From fb04f88147415184d47af11f8340cc64fe3c8223 Mon Sep 17 00:00:00 2001 From: Eric Soroos Date: Mon, 2 Oct 2017 11:50:17 +0000 Subject: [PATCH] Block Allocator docs --- docs/reference/block_allocator.rst | 47 ++++++++++++++++++++++++++++++ docs/reference/internal_design.rst | 2 ++ 2 files changed, 49 insertions(+) create mode 100644 docs/reference/block_allocator.rst diff --git a/docs/reference/block_allocator.rst b/docs/reference/block_allocator.rst new file mode 100644 index 000000000..26be98dc7 --- /dev/null +++ b/docs/reference/block_allocator.rst @@ -0,0 +1,47 @@ +Block Allocator +=============== + +Previous Design +--------------- + +Historically there have been two image allocators in Pillow: +``ImagingAllocateBlock`` and ``ImagingAllocateArray``. The first works +for images smaller than 16MB of data and allocates one large chank of +memory of ``im->linesize * im->ysize`` bytes. The second works for +large images and make one allocation for each scan line of size +``im->linesize`` bytes. This makes for a very sharp transition +between one allocation and potentially thousands of small allocations, +leading to unpredictable performance penalties around the transition. + +New Design +---------- + +``ImagingAllocateArray`` now allocates space for images as a chain of +blocks with a maximum size of 16MB. If there is a memory allocation +error, it falls back to allocating a 4KB block, or at least one scan +line. This is now the default for all internal allocations. + +``ImagingAllocateBlock`` is now only used for those cases when we are +specifically requesting a single segment of memory for sharing with +other code. + +Memory Pools +------------ + +There is now a memory pool to contain a supply of recently freed +blocks, which can then be reused without going back to the OS for a +fresh allocation. This caching of free blocks is currently disabled by +default, but can be enabled and tweaked using three environment +variables: + + * ``PILLOW_ALIGNMENT``, in bytes. Specfies the alignment of memory + allocations. Valid values are powers of 2 between 1 and + 128, inclusive. Defaults to 1. + + * ``PILLOW_BLOCK_SIZE``, in bytes, K, or M. Specifies the maximum + block size for ``ImagingAllocateArray``. Valid values are + integers, with an optional `k` or `m` suffix. Defaults to 16M. + + * ``PILLOW_BLOCKS_MAX`` Specifies the number of freed blocks to + retain to fill future memory requests. Any freed blocks over this + threshold will be returned to the OS immediately. Defaults to 0. diff --git a/docs/reference/internal_design.rst b/docs/reference/internal_design.rst index a8d6e2284..4c0fbb85d 100644 --- a/docs/reference/internal_design.rst +++ b/docs/reference/internal_design.rst @@ -6,3 +6,5 @@ Internal Reference Docs open_files limits + block_allocator +