to_arrow().column(0).combine_chunks().tolist() == [1, 2, 3]
+    assert tbl.scan(row_filter="dt == '2022-01-01'").to_arrow().column(0).combine_chunks().tolist() == [1, 2, 3]
+    assert tbl.scan(row_filter="dt < '2022-02-01'").to_arrow().column(0).combine_chunks().tolist() == [1, 2, 3]

From d3263cd00fd10a46fe216386f73fd6250125f46c Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Thu, 7 Aug 2025 21:19:47 +0200
Subject: [PATCH 335/357] Minor cleanup (#2298)

# Rationale for this change

Missed this in another PR

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/io/pyarrow.py | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index 2fdee17441..cde6d94709 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -1492,7 +1492,7 @@ def _task_to_record_batches(
 
                 current_batch = table.combine_chunks().to_batches()[0]
 
-            result_batch = _to_requested_schema(
+            yield _to_requested_schema(
                 projected_schema,
                 file_project_schema,
                 current_batch,
@@ -1500,8 +1500,6 @@ def _task_to_record_batches(
                 projected_missing_fields=projected_missing_fields,
             )
 
-            yield result_batch
-
 
 def _read_all_delete_files(io: FileIO, tasks: Iterable[FileScanTask]) -> Dict[str, List[ChunkedArray]]:
     deletes_per_file: Dict[str, List[ChunkedArray]] = {}

From 788b8e97fd4201a77b4bb427874a35395033a834 Mon Sep 17 00:00:00 2001
From: Alex Stephen <1325798+rambleraptor@users.noreply.github.com>
Date: Thu, 7 Aug 2025 14:01:57 -0700
Subject: [PATCH 336/357] Update `__repr__` for `initial-default` and
 `write-default` (#2287)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
Closes #1853

This adds a new repr function that ensures that `initial-default` and
`write-default` will not appear if they are None. Unfortunately, this
functionality isn't baked into Pydantic.

# Rationale for this change
__repr__ changes may be breaking.

# Are these changes tested?
Tests included.

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/types.py  | 19 +++++++++++++++++--
 tests/test_types.py | 15 +++++++++++++++
 2 files changed, 32 insertions(+), 2 deletions(-)

diff --git a/pyiceberg/types.py b/pyiceberg/types.py
index 5822597952..6872663f84 100644
--- a/pyiceberg/types.py
+++ b/pyiceberg/types.py
@@ -340,8 +340,8 @@ class NestedField(IcebergType):
     field_type: SerializeAsAny[IcebergType] = Field(alias="type")
     required: bool = Field(default=False)
     doc: Optional[str] = Field(default=None, repr=False)
-    initial_default: Optional[DefaultValue] = Field(alias="initial-default", default=None, repr=False)  # type: ignore
-    write_default: Optional[DefaultValue] = Field(alias="write-default", default=None, repr=False)  # type: ignore
+    initial_default: Optional[DefaultValue] = Field(alias="initial-default", default=None, repr=True)  # type: ignore
+    write_default: Optional[DefaultValue] = Field(alias="write-default", default=None, repr=True)  # type: ignore
 
     @field_validator("field_type", mode="before")
     def convert_field_type(cls, v: Any) -> IcebergType:
@@ -401,6 +401,21 @@ def __str__(self) -> str:
         req = "required" if self.required else "optional"
         return f"{self.field_id}: {self.name}: {req} {self.field_type}{doc}"
 
+    def __repr__(self) -> str:
+        """Return the string representation of the NestedField class."""
+        parts = [
+            f"field_id={self.field_id}",
+            f"name={self.name!r}",
+            f"field_type={self.field_type!r}",
+            f"required={self.required}",
+        ]
+        if self.initial_default is not None:
+            parts.append(f"initial_default={self.initial_default!r}")
+        if self.write_default is not None:
+            parts.append(f"write_default={self.write_default!r}")
+
+        return f"NestedField({', '.join(parts)})"
+
     def __getnewargs__(self) -> Tuple[int, str, IcebergType, bool, Optional[str]]:
         """Pickle the NestedField class."""
         return (self.field_id, self.name, self.field_type, self.required, self.doc)
diff --git a/tests/test_types.py b/tests/test_types.py
index 2527f0e822..18eb909d09 100644
--- a/tests/test_types.py
+++ b/tests/test_types.py
@@ -525,6 +525,21 @@ def test_repr_decimal() -> None:
     assert repr(DecimalType(19, 25)) == "DecimalType(precision=19, scale=25)"
 
 
+def test_repr_nested_field_default_nones_should_not_appear() -> None:
+    assert (
+        repr(NestedField(1, "required_field", StringType(), required=False, initial_default=None, write_default=None))
+        == "NestedField(field_id=1, name='required_field', field_type=StringType(), required=False)"
+    )
+    assert (
+        repr(NestedField(1, "required_field", StringType(), required=False, initial_default="hello", write_default=None))
+        == "NestedField(field_id=1, name='required_field', field_type=StringType(), required=False, initial_default='hello')"
+    )
+    assert (
+        repr(NestedField(1, "required_field", StringType(), required=False, initial_default="hello", write_default="bye"))
+        == "NestedField(field_id=1, name='required_field', field_type=StringType(), required=False, initial_default='hello', write_default='bye')"
+    )
+
+
 def test_serialization_nestedfield() -> None:
     expected = '{"id":1,"name":"required_field","type":"string","required":true,"doc":"this is a doc"}'
     actual = NestedField(1, "required_field", StringType(), True, "this is a doc").model_dump_json()

From ad170d6508076718e4ab4f9aa362e243cca4a6cd Mon Sep 17 00:00:00 2001
From: Alex Stephen <1325798+rambleraptor@users.noreply.github.com>
Date: Thu, 7 Aug 2025 14:06:03 -0700
Subject: [PATCH 337/357] Support reading nanoseconds from PyArrow (#2294)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
Closes #2270
Related to #1045

# Rationale for this change
This allows us to read nanosecond information from pyarrow. Right now,
we always downcast to microseconds or throw an error. By passing through
the format-version, we can grab nanosecond precision *just for v3
tables*

# Are these changes tested?
Included a test. I can't do a test involving writing since we don't
support v3 writing yet (there's a PR out for that)

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->

---------

Co-authored-by: Fokko Driesprong <fokko@apache.org>
---
 pyiceberg/catalog/__init__.py                | 15 ++++-
 pyiceberg/catalog/rest/__init__.py           |  6 +-
 pyiceberg/io/pyarrow.py                      | 60 ++++++++++++++++----
 pyiceberg/table/__init__.py                  | 22 +++++--
 tests/conftest.py                            | 22 +++++++
 tests/integration/test_writes/test_writes.py | 15 +++++
 6 files changed, 119 insertions(+), 21 deletions(-)

diff --git a/pyiceberg/catalog/__init__.py b/pyiceberg/catalog/__init__.py
index 4da116434e..1607541d0b 100644
--- a/pyiceberg/catalog/__init__.py
+++ b/pyiceberg/catalog/__init__.py
@@ -70,6 +70,7 @@
     Identifier,
     Properties,
     RecursiveDict,
+    TableVersion,
 )
 from pyiceberg.utils.config import Config, merge_config
 from pyiceberg.utils.properties import property_as_bool
@@ -743,7 +744,9 @@ def _load_file_io(self, properties: Properties = EMPTY_DICT, location: Optional[
         return load_file_io({**self.properties, **properties}, location)
 
     @staticmethod
-    def _convert_schema_if_needed(schema: Union[Schema, "pa.Schema"]) -> Schema:
+    def _convert_schema_if_needed(
+        schema: Union[Schema, "pa.Schema"], format_version: TableVersion = TableProperties.DEFAULT_FORMAT_VERSION
+    ) -> Schema:
         if isinstance(schema, Schema):
             return schema
         try:
@@ -754,7 +757,10 @@ def _convert_schema_if_needed(schema: Union[Schema, "pa.Schema"]) -> Schema:
             downcast_ns_timestamp_to_us = Config().get_bool(DOWNCAST_NS_TIMESTAMP_TO_US_ON_WRITE) or False
             if isinstance(schema, pa.Schema):
                 schema: Schema = visit_pyarrow(  # type: ignore
-                    schema, _ConvertToIcebergWithoutIDs(downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us)
+                    schema,
+                    _ConvertToIcebergWithoutIDs(
+                        downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us, format_version=format_version
+                    ),
                 )
                 return schema
         except ModuleNotFoundError:
@@ -847,7 +853,10 @@ def _create_staged_table(
         Returns:
             StagedTable: the created staged table instance.
         """
-        schema: Schema = self._convert_schema_if_needed(schema)  # type: ignore
+        schema: Schema = self._convert_schema_if_needed(  # type: ignore
+            schema,
+            int(properties.get(TableProperties.FORMAT_VERSION, TableProperties.DEFAULT_FORMAT_VERSION)),  # type: ignore
+        )
 
         database_name, table_name = self.identifier_to_database_and_table(identifier)
 
diff --git a/pyiceberg/catalog/rest/__init__.py b/pyiceberg/catalog/rest/__init__.py
index b7fa5bb981..9d3c6e9646 100644
--- a/pyiceberg/catalog/rest/__init__.py
+++ b/pyiceberg/catalog/rest/__init__.py
@@ -64,6 +64,7 @@
     StagedTable,
     Table,
     TableIdentifier,
+    TableProperties,
 )
 from pyiceberg.table.metadata import TableMetadata
 from pyiceberg.table.sorting import UNSORTED_SORT_ORDER, SortOrder, assign_fresh_sort_order_ids
@@ -506,7 +507,10 @@ def _create_table(
         properties: Properties = EMPTY_DICT,
         stage_create: bool = False,
     ) -> TableResponse:
-        iceberg_schema = self._convert_schema_if_needed(schema)
+        iceberg_schema = self._convert_schema_if_needed(
+            schema,
+            int(properties.get(TableProperties.FORMAT_VERSION, TableProperties.DEFAULT_FORMAT_VERSION)),  # type: ignore
+        )
         fresh_schema = assign_fresh_schema_ids(iceberg_schema)
         fresh_partition_spec = assign_fresh_partition_spec_ids(partition_spec, iceberg_schema, fresh_schema)
         fresh_sort_order = assign_fresh_sort_order_ids(sort_order, iceberg_schema, fresh_schema)
diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index cde6d94709..ab85893ab4 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -145,12 +145,13 @@
     visit,
     visit_with_partner,
 )
+from pyiceberg.table import TableProperties
 from pyiceberg.table.locations import load_location_provider
 from pyiceberg.table.metadata import TableMetadata
 from pyiceberg.table.name_mapping import NameMapping, apply_name_mapping
 from pyiceberg.table.puffin import PuffinFile
 from pyiceberg.transforms import IdentityTransform, TruncateTransform
-from pyiceberg.typedef import EMPTY_DICT, Properties, Record
+from pyiceberg.typedef import EMPTY_DICT, Properties, Record, TableVersion
 from pyiceberg.types import (
     BinaryType,
     BooleanType,
@@ -1017,13 +1018,20 @@ def _combine_positional_deletes(positional_deletes: List[pa.ChunkedArray], start
 
 
 def pyarrow_to_schema(
-    schema: pa.Schema, name_mapping: Optional[NameMapping] = None, downcast_ns_timestamp_to_us: bool = False
+    schema: pa.Schema,
+    name_mapping: Optional[NameMapping] = None,
+    downcast_ns_timestamp_to_us: bool = False,
+    format_version: TableVersion = TableProperties.DEFAULT_FORMAT_VERSION,
 ) -> Schema:
     has_ids = visit_pyarrow(schema, _HasIds())
     if has_ids:
-        return visit_pyarrow(schema, _ConvertToIceberg(downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us))
+        return visit_pyarrow(
+            schema, _ConvertToIceberg(downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us, format_version=format_version)
+        )
     elif name_mapping is not None:
-        schema_without_ids = _pyarrow_to_schema_without_ids(schema, downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us)
+        schema_without_ids = _pyarrow_to_schema_without_ids(
+            schema, downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us, format_version=format_version
+        )
         return apply_name_mapping(schema_without_ids, name_mapping)
     else:
         raise ValueError(
@@ -1031,8 +1039,15 @@ def pyarrow_to_schema(
         )
 
 
-def _pyarrow_to_schema_without_ids(schema: pa.Schema, downcast_ns_timestamp_to_us: bool = False) -> Schema:
-    return visit_pyarrow(schema, _ConvertToIcebergWithoutIDs(downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us))
+def _pyarrow_to_schema_without_ids(
+    schema: pa.Schema,
+    downcast_ns_timestamp_to_us: bool = False,
+    format_version: TableVersion = TableProperties.DEFAULT_FORMAT_VERSION,
+) -> Schema:
+    return visit_pyarrow(
+        schema,
+        _ConvertToIcebergWithoutIDs(downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us, format_version=format_version),
+    )
 
 
 def _pyarrow_schema_ensure_large_types(schema: pa.Schema) -> pa.Schema:
@@ -1214,9 +1229,12 @@ class _ConvertToIceberg(PyArrowSchemaVisitor[Union[IcebergType, Schema]]):
 
     _field_names: List[str]
 
-    def __init__(self, downcast_ns_timestamp_to_us: bool = False) -> None:
+    def __init__(
+        self, downcast_ns_timestamp_to_us: bool = False, format_version: TableVersion = TableProperties.DEFAULT_FORMAT_VERSION
+    ) -> None:  # noqa: F821
         self._field_names = []
         self._downcast_ns_timestamp_to_us = downcast_ns_timestamp_to_us
+        self._format_version = format_version
 
     def _field_id(self, field: pa.Field) -> int:
         if (field_id := _get_field_id(field)) is not None:
@@ -1287,6 +1305,11 @@ def primitive(self, primitive: pa.DataType) -> PrimitiveType:
             elif primitive.unit == "ns":
                 if self._downcast_ns_timestamp_to_us:
                     logger.warning("Iceberg does not yet support 'ns' timestamp precision. Downcasting to 'us'.")
+                elif self._format_version >= 3:
+                    if primitive.tz in UTC_ALIASES:
+                        return TimestamptzNanoType()
+                    else:
+                        return TimestampNanoType()
                 else:
                     raise TypeError(
                         "Iceberg does not yet support 'ns' timestamp precision. Use 'downcast-ns-timestamp-to-us-on-write' configuration property to automatically downcast 'ns' to 'us' on write.",
@@ -2519,7 +2542,10 @@ def bin_pack_arrow_table(tbl: pa.Table, target_file_size: int) -> Iterator[List[
 
 
 def _check_pyarrow_schema_compatible(
-    requested_schema: Schema, provided_schema: pa.Schema, downcast_ns_timestamp_to_us: bool = False
+    requested_schema: Schema,
+    provided_schema: pa.Schema,
+    downcast_ns_timestamp_to_us: bool = False,
+    format_version: TableVersion = TableProperties.DEFAULT_FORMAT_VERSION,
 ) -> None:
     """
     Check if the `requested_schema` is compatible with `provided_schema`.
@@ -2532,10 +2558,15 @@ def _check_pyarrow_schema_compatible(
     name_mapping = requested_schema.name_mapping
     try:
         provided_schema = pyarrow_to_schema(
-            provided_schema, name_mapping=name_mapping, downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us
+            provided_schema,
+            name_mapping=name_mapping,
+            downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us,
+            format_version=format_version,
         )
     except ValueError as e:
-        provided_schema = _pyarrow_to_schema_without_ids(provided_schema, downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us)
+        provided_schema = _pyarrow_to_schema_without_ids(
+            provided_schema, downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us, format_version=format_version
+        )
         additional_names = set(provided_schema._name_to_id.keys()) - set(requested_schema._name_to_id.keys())
         raise ValueError(
             f"PyArrow table contains more columns: {', '.join(sorted(additional_names))}. Update the schema first (hint, use union_by_name)."
@@ -2561,7 +2592,7 @@ def parquet_file_to_data_file(io: FileIO, table_metadata: TableMetadata, file_pa
         )
 
     schema = table_metadata.schema()
-    _check_pyarrow_schema_compatible(schema, arrow_schema)
+    _check_pyarrow_schema_compatible(schema, arrow_schema, format_version=table_metadata.format_version)
 
     statistics = data_file_statistics_from_parquet_metadata(
         parquet_metadata=parquet_metadata,
@@ -2652,7 +2683,12 @@ def _dataframe_to_data_files(
     )
     name_mapping = table_metadata.schema().name_mapping
     downcast_ns_timestamp_to_us = Config().get_bool(DOWNCAST_NS_TIMESTAMP_TO_US_ON_WRITE) or False
-    task_schema = pyarrow_to_schema(df.schema, name_mapping=name_mapping, downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us)
+    task_schema = pyarrow_to_schema(
+        df.schema,
+        name_mapping=name_mapping,
+        downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us,
+        format_version=table_metadata.format_version,
+    )
 
     if table_metadata.spec().is_unpartitioned():
         yield from write_file(
diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index 30b06fcb0b..7d5cc10de5 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -219,7 +219,7 @@ class TableProperties:
 
     DEFAULT_NAME_MAPPING = "schema.name-mapping.default"
     FORMAT_VERSION = "format-version"
-    DEFAULT_FORMAT_VERSION = 2
+    DEFAULT_FORMAT_VERSION: TableVersion = 2
 
     MANIFEST_TARGET_SIZE_BYTES = "commit.manifest.target-size-bytes"
     MANIFEST_TARGET_SIZE_BYTES_DEFAULT = 8 * 1024 * 1024  # 8 MB
@@ -477,7 +477,10 @@ def append(self, df: pa.Table, snapshot_properties: Dict[str, str] = EMPTY_DICT,
             )
         downcast_ns_timestamp_to_us = Config().get_bool(DOWNCAST_NS_TIMESTAMP_TO_US_ON_WRITE) or False
         _check_pyarrow_schema_compatible(
-            self.table_metadata.schema(), provided_schema=df.schema, downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us
+            self.table_metadata.schema(),
+            provided_schema=df.schema,
+            downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us,
+            format_version=self.table_metadata.format_version,
         )
 
         with self._append_snapshot_producer(snapshot_properties, branch=branch) as append_files:
@@ -527,7 +530,10 @@ def dynamic_partition_overwrite(
 
         downcast_ns_timestamp_to_us = Config().get_bool(DOWNCAST_NS_TIMESTAMP_TO_US_ON_WRITE) or False
         _check_pyarrow_schema_compatible(
-            self.table_metadata.schema(), provided_schema=df.schema, downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us
+            self.table_metadata.schema(),
+            provided_schema=df.schema,
+            downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us,
+            format_version=self.table_metadata.format_version,
         )
 
         # If dataframe does not have data, there is no need to overwrite
@@ -593,7 +599,10 @@ def overwrite(
             )
         downcast_ns_timestamp_to_us = Config().get_bool(DOWNCAST_NS_TIMESTAMP_TO_US_ON_WRITE) or False
         _check_pyarrow_schema_compatible(
-            self.table_metadata.schema(), provided_schema=df.schema, downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us
+            self.table_metadata.schema(),
+            provided_schema=df.schema,
+            downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us,
+            format_version=self.table_metadata.format_version,
         )
 
         if overwrite_filter != AlwaysFalse():
@@ -789,7 +798,10 @@ def upsert(
 
         downcast_ns_timestamp_to_us = Config().get_bool(DOWNCAST_NS_TIMESTAMP_TO_US_ON_WRITE) or False
         _check_pyarrow_schema_compatible(
-            self.table_metadata.schema(), provided_schema=df.schema, downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us
+            self.table_metadata.schema(),
+            provided_schema=df.schema,
+            downcast_ns_timestamp_to_us=downcast_ns_timestamp_to_us,
+            format_version=self.table_metadata.format_version,
         )
 
         # get list of rows that exist so we don't have to load the entire target table
diff --git a/tests/conftest.py b/tests/conftest.py
index 16c9e06dac..e036a2fa54 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -2811,6 +2811,28 @@ def arrow_table_schema_with_all_microseconds_timestamp_precisions() -> "pa.Schem
     )
 
 
+@pytest.fixture(scope="session")
+def arrow_table_schema_with_nanoseconds_timestamp_precisions() -> "pa.Schema":
+    """Pyarrow Schema with all microseconds timestamp."""
+    import pyarrow as pa
+
+    return pa.schema(
+        [
+            ("timestamp_s", pa.timestamp(unit="us")),
+            ("timestamptz_s", pa.timestamp(unit="us", tz="UTC")),
+            ("timestamp_ms", pa.timestamp(unit="us")),
+            ("timestamptz_ms", pa.timestamp(unit="us", tz="UTC")),
+            ("timestamp_us", pa.timestamp(unit="us")),
+            ("timestamptz_us", pa.timestamp(unit="us", tz="UTC")),
+            ("timestamp_ns", pa.timestamp(unit="us")),
+            ("timestamptz_ns", pa.timestamp(unit="ns", tz="UTC")),
+            ("timestamptz_us_etc_utc", pa.timestamp(unit="us", tz="UTC")),
+            ("timestamptz_ns_z", pa.timestamp(unit="ns", tz="UTC")),
+            ("timestamptz_s_0000", pa.timestamp(unit="us", tz="UTC")),
+        ]
+    )
+
+
 @pytest.fixture(scope="session")
 def table_schema_with_all_microseconds_timestamp_precision() -> Schema:
     """Iceberg table Schema with only date, timestamp and timestamptz values."""
diff --git a/tests/integration/test_writes/test_writes.py b/tests/integration/test_writes/test_writes.py
index 173ddf782b..38aea1e255 100644
--- a/tests/integration/test_writes/test_writes.py
+++ b/tests/integration/test_writes/test_writes.py
@@ -2246,3 +2246,18 @@ def test_branch_py_write_spark_read(session_catalog: Catalog, spark: SparkSessio
     )
     assert main_df.count() == 3
     assert branch_df.count() == 2
+
+
+@pytest.mark.integration
+def test_nanosecond_support_on_catalog(session_catalog: Catalog) -> None:
+    identifier = "default.test_nanosecond_support_on_catalog"
+    # Create a pyarrow table with a nanosecond timestamp column
+    table = pa.Table.from_arrays(
+        [
+            pa.array([datetime.now()], type=pa.timestamp("ns")),
+            pa.array([datetime.now()], type=pa.timestamp("ns", tz="America/New_York")),
+        ],
+        names=["timestamp_ns", "timestamptz_ns"],
+    )
+
+    _create_table(session_catalog, identifier, {"format-version": "3"}, schema=table.schema)

From 5ce91c9badc200b8e83d06d654c0303430d34a79 Mon Sep 17 00:00:00 2001
From: tbirch-cyber <86316862+tbirch-cyber@users.noreply.github.com>
Date: Sun, 10 Aug 2025 16:53:07 -0400
Subject: [PATCH 338/357] added support for ADLS_CREDENTIAL (#2299)

Reference: https://github.com/fsspec/adlfs/blob/main/adlfs/spec.py#L176
---
 pyiceberg/io/__init__.py | 1 +
 pyiceberg/io/fsspec.py   | 2 ++
 2 files changed, 3 insertions(+)

diff --git a/pyiceberg/io/__init__.py b/pyiceberg/io/__init__.py
index 0b03a7dd4f..f89de18f12 100644
--- a/pyiceberg/io/__init__.py
+++ b/pyiceberg/io/__init__.py
@@ -74,6 +74,7 @@
 HDFS_USER = "hdfs.user"
 HDFS_KERB_TICKET = "hdfs.kerberos_ticket"
 ADLS_CONNECTION_STRING = "adls.connection-string"
+ADLS_CREDENTIAL = "adls.credential"
 ADLS_ACCOUNT_NAME = "adls.account-name"
 ADLS_ACCOUNT_KEY = "adls.account-key"
 ADLS_SAS_TOKEN = "adls.sas-token"
diff --git a/pyiceberg/io/fsspec.py b/pyiceberg/io/fsspec.py
index 6febff0ae6..d075765ed1 100644
--- a/pyiceberg/io/fsspec.py
+++ b/pyiceberg/io/fsspec.py
@@ -45,6 +45,7 @@
     ADLS_CLIENT_ID,
     ADLS_CLIENT_SECRET,
     ADLS_CONNECTION_STRING,
+    ADLS_CREDENTIAL,
     ADLS_SAS_TOKEN,
     ADLS_TENANT_ID,
     AWS_ACCESS_KEY_ID,
@@ -203,6 +204,7 @@ def _adls(properties: Properties) -> AbstractFileSystem:
 
     return AzureBlobFileSystem(
         connection_string=properties.get(ADLS_CONNECTION_STRING),
+        credential=properties.get(ADLS_CREDENTIAL),
         account_name=properties.get(ADLS_ACCOUNT_NAME),
         account_key=properties.get(ADLS_ACCOUNT_KEY),
         sas_token=properties.get(ADLS_SAS_TOKEN),

From d2da5c7328a4ae1cd01148f0b9c6c56d7008a66a Mon Sep 17 00:00:00 2001
From: Kevin Liu <kevinjqliu@users.noreply.github.com>
Date: Mon, 11 Aug 2025 02:39:51 -0700
Subject: [PATCH 339/357] Add missing Arrow AzureFileSystem parameters (#2301)

<!--
Thanks for opening a pull request!
-->

<!-- In the case this PR will resolve an issue, please replace
${GITHUB_ISSUE_ID} below with the actual Github issue id. -->
<!-- Closes #${GITHUB_ISSUE_ID} -->

# Rationale for this change
Similar to #2299
This PR adds the rest of the parameters to
[`pyarrow.fs.AzureFileSystem`](https://arrow.apache.org/docs/python/generated/pyarrow.fs.AzureFileSystem.html)

Note the [Azure Data Lake configuration
page](https://github.com/apache/iceberg-python/blob/main/mkdocs/docs/configuration.md#azure-data-lake)
already has these 3 parameters

# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 pyiceberg/io/pyarrow.py | 22 ++++++++++++++++++++++
 1 file changed, 22 insertions(+)

diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index ab85893ab4..c756487c32 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -87,9 +87,12 @@
     ADLS_ACCOUNT_NAME,
     ADLS_BLOB_STORAGE_AUTHORITY,
     ADLS_BLOB_STORAGE_SCHEME,
+    ADLS_CLIENT_ID,
+    ADLS_CLIENT_SECRET,
     ADLS_DFS_STORAGE_AUTHORITY,
     ADLS_DFS_STORAGE_SCHEME,
     ADLS_SAS_TOKEN,
+    ADLS_TENANT_ID,
     AWS_ACCESS_KEY_ID,
     AWS_REGION,
     AWS_ROLE_ARN,
@@ -501,6 +504,7 @@ def _initialize_s3_fs(self, netloc: Optional[str]) -> FileSystem:
         return S3FileSystem(**client_kwargs)
 
     def _initialize_azure_fs(self) -> FileSystem:
+        # https://arrow.apache.org/docs/python/generated/pyarrow.fs.AzureFileSystem.html
         from packaging import version
 
         MIN_PYARROW_VERSION_SUPPORTING_AZURE_FS = "20.0.0"
@@ -535,6 +539,24 @@ def _initialize_azure_fs(self) -> FileSystem:
         if sas_token := self.properties.get(ADLS_SAS_TOKEN):
             client_kwargs["sas_token"] = sas_token
 
+        if client_id := self.properties.get(ADLS_CLIENT_ID):
+            client_kwargs["client_id"] = client_id
+        if client_secret := self.properties.get(ADLS_CLIENT_SECRET):
+            client_kwargs["client_secret"] = client_secret
+        if tenant_id := self.properties.get(ADLS_TENANT_ID):
+            client_kwargs["tenant_id"] = tenant_id
+
+        # Validate that all three are provided together for ClientSecretCredential
+        credential_keys = ["client_id", "client_secret", "tenant_id"]
+        provided_keys = [key for key in credential_keys if key in client_kwargs]
+        if provided_keys and len(provided_keys) != len(credential_keys):
+            missing_keys = [key for key in credential_keys if key not in client_kwargs]
+            raise ValueError(
+                f"client_id, client_secret, and tenant_id must all be provided together "
+                f"to use ClientSecretCredential for Azure authentication. "
+                f"Provided: {provided_keys}, Missing: {missing_keys}"
+            )
+
         return AzureFileSystem(**client_kwargs)
 
     def _initialize_hdfs_fs(self, scheme: str, netloc: Optional[str]) -> FileSystem:

From ffce0b4cf90a5678eee8fccc95b12d122eb34c54 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 Aug 2025 11:11:34 +0200
Subject: [PATCH 340/357] Build: Bump polars from 1.32.0 to 1.32.2 (#2320)

---
 poetry.lock | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 4a4f95f0c5..fc2ce19b1f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3864,20 +3864,20 @@ files = [
 
 [[package]]
 name = "polars"
-version = "1.32.0"
+version = "1.32.2"
 description = "Blazingly fast DataFrame library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"polars\""
 files = [
-    {file = "polars-1.32.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:94f7c6a3b30bc99bc6b682ea42bb1ae983e33a302ca21aacbac50ae19e34fcf2"},
-    {file = "polars-1.32.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:8bf14c16164839e62c741a863942a94a9a463db21e797452fca996c8afaf8827"},
-    {file = "polars-1.32.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f4c15adb97d44766d30c759f5cebbdb64d361e8349ef10b5afc7413f71bf4b72"},
-    {file = "polars-1.32.0-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:13af55890734f89b76016a395fb2e7460e7d9feecf50ed2f55cf0f05a1c0c991"},
-    {file = "polars-1.32.0-cp39-abi3-win_amd64.whl", hash = "sha256:0397fc2501a5d5f1bb3fe8d27e0c26c7a5349b4110157c0fb7833cd3f5921c9e"},
-    {file = "polars-1.32.0-cp39-abi3-win_arm64.whl", hash = "sha256:dd84e24422509e1ec9be46f67f758d0bd9944d1ae4eacecee4f53adaa8ecd822"},
-    {file = "polars-1.32.0.tar.gz", hash = "sha256:b01045981c0f23eeccfbfc870b782f93e73b74b29212fdfc8aae0be9024bc1fb"},
+    {file = "polars-1.32.2-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:f21da6a5210898ec800b7e9e667fb53eb9161b7ceb812ee6555ff5661a00e517"},
+    {file = "polars-1.32.2-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:d3f4e061312ef6c2a907378ce407a6132734fe1a13f261a1984a1a9ca2f6febc"},
+    {file = "polars-1.32.2-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a711a750cfc19f1f883d2b46895dd698abf4d446ca41c3bf510ced0ff1178057"},
+    {file = "polars-1.32.2-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:d1c53a828eedc215fb0dabc7cef02c6f4ad042157512ddb99840fd42b8da1e8a"},
+    {file = "polars-1.32.2-cp39-abi3-win_amd64.whl", hash = "sha256:5e1660a584e89e1d60cd89984feca38a695e491a966581fefe8be99c230ea154"},
+    {file = "polars-1.32.2-cp39-abi3-win_arm64.whl", hash = "sha256:cd390364f6f3927474bd0aed255103195b9d2b3eef0f0c5bb429db5e6311615e"},
+    {file = "polars-1.32.2.tar.gz", hash = "sha256:b4c5cefc7cf7a2461f8800cf2c09976c47cb1fd959c6ef3024d5618b497f05d3"},
 ]
 
 [package.extras]

From 3784be2596eb7529f57b59ac34e8ae8a1f08f665 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 Aug 2025 11:11:53 +0200
Subject: [PATCH 341/357] Build: Bump pre-commit from 4.2.0 to 4.3.0 (#2319)

---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index fc2ce19b1f..270cca9885 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3909,14 +3909,14 @@ xlsxwriter = ["xlsxwriter"]
 
 [[package]]
 name = "pre-commit"
-version = "4.2.0"
+version = "4.3.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "pre_commit-4.2.0-py2.py3-none-any.whl", hash = "sha256:a009ca7205f1eb497d10b845e52c838a98b6cdd2102a6c8e4540e94ee75c58bd"},
-    {file = "pre_commit-4.2.0.tar.gz", hash = "sha256:601283b9757afd87d40c4c4a9b2b5de9637a8ea02eaff7adc2d0fb4e04841146"},
+    {file = "pre_commit-4.3.0-py2.py3-none-any.whl", hash = "sha256:2b0747ad7e6e967169136edffee14c16e148a778a54e4f967921aa1ebf2308d8"},
+    {file = "pre_commit-4.3.0.tar.gz", hash = "sha256:499fe450cc9d42e9d58e606262795ecb64dd05438943c62b66f6a8673da30b16"},
 ]
 
 [package.dependencies]
@@ -6408,4 +6408,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "80d21d534ed064f5e4a377d42aeec41eeaba48b5d85e059816e690b31294f8d8"
+content-hash = "4f1927f42fe2b901a183d368749e7822e16fbe321eaa16768545650a0e427b02"
diff --git a/pyproject.toml b/pyproject.toml
index 0f162b7c28..5d18d422bc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -92,7 +92,7 @@ datafusion = { version = ">=45", optional = true }
 pytest = "7.4.4"
 pytest-checkdocs = "2.13.0"
 pytest-lazy-fixture = "0.6.3"
-pre-commit = "4.2.0"
+pre-commit = "4.3.0"
 fastavro = "1.12.0"
 coverage = { version = "^7.4.2", extras = ["toml"] }
 requests-mock = "1.12.1"

From 5b195e15da0ae5d4fc6951c24e60c9b1f212fb56 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 Aug 2025 11:12:12 +0200
Subject: [PATCH 342/357] Build: Bump rich from 14.0.0 to 14.1.0 (#2318)

---
 poetry.lock | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 270cca9885..47af783f37 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -5193,20 +5193,19 @@ six = "*"
 
 [[package]]
 name = "rich"
-version = "14.0.0"
+version = "14.1.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
 groups = ["main"]
 files = [
-    {file = "rich-14.0.0-py3-none-any.whl", hash = "sha256:1c9491e1951aac09caffd42f448ee3d04e58923ffe14993f6e83068dc395d7e0"},
-    {file = "rich-14.0.0.tar.gz", hash = "sha256:82f1bc23a6a21ebca4ae0c45af9bdbc492ed20231dcb63f297d6d1021a9d5725"},
+    {file = "rich-14.1.0-py3-none-any.whl", hash = "sha256:536f5f1785986d6dbdea3c75205c473f970777b4a0d6c6dd1b696aa05a3fa04f"},
+    {file = "rich-14.1.0.tar.gz", hash = "sha256:e497a48b844b0320d45007cdebfeaeed8db2a4f4bcf49f15e455cfc4af11eaa8"},
 ]
 
 [package.dependencies]
 markdown-it-py = ">=2.2.0"
 pygments = ">=2.13.0,<3.0.0"
-typing-extensions = {version = ">=4.0.0,<5.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
 jupyter = ["ipywidgets (>=7.5.1,<9)"]

From a2662e3e61d7bbed37d126dbbdc0fd6a642d761c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 Aug 2025 11:13:39 +0200
Subject: [PATCH 343/357] Build: Bump moto from 5.1.8 to 5.1.10 (#2317)

---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 47af783f37..474f99710f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2998,14 +2998,14 @@ type = ["mypy (==1.14.1)"]
 
 [[package]]
 name = "moto"
-version = "5.1.8"
+version = "5.1.10"
 description = "A library that allows you to easily mock out tests based on AWS infrastructure"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "moto-5.1.8-py3-none-any.whl", hash = "sha256:12f3a15100da7de019c671a516dbba33b14072faba103f16ca79a39b8c803b7d"},
-    {file = "moto-5.1.8.tar.gz", hash = "sha256:5c2f63c051b7c13224cb1483917c85a796468d7e37dcd5d1a5b8de66729de3f4"},
+    {file = "moto-5.1.10-py3-none-any.whl", hash = "sha256:9ec1a21a924f97470af225b2bfa854fe46c1ad30fb44655eba458206dedf28b5"},
+    {file = "moto-5.1.10.tar.gz", hash = "sha256:d6bdc8f82a1e503502927cc0a3da22014f836094d0bf399bb0f695754ae6c7a6"},
 ]
 
 [package.dependencies]

From 6f963043f098faad4ad13e17b516dcec1075bf96 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 Aug 2025 11:15:17 +0200
Subject: [PATCH 344/357] Build: Bump boto3 from 1.38.46 to 1.39.11 (#2316)

---
 poetry.lock | 26 +++++++++++++-------------
 1 file changed, 13 insertions(+), 13 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 474f99710f..6192822657 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -27,29 +27,29 @@ tests = ["arrow", "dask[dataframe]", "docker", "pytest", "pytest-mock"]
 
 [[package]]
 name = "aiobotocore"
-version = "2.23.1"
+version = "2.24.0"
 description = "Async client for aws services using botocore and aiohttp"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"s3fs\""
 files = [
-    {file = "aiobotocore-2.23.1-py3-none-any.whl", hash = "sha256:d81c54d2eae2406ea9a473fea518fed580cf37bc4fc51ce43ba81546e5305114"},
-    {file = "aiobotocore-2.23.1.tar.gz", hash = "sha256:a59f2a78629b97d52f10936b79c73de64e481a8c44a62c1871f088df6c1afc4f"},
+    {file = "aiobotocore-2.24.0-py3-none-any.whl", hash = "sha256:72bb1f8eb1b962779a95e1bcc9cf35bc33196ad763b622a40ae7fa9d2e95c87c"},
+    {file = "aiobotocore-2.24.0.tar.gz", hash = "sha256:b32c0c45d38c22a18ce395a0b5448606c5260603296a152895b5bdb40ab3139d"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.9.2,<4.0.0"
 aioitertools = ">=0.5.1,<1.0.0"
-botocore = ">=1.38.40,<1.38.47"
+botocore = ">=1.39.9,<1.39.12"
 jmespath = ">=0.7.1,<2.0.0"
 multidict = ">=6.0.0,<7.0.0"
 python-dateutil = ">=2.1,<3.0.0"
 wrapt = ">=1.10.10,<2.0.0"
 
 [package.extras]
-awscli = ["awscli (>=1.40.39,<1.40.46)"]
-boto3 = ["boto3 (>=1.38.40,<1.38.47)"]
+awscli = ["awscli (>=1.41.9,<1.41.12)"]
+boto3 = ["boto3 (>=1.39.9,<1.39.12)"]
 httpx = ["httpx (>=0.25.1,<0.29)"]
 
 [[package]]
@@ -522,19 +522,19 @@ snowflake = ["snowflake-connector-python"]
 
 [[package]]
 name = "boto3"
-version = "1.38.46"
+version = "1.39.11"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "boto3-1.38.46-py3-none-any.whl", hash = "sha256:9c8e88a32a6465e5905308708cff5b17547117f06982908bdfdb0108b4a65079"},
-    {file = "boto3-1.38.46.tar.gz", hash = "sha256:d1ca2b53138afd0341e1962bd52be6071ab7a63c5b4f89228c5ef8942c40c852"},
+    {file = "boto3-1.39.11-py3-none-any.whl", hash = "sha256:af8f1dad35eceff7658fab43b39b0f55892b6e3dd12308733521cc24dd2c9a02"},
+    {file = "boto3-1.39.11.tar.gz", hash = "sha256:3027edf20642fe1d5f9dc50a420d0fe2733073ed6a9f0f047b60fe08c3682132"},
 ]
 markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\""}
 
 [package.dependencies]
-botocore = ">=1.38.46,<1.39.0"
+botocore = ">=1.39.11,<1.40.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.13.0,<0.14.0"
 
@@ -543,14 +543,14 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.38.46"
+version = "1.39.11"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "botocore-1.38.46-py3-none-any.whl", hash = "sha256:89ca782ffbf2e8769ca9c89234cfa5ca577f1987d07d913ee3c68c4776b1eb5b"},
-    {file = "botocore-1.38.46.tar.gz", hash = "sha256:8798e5a418c27cf93195b077153644aea44cb171fcd56edc1ecebaa1e49e226e"},
+    {file = "botocore-1.39.11-py3-none-any.whl", hash = "sha256:1545352931a8a186f3e977b1e1a4542d7d434796e274c3c62efd0210b5ea76dc"},
+    {file = "botocore-1.39.11.tar.gz", hash = "sha256:953b12909d6799350e346ab038e55b6efe622c616f80aef74d7a6683ffdd972c"},
 ]
 markers = {main = "extra == \"dynamodb\" or extra == \"glue\" or extra == \"rest-sigv4\" or extra == \"s3fs\""}
 

From 99ffa43f9b583258eb365f3d3d16d53e1eae3953 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 Aug 2025 11:15:58 +0200
Subject: [PATCH 345/357] Build: Bump huggingface-hub from 0.33.4 to 0.34.4
 (#2315)

---
 poetry.lock | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 6192822657..5cb7fcef74 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2112,21 +2112,21 @@ tests = ["pytest"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.33.4"
+version = "0.34.4"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = true
 python-versions = ">=3.8.0"
 groups = ["main"]
 markers = "extra == \"hf\""
 files = [
-    {file = "huggingface_hub-0.33.4-py3-none-any.whl", hash = "sha256:09f9f4e7ca62547c70f8b82767eefadd2667f4e116acba2e3e62a5a81815a7bb"},
-    {file = "huggingface_hub-0.33.4.tar.gz", hash = "sha256:6af13478deae120e765bfd92adad0ae1aec1ad8c439b46f23058ad5956cbca0a"},
+    {file = "huggingface_hub-0.34.4-py3-none-any.whl", hash = "sha256:9b365d781739c93ff90c359844221beef048403f1bc1f1c123c191257c3c890a"},
+    {file = "huggingface_hub-0.34.4.tar.gz", hash = "sha256:a4228daa6fb001be3f4f4bdaf9a0db00e1739235702848df00885c9b5742c85c"},
 ]
 
 [package.dependencies]
 filelock = "*"
 fsspec = ">=2023.5.0"
-hf-xet = {version = ">=1.1.2,<2.0.0", markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""}
+hf-xet = {version = ">=1.1.3,<2.0.0", markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""}
 packaging = ">=20.9"
 pyyaml = ">=5.1"
 requests = "*"
@@ -2134,16 +2134,16 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
-all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (==1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (==1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
 hf-transfer = ["hf-transfer (>=0.1.4)"]
 hf-xet = ["hf-xet (>=1.1.2,<2.0.0)"]
 inference = ["aiohttp"]
 mcp = ["aiohttp", "mcp (>=1.8.0)", "typer"]
 oauth = ["authlib (>=1.3.2)", "fastapi", "httpx", "itsdangerous"]
-quality = ["libcst (==1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "ruff (>=0.9.0)"]
+quality = ["libcst (>=1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "ruff (>=0.9.0)"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
 tensorflow-testing = ["keras (<3.0)", "tensorflow"]
 testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]

From 5b4d48c6393e2ae7adf3f331d72f232560643969 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 Aug 2025 11:16:21 +0200
Subject: [PATCH 346/357] Build: Bump mypy-boto3-glue from 1.40.0 to 1.40.5
 (#2313)

---
 poetry.lock | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 5cb7fcef74..8fe3940e07 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3325,14 +3325,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-glue"
-version = "1.40.0"
-description = "Type annotations for boto3 Glue 1.40.0 service generated with mypy-boto3-builder 8.11.0"
+version = "1.40.5"
+description = "Type annotations for boto3 Glue 1.40.5 service generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "mypy_boto3_glue-1.40.0-py3-none-any.whl", hash = "sha256:3593881c548f1ca2de887201c2f9ca7502b471014c4678c351de14803e74b6d2"},
-    {file = "mypy_boto3_glue-1.40.0.tar.gz", hash = "sha256:9ab3fbced2f73e5e3fa49940b67f9eab64c4157f64591053ec6b0ad2824a0ee9"},
+    {file = "mypy_boto3_glue-1.40.5-py3-none-any.whl", hash = "sha256:a86c478345545b5c55adf8eef2648c3663161a678fa7313f019795a725768e06"},
+    {file = "mypy_boto3_glue-1.40.5.tar.gz", hash = "sha256:bb1de6748dae6685aa10dee9f32be658cf05df1f16cd05096892b58f87d8bd71"},
 ]
 
 [package.dependencies]

From cfb49cbe22f853e2028078f34bdbe2b676e9776b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 Aug 2025 11:23:03 +0200
Subject: [PATCH 347/357] Build: Bump daft from 0.5.16 to 0.5.18 (#2312)

---
 poetry.lock | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 8fe3940e07..c0b20a9f84 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1235,19 +1235,19 @@ files = [
 
 [[package]]
 name = "daft"
-version = "0.5.16"
+version = "0.5.18"
 description = "Distributed Dataframes for Multimodal Data"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"daft\""
 files = [
-    {file = "daft-0.5.16-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:3869046d58f828d68025b75426c0fbc9114466db72b369fda5e4f53da3a8e275"},
-    {file = "daft-0.5.16-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:007a3c2719e1048f3b0d2ac22dfd69fcb94b1ff2d142000d71b1622c7eba109f"},
-    {file = "daft-0.5.16-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:204aa41fcab26505ee72d2a76c32a860dc31ed1c89e661775d32d23a8c56c821"},
-    {file = "daft-0.5.16-cp39-abi3-manylinux_2_24_x86_64.whl", hash = "sha256:a64c78708de81f003380a189c051fbb470b1b5981070b4b39cc2029312bed539"},
-    {file = "daft-0.5.16-cp39-abi3-win_amd64.whl", hash = "sha256:2be90db04cdcbbb48bf5f03de33460456770b97d8f85277ce30ca59a622988d0"},
-    {file = "daft-0.5.16.tar.gz", hash = "sha256:da1a1fb5087b476ccf3a93795f9c2ff1bd44f8f899fbafb6dfb7a86d9e449522"},
+    {file = "daft-0.5.18-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:13d52a0416b178ef860e66a0bc437b9ca386e9918846e94d759fc785c9a32d8f"},
+    {file = "daft-0.5.18-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:f4e27c1b3c4b85bcf4e9bbae1de3165680ca7b8d47dd3ed78fc93d116d53be21"},
+    {file = "daft-0.5.18-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:f948990300f3d88ea505af49a2dc70d60720d510c5f28a05f88469ed6969efcd"},
+    {file = "daft-0.5.18-cp39-abi3-manylinux_2_24_x86_64.whl", hash = "sha256:7b6d78fc45af586dcbcbe2734b4fb628d47604b56f1a0e9be606fa63166a0ce4"},
+    {file = "daft-0.5.18-cp39-abi3-win_amd64.whl", hash = "sha256:46657067776be7058b59b870faed3468e842f07a1dfb1901485edbcf7ac68cf3"},
+    {file = "daft-0.5.18.tar.gz", hash = "sha256:c903847583700dd98f37a914029f88ed7915e3aa65f2b97fea832293e5814306"},
 ]
 
 [package.dependencies]

From 61206024563a1228e41bdfe14bb2578006bfd099 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 Aug 2025 11:23:21 +0200
Subject: [PATCH 348/357] Build: Bump actions/checkout from 4 to 5 (#2311)

---
 .github/workflows/license_check.yml        | 2 +-
 .github/workflows/nightly-pypi-build.yml   | 2 +-
 .github/workflows/pypi-build-artifacts.yml | 2 +-
 .github/workflows/python-ci-docs.yml       | 2 +-
 .github/workflows/python-ci.yml            | 4 ++--
 .github/workflows/python-release-docs.yml  | 2 +-
 .github/workflows/python-release.yml       | 2 +-
 .github/workflows/svn-build-artifacts.yml  | 2 +-
 8 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/.github/workflows/license_check.yml b/.github/workflows/license_check.yml
index 9408a3a046..a501a6807e 100644
--- a/.github/workflows/license_check.yml
+++ b/.github/workflows/license_check.yml
@@ -24,5 +24,5 @@ jobs:
   rat:
     runs-on: ubuntu-22.04
     steps:
-    - uses: actions/checkout@v4
+    - uses: actions/checkout@v5
     - run: dev/check-license
diff --git a/.github/workflows/nightly-pypi-build.yml b/.github/workflows/nightly-pypi-build.yml
index e7a32a3d0a..dea6d653ae 100644
--- a/.github/workflows/nightly-pypi-build.yml
+++ b/.github/workflows/nightly-pypi-build.yml
@@ -31,7 +31,7 @@ jobs:
     outputs:
       VERSION: ${{ steps.set-version.outputs.VERSION }}
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v5
         with:
           fetch-depth: 1
 
diff --git a/.github/workflows/pypi-build-artifacts.yml b/.github/workflows/pypi-build-artifacts.yml
index 538c59667e..a6e9769bbf 100644
--- a/.github/workflows/pypi-build-artifacts.yml
+++ b/.github/workflows/pypi-build-artifacts.yml
@@ -35,7 +35,7 @@ jobs:
         os: [ ubuntu-22.04, windows-2022, macos-13, macos-14 ]
 
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v5
         with:
           fetch-depth: 1
 
diff --git a/.github/workflows/python-ci-docs.yml b/.github/workflows/python-ci-docs.yml
index d6e14c8400..c9cb7f05af 100644
--- a/.github/workflows/python-ci-docs.yml
+++ b/.github/workflows/python-ci-docs.yml
@@ -35,7 +35,7 @@ jobs:
     runs-on: ubuntu-22.04
 
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v5
       - name: Install poetry
         run: make install-poetry
       - uses: actions/setup-python@v5
diff --git a/.github/workflows/python-ci.yml b/.github/workflows/python-ci.yml
index 3ae0f7122f..63559c35d4 100644
--- a/.github/workflows/python-ci.yml
+++ b/.github/workflows/python-ci.yml
@@ -50,7 +50,7 @@ jobs:
         python: ['3.9', '3.10', '3.11', '3.12']
 
     steps:
-    - uses: actions/checkout@v4
+    - uses: actions/checkout@v5
     - name: Install poetry
       run: make install-poetry
     - uses: actions/setup-python@v5
@@ -74,7 +74,7 @@ jobs:
         python: ['3.9', '3.10', '3.11', '3.12']
 
     steps:
-    - uses: actions/checkout@v4
+    - uses: actions/checkout@v5
     - name: Install system dependencies
       run: sudo apt-get update && sudo apt-get install -y libkrb5-dev # for kerberos
     - name: Install
diff --git a/.github/workflows/python-release-docs.yml b/.github/workflows/python-release-docs.yml
index 2823563fe5..7a3a163de6 100644
--- a/.github/workflows/python-release-docs.yml
+++ b/.github/workflows/python-release-docs.yml
@@ -30,7 +30,7 @@ jobs:
     runs-on: ubuntu-22.04
 
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v5
       - name: Install poetry
         run: make install-poetry
       - uses: actions/setup-python@v5
diff --git a/.github/workflows/python-release.yml b/.github/workflows/python-release.yml
index a6175ead9e..a4f04b446b 100644
--- a/.github/workflows/python-release.yml
+++ b/.github/workflows/python-release.yml
@@ -89,7 +89,7 @@ jobs:
     needs:
       - validate-inputs
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v5
         with:
           fetch-depth: 1
 
diff --git a/.github/workflows/svn-build-artifacts.yml b/.github/workflows/svn-build-artifacts.yml
index a60a827f25..463dfcbfec 100644
--- a/.github/workflows/svn-build-artifacts.yml
+++ b/.github/workflows/svn-build-artifacts.yml
@@ -35,7 +35,7 @@ jobs:
         os: [ ubuntu-22.04, windows-2022, macos-13, macos-14 ]
 
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v5
         with:
           fetch-depth: 1
 

From 2cc157f6951c56c7a8d9b89ee08e8d2b9522dbc1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 Aug 2025 11:23:43 +0200
Subject: [PATCH 349/357] Build: Bump sqlalchemy from 2.0.41 to 2.0.43 (#2308)

---
 poetry.lock | 106 ++++++++++++++++++++++++----------------------------
 1 file changed, 48 insertions(+), 58 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index c0b20a9f84..2a49d5143c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -5617,70 +5617,60 @@ test = ["pytest"]
 
 [[package]]
 name = "sqlalchemy"
-version = "2.0.41"
+version = "2.0.43"
 description = "Database Abstraction Library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"sql-postgres\" or extra == \"sql-sqlite\""
 files = [
-    {file = "SQLAlchemy-2.0.41-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:6854175807af57bdb6425e47adbce7d20a4d79bbfd6f6d6519cd10bb7109a7f8"},
-    {file = "SQLAlchemy-2.0.41-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:05132c906066142103b83d9c250b60508af556982a385d96c4eaa9fb9720ac2b"},
-    {file = "SQLAlchemy-2.0.41-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8b4af17bda11e907c51d10686eda89049f9ce5669b08fbe71a29747f1e876036"},
-    {file = "SQLAlchemy-2.0.41-cp37-cp37m-musllinux_1_2_aarch64.whl", hash = "sha256:c0b0e5e1b5d9f3586601048dd68f392dc0cc99a59bb5faf18aab057ce00d00b2"},
-    {file = "SQLAlchemy-2.0.41-cp37-cp37m-musllinux_1_2_x86_64.whl", hash = "sha256:0b3dbf1e7e9bc95f4bac5e2fb6d3fb2f083254c3fdd20a1789af965caf2d2348"},
-    {file = "SQLAlchemy-2.0.41-cp37-cp37m-win32.whl", hash = "sha256:1e3f196a0c59b0cae9a0cd332eb1a4bda4696e863f4f1cf84ab0347992c548c2"},
-    {file = "SQLAlchemy-2.0.41-cp37-cp37m-win_amd64.whl", hash = "sha256:6ab60a5089a8f02009f127806f777fca82581c49e127f08413a66056bd9166dd"},
-    {file = "sqlalchemy-2.0.41-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b1f09b6821406ea1f94053f346f28f8215e293344209129a9c0fcc3578598d7b"},
-    {file = "sqlalchemy-2.0.41-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1936af879e3db023601196a1684d28e12f19ccf93af01bf3280a3262c4b6b4e5"},
-    {file = "sqlalchemy-2.0.41-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b2ac41acfc8d965fb0c464eb8f44995770239668956dc4cdf502d1b1ffe0d747"},
-    {file = "sqlalchemy-2.0.41-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:81c24e0c0fde47a9723c81d5806569cddef103aebbf79dbc9fcbb617153dea30"},
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 ]
 
 [package.dependencies]

From 6857670d3b753ceb26a0bbe89d0209ace303938d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 Aug 2025 11:24:00 +0200
Subject: [PATCH 350/357] Build: Bump bodo from 2025.7.5 to 2025.8.1 (#2309)

---
 poetry.lock | 43 ++++++++++++++++++++++---------------------
 1 file changed, 22 insertions(+), 21 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 2a49d5143c..4ce2843f3a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -467,33 +467,33 @@ files = [
 
 [[package]]
 name = "bodo"
-version = "2025.7.5"
+version = "2025.8.1"
 description = "High-Performance Python Compute Engine for Data and AI"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"bodo\""
 files = [
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+    {file = "bodo-2025.8.1-cp39-cp39-win_amd64.whl", hash = "sha256:447e04d079e7f513f9866152f8357899e0e9abf023d075b0091f4437bb825551"},
 ]
 
 [package.dependencies]
@@ -513,6 +513,7 @@ hdf5 = ["h5py"]
 huggingface-hub = ["huggingface_hub"]
 iceberg = ["pyiceberg[glue] (>=0.9)"]
 mysql = ["PyMySQL", "sqlalchemy"]
+openai = ["openai"]
 oracle = ["cx-Oracle", "libaio", "sqlalchemy"]
 plot = ["matplotlib"]
 postgres = ["psycopg2", "sqlalchemy"]

From cdcd29bb9cb61dd1d8c9de405e0b075e44cd45e3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 Aug 2025 11:24:20 +0200
Subject: [PATCH 351/357] Build: Bump actions/download-artifact from 4 to 5
 (#2310)

---
 .github/workflows/nightly-pypi-build.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/nightly-pypi-build.yml b/.github/workflows/nightly-pypi-build.yml
index dea6d653ae..9bb0894159 100644
--- a/.github/workflows/nightly-pypi-build.yml
+++ b/.github/workflows/nightly-pypi-build.yml
@@ -71,7 +71,7 @@ jobs:
 
     steps:
     - name: Download all the artifacts
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v5
       with:
         merge-multiple: true
         path: dist/

From aa74abdef0a7c5f4ed586d0dc330c3597ad4c498 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 Aug 2025 12:25:11 +0200
Subject: [PATCH 352/357] Build: Bump coverage from 7.10.2 to 7.10.3 (#2314)

---
 poetry.lock | 178 ++++++++++++++++++++++++++--------------------------
 1 file changed, 89 insertions(+), 89 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 4ce2843f3a..657762c3f4 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -882,100 +882,100 @@ markers = {main = "platform_system == \"Windows\"", dev = "platform_system == \"
 
 [[package]]
 name = "coverage"
-version = "7.10.2"
+version = "7.10.3"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
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 ]
 
 [package.dependencies]

From ea2ccbd2186ab030b0942adab25e0c8d7b3b7ddb Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 Aug 2025 14:32:06 +0200
Subject: [PATCH 353/357] Build: Bump mmh3 from 5.1.0 to 5.2.0 (#2321)

---
 poetry.lock | 216 +++++++++++++++++++++++++++++++---------------------
 1 file changed, 128 insertions(+), 88 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 657762c3f4..4b0ca452a6 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2900,102 +2900,142 @@ typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "mmh3"
-version = "5.1.0"
+version = "5.2.0"
 description = "Python extension for MurmurHash (MurmurHash3), a set of fast and robust hash functions."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.extras]
-benchmark = ["pymmh3 (==0.0.5)", "pyperf (==2.8.1)", "xxhash (==3.5.0)"]
-docs = ["myst-parser (==4.0.0)", "shibuya (==2024.12.21)", "sphinx (==8.1.3)", "sphinx-copybutton (==0.5.2)"]
-lint = ["black (==24.10.0)", "clang-format (==19.1.7)", "isort (==5.13.2)", "pylint (==3.3.3)"]
-plot = ["matplotlib (==3.10.0)", "pandas (==2.2.3)"]
-test = ["pytest (==8.3.4)", "pytest-sugar (==1.0.0)"]
-type = ["mypy (==1.14.1)"]
+benchmark = ["pymmh3 (==0.0.5)", "pyperf (==2.9.0)", "xxhash (==3.5.0)"]
+docs = ["myst-parser (==4.0.1)", "shibuya (==2025.7.24)", "sphinx (==8.2.3)", "sphinx-copybutton (==0.5.2)"]
+lint = ["black (==25.1.0)", "clang-format (==20.1.8)", "isort (==6.0.1)", "pylint (==3.3.7)"]
+plot = ["matplotlib (==3.10.3)", "pandas (==2.3.1)"]
+test = ["pytest (==8.4.1)", "pytest-sugar (==1.0.0)"]
+type = ["mypy (==1.17.0)"]
 
 [[package]]
 name = "moto"

From 5956b246ff1d772bcc3b9bf2da9926d7a120b86d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 Aug 2025 14:46:06 +0200
Subject: [PATCH 354/357] Build: Bump griffe from 1.9.0 to 1.11.1 (#2322)

---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 4b0ca452a6..977a8e5ad5 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2076,14 +2076,14 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "griffe"
-version = "1.9.0"
+version = "1.11.1"
 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 optional = false
 python-versions = ">=3.9"
 groups = ["docs"]
 files = [
-    {file = "griffe-1.9.0-py3-none-any.whl", hash = "sha256:bcf90ee3ad42bbae70a2a490c782fc8e443de9b84aa089d857c278a4e23215fc"},
-    {file = "griffe-1.9.0.tar.gz", hash = "sha256:b5531cf45e9b73f0842c2121cc4d4bcbb98a55475e191fc9830e7aef87a920a0"},
+    {file = "griffe-1.11.1-py3-none-any.whl", hash = "sha256:5799cf7c513e4b928cfc6107ee6c4bc4a92e001f07022d97fd8dee2f612b6064"},
+    {file = "griffe-1.11.1.tar.gz", hash = "sha256:d54ffad1ec4da9658901eb5521e9cddcdb7a496604f67d8ae71077f03f549b7e"},
 ]
 
 [package.dependencies]
@@ -6438,4 +6438,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9.2, !=3.9.7"
-content-hash = "4f1927f42fe2b901a183d368749e7822e16fbe321eaa16768545650a0e427b02"
+content-hash = "bb54e8caddecc4be1b9614edfd2fe105aa486ed7dca172917df39d6c90b33b0a"
diff --git a/pyproject.toml b/pyproject.toml
index 5d18d422bc..e642f2888b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -109,7 +109,7 @@ mypy-boto3-dynamodb = ">=1.28.18"
 [tool.poetry.group.docs.dependencies]
 # for mkdocs
 mkdocs = "1.6.1"
-griffe = "1.9.0"
+griffe = "1.11.1"
 jinja2 = "3.1.6"
 mkdocstrings = "0.30.0"
 mkdocstrings-python = "1.16.12"

From b44cfa9944a5f5ebafa2c51d0a6ddabe2e0ee507 Mon Sep 17 00:00:00 2001
From: Brad <61765732+ForeverAngry@users.noreply.github.com>
Date: Tue, 12 Aug 2025 15:19:09 -0400
Subject: [PATCH 355/357] refactor: consolidate snapshot expiration into
 MaintenanceTable (#2143)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

<!--
Thanks for opening a pull request!
-->

<!-- Closes #2150 -->

# Rationale for this change

- Consolidates snapshot expiration functionality from the standalone
`ExpireSnapshots` class into the `MaintenanceTable` class for a unified
maintenance API.
- Resolves planned work left over from #1880, and closes
https://github.com/apache/iceberg-python/issues/2142
- Achieves feature and API parity with the Java implementation for
snapshot retention and table maintenance.

# Features & Enhancements

- Introduces `table.maintenance.expire_snapshots()` as the unified entry
point for snapshot expiration and future maintenance operations.
- Retains the existing `ExpireSnapshots` implementation internally. The
`expire_snapshots()` method on `MaintenanceTable` now returns an
`ExpireSnapshots` object, preserving transaction semantics and
supporting context manager usage:
  ```python
  with table.maintenance.expire_snapshots() as expire_snapshots:
      expire_snapshots.by_id(1)
      expire_snapshots.by_id(2)
  ```
- Focuses this PR on refactoring and documentation improvements, while
maintaining compatibility with the prior `ExpireSnapshots` interface.
- Sets a foundation for future expansion of the `MaintenanceTable`
abstraction to encapsulate additional maintenance operations.


# Bug Fixes & Cleanups

- **ManageSnapshots Cleanup
([#2151](https://github.com/apache/iceberg-python/issues/2151))**
- Removes an unrelated instance variable from the `ManageSnapshots`
class, aligning with the Java reference implementation.

# Testing & Documentation

- **Testing:**
  - Tested the new API interface including:
    - Expiration by ID
    - Protection of branch/tag snapshots
- **Documentation:**
  - Added and updated documentation to describe:
    - API usage examples

Preview:
<img width="1686" height="1015" alt="Screenshot 2025-08-11 at 1 37
04 PM"
src="https://github.com/user-attachments/assets/f469f3fc-b4b1-4ec9-b1ca-b9185e22643e"
/>


# Are these changes tested?

Yes. All changes are tested.~, with this PR predicated on the final
changes from #1200.~ This work builds on the framework introduced by
@jayceslesar in #1200 for the `MaintenanceTable`.

# Are there any user-facing changes?

---

**Closes:**
- Closes #2151
- Closes #2142

---------

Co-authored-by: Fokko Driesprong <fokko@apache.org>
Co-authored-by: Kevin Liu <kevin.jq.liu@gmail.com>
---
 mkdocs/docs/api.md                   | 41 +++++++++++++++++++++++++
 pyiceberg/table/__init__.py          | 16 ++++++----
 pyiceberg/table/maintenance.py       | 45 ++++++++++++++++++++++++++++
 pyiceberg/table/update/snapshot.py   | 11 ++++---
 tests/table/test_expire_snapshots.py | 12 ++++----
 5 files changed, 108 insertions(+), 17 deletions(-)
 create mode 100644 pyiceberg/table/maintenance.py

diff --git a/mkdocs/docs/api.md b/mkdocs/docs/api.md
index 1791b112da..1559fdedab 100644
--- a/mkdocs/docs/api.md
+++ b/mkdocs/docs/api.md
@@ -1287,6 +1287,47 @@ with table.manage_snapshots() as ms:
     ms.create_branch(snapshot_id1, "Branch_A").create_tag(snapshot_id2, "tag789")
 ```
 
+## Table Maintenance
+
+PyIceberg provides table maintenance operations through the `table.maintenance` API. This provides a clean interface for performing maintenance tasks like snapshot expiration.
+
+### Snapshot Expiration
+
+Expire old snapshots to clean up table metadata and reduce storage costs:
+
+```python
+# Basic usage - expire a specific snapshot by ID
+table.maintenance.expire_snapshots().by_id(12345).commit()
+
+# Context manager usage (recommended for multiple operations)
+with table.maintenance.expire_snapshots() as expire:
+    expire.by_id(12345)
+    expire.by_id(67890)
+    # Automatically commits when exiting the context
+
+# Method chaining
+table.maintenance.expire_snapshots().by_id(12345).commit()
+```
+
+#### Real-world Example
+
+```python
+def cleanup_old_snapshots(table_name: str, snapshot_ids: list[int]):
+    """Remove specific snapshots from a table."""
+    catalog = load_catalog("production")
+    table = catalog.load_table(table_name)
+
+    # Use context manager for safe transaction handling
+    with table.maintenance.expire_snapshots() as expire:
+        for snapshot_id in snapshot_ids:
+            expire.by_id(snapshot_id)
+
+    print(f"Expired {len(snapshot_ids)} snapshots from {table_name}")
+
+# Usage
+cleanup_old_snapshots("analytics.user_events", [12345, 67890, 11111])
+```
+
 ## Views
 
 PyIceberg supports view operations.
diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index 7d5cc10de5..92bbd60358 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -80,6 +80,7 @@
 from pyiceberg.schema import Schema
 from pyiceberg.table.inspect import InspectTable
 from pyiceberg.table.locations import LocationProvider, load_location_provider
+from pyiceberg.table.maintenance import MaintenanceTable
 from pyiceberg.table.metadata import (
     INITIAL_SEQUENCE_NUMBER,
     TableMetadata,
@@ -115,7 +116,7 @@
     update_table_metadata,
 )
 from pyiceberg.table.update.schema import UpdateSchema
-from pyiceberg.table.update.snapshot import ExpireSnapshots, ManageSnapshots, UpdateSnapshot, _FastAppendFiles
+from pyiceberg.table.update.snapshot import ManageSnapshots, UpdateSnapshot, _FastAppendFiles
 from pyiceberg.table.update.spec import UpdateSpec
 from pyiceberg.table.update.statistics import UpdateStatistics
 from pyiceberg.transforms import IdentityTransform
@@ -1086,6 +1087,15 @@ def inspect(self) -> InspectTable:
         """
         return InspectTable(self)
 
+    @property
+    def maintenance(self) -> MaintenanceTable:
+        """Return the MaintenanceTable object for maintenance.
+
+        Returns:
+            MaintenanceTable object based on this Table.
+        """
+        return MaintenanceTable(self)
+
     def refresh(self) -> Table:
         """Refresh the current table metadata.
 
@@ -1258,10 +1268,6 @@ def manage_snapshots(self) -> ManageSnapshots:
         """
         return ManageSnapshots(transaction=Transaction(self, autocommit=True))
 
-    def expire_snapshots(self) -> ExpireSnapshots:
-        """Shorthand to run expire snapshots by id or by a timestamp."""
-        return ExpireSnapshots(transaction=Transaction(self, autocommit=True))
-
     def update_statistics(self) -> UpdateStatistics:
         """
         Shorthand to run statistics management operations like add statistics and remove statistics.
diff --git a/pyiceberg/table/maintenance.py b/pyiceberg/table/maintenance.py
new file mode 100644
index 0000000000..0fcda35ae9
--- /dev/null
+++ b/pyiceberg/table/maintenance.py
@@ -0,0 +1,45 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+from __future__ import annotations
+
+import logging
+from typing import TYPE_CHECKING
+
+logger = logging.getLogger(__name__)
+
+
+if TYPE_CHECKING:
+    from pyiceberg.table import Table
+    from pyiceberg.table.update.snapshot import ExpireSnapshots
+
+
+class MaintenanceTable:
+    tbl: Table
+
+    def __init__(self, tbl: Table) -> None:
+        self.tbl = tbl
+
+    def expire_snapshots(self) -> ExpireSnapshots:
+        """Return an ExpireSnapshots builder for snapshot expiration operations.
+
+        Returns:
+            ExpireSnapshots builder for configuring and executing snapshot expiration.
+        """
+        from pyiceberg.table import Transaction
+        from pyiceberg.table.update.snapshot import ExpireSnapshots
+
+        return ExpireSnapshots(transaction=Transaction(self.tbl, autocommit=True))
diff --git a/pyiceberg/table/update/snapshot.py b/pyiceberg/table/update/snapshot.py
index 3ffb275ded..9a44024a3c 100644
--- a/pyiceberg/table/update/snapshot.py
+++ b/pyiceberg/table/update/snapshot.py
@@ -907,8 +907,7 @@ def remove_branch(self, branch_name: str) -> ManageSnapshots:
 
 
 class ExpireSnapshots(UpdateTableMetadata["ExpireSnapshots"]):
-    """
-    Expire snapshots by ID.
+    """Expire snapshots by ID.
 
     Use table.expire_snapshots().<operation>().commit() to run a specific operation.
     Use table.expire_snapshots().<operation-one>().<operation-two>().commit() to run multiple operations.
@@ -953,7 +952,7 @@ def _get_protected_snapshot_ids(self) -> Set[int]:
 
         return protected_ids
 
-    def expire_snapshot_by_id(self, snapshot_id: int) -> ExpireSnapshots:
+    def by_id(self, snapshot_id: int) -> ExpireSnapshots:
         """
         Expire a snapshot by its ID.
 
@@ -974,7 +973,7 @@ def expire_snapshot_by_id(self, snapshot_id: int) -> ExpireSnapshots:
 
         return self
 
-    def expire_snapshots_by_ids(self, snapshot_ids: List[int]) -> "ExpireSnapshots":
+    def by_ids(self, snapshot_ids: List[int]) -> "ExpireSnapshots":
         """
         Expire multiple snapshots by their IDs.
 
@@ -986,10 +985,10 @@ def expire_snapshots_by_ids(self, snapshot_ids: List[int]) -> "ExpireSnapshots":
             This for method chaining.
         """
         for snapshot_id in snapshot_ids:
-            self.expire_snapshot_by_id(snapshot_id)
+            self.by_id(snapshot_id)
         return self
 
-    def expire_snapshots_older_than(self, timestamp_ms: int) -> "ExpireSnapshots":
+    def older_than(self, timestamp_ms: int) -> "ExpireSnapshots":
         """
         Expire all unprotected snapshots with a timestamp older than a given value.
 
diff --git a/tests/table/test_expire_snapshots.py b/tests/table/test_expire_snapshots.py
index 82ecb9e493..273b4f631b 100644
--- a/tests/table/test_expire_snapshots.py
+++ b/tests/table/test_expire_snapshots.py
@@ -43,7 +43,7 @@ def test_cannot_expire_protected_head_snapshot(table_v2: Table) -> None:
 
     # Attempt to expire the HEAD snapshot and expect a ValueError
     with pytest.raises(ValueError, match=f"Snapshot with ID {HEAD_SNAPSHOT} is protected and cannot be expired."):
-        table_v2.expire_snapshots().expire_snapshot_by_id(HEAD_SNAPSHOT).commit()
+        table_v2.maintenance.expire_snapshots().by_id(HEAD_SNAPSHOT).commit()
 
     table_v2.catalog.commit_table.assert_not_called()
 
@@ -66,7 +66,7 @@ def test_cannot_expire_tagged_snapshot(table_v2: Table) -> None:
     assert any(ref.snapshot_id == TAGGED_SNAPSHOT for ref in table_v2.metadata.refs.values())
 
     with pytest.raises(ValueError, match=f"Snapshot with ID {TAGGED_SNAPSHOT} is protected and cannot be expired."):
-        table_v2.expire_snapshots().expire_snapshot_by_id(TAGGED_SNAPSHOT).commit()
+        table_v2.maintenance.expire_snapshots().by_id(TAGGED_SNAPSHOT).commit()
 
     table_v2.catalog.commit_table.assert_not_called()
 
@@ -98,7 +98,7 @@ def test_expire_unprotected_snapshot(table_v2: Table) -> None:
     assert all(ref.snapshot_id != EXPIRE_SNAPSHOT for ref in table_v2.metadata.refs.values())
 
     # Expire the snapshot
-    table_v2.expire_snapshots().expire_snapshot_by_id(EXPIRE_SNAPSHOT).commit()
+    table_v2.maintenance.expire_snapshots().by_id(EXPIRE_SNAPSHOT).commit()
 
     table_v2.catalog.commit_table.assert_called_once()
     remaining_snapshots = table_v2.metadata.snapshots
@@ -114,7 +114,7 @@ def test_expire_nonexistent_snapshot_raises(table_v2: Table) -> None:
     table_v2.metadata = table_v2.metadata.model_copy(update={"refs": {}})
 
     with pytest.raises(ValueError, match=f"Snapshot with ID {NONEXISTENT_SNAPSHOT} does not exist."):
-        table_v2.expire_snapshots().expire_snapshot_by_id(NONEXISTENT_SNAPSHOT).commit()
+        table_v2.maintenance.expire_snapshots().by_id(NONEXISTENT_SNAPSHOT).commit()
 
     table_v2.catalog.commit_table.assert_not_called()
 
@@ -152,7 +152,7 @@ def test_expire_snapshots_by_timestamp_skips_protected(table_v2: Table) -> None:
     )
     table_v2.catalog.commit_table.return_value = mock_response
 
-    table_v2.expire_snapshots().expire_snapshots_older_than(future_timestamp).commit()
+    table_v2.maintenance.expire_snapshots().older_than(future_timestamp).commit()
     # Update metadata to reflect the commit (as in other tests)
     table_v2.metadata = mock_response.metadata
 
@@ -215,7 +215,7 @@ def test_expire_snapshots_by_ids(table_v2: Table) -> None:
     assert all(ref.snapshot_id not in (EXPIRE_SNAPSHOT_1, EXPIRE_SNAPSHOT_2) for ref in table_v2.metadata.refs.values())
 
     # Expire the snapshots
-    table_v2.expire_snapshots().expire_snapshots_by_ids([EXPIRE_SNAPSHOT_1, EXPIRE_SNAPSHOT_2]).commit()
+    table_v2.maintenance.expire_snapshots().by_ids([EXPIRE_SNAPSHOT_1, EXPIRE_SNAPSHOT_2]).commit()
 
     table_v2.catalog.commit_table.assert_called_once()
     remaining_snapshots = table_v2.metadata.snapshots

From 731394db7d7f8a39e6dd594efe2081e2c08828bc Mon Sep 17 00:00:00 2001
From: Fokko Driesprong <fokko@apache.org>
Date: Wed, 13 Aug 2025 19:42:29 +0200
Subject: [PATCH 356/357] Document `older_than` of ExpireSnapshots (#2324)

# Rationale for this change

I was looking into this, and took the liberty of changing the API to a
datetime rather than milliseconds to avoid anyone passing in seconds or
microseconds.


# Are these changes tested?

# Are there any user-facing changes?

<!-- In the case of user-facing changes, please add the changelog label.
-->
---
 mkdocs/docs/api.md                   | 11 +++++++----
 pyiceberg/table/update/snapshot.py   | 21 +++++++++++----------
 tests/table/test_expire_snapshots.py |  5 +++--
 3 files changed, 21 insertions(+), 16 deletions(-)

diff --git a/mkdocs/docs/api.md b/mkdocs/docs/api.md
index 1559fdedab..070a6d08e4 100644
--- a/mkdocs/docs/api.md
+++ b/mkdocs/docs/api.md
@@ -1296,7 +1296,13 @@ PyIceberg provides table maintenance operations through the `table.maintenance`
 Expire old snapshots to clean up table metadata and reduce storage costs:
 
 ```python
-# Basic usage - expire a specific snapshot by ID
+# Expire snapshots older than three days
+from datetime import datetime, timedelta
+table.maintenance.expire_snapshots().older_than(
+    datetime.now() - timedelta(days=3)
+).commit()
+
+# Expire a specific snapshot by ID
 table.maintenance.expire_snapshots().by_id(12345).commit()
 
 # Context manager usage (recommended for multiple operations)
@@ -1304,9 +1310,6 @@ with table.maintenance.expire_snapshots() as expire:
     expire.by_id(12345)
     expire.by_id(67890)
     # Automatically commits when exiting the context
-
-# Method chaining
-table.maintenance.expire_snapshots().by_id(12345).commit()
 ```
 
 #### Real-world Example
diff --git a/pyiceberg/table/update/snapshot.py b/pyiceberg/table/update/snapshot.py
index 9a44024a3c..018f6614c1 100644
--- a/pyiceberg/table/update/snapshot.py
+++ b/pyiceberg/table/update/snapshot.py
@@ -22,6 +22,7 @@
 from abc import abstractmethod
 from collections import defaultdict
 from concurrent.futures import Future
+from datetime import datetime
 from functools import cached_property
 from typing import TYPE_CHECKING, Callable, Dict, Generic, List, Optional, Set, Tuple
 
@@ -82,6 +83,7 @@
 )
 from pyiceberg.utils.bin_packing import ListPacker
 from pyiceberg.utils.concurrent import ExecutorFactory
+from pyiceberg.utils.datetime import datetime_to_millis
 from pyiceberg.utils.properties import property_as_bool, property_as_int
 
 if TYPE_CHECKING:
@@ -944,13 +946,11 @@ def _get_protected_snapshot_ids(self) -> Set[int]:
         Returns:
             Set of protected snapshot IDs to exclude from expiration.
         """
-        protected_ids: Set[int] = set()
-
-        for ref in self._transaction.table_metadata.refs.values():
-            if ref.snapshot_ref_type in [SnapshotRefType.TAG, SnapshotRefType.BRANCH]:
-                protected_ids.add(ref.snapshot_id)
-
-        return protected_ids
+        return {
+            ref.snapshot_id
+            for ref in self._transaction.table_metadata.refs.values()
+            if ref.snapshot_ref_type in [SnapshotRefType.TAG, SnapshotRefType.BRANCH]
+        }
 
     def by_id(self, snapshot_id: int) -> ExpireSnapshots:
         """
@@ -988,18 +988,19 @@ def by_ids(self, snapshot_ids: List[int]) -> "ExpireSnapshots":
             self.by_id(snapshot_id)
         return self
 
-    def older_than(self, timestamp_ms: int) -> "ExpireSnapshots":
+    def older_than(self, dt: datetime) -> "ExpireSnapshots":
         """
         Expire all unprotected snapshots with a timestamp older than a given value.
 
         Args:
-            timestamp_ms (int): Only snapshots with timestamp_ms < this value will be expired.
+            dt (datetime): Only snapshots with datetime < this value will be expired.
 
         Returns:
             This for method chaining.
         """
         protected_ids = self._get_protected_snapshot_ids()
+        expire_from = datetime_to_millis(dt)
         for snapshot in self._transaction.table_metadata.snapshots:
-            if snapshot.timestamp_ms < timestamp_ms and snapshot.snapshot_id not in protected_ids:
+            if snapshot.timestamp_ms < expire_from and snapshot.snapshot_id not in protected_ids:
                 self._snapshot_ids_to_expire.add(snapshot.snapshot_id)
         return self
diff --git a/tests/table/test_expire_snapshots.py b/tests/table/test_expire_snapshots.py
index 273b4f631b..e2b2d47b67 100644
--- a/tests/table/test_expire_snapshots.py
+++ b/tests/table/test_expire_snapshots.py
@@ -14,6 +14,7 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
+import datetime
 from unittest.mock import MagicMock
 from uuid import uuid4
 
@@ -142,7 +143,7 @@ def test_expire_snapshots_by_timestamp_skips_protected(table_v2: Table) -> None:
     table_v2.catalog = MagicMock()
 
     # Attempt to expire all snapshots before a future timestamp (so both are candidates)
-    future_timestamp = 9999999999999  # Far in the future, after any real snapshot
+    future_datetime = datetime.datetime.now() + datetime.timedelta(days=1)
 
     # Mock the catalog's commit_table to return the current metadata (simulate no change)
     mock_response = CommitTableResponse(
@@ -152,7 +153,7 @@ def test_expire_snapshots_by_timestamp_skips_protected(table_v2: Table) -> None:
     )
     table_v2.catalog.commit_table.return_value = mock_response
 
-    table_v2.maintenance.expire_snapshots().older_than(future_timestamp).commit()
+    table_v2.maintenance.expire_snapshots().older_than(future_datetime).commit()
     # Update metadata to reflect the commit (as in other tests)
     table_v2.metadata = mock_response.metadata
 

From 0b8a906b1a50703f5822973b5a8bd7198413e4cd Mon Sep 17 00:00:00 2001
From: Gabriel Igliozzi <gaboiglio@gmail.com>
Date: Wed, 13 Aug 2025 12:05:54 -0700
Subject: [PATCH 357/357] remove # type: ignore directive to pass linter checks

---
 pyiceberg/catalog/rest/__init__.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pyiceberg/catalog/rest/__init__.py b/pyiceberg/catalog/rest/__init__.py
index 9d3c6e9646..6a1868e58a 100644
--- a/pyiceberg/catalog/rest/__init__.py
+++ b/pyiceberg/catalog/rest/__init__.py
@@ -276,11 +276,11 @@ def _create_session(self) -> Session:
 
         # Mount custom adapters
         if session_adapters := self.properties.get("session_adapters"):
-            for prefix, adapter in session_adapters.items():  # type: ignore
+            for prefix, adapter in session_adapters.items():
                 session.mount(prefix, adapter)
         # Add custom auth
         if session_auth := self.properties.get("session_auth"):
-            session.auth = session_auth  # type: ignore
+            session.auth = session_auth
 
         return session