PEP 445
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236
pep-0445.txt
236
pep-0445.txt
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@ -46,53 +46,84 @@ API changes
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- ``void* PyMem_RawMalloc(size_t size)``
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- ``void* PyMem_RawRealloc(void *ptr, size_t new_size)``
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- ``void PyMem_RawFree(void *ptr)``
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- the behaviour of requesting zero bytes is not defined: return *NULL* or a
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distinct non-*NULL* pointer depending on the platform.
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* Add a new ``PyMemAllocators`` structure::
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* Add a new ``PyMemBlockAllocator`` structure::
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typedef struct {
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/* user context passed as the first argument to the 3 functions */
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void *ctx;
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/* allocate memory */
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/* allocate a memory block */
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void* (*malloc) (void *ctx, size_t size);
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/* allocate memory or resize a memory buffer */
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/* allocate or resize a memory block */
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void* (*realloc) (void *ctx, void *ptr, size_t new_size);
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/* release memory */
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/* release a memory block */
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void (*free) (void *ctx, void *ptr);
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} PyMemAllocators;
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} PyMemBlockAllocator;
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* Add new functions to get and set memory block allocators:
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- ``void PyMem_GetRawAllocators(PyMemAllocators *allocators)``
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- ``void PyMem_SetRawAllocators(PyMemAllocators *allocators)``
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- ``void PyMem_GetAllocators(PyMemAllocators *allocators)``
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- ``void PyMem_SetAllocators(PyMemAllocators *allocators)``
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- ``void PyObject_GetAllocators(PyMemAllocators *allocators)``
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- ``void PyObject_SetAllocators(PyMemAllocators *allocators)``
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- Get/Set internal functions of ``PyMem_RawMalloc()``,
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``PyMem_RawRealloc()`` and ``PyMem_RawFree()``:
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* Add new functions to get and set memory mapping allocators:
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* ``void PyMem_GetRawAllocator(PyMemBlockAllocator *allocator)``
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* ``void PyMem_SetRawAllocator(PyMemBlockAllocator *allocator)``
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- ``void _PyObject_GetArenaAllocators(void **ctx_p, void* (**malloc_p) (void *ctx, size_t size), void (**free_p) (void *ctx, void *ptr, size_t size))``
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- ``void _PyObject_SetArenaAllocators(void *ctx, void* (*malloc) (void *ctx, size_t size), void (*free) (void *ctx, void *ptr, size_t size))``
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- Get/Set internal functions of ``PyMem_Malloc()``,
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``PyMem_Realloc()`` and ``PyMem_Free()``:
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* ``void PyMem_GetAllocator(PyMemBlockAllocator *allocator)``
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* ``void PyMem_SetAllocator(PyMemBlockAllocator *allocator)``
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* ``malloc(ctx, 0)`` and ``realloc(ctx, ptr, 0)`` must not return *NULL*:
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it would be treated as an error.
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- Get/Set internal functions of ``PyObject_Malloc()``,,
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``PyObject_Realloc()`` and ``PyObject_Free()``:
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* ``void PyObject_GetAllocator(PyMemBlockAllocator *allocator)``
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* ``void PyObject_SetAllocator(PyMemBlockAllocator *allocator)``
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* Add a new ``PyMemMappingAllocator`` structure::
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typedef struct {
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/* user context passed as the first argument to the 2 functions */
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void *ctx;
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/* allocate a memory mapping */
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void* (*malloc) (void *ctx, size_t size);
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/* release a memory mapping */
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void (*free) (void *ctx, void *ptr, size_t size);
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} PyMemMappingAllocator;
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* Add a new function to get and set memory mapping allocator:
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- ``void PyMem_GetMappingAllocator(PyMemMappingAllocator *allocator)``
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- ``void PyMem_SetMappingAllocator(PyMemMappingAllocator *allocator)``
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- Currently, this allocator is only used internally by *pymalloc* to allocate
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arenas.
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* Add a new function to setup the builtin Python debug hooks when memory
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allocators are replaced:
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- ``void PyMem_SetupDebugHooks(void)``
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.. note::
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The builtin Python debug hooks were introduced in Python 2.3 and implement the
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following checks:
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The builtin Python debug hooks were introduced in Python 2.3 and implement the
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following checks:
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* Newly allocated memory is filled with the byte 0xCB, freed memory is filled
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with the byte 0xDB.
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* Detect API violations, ex: ``PyObject_Free()`` called on a memory block
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* Newly allocated memory is filled with the byte ``0xCB``, freed memory is
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filled with the byte ``0xDB``.
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* Detect API violations, ex: ``PyObject_Free()`` called on a memory block
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allocated by ``PyMem_Malloc()``
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* Detect write before the start of the buffer (buffer underflow)
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* Detect write after the end of the buffer (buffer overflow)
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* Detect write before the start of the buffer (buffer underflow)
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* Detect write after the end of the buffer (buffer overflow)
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The *pymalloc* allocator is used by default for:
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``PyObject_Malloc()``, ``PyObject_Realloc()`` and ``PyObject_Free()``.
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Make usage of these new APIs
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@ -117,10 +148,10 @@ Make usage of these new APIs
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Examples
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========
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Use case 1: Replace Memory Allocators, keep pymalloc
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Use case 1: Replace Memory Allocator, keep pymalloc
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----------------------------------------------------
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Setup your custom memory allocators, keeping pymalloc. Dummy example wasting 2
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Setup your custom memory allocator, keeping pymalloc. Dummy example wasting 2
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bytes per allocation, and 10 bytes per arena::
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#include <stdlib.h>
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@ -156,30 +187,30 @@ bytes per allocation, and 10 bytes per arena::
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free(ptr);
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}
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void setup_custom_allocators(void)
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void setup_custom_allocator(void)
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{
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PyMemAllocators alloc;
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PyMemBlockAllocator alloc;
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alloc.ctx = &alloc_padding;
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alloc.malloc = my_malloc;
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alloc.realloc = my_realloc;
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alloc.free = my_free;
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PyMem_SetRawAllocators(&alloc);
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PyMem_SetAllocators(&alloc);
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PyMem_SetRawAllocator(&alloc);
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PyMem_SetAllocator(&alloc);
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_PyObject_SetArenaAllocators(&arena_padding,
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_PyObject_SetArenaAllocator(&arena_padding,
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my_alloc_arena, my_free_arena);
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PyMem_SetupDebugHooks();
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}
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.. warning::
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Remove the call ``PyMem_SetRawAllocators(&alloc)`` if the new allocators
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Remove the call ``PyMem_SetRawAllocator(&alloc)`` if the new allocator
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are not thread-safe.
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Use case 2: Replace Memory Allocators, override pymalloc
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Use case 2: Replace Memory Allocator, override pymalloc
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--------------------------------------------------------
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If your allocator is optimized for allocation of small objects (less than 512
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@ -209,23 +240,23 @@ Dummy Example wasting 2 bytes per allocation::
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free(ptr);
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}
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void setup_custom_allocators(void)
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void setup_custom_allocator(void)
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{
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PyMemAllocators alloc;
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PyMemBlockAllocator alloc;
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alloc.ctx = &padding;
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alloc.malloc = my_malloc;
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alloc.realloc = my_realloc;
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alloc.free = my_free;
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PyMem_SetRawAllocators(&alloc);
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PyMem_SetAllocators(&alloc);
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PyObject_SetAllocators(&alloc);
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PyMem_SetRawAllocator(&alloc);
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PyMem_SetAllocator(&alloc);
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PyObject_SetAllocator(&alloc);
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PyMem_SetupDebugHooks();
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}
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.. warning::
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Remove the call ``PyMem_SetRawAllocators(&alloc)`` if the new allocators
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Remove the call ``PyMem_SetRawAllocator(&alloc)`` if the new allocator
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are not thread-safe.
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@ -236,15 +267,15 @@ Use case 3: Setup Allocator Hooks
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Example to setup hooks on all memory allocators::
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struct {
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PyMemAllocators pymem;
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PyMemAllocators pymem_raw;
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PyMemAllocators pyobj;
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PyMemBlockAllocator pymem;
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PyMemBlockAllocator pymem_raw;
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PyMemBlockAllocator pyobj;
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/* ... */
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} hook;
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static void* hook_malloc(void *ctx, size_t size)
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{
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PyMemAllocators *alloc = (PyMemAllocators *)ctx;
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PyMemBlockAllocator *alloc = (PyMemBlockAllocator *)ctx;
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/* ... */
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ptr = alloc->malloc(alloc->ctx, size);
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/* ... */
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@ -253,7 +284,7 @@ Example to setup hooks on all memory allocators::
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static void* hook_realloc(void *ctx, void *ptr, size_t new_size)
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{
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PyMemAllocators *alloc = (PyMemAllocators *)ctx;
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PyMemBlockAllocator *alloc = (PyMemBlockAllocator *)ctx;
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void *ptr2;
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/* ... */
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ptr2 = alloc->realloc(alloc->ctx, ptr, new_size);
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@ -263,7 +294,7 @@ Example to setup hooks on all memory allocators::
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static void hook_free(void *ctx, void *ptr)
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{
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PyMemAllocators *alloc = (PyMemAllocators *)ctx;
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PyMemBlockAllocator *alloc = (PyMemBlockAllocator *)ctx;
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/* ... */
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alloc->free(alloc->ctx, ptr);
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/* ... */
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@ -271,7 +302,7 @@ Example to setup hooks on all memory allocators::
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void setup_hooks(void)
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{
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PyMemAllocators alloc;
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PyMemBlockAllocator alloc;
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static int installed = 0;
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if (installed)
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alloc.realloc = hook_realloc;
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alloc.free = hook_free;
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PyMem_GetRawAllocators(&hook.pymem_raw);
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PyMem_GetRawAllocator(&hook.pymem_raw);
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alloc.ctx = &hook.pymem_raw;
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PyMem_SetRawAllocators(&alloc);
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PyMem_SetRawAllocator(&alloc);
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PyMem_GetAllocators(&hook.pymem);
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PyMem_GetAllocator(&hook.pymem);
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alloc.ctx = &hook.pymem;
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PyMem_SetAllocators(&alloc);
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PyMem_SetAllocator(&alloc);
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PyObject_GetAllocators(&hook.pyobj);
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PyObject_GetAllocator(&hook.pyobj);
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alloc.ctx = &hook.pyobj;
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PyObject_SetAllocators(&alloc);
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PyObject_SetAllocator(&alloc);
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}
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.. warning::
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Remove the call ``PyMem_SetRawAllocators(&alloc)`` if hooks are not
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Remove the call ``PyMem_SetRawAllocator(&alloc)`` if hooks are not
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thread-safe.
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.. note::
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@ -326,13 +357,19 @@ Only have one generic get/set function
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Replace the 6 functions:
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* ``PyMem_GetRawAllocators()``, ``PyMem_GetAllocators()``, ``PyObject_GetAllocators()``
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* ``PyMem_SetRawAllocators(allocators)``, ``PyMem_SetAllocators(allocators)``, ``PyObject_SetAllocators(allocators)``
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* ``PyMem_GetRawAllocator(PyMemBlockAllocator *allocator)``
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* ``PyMem_GetAllocator(PyMemBlockAllocator *allocator)``
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* ``PyObject_GetAllocator(PyMemBlockAllocator *allocator)``
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* ``PyMem_SetRawAllocator(allocator)``
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* ``PyMem_SetAllocator(PyMemBlockAllocator *allocator)``
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* ``PyObject_SetAllocator(PyMemBlockAllocator *allocator)``
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with 2 functions with an additional *domain* argument:
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* ``Py_GetAllocators(domain)``
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* ``Py_SetAllocators(domain, allocators)``
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* ``int Py_GetAllocator(int domain, PyMemBlockAllocator *allocator)``
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* ``int Py_SetAllocator(int domain, PyMemBlockAllocator *allocator)``
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These functions return 0 on success, or -1 if the domain is unknown.
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where domain is one of these values:
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@ -341,9 +378,19 @@ where domain is one of these values:
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* ``PYALLOC_PYOBJECT``
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``_PyObject_GetArenaAllocators()`` and ``_PyObject_SetArenaAllocators()`` are
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not merged and kept private because their prototypes are different and they are
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specific to pymalloc.
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PyMem_Malloc() reuses PyMem_RawMalloc() by default
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--------------------------------------------------
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``PyMem_Malloc()`` should call ``PyMem_RawMalloc()`` by default. So calling
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``PyMem_SetRawAllocator()`` would also also patch ``PyMem_Malloc()``
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indirectly.
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Such change is less optimal, it adds another level of indirection.
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In the proposed implementation of this PEP (issue #3329), ``PyMem_RawMalloc()``
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calls directly ``malloc()``, whereas ``PyMem_Malloc()`` returns ``NULL`` if
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size is larger than ``PY_SSIZE_T_MAX``, and the default allocator of
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``PyMem_Malloc()`` calls ``malloc(1)`` if the size is zero.
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Add a new PYDEBUGMALLOC environment variable
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@ -353,8 +400,8 @@ To be able to use the Python builtin debug hooks even when a custom memory
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allocator replaces the default Python allocator, an environment variable
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``PYDEBUGMALLOC`` can be added to setup these debug function hooks, instead of
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adding the new function ``PyMem_SetupDebugHooks()``. If the environment
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variable is present, ``PyMem_SetRawAllocators()``, ``PyMem_SetAllocators()``
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and ``PyObject_SetAllocators()`` will reinstall automatically the hook on top
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variable is present, ``PyMem_SetRawAllocator()``, ``PyMem_SetAllocator()``
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and ``PyObject_SetAllocator()`` will reinstall automatically the hook on top
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of the new allocator.
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An new environment variable would make the Python initialization even more
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@ -386,21 +433,6 @@ objects of differenet types would have the same allocation location. Such
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changes add too much complexity for a little gain.
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No context argument
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-------------------
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Simplify the signature of allocator functions, remove the context argument:
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* ``void* malloc(size_t size)``
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* ``void* realloc(void *ptr, size_t new_size)``
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* ``void free(void *ptr)``
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It is likely for an allocator hook to be reused for ``PyMem_SetAllocators()``
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and ``PyObject_SetAllocators()``, but the hook must call a different function
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depending on the allocator. The context is a convenient way to reuse the same
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allocator or hook for different APIs.
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PyMem_Malloc() GIL-free
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-----------------------
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@ -436,7 +468,6 @@ be seen. Remaining ``malloc()`` may allocate a lot of memory and so would be
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missed in reports.
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Use existing debug tools to analyze the memory
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----------------------------------------------
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@ -458,6 +489,36 @@ information. Being able to setup a hook on allocators called with the GIL held
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allow to read a lot of useful data from Python internals.
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Add msize()
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-----------
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Add another field to ``PyMemBlockAllocator`` and ``PyMemMappingAllocator``::
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size_t msize(void *ptr);
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This function returns the size of a memory block or a memory mapping. Return
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(size_t)-1 if the function is not implemented or if the pointer is unknown
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(ex: NULL pointer).
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On Windows, this function can be implemented using ``_msize()`` and
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``VirtualQuery()``.
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No context argument
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-------------------
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Simplify the signature of allocator functions, remove the context argument:
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* ``void* malloc(size_t size)``
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* ``void* realloc(void *ptr, size_t new_size)``
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* ``void free(void *ptr)``
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It is likely for an allocator hook to be reused for ``PyMem_SetAllocator()``
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and ``PyObject_SetAllocator()``, but the hook must call a different function
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depending on the allocator. The context is a convenient way to reuse the same
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allocator or hook for different APIs.
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External libraries
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==================
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@ -476,7 +537,6 @@ See also the `GNU libc: Memory Allocation Hooks
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<http://www.gnu.org/software/libc/manual/html_node/Hooks-for-Malloc.html>`_.
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Memory allocators
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=================
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@ -490,18 +550,24 @@ tcmalloc which is part of `gperftools <http://code.google.com/p/gperftools/>`_.
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mappings are usually used for large allocations (ex: larger than 256 KB),
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whereas the heap is used for small allocations.
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The heap is handled by ``brk()`` and ``sbrk()`` system calls on Linux, and is
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contiguous. Memory mappings are handled by ``mmap()`` on UNIX and
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On UNIX, the heap is handled by ``brk()`` and ``sbrk()`` system calls on Linux,
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and it is contiguous. On Windows, the heap is handled by ``HeapAlloc()`` and
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may be discontiguous. Memory mappings are handled by ``mmap()`` on UNIX and
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``VirtualAlloc()`` on Windows, they may be discontiguous.
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Releasing a memory mapping gives back immediatly the memory to the system. For
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the heap, memory is only given back to the system if it is at the end of the
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heap. Otherwise, the memory will only be given back to the system when all the
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memory located after the released memory are also released. To allocate memory
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in the heap, the allocator tries to reuse free space. If there is no contiguous
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space big enough, the heap must be increased, even if we have more free space
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than required size. This issue is called the "memory fragmentation": the
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memory usage seen by the system may be much higher than real usage.
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memory located after the released memory are also released.
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To allocate memory in the heap, the allocator tries to reuse free space. If
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there is no contiguous space big enough, the heap must be increased, even if we
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have more free space than required size. This issue is called the "memory
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fragmentation": the memory usage seen by the system may be much higher than
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real usage.
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On Windows, ``HeapAlloc()`` creates a new memory mapping with
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``VirtualAlloc()`` if there is not enough free contiguous memory.
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CPython has a pymalloc allocator using arenas of 256 KB for allocations smaller
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than 512 bytes. This allocator is optimized for small objects with a short
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