Skip to main content

About

The purpose of this project is to provide a cross platform library that can parse, modify and abstract ELF, PE and MachO formats.

Main features:

  • Parsing: LIEF can parse ELF, PE, MachO, OAT, DEX, VDEX, ART and provides an user-friendly API to access to format internals.

  • Modify: LIEF enables to modify some parts of these formats

  • Abstract: Three formats have common features like sections, symbols, entry point… LIEF factors them.

  • API: LIEF can be used in C, C++ and Python

Downloads / Install

First, make sure to have an updated version of setuptools:

$ pip install setuptools --upgrade

To install the latest version (release):

$ pip install lief

To install nightly build:

$ pip install [--user] --index-url https://lief.s3-website.fr-par.scw.cloud/latest lief

Getting started

Python

import lief

# ELF
binary = lief.parse("/usr/bin/ls")
print(binary)

# PE
binary = lief.parse("C:\\Windows\\explorer.exe")
print(binary)

# Mach-O
binary = lief.parse("/usr/bin/ls")
print(binary)

C++

#include <LIEF/LIEF.hpp>

int main(int argc, char** argv) {
  // ELF
  try {
    std::unique_ptr<LIEF::ELF::Binary> elf = LIEF::ELF::Parser::parse("/bin/ls");
    std::cout << *elf << std::endl;
  } catch (const LIEF::exception& err) {
    std::cerr << err.what() << std::endl;
  }

  // PE
  try {
    std::unique_ptr<LIEF::PE::Binary> pe = LIEF::PE::Parser::parse("C:\\Windows\\explorer.exe");
    std::cout << *pe << std::endl;
  } catch (const LIEF::exception& err) {
    std::cerr << err.what() << std::endl;
  }

  // Mach-O
  try {
    std::unique_ptr<LIEF::MachO::FatBinary> macho = LIEF::MachO::Parser::parse("/bin/ls");
    std::cout << *macho << std::endl;
  } catch (const LIEF::exception& err) {
    std::cerr << err.what() << std::endl;
  }

  return 0;
}

C (Limited API)

#include <LIEF/LIEF.h>

int main(int argc, char** argv) {
  Elf_Binary_t* elf = elf_parse("/usr/bin/ls");

  Elf_Section_t** sections = elf->sections;

  for (size_t i = 0; sections[i] != NULL; ++i) {
    printf("%s\n", sections[i]->name);
  }

  elf_binary_destroy(elf);
  return 0;
}

Documentation

Contact

Authors

Romain Thomas @rh0main - Quarkslab


LIEF is provided under the Apache 2.0 license

Release files for lief 0.13.0

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

Built distributions (wheels)

Table of built distributions (wheels) for lief 0.13.0
File
lief-0.13.0-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
lief-0.13.0-cp311-cp311-win32.whl CPython 3.11 CPython 3.11 Windows x86-32 Details
lief-0.13.0-cp311-cp311-manylinux_2_24_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.24+ x86-64 Details
lief-0.13.0-cp311-cp311-manylinux2014_aarch64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARM64 Details
lief-0.13.0-cp311-cp311-macosx_11_0_arm64.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
lief-0.13.0-cp311-cp311-macosx_10_14_x86_64.whl CPython 3.11 CPython 3.11 macOS 10.14+ x86-64 Details
lief-0.13.0-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
lief-0.13.0-cp310-cp310-win32.whl CPython 3.10 CPython 3.10 Windows x86-32 Details
lief-0.13.0-cp310-cp310-manylinux_2_24_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.24+ x86-64 Details
lief-0.13.0-cp310-cp310-manylinux2014_aarch64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARM64 Details
lief-0.13.0-cp310-cp310-macosx_11_0_arm64.whl CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
lief-0.13.0-cp310-cp310-macosx_10_14_x86_64.whl CPython 3.10 CPython 3.10 macOS 10.14+ x86-64 Details
lief-0.13.0-cp39-cp39-win_amd64.whl CPython 3.9 CPython 3.9 Windows x86-64 Details
lief-0.13.0-cp39-cp39-win32.whl CPython 3.9 CPython 3.9 Windows x86-32 Details
lief-0.13.0-cp39-cp39-manylinux_2_24_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.24+ x86-64 Details
lief-0.13.0-cp39-cp39-manylinux2014_aarch64.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ ARM64 Details
lief-0.13.0-cp39-cp39-macosx_11_0_arm64.whl CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details
lief-0.13.0-cp39-cp39-macosx_10_14_x86_64.whl CPython 3.9 CPython 3.9 macOS 10.14+ x86-64 Details
lief-0.13.0-cp38-cp38-win_amd64.whl CPython 3.8 CPython 3.8 Windows x86-64 Details
lief-0.13.0-cp38-cp38-win32.whl CPython 3.8 CPython 3.8 Windows x86-32 Details
lief-0.13.0-cp38-cp38-manylinux_2_24_x86_64.whl CPython 3.8 CPython 3.8 Linux glibc 2.24+ x86-64 Details
lief-0.13.0-cp38-cp38-manylinux2014_aarch64.whl CPython 3.8 CPython 3.8 Linux glibc 2.17+ ARM64 Details
lief-0.13.0-cp38-cp38-macosx_10_14_x86_64.whl CPython 3.8 CPython 3.8 macOS 10.14+ x86-64 Details

Total release size: 78.8 MB

Release files / lief-0.13.0-cp311-cp311-win_amd64.whl

Download URL lief-0.13.0-cp311-cp311-win_amd64.whl
Size 3.1 MB
Tags CPython 3.11 Windows x86-64
SHA-256 checksum
How to use checksums
31825961aa778481e483dcb081a40daec3dfa78ca8b2a4acefc32040ce4886ad
BLAKE2b-256 checksum
How to use checksums
df231ef3f49c5db0602ca6f9f797dbe3675d8de857bd55fbf0f43658f60e0cf1
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.7.1 importlib_metadata/5.0.0 pkginfo/1.8.2 requests/2.28.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.10.10

Release files / lief-0.13.0-cp311-cp311-win32.whl

Download URL lief-0.13.0-cp311-cp311-win32.whl
Size 2.5 MB
Tags CPython 3.11 Windows x86-32
SHA-256 checksum
How to use checksums
07986f0991e1f942d4a277e4b15fe37dbc5b2a54c3baf2a58e719d9b258ce810
BLAKE2b-256 checksum
How to use checksums
d29d5ce14d6e6b864b2a016ae8be4cb60e37a37cc7a8f5c0b43bfda2d5629df3
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.7.1 importlib_metadata/5.0.0 pkginfo/1.8.2 requests/2.28.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.10.10

Release files / lief-0.13.0-cp311-cp311-manylinux_2_24_x86_64.whl

Download URL lief-0.13.0-cp311-cp311-manylinux_2_24_x86_64.whl
Size 4.1 MB
Tags CPython 3.11 Linux glibc 2.24+ x86-64
SHA-256 checksum
How to use checksums
cacf8097970ddd5bbb82a6ad5c02f0423767300a3457d84566643cf3c4d7a69f
BLAKE2b-256 checksum
How to use checksums
55a3335985dcd537da7dbf8df1bbf7a960cad42992bf5f3e0e4c030e43c2470e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.7.1 importlib_metadata/5.0.0 pkginfo/1.8.2 requests/2.28.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.10.10

Release files / lief-0.13.0-cp311-cp311-manylinux2014_aarch64.whl

Download URL lief-0.13.0-cp311-cp311-manylinux2014_aarch64.whl
Size 4.2 MB
Tags CPython 3.11 Linux glibc 2.17+ ARM64
SHA-256 checksum
How to use checksums
41ad87a7233927fef40c6b7e60684b962e623ef21d28be3528c9bd943be710b7
BLAKE2b-256 checksum
How to use checksums
054e75165c6ad0d87608aed3c55caa9f93ece63bb77acdefa0a31deca020fcdc
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.7.1 importlib_metadata/5.0.0 pkginfo/1.8.2 requests/2.28.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.10.10

Release files / lief-0.13.0-cp311-cp311-macosx_11_0_arm64.whl

Download URL lief-0.13.0-cp311-cp311-macosx_11_0_arm64.whl
Size 3.2 MB
Tags CPython 3.11 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
9daf09130edf02ca47b76f0b98390aa618b3d3bbc9c0588250b738ef50f4a539
BLAKE2b-256 checksum
How to use checksums
c1f4b2eea8da8b3649224e0fb097e9ad796d9ac05a9b297f912d9a4f5d055543
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.7.1 importlib_metadata/5.0.0 pkginfo/1.8.2 requests/2.28.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.10.10

Release files / lief-0.13.0-cp311-cp311-macosx_10_14_x86_64.whl

Download URL lief-0.13.0-cp311-cp311-macosx_10_14_x86_64.whl
Size 3.4 MB
Tags CPython 3.11 macOS 10.14+ x86-64
SHA-256 checksum
How to use checksums
8740abb2c0fb38a5040f4559a3766b724228a97155e92aa8cc8fa01bef1cea83
BLAKE2b-256 checksum
How to use checksums
0027928875c493c45de8fce4a30c65da8e39c1e3e6e782a511dc8543ddc886fc
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.7.1 importlib_metadata/5.0.0 pkginfo/1.8.2 requests/2.28.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.10.10

Release files / lief-0.13.0-cp310-cp310-win_amd64.whl

Download URL lief-0.13.0-cp310-cp310-win_amd64.whl
Size 3.1 MB
Tags CPython 3.10 Windows x86-64
SHA-256 checksum
How to use checksums
9f562a07f6fc4dc7958943fe840755932ffaf10da500ab1a537004ab61f6d3de
BLAKE2b-256 checksum
How to use checksums
da5ee0ee17fb8ea291205c94e37abf984c7f6b49148b3b9c3ae6f66f8f8f443a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.7.1 importlib_metadata/5.0.0 pkginfo/1.8.2 requests/2.28.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.10.10

Release files / lief-0.13.0-cp310-cp310-win32.whl

Download URL lief-0.13.0-cp310-cp310-win32.whl
Size 2.5 MB
Tags CPython 3.10 Windows x86-32
SHA-256 checksum
How to use checksums
6c74fe1684f859a041408d6fc4c6262686bfb74d64afe38f7373c173fd144ac5
BLAKE2b-256 checksum
How to use checksums
6c3a801915f2c67789b2212b1aacc0475eb6972eadd6f303bc8243053938c93c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.7.1 importlib_metadata/5.0.0 pkginfo/1.8.2 requests/2.28.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.10.10

Release files / lief-0.13.0-cp310-cp310-manylinux_2_24_x86_64.whl

Download URL lief-0.13.0-cp310-cp310-manylinux_2_24_x86_64.whl
Size 4.1 MB
Tags CPython 3.10 Linux glibc 2.24+ x86-64
SHA-256 checksum
How to use checksums
c072929606f621697c9da2fabefccf8dac47a4283b8988ae9b3f6ca332352d66
BLAKE2b-256 checksum
How to use checksums
42ddb81296b74704133878509ad3381bbf27150390f68bbf02a65c5901314804
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.7.1 importlib_metadata/5.0.0 pkginfo/1.8.2 requests/2.28.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.10.10

Release files / lief-0.13.0-cp310-cp310-manylinux2014_aarch64.whl

Download URL lief-0.13.0-cp310-cp310-manylinux2014_aarch64.whl
Size 4.2 MB
Tags CPython 3.10 Linux glibc 2.17+ ARM64
SHA-256 checksum
How to use checksums
0740eb7b2093ed82570315d614671ad69cc21a062d73e9213a263eec7c11dc3a
BLAKE2b-256 checksum
How to use checksums
c3aaaa247089e9e7fbebb304cce63e0bfc771c19ea2f5a3d0b2277b117e26c8c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.7.1 importlib_metadata/5.0.0 pkginfo/1.8.2 requests/2.28.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.10.10

Release files / lief-0.13.0-cp310-cp310-macosx_11_0_arm64.whl

Download URL lief-0.13.0-cp310-cp310-macosx_11_0_arm64.whl
Size 3.2 MB
Tags CPython 3.10 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
c49aa1e573ddf7d9946d9779b5f4edad782976368c15094c6a815533fc1b50fd
BLAKE2b-256 checksum
How to use checksums
46b11d141d830a0d5bb0fc893668186b75901fdd6015fc01ecd9ff29b0404e39
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.7.1 importlib_metadata/5.0.0 pkginfo/1.8.2 requests/2.28.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.10.10

Release files / lief-0.13.0-cp310-cp310-macosx_10_14_x86_64.whl

Download URL lief-0.13.0-cp310-cp310-macosx_10_14_x86_64.whl
Size 3.4 MB
Tags CPython 3.10 macOS 10.14+ x86-64
SHA-256 checksum
How to use checksums
e573bf1e37cd580ef87243d0dc48d5c56d535b84a8c91b9fa28f9631643cdc51
BLAKE2b-256 checksum
How to use checksums
09adf2b2a98caad655ee0a9948c35fb2142b9e0ca437f2f339eb5c22a0328b1d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.7.1 importlib_metadata/5.0.0 pkginfo/1.8.2 requests/2.28.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.10.10

Release files / lief-0.13.0-cp39-cp39-win_amd64.whl

Download URL lief-0.13.0-cp39-cp39-win_amd64.whl
Size 3.1 MB
Tags CPython 3.9 Windows x86-64
SHA-256 checksum
How to use checksums
70b08135413abe034e11c7c931de29be3e1902dde717c0681623da4fa18a3714
BLAKE2b-256 checksum
How to use checksums
dfe04987e64e868dc4471f610268805a95ae73deed045cf0b8d2d9d197c02573
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.7.1 importlib_metadata/5.0.0 pkginfo/1.8.2 requests/2.28.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.10.10

Release files / lief-0.13.0-cp39-cp39-win32.whl

Download URL lief-0.13.0-cp39-cp39-win32.whl
Size 2.5 MB
Tags CPython 3.9 Windows x86-32
SHA-256 checksum
How to use checksums
2cfd8496ac85b64569a07f4cdd1e7424039e24113bdebc9ecc99694a8cf856f7
BLAKE2b-256 checksum
How to use checksums
2d94b99e0ad9a224d32d43d389a71417f14b626a796085650ca34134f7298ed1
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.7.1 importlib_metadata/5.0.0 pkginfo/1.8.2 requests/2.28.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.10.10

Release files / lief-0.13.0-cp39-cp39-manylinux_2_24_x86_64.whl

Download URL lief-0.13.0-cp39-cp39-manylinux_2_24_x86_64.whl
Size 4.1 MB
Tags CPython 3.9 Linux glibc 2.24+ x86-64
SHA-256 checksum
How to use checksums
28e15c164f49e66a6a876a12662414592f43444175d4fa9aad8d55654f4515af
BLAKE2b-256 checksum
How to use checksums
bc76300308af64a7f59bdecd2cb9fc89cc35f7355369acf459858f8c10aabc98
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.7.1 importlib_metadata/5.0.0 pkginfo/1.8.2 requests/2.28.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.10.10

Release files / lief-0.13.0-cp39-cp39-manylinux2014_aarch64.whl

Download URL lief-0.13.0-cp39-cp39-manylinux2014_aarch64.whl
Size 4.2 MB
Tags CPython 3.9 Linux glibc 2.17+ ARM64
SHA-256 checksum
How to use checksums
456e162c5cf518b34763f1a3c849a4af0a16d6b603729930064679b2756e8710
BLAKE2b-256 checksum
How to use checksums
ff2f608a549ec9de0cd649d3cc2790cd1c2f44a5dfcc1cfbcb671ff77a24080c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.7.1 importlib_metadata/5.0.0 pkginfo/1.8.2 requests/2.28.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.10.10

Release files / lief-0.13.0-cp39-cp39-macosx_11_0_arm64.whl

Download URL lief-0.13.0-cp39-cp39-macosx_11_0_arm64.whl
Size 3.2 MB
Tags CPython 3.9 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
f453f70c3c19f1d24008ae7d2aee4de3b2d73d095b99db78a062288c7ff6232b
BLAKE2b-256 checksum
How to use checksums
6e52736a49e4444ff5eed775d86d9c8a0a8180e5f265fe8e164268a635d068fa
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.7.1 importlib_metadata/5.0.0 pkginfo/1.8.2 requests/2.28.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.10.10

Release files / lief-0.13.0-cp39-cp39-macosx_10_14_x86_64.whl

Download URL lief-0.13.0-cp39-cp39-macosx_10_14_x86_64.whl
Size 3.4 MB
Tags CPython 3.9 macOS 10.14+ x86-64
SHA-256 checksum
How to use checksums
15c3e128d8c4ef9ba0f2d890003836e874ab285c5c09139df73fa4aef8abe70d
BLAKE2b-256 checksum
How to use checksums
7f6dff1280cff2c3eaca4beb10307b3b476002a505216e455a46ffa166d02e41
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.7.1 importlib_metadata/5.0.0 pkginfo/1.8.2 requests/2.28.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.10.10

Release files / lief-0.13.0-cp38-cp38-win_amd64.whl

Download URL lief-0.13.0-cp38-cp38-win_amd64.whl
Size 3.1 MB
Tags CPython 3.8 Windows x86-64
SHA-256 checksum
How to use checksums
e15fabc5c86ebad7300c8eed1dcecb0a20e9fd4669b304192625edbb34b6e7f3
BLAKE2b-256 checksum
How to use checksums
0fbd2e039580dd48f32a6d6d5bafda9d508100c161c0cf10bc03c8bd0a43df18
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.7.1 importlib_metadata/5.0.0 pkginfo/1.8.2 requests/2.28.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.10.10

Release files / lief-0.13.0-cp38-cp38-win32.whl

Download URL lief-0.13.0-cp38-cp38-win32.whl
Size 2.5 MB
Tags CPython 3.8 Windows x86-32
SHA-256 checksum
How to use checksums
e744f3523913a1101af34c71e1c10a14a5c50eaaf054a53d469df19070e980d6
BLAKE2b-256 checksum
How to use checksums
39e6b296ce964510e72e71a4614aac0ecffee56ff971d2b3a668e61661be7d43
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.7.1 importlib_metadata/5.0.0 pkginfo/1.8.2 requests/2.28.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.10.10

Release files / lief-0.13.0-cp38-cp38-manylinux_2_24_x86_64.whl

Download URL lief-0.13.0-cp38-cp38-manylinux_2_24_x86_64.whl
Size 4.1 MB
Tags CPython 3.8 Linux glibc 2.24+ x86-64
SHA-256 checksum
How to use checksums
e1b292730658941035ea997de0fd6bd65393c660fe3a2afb53d737e6c4a156e4
BLAKE2b-256 checksum
How to use checksums
e6db05be52801549dfc702c865efe24692052ebe717fc90f26c08d4f72cb2d04
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.7.1 importlib_metadata/5.0.0 pkginfo/1.8.2 requests/2.28.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.10.10

Release files / lief-0.13.0-cp38-cp38-manylinux2014_aarch64.whl

Download URL lief-0.13.0-cp38-cp38-manylinux2014_aarch64.whl
Size 4.2 MB
Tags CPython 3.8 Linux glibc 2.17+ ARM64
SHA-256 checksum
How to use checksums
379201222ba63ac62399eabe7c97de0bbe5736f2f72c000cc224ebe6724b4bab
BLAKE2b-256 checksum
How to use checksums
ea90982a6df7dc423e2ea5e73ae304780ad21af457ac52300956ff1cb996295c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.7.1 importlib_metadata/5.0.0 pkginfo/1.8.2 requests/2.28.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.10.10

Release files / lief-0.13.0-cp38-cp38-macosx_10_14_x86_64.whl

Download URL lief-0.13.0-cp38-cp38-macosx_10_14_x86_64.whl
Size 3.4 MB
Tags CPython 3.8 macOS 10.14+ x86-64
SHA-256 checksum
How to use checksums
c91e389604f4689d1de712b003d0df2ff9d3f47fd71e1bd4f1b36692a34ed97d
BLAKE2b-256 checksum
How to use checksums
3a3c68be3cc67033dd233303e2e162904a2abdd56088577b23714ecaae92f357
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/3.7.1 importlib_metadata/5.0.0 pkginfo/1.8.2 requests/2.28.2 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.10.10

Release history Release notifications | RSS feed

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page