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cuGraph API changes#1517

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matea16 merged 3 commits intomemgraph-3-8from
cugraph-updates
Feb 5, 2026
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cuGraph API changes#1517
matea16 merged 3 commits intomemgraph-3-8from
cugraph-updates

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@mattkjames7 mattkjames7 commented Jan 30, 2026

Release note

Some small changes to the API for some cuGraph MAGE modules:

  • betweenness-centraliy: new k parameter
  • generator: added source and target outputs
  • leiden: added theta input
  • spectral_cluster: default value of max iterations changed

Related product PRs

PRs from product repo this doc page is related to:
memgraph/memgraph#3709

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  • Add appropriate milestone (current release cycle)
  • Add bugfix or feature label, based on the product PR type you're documenting
  • Make sure all relevant tech details are documented
  • Check all content with Grammarly
  • Perform a self-review of my code
  • The build passes locally
  • My changes generate no new warnings or errors

@mattkjames7 mattkjames7 added this to the Memgraph 3.8 milestone Jan 30, 2026
@mattkjames7 mattkjames7 self-assigned this Jan 30, 2026
@mattkjames7 mattkjames7 added the feature Documentation related to a new product feature of feature update label Jan 30, 2026
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@mattkjames7 mattkjames7 changed the base branch from main to memgraph-3-8 January 30, 2026 14:17
@matea16 matea16 merged commit 66072ed into memgraph-3-8 Feb 5, 2026
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@matea16 matea16 deleted the cugraph-updates branch February 5, 2026 10:58
matea16 added a commit that referenced this pull request Feb 11, 2026
* init

* Added load_from_str() to json_util query module (#1491)

* Monorepo (#1511)

* Replace references to MAGE repo with Memgraph

* change more references to mage

* some fixes to links

* fix mage build instructions

---------

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* Start adding changelog items

* Added the first few changelog items

* Added total of 10 changelog items

* Added more changelog items

* Added forgotten item

* Added more changelog items

* Added more changelog items

* docs: Document standalone chart integration with Prometheus (#1497)

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* docs (#1502)

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* Builtin function for roles and username (#1503)

* docs

* docs

* docs

---------

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* Update for pattern comprehensions (#1504)

- nested
- named path

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* feat: Update config feature (#1506)

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* feat: Recover remote snapshot (#1507)

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* docs: Describe usage of optional .old dir (#1509)

* docs: Describe usage of optional .old dir

* docs: Document HA scenario

---------

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* feat: Add tolerations to HA chart (#1500)

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* feat: Add terminationGracePeriod to HA chart (#1499)

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* feat: Single-step HA K8s installation (#1508)

* feat: Single-step K8s installation

* docs: Describe different installation namespace

---------

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* fix: CRON filed described as the 5-field standard, instead of the used 6-field one (#1515)

* fix: HA reference architectures link (#1513)

* Update CRON explanation to 6 filed cron

---------

Co-authored-by: Andi Skrgat <andi8647@gmail.com>
Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* Add more changelog items

* Add more changelog items

* Add most of the changelog items

* Add missing changelog item

* Add the rest of memgraph changelog items

* Add one more changelog item

* Add all mage release notes

* fix: Better explanation of the interaction between users/roles and multi-tenancy (#1516)

* fix: HA reference architectures link (#1513)

* better user/role explanation

* multi-role <-> multi-tenant fixes

---------

Co-authored-by: Andi Skrgat <andi8647@gmail.com>
Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* cuGraph API changes (#1517)

* cuGraph API changes

* fix

---------

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* docs (#1518)

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* docs: Guide Memgraph HA + Envoy Gateway (#1519)

* fix: HA reference architectures link (#1513)

* docs: Guide Memgraph HA + Envoy Gateway

---------

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* feat: Add metrics port definition (#1520)

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* Cugraph workflow (#1522)

* Update docs for new cuGraph image

* update build instructions

---------

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* Add the changelog item from yestearday

* Add latest changelog items

* Add latest changelog items

* feat: Document LOAD JSONL, LOAD PARQUET and LOAD CSV clauses (#1468)

* docs: Add docs for JSONL

* feat: Add docs for JSONL, CSV and Parquet all 3 ways of loading

* fix: build

* fix: Public URLs

* Apply suggestions from code review

* Update pages/data-migration/parquet.mdx

---------

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* Tofloatlist (#1525)

* added new functions

* resolve deployment issue

---------

Co-authored-by: matea16 <mateapesic@hotmail.com>
Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* Cleanup MAGE build commands (#1485)

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* new: Add Lab 3.8 release notes and docs update (#1523)

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* feat: Add information about all telemetry data collected (#1492)

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* polish vector index docs (#1526)

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* add llm query module docs (#1527)

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* Add latest changelog items

* Parallel runtime (#1521)

* touch

* V1

* enterprise update

* perf section

* Apply suggestions from code review

---------

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>

* Auth modules update (#1524)

* auth module communication update

* fix deployment issue

---------

Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com>
Co-authored-by: matea16 <mateapesic@hotmail.com>

---------

Co-authored-by: Dr Matt James <mattkjames7@gmail.com>
Co-authored-by: Marko Budiselic <marko.budiselic@memgraph.com>
Co-authored-by: Andi Skrgat <andi8647@gmail.com>
Co-authored-by: Ivan Milinović <44698587+imilinovic@users.noreply.github.com>
Co-authored-by: Gareth Andrew Lloyd <gareth@ignition-web.co.uk>
Co-authored-by: andrejtonev <29177572+andrejtonev@users.noreply.github.com>
Co-authored-by: Toni <toni.lastre@memgraph.io>
Co-authored-by: colinbarry <colin.barry@memgraph.io>
Co-authored-by: David Ivekovic <david.ivekovic@memgraph.io>
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