llvmlite

A Lightweight LLVM Python Binding for Writing JIT Compilers

llvmlite is a project originally tailored for Numba’s needs, using the following approach:

A small C wrapper around the parts of the LLVM C++ API we need that are not already exposed by the LLVM C API.
A ctypes Python wrapper around the C API.
A pure Python implementation of the subset of the LLVM IR builder that we need for Numba.

Why llvmlite

The old llvmpy binding exposes a lot of LLVM APIs but the mapping of C++-style memory management to Python is error prone. Numba and many JIT compilers do not need a full LLVM API. Only the IR builder, optimizer, and JIT compiler APIs are necessary.

Key Benefits

The IR builder is pure Python code and decoupled from LLVM’s frequently-changing C++ APIs.
Materializing a LLVM module calls LLVM’s IR parser which provides better error messages than step-by-step IR building through the C++ API (no more segfaults or process aborts).
Most of llvmlite uses the LLVM C API which is small but very stable (low maintenance when changing LLVM version).
The binding is not a Python C-extension, but a plain DLL accessed using ctypes (no need to wrestle with Python’s compiler requirements and C++ 11 compatibility).
The Python binding layer has sane memory management.
llvmlite is quite faster than llvmpy’s thanks to a much simpler architeture (the Numba test suite is twice faster than it was).

llvmpy Compatibility Layer

The llvmlite.llvmpy namespace provides a minimal llvmpy compatibility layer.

Compatibility

llvmlite works with Python 3.7 and greater.

As of version 0.37.0, llvmlite requires LLVM 11.x.x on all architectures

Historical compatibility table:

llvmlite versions	compatible LLVM versions
0.37.0 - …	11.x.x
0.34.0 - 0.36.0	10.0.x (9.0.x for aarch64 only)
0.33.0	9.0.x
0.29.0 - 0.32.0	7.0.x, 7.1.x, 8.0.x
0.27.0 - 0.28.0	7.0.x
0.23.0 - 0.26.0	6.0.x
0.21.0 - 0.22.0	5.0.x
0.17.0 - 0.20.0	4.0.x
0.16.0 - 0.17.0	3.9.x
0.13.0 - 0.15.0	3.8.x
0.9.0 - 0.12.1	3.7.x
0.6.0 - 0.8.0	3.6.x
0.1.0 - 0.5.1	3.5.x

Documentation

You’ll find the documentation at http://llvmlite.pydata.org

Pre-built binaries

We recommend you use the binaries provided by the Numba team for the Conda package manager. You can find them in Numba’s anaconda.org channel. For example:

$ conda install --channel=numba llvmlite

(or, simply, the official llvmlite package provided in the Anaconda distribution)

Other build methods

If you don’t want to use our pre-built packages, you can compile and install llvmlite yourself. The documentation will teach you how: http://llvmlite.pydata.org/en/latest/install/index.html

Release files for llvmlite 0.39.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for llvmlite 0.39.1
File	Size	Uploaded
llvmlite-0.39.1.tar.gz	132.8 kB	Sep 2, 2022	Details

Built distributions (wheels)

Table of built distributions (wheels) for llvmlite 0.39.1
File	Interpreter	ABI	Platform	Reset
llvmlite-0.39.1-cp310-cp310-win_amd64.whl 23.2 MB Sep 2, 2022	CPython 3.10	CPython 3.10	Windows x86-64	Details
llvmlite-0.39.1-cp310-cp310-win32.whl 19.1 MB Sep 2, 2022	CPython 3.10	CPython 3.10	Windows x86-32	Details
llvmlite-0.39.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 34.6 MB Sep 2, 2022	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64	Details
llvmlite-0.39.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl 37.5 MB Sep 2, 2022	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-32	Details
llvmlite-0.39.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 33.8 MB Sep 2, 2022	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARM64	Details
llvmlite-0.39.1-cp310-cp310-macosx_11_0_arm64.whl 23.1 MB Sep 2, 2022	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
llvmlite-0.39.1-cp310-cp310-macosx_10_9_x86_64.whl 25.5 MB Sep 2, 2022	CPython 3.10	CPython 3.10	macOS 10.9+ x86-64	Details
llvmlite-0.39.1-cp39-cp39-win_amd64.whl 23.2 MB Sep 2, 2022	CPython 3.9	CPython 3.9	Windows x86-64	Details
llvmlite-0.39.1-cp39-cp39-win32.whl 19.1 MB Sep 2, 2022	CPython 3.9	CPython 3.9	Windows x86-32	Details
llvmlite-0.39.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 34.6 MB Sep 2, 2022	CPython 3.9	CPython 3.9	Linux glibc 2.17+ x86-64	Details
llvmlite-0.39.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl 37.5 MB Sep 2, 2022	CPython 3.9	CPython 3.9	Linux glibc 2.17+ x86-32	Details
llvmlite-0.39.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 33.8 MB Sep 2, 2022	CPython 3.9	CPython 3.9	Linux glibc 2.17+ ARM64	Details
llvmlite-0.39.1-cp39-cp39-macosx_11_0_arm64.whl 23.1 MB Sep 2, 2022	CPython 3.9	CPython 3.9	macOS 11.0+ ARM64	Details
llvmlite-0.39.1-cp39-cp39-macosx_10_9_x86_64.whl 25.5 MB Sep 2, 2022	CPython 3.9	CPython 3.9	macOS 10.9+ x86-64	Details
llvmlite-0.39.1-cp38-cp38-win_amd64.whl 23.2 MB Sep 2, 2022	CPython 3.8	CPython 3.8	Windows x86-64	Details
llvmlite-0.39.1-cp38-cp38-win32.whl 19.1 MB Sep 2, 2022	CPython 3.8	CPython 3.8	Windows x86-32	Details
llvmlite-0.39.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 34.6 MB Sep 2, 2022	CPython 3.8	CPython 3.8	Linux glibc 2.17+ x86-64	Details
llvmlite-0.39.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl 37.5 MB Sep 2, 2022	CPython 3.8	CPython 3.8	Linux glibc 2.17+ x86-32	Details
llvmlite-0.39.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 33.8 MB Sep 2, 2022	CPython 3.8	CPython 3.8	Linux glibc 2.17+ ARM64	Details
llvmlite-0.39.1-cp38-cp38-macosx_11_0_arm64.whl 23.1 MB Sep 2, 2022	CPython 3.8	CPython 3.8	macOS 11.0+ ARM64	Details
llvmlite-0.39.1-cp38-cp38-macosx_10_9_x86_64.whl 25.5 MB Sep 2, 2022	CPython 3.8	CPython 3.8	macOS 10.9+ x86-64	Details
llvmlite-0.39.1-cp37-cp37m-win_amd64.whl 23.2 MB Sep 2, 2022	CPython 3.7	CPython 3.7 pymalloc	Windows x86-64	Details
llvmlite-0.39.1-cp37-cp37m-win32.whl 19.1 MB Sep 2, 2022	CPython 3.7	CPython 3.7 pymalloc	Windows x86-32	Details
llvmlite-0.39.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 34.6 MB Sep 2, 2022	CPython 3.7	CPython 3.7 pymalloc	Linux glibc 2.17+ x86-64	Details
llvmlite-0.39.1-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl 37.5 MB Sep 2, 2022	CPython 3.7	CPython 3.7 pymalloc	Linux glibc 2.17+ x86-32	Details
llvmlite-0.39.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 33.8 MB Sep 2, 2022	CPython 3.7	CPython 3.7 pymalloc	Linux glibc 2.17+ ARM64	Details
llvmlite-0.39.1-cp37-cp37m-macosx_10_9_x86_64.whl 25.5 MB Sep 2, 2022	CPython 3.7	CPython 3.7 pymalloc	macOS 10.9+ x86-64	Details

Total release size:765.0 MB

Release files / llvmlite-0.39.1.tar.gz

Download URL	llvmlite-0.39.1.tar.gz
Size	132.8 kB
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Release files / llvmlite-0.39.1-cp310-cp310-win_amd64.whl

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Release files / llvmlite-0.39.1-cp310-cp310-win32.whl

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Release files / llvmlite-0.39.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	llvmlite-0.39.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	34.6 MB
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Release files / llvmlite-0.39.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl

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Release files / llvmlite-0.39.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Size	33.8 MB
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Release files / llvmlite-0.39.1-cp310-cp310-macosx_11_0_arm64.whl

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Size	23.1 MB
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Release files / llvmlite-0.39.1-cp310-cp310-macosx_10_9_x86_64.whl

Download URL	llvmlite-0.39.1-cp310-cp310-macosx_10_9_x86_64.whl
Size	25.5 MB
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Release files / llvmlite-0.39.1-cp39-cp39-win_amd64.whl

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Release files / llvmlite-0.39.1-cp39-cp39-win32.whl

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Release files / llvmlite-0.39.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	llvmlite-0.39.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / llvmlite-0.39.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	llvmlite-0.39.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
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Release files / llvmlite-0.39.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Release files / llvmlite-0.39.1-cp39-cp39-macosx_11_0_arm64.whl

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Size	23.1 MB
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Release files / llvmlite-0.39.1-cp39-cp39-macosx_10_9_x86_64.whl

Download URL	llvmlite-0.39.1-cp39-cp39-macosx_10_9_x86_64.whl
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Release files / llvmlite-0.39.1-cp38-cp38-win_amd64.whl

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Release files / llvmlite-0.39.1-cp38-cp38-win32.whl

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Release files / llvmlite-0.39.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	llvmlite-0.39.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	34.6 MB
Tags	CPython 3.8 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`22d36591cd5d02038912321d9ab8e4668e53ae2211da5523f454e992b5e13c36`
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Release files / llvmlite-0.39.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	llvmlite-0.39.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Size	37.5 MB
Tags	CPython 3.8 Linux glibc 2.17+ x86-32
SHA-256 checksum How to use checksums	`c0f158e4708dda6367d21cf15afc58de4ebce979c7a1aa2f6b977aae737e2a54`
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Release files / llvmlite-0.39.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	llvmlite-0.39.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	33.8 MB
Tags	CPython 3.8 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`9ffc84ade195abd4abcf0bd3b827b9140ae9ef90999429b9ea84d5df69c9058c`
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Release files / llvmlite-0.39.1-cp38-cp38-macosx_11_0_arm64.whl

Download URL	llvmlite-0.39.1-cp38-cp38-macosx_11_0_arm64.whl
Size	23.1 MB
Tags	CPython 3.8 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`62c0ea22e0b9dffb020601bb65cb11dd967a095a488be73f07d8867f4e327ca5`
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Release files / llvmlite-0.39.1-cp38-cp38-macosx_10_9_x86_64.whl

Download URL	llvmlite-0.39.1-cp38-cp38-macosx_10_9_x86_64.whl
Size	25.5 MB
Tags	CPython 3.8 macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`e31f4b799d530255aaf0566e3da2df5bfc35d3cd9d6d5a3dcc251663656c27b1`
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Release files / llvmlite-0.39.1-cp37-cp37m-win_amd64.whl

Download URL	llvmlite-0.39.1-cp37-cp37m-win_amd64.whl
Size	23.2 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Windows x86-64
SHA-256 checksum How to use checksums	`e172c73fccf7d6db4bd6f7de963dedded900d1a5c6778733241d878ba613980e`
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Release files / llvmlite-0.39.1-cp37-cp37m-win32.whl

Download URL	llvmlite-0.39.1-cp37-cp37m-win32.whl
Size	19.1 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Windows x86-32
SHA-256 checksum How to use checksums	`b1a0bbdb274fb683f993198775b957d29a6f07b45d184c571ef2a721ce4388cf`
BLAKE2b-256 checksum How to use checksums	`dfe32e07af7ad70187756f28e480dec5e34701e44012f587fa9e5d0b61003a6d`
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Release files / llvmlite-0.39.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	llvmlite-0.39.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	34.6 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`50aea09a2b933dab7c9df92361b1844ad3145bfb8dd2deb9cd8b8917d59306fb`
BLAKE2b-256 checksum How to use checksums	`6f7815e11f84531c3e4e078ed2faa4e6e078ef2a0c06c6275020bc10c3865e9c`
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Release files / llvmlite-0.39.1-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	llvmlite-0.39.1-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl
Size	37.5 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-32
SHA-256 checksum How to use checksums	`3803f11ad5f6f6c3d2b545a303d68d9fabb1d50e06a8d6418e6fcd2d0df00959`
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Release files / llvmlite-0.39.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	llvmlite-0.39.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	33.8 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`1578f5000fdce513712e99543c50e93758a954297575610f48cb1fd71b27c08a`
BLAKE2b-256 checksum How to use checksums	`314e412c9f557ac007e5cac75c3593fe159db7f44d8caea4122b9251216737e1`
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Release files / llvmlite-0.39.1-cp37-cp37m-macosx_10_9_x86_64.whl

Download URL	llvmlite-0.39.1-cp37-cp37m-macosx_10_9_x86_64.whl
Size	25.5 MB
Tags	CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`6546bed4e02a1c3d53a22a0bced254b3b6894693318b16c16c8e43e29d6befb6`
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