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gh-135898: Add section to free-threading howto about memory usage.
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Doc/howto/free-threading-python.rst

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@@ -165,3 +165,108 @@ to false. If the flag is true then the :class:`warnings.catch_warnings`
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context manager uses a context variable for warning filters. If the flag is
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false then :class:`~warnings.catch_warnings` modifies the global filters list,
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which is not thread-safe. See the :mod:`warnings` module for more details.
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Increased memory usage
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----------------------
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The free-threaded build will typically use more memory compared to the default
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build. There are multiple reasons for this, mostly due to design decisions.
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All interned strings are immortal
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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For modern Python versions (since version 2.3), interning a string (e.g. with
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:func:`sys.intern`) does not cause it to become immortal. Instead, if the last
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reference to that string disappears, it will be removed from the interned
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string table. This is not the case for the free-threaded build and any interned
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string will become immortal, surviving until interpreter shutdown.
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Non-GC objects have a larger object header
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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The free-threaded build uses a different :c:type:`PyObject` structure. Instead
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of having the GC related information allocated before the :c:type:`PyObject`
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structure, like in the default build, the GC related info is part of the normal
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object header. For example, on the AMD64 platform, ``None`` uses 32 bytes on
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the free-threaded build vs 16 bytes for the default build. GC objects (such as
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dicts and lists) are the same size for both builds since the free-threaded
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build does not use additional space for the GC info.
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QSBR can delay freeing of memory
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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In order to safely implement lock-free data structures, a safe memory
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reclamation (SMR) scheme is used, known as quiescent state-based reclamation
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(QSBR). This means that the memory backing data structures allowing lock-free
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access will use QSBR, which defers the free operation, rather than immediately
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freeing the memory. Two examples of these data structures are the list object
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and the dictionary keys object. See ``InternalDocs/qsbr.md`` in the CPython
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source tree for more details on how QSBR is implemented. Running
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:func:`gc.collect` should cause all memory being held by QSBR to be actually
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freed. Note that even when QSBR frees the memory, mimalloc may not immediately
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return that memory to the OS and so the resident set size (RSS) of the process
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might not decrease.
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mimalloc allocator vs pymalloc
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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The default build will normally use the "pymalloc" memory allocator for small
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allocations (512 bytes or smaller). The free-threaded build does not use
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pymalloc and allocates all Python objects using the "mimalloc" allocator. The
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pymalloc allocator has the following properties that help keep memory usage
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low: per-allocated-block overhead is small, effectively prevents memory
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fragmentation, and quickly returns free memory to the operating system. The
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mimalloc allocator does quite well in these respects as well but can have some
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more overhead.
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In the free-threaded build, mimalloc manages memory in a number of separate
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heaps (currently five). For example, all GC supporting objects are allocated
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from their own heap. Using separate heaps means that free memory in one heap
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cannot be used for an allocation that uses another heap. Also, some heaps are
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configured to use QSBR (quiescent-state based reclamation) when freeing the
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memory that backs up the heap (known as "pages" in mimalloc terminology). The
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details of QSBR are their own topic but the short summary is that it creates a
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delay between the object being freed and the memory being released, either for
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new allocations or back to the OS.
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The mimalloc allocator also defers returning memory back to the OS. You can
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reduce that delay by setting the environment variable
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:envvar:`!MIMALLOC_PURGE_DELAY` to ``0``. Note that this will likely reduce
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the performance of the allocator.
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Free-threaded reference counting can cause objects to live longer
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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In the default build, when an object's reference count reaches zero, it is
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normally deallocated. The free-threaded build uses "biased reference
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counting", with a fast-path for objects "owned" by the current thread and a
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slow path for other objects. See :pep:`703` for additional details. Any time
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an object's reference count ends up in a "queued" state, deallocation can be
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deferred. The queued state is cleared from the "eval breaker" section of the
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bytecode evaluator.
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The free-threaded build also allows a different mode of reference counting,
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known as "deferred reference counting". This mode is enabled by setting a flag
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on a per-object basis. Deferred reference counting is enabled for the
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following types:
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* module objects
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* module top-level functions
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* class methods defined in the class scope
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* descriptor objects
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* thread-local objects, created by :class:`_thread._local`
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When deferred reference counting is enabled, references from Python function
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stacks are not added to the reference count. This scheme reduces the overhead
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of reference counting, especially for objects used from multiple threads.
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Because the stack references are not counted, objects with deferred reference
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counting are not immediately freed when their internal reference count goes to
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zero. Instead, they are examined by the next GC run and, if no stack
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references to them are found, they are freed. This means these objects are
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freed by the GC and not when their reference count goes to zero, as is typical.

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