ModernGL
pip install moderngl
- Documentation
- Examples
- ModernGL on Github
- ModernGL on PyPI
- ModernGL Discord Server
- moderngl-window (Window creation, resource loading, ..)
Features
- GPU accelerated high quality graphics
- Rendering modern OpenGL scenes with less headache
- Simpler and faster than PyOpenGL
- Can render without a window
- 100% Pythonic
Sample usage
>>> import moderngl
>>> ctx = moderngl.create_standalone_context()
>>> buf = ctx.buffer(b'Hello World!') # allocated on the GPU
>>> buf.read()
b'Hello World!'
For complete examples please visit the Examples.
Easy to use with Pillow and Numpy
>>> img = Image.open('texture.jpg')
>>> ctx.texture(img.size, 3, img.tobytes())
<Texture: 1>
>>> ctx.buffer(np.array([0.0, 0.0, 1.0, 1.0], dtype='f4'))
<Buffer: 1>
Compared to PyOpenGL
With PyOpenGL, using the original OpenGL API, you have to write three lines to achieve a simple task like binding a VBO:
vbo1 = glGenBuffers(1)
GL.glBindBuffer(GL_ARRAY_BUFFER, vbo1)
GL.glBufferData(GL_ARRAY_BUFFER, b'Hello World!', GL_STATIC_DRAW)
vbo2 = glGenBuffers(1)
GL.glBindBuffer(GL_ARRAY_BUFFER, vbo2)
GL.glBufferData(GL_ARRAY_BUFFER, b'\x00' * 1024, GL_DYNAMIC_DRAW)
With ModernGL you need just one simple line per VBO to achieve the same results:
vbo1 = ctx.buffer(b'Hello World!')
vbo2 = ctx.buffer(reserve=1024, dynamic=True)
Build
python setup.py build_ext --inplace
FAQ
Is ModernGL faster than PyOpenGL?
In some cases yes, the core functions of ModernGL are written in C++, OpenGL functions are called in quick succession so these calls together count as a single python function call.
What version of OpenGL is used?
Most of the calls only require OpenGL 3.3 but Subroutines and Compute Shaders require OpenGL 4.0 and OpenGL 4.3
Is my old PC supported?
OpenGL 3.3 came out in February 2010. With up to date drivers you will be able to use the most of the ModernGL functions, even on integrated graphics cards. (No, Compute Shaders won't work)
Where can I use ModernGL?
Anywhere where OpenGL is supported. ModernGL is capable of rendering using a standalone_context as well. Rendering to a window only requires a valid OpenGL context.
Can ModernGL create a Window?
NO, but we provide a utility library moderngl-window making window creation and resource loading very simple.
Limitations using ModernGL over PyOpenGL?
All the necessary calls are (or can be) implemented in ModernGL. However you can interract with the ModernGL objects from PyOpenGL. If something is missing write an issue or raise a PR.
Supported platforms
- Windows
- Linux
- Mac
Installing from source
Installing on Ubuntu from source
apt-get install python3-dev libgl1-mesa-dev libx11-dev
python3 setup.py install
Building the sphinx documentation
pip install -r docs/requirements.txt
python setup.py build_sphinx
Running tests
pip install -r tests/requirements.txt
pytest tests
Some of the tests may be skipped when the supported OpenGL version is below the requirements of the given test.
Headless rendering
apt-get install xvfb
alias xpy='xvfb-run -s "-screen 0 1x1x24" python3'
xpy -m moderngl
Code quality
Code is tested with pep8, flake8, prospector and pylint
Community
Contributors
- Szabolcs Dombi
- SimLeek
- Aljenci
- MinchinWeb
- Silexstudio
- stuaxo
- Tomi Aarnio
- Joshua Reibert
- Einar Forselv
- Jonathan Hartley
and many others
Thank You!
Contributions are welcome. (Please add yourself to the list)
3 maintainers
Metadata
3 maintainers
Release files for moderngl 5.5.4
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| moderngl-5.5.4.tar.gz | 115.3 kB | Details |
Built distributions (wheels)
| File | Reset | |||
|---|---|---|---|---|
| moderngl-5.5.4-cp38-cp38-win_amd64.whl | CPython 3.8 | CPython 3.8 | Windows x86-64 | Details |
| moderngl-5.5.4-cp38-cp38-win32.whl | CPython 3.8 | CPython 3.8 | Windows x86-32 | Details |
| moderngl-5.5.4-cp38-cp38-manylinux1_x86_64.whl | CPython 3.8 | CPython 3.8 | Linux glibc 2.5+ x86-64 | Details |
| moderngl-5.5.4-cp38-cp38-manylinux1_i686.whl | CPython 3.8 | CPython 3.8 | Linux glibc 2.5+ x86-32 | Details |
| moderngl-5.5.4-cp38-cp38-macosx_10_9_x86_64.whl | CPython 3.8 | CPython 3.8 | macOS 10.9+ x86-64 | Details |
| moderngl-5.5.4-cp37-cp37m-win_amd64.whl | CPython 3.7 | CPython 3.7 pymalloc | Windows x86-64 | Details |
| moderngl-5.5.4-cp37-cp37m-win32.whl | CPython 3.7 | CPython 3.7 pymalloc | Windows x86-32 | Details |
| moderngl-5.5.4-cp37-cp37m-manylinux1_x86_64.whl | CPython 3.7 | CPython 3.7 pymalloc | Linux glibc 2.5+ x86-64 | Details |
| moderngl-5.5.4-cp37-cp37m-manylinux1_i686.whl | CPython 3.7 | CPython 3.7 pymalloc | Linux glibc 2.5+ x86-32 | Details |
| moderngl-5.5.4-cp37-cp37m-macosx_10_9_x86_64.whl | CPython 3.7 | CPython 3.7 pymalloc | macOS 10.9+ x86-64 | Details |
| moderngl-5.5.4-cp36-cp36m-win_amd64.whl | CPython 3.6 | CPython 3.6 pymalloc | Windows x86-64 | Details |
| moderngl-5.5.4-cp36-cp36m-win32.whl | CPython 3.6 | CPython 3.6 pymalloc | Windows x86-32 | Details |
| moderngl-5.5.4-cp36-cp36m-manylinux1_x86_64.whl | CPython 3.6 | CPython 3.6 pymalloc | Linux glibc 2.5+ x86-64 | Details |
| moderngl-5.5.4-cp36-cp36m-manylinux1_i686.whl | CPython 3.6 | CPython 3.6 pymalloc | Linux glibc 2.5+ x86-32 | Details |
| moderngl-5.5.4-cp36-cp36m-macosx_10_9_x86_64.whl | CPython 3.6 | CPython 3.6 pymalloc | macOS 10.9+ x86-64 | Details |
| moderngl-5.5.4-cp35-cp35m-manylinux1_x86_64.whl | CPython 3.5 | CPython 3.5 pymalloc | Linux glibc 2.5+ x86-64 | Details |
| moderngl-5.5.4-cp35-cp35m-manylinux1_i686.whl | CPython 3.5 | CPython 3.5 pymalloc | Linux glibc 2.5+ x86-32 | Details |
| moderngl-5.5.4-cp35-cp35m-macosx_10_6_intel.whl | CPython 3.5 | CPython 3.5 pymalloc | macOS 10.6+ Intel (x86-64, i386) | Details |
Total release size: 6.8 MB
Release files / moderngl-5.5.4.tar.gz
| Download URL | moderngl-5.5.4.tar.gz |
|---|---|
| Size | 115.3 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
08badabb6a1bbc9aa9e65fae8ecd3275d8342cb45d9c457b19e32b3312a8b663
|
|
BLAKE2b-256 checksum How to use checksums |
5343745a9bb678b607141fc5b32549c4f5aa8dea1968d0dd9c27c12ef73bd234
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.37.0 CPython/3.7.5
|
Release files / moderngl-5.5.4-cp38-cp38-win_amd64.whl
| Download URL | moderngl-5.5.4-cp38-cp38-win_amd64.whl |
|---|---|
| Size | 122.7 kB |
| Tags | CPython 3.8 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
7cfd103b3a51733e2d7f0b276ac91a60cb0b8ba8bcdb0a959856064e18a3b2c6
|
|
BLAKE2b-256 checksum How to use checksums |
296e27d73d0f6db90e7c829b6e9025cb4cdcb97a7ec53ba3ced5c71b035cb75a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.37.0 CPython/3.7.5
|
Release files / moderngl-5.5.4-cp38-cp38-win32.whl
| Download URL | moderngl-5.5.4-cp38-cp38-win32.whl |
|---|---|
| Size | 110.5 kB |
| Tags | CPython 3.8 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
7275975b6fb3a49218e794513c648324767de4b98ec989283756ee0481a640f5
|
|
BLAKE2b-256 checksum How to use checksums |
5b9edd52c9709c878768b828795a0b4fb6f2f0152d5f9cc38a2ddb8c526d24e5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.38.0 CPython/3.8.0
|
Release files / moderngl-5.5.4-cp38-cp38-manylinux1_x86_64.whl
| Download URL | moderngl-5.5.4-cp38-cp38-manylinux1_x86_64.whl |
|---|---|
| Size | 685.3 kB |
| Tags | CPython 3.8 Linux glibc 2.5+ x86-64 |
|
SHA-256 checksum How to use checksums |
1fd43bcd5de8c1d251963fa75a69c8a5819eead2d41c6d60a53a7b3face4a564
|
|
BLAKE2b-256 checksum How to use checksums |
caae669ef082403fe1f076a37fc2aa5b59b286f53c8bb53af6958be14a32b922
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.37.0 CPython/3.7.5
|
Release files / moderngl-5.5.4-cp38-cp38-manylinux1_i686.whl
| Download URL | moderngl-5.5.4-cp38-cp38-manylinux1_i686.whl |
|---|---|
| Size | 664.8 kB |
| Tags | CPython 3.8 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
06f944a920a4d4f90e40aa4ad6966ee3514bc7e065fe68933178e3e13c380725
|
|
BLAKE2b-256 checksum How to use checksums |
0a10ecb2612c6110a3379190ef72bc4b766fc26d41897a22c776e0fb85fa40e9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.37.0 CPython/3.7.5
|
Release files / moderngl-5.5.4-cp38-cp38-macosx_10_9_x86_64.whl
| Download URL | moderngl-5.5.4-cp38-cp38-macosx_10_9_x86_64.whl |
|---|---|
| Size | 139.9 kB |
| Tags | CPython 3.8 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
669f76f4cee7c941fa993fce7d34f578d3539307dbbf637c0dd772970f044d57
|
|
BLAKE2b-256 checksum How to use checksums |
6c08f21ef8daaec5b56ead912fd297b14d30ebe509f3b1f28ef12e90ed1e9ef4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.38.0 CPython/3.8.0
|
Release files / moderngl-5.5.4-cp37-cp37m-win_amd64.whl
| Download URL | moderngl-5.5.4-cp37-cp37m-win_amd64.whl |
|---|---|
| Size | 122.2 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Windows x86-64 |
|
SHA-256 checksum How to use checksums |
597d2a9e86dce08967a4ce724ee5b137f3ec5c62f749669074e57b78c4df2c64
|
|
BLAKE2b-256 checksum How to use checksums |
371c79000cbf1bd83ad80a41c8d45f041584a5e8f185d0125024fa07cd7a02bc
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.37.0 CPython/3.7.5
|
Release files / moderngl-5.5.4-cp37-cp37m-win32.whl
| Download URL | moderngl-5.5.4-cp37-cp37m-win32.whl |
|---|---|
| Size | 110.1 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Windows x86-32 |
|
SHA-256 checksum How to use checksums |
357349d930758cc7aa9e61cf32ddd28503d0586b263031790030cab347f2b5c0
|
|
BLAKE2b-256 checksum How to use checksums |
f7f0c72bb79c77183fbcb519719261e71c6d2a5e0462f1e592882b2f1ab13185
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.38.0 CPython/3.8.0
|
Release files / moderngl-5.5.4-cp37-cp37m-manylinux1_x86_64.whl
| Download URL | moderngl-5.5.4-cp37-cp37m-manylinux1_x86_64.whl |
|---|---|
| Size | 675.9 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.5+ x86-64 |
|
SHA-256 checksum How to use checksums |
91db3b3f62114d2423b79be14a1561f99a03c253dff40200ee7394bd99ec9627
|
|
BLAKE2b-256 checksum How to use checksums |
b7fdc50603b0253a6b8d95be2eb7f0aac4c7afc8a22a97afa9051367f3cf5ded
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.37.0 CPython/3.7.5
|
Release files / moderngl-5.5.4-cp37-cp37m-manylinux1_i686.whl
| Download URL | moderngl-5.5.4-cp37-cp37m-manylinux1_i686.whl |
|---|---|
| Size | 655.9 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
ffca445f3dbeef9f5848c2e65559c7e65ca46e686dc5bbea51b80bf00a0f77cc
|
|
BLAKE2b-256 checksum How to use checksums |
165f0bf9d29c03744c32c3c28d35d6f76f235f26dc4b4c0c2947e44e40e4601f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.37.0 CPython/3.7.5
|
Release files / moderngl-5.5.4-cp37-cp37m-macosx_10_9_x86_64.whl
| Download URL | moderngl-5.5.4-cp37-cp37m-macosx_10_9_x86_64.whl |
|---|---|
| Size | 139.7 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
007e885bc1724c6ce1d2bda76b9a3eaf013071c8955932e1eb1fdff78137f064
|
|
BLAKE2b-256 checksum How to use checksums |
09c48ff41accf807b8ccea589a38e608c280a92ca9a9ce7503088ccf2ebd3e57
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.38.0 CPython/3.8.0
|
Release files / moderngl-5.5.4-cp36-cp36m-win_amd64.whl
| Download URL | moderngl-5.5.4-cp36-cp36m-win_amd64.whl |
|---|---|
| Size | 122.2 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Windows x86-64 |
|
SHA-256 checksum How to use checksums |
f90599e7cf4522d7b9f179005ad37ff096f712f4254c962a1bbd9f0bf347a258
|
|
BLAKE2b-256 checksum How to use checksums |
c6e67f07ead60aa4fe76b57e03d819f47df1385b27142eb0e69dc70c9a40682d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.37.0 CPython/3.7.5
|
Release files / moderngl-5.5.4-cp36-cp36m-win32.whl
| Download URL | moderngl-5.5.4-cp36-cp36m-win32.whl |
|---|---|
| Size | 110.1 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Windows x86-32 |
|
SHA-256 checksum How to use checksums |
19f0f61f3202cc3e7f11f96f46240fb2fd4a1f03839201367343996cc4b0ff0f
|
|
BLAKE2b-256 checksum How to use checksums |
c42aa184158fe56dee8e8cfe0622ba72e7618aae7f573028c6785f2d43c607e8
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.38.0 CPython/3.8.0
|
Release files / moderngl-5.5.4-cp36-cp36m-manylinux1_x86_64.whl
| Download URL | moderngl-5.5.4-cp36-cp36m-manylinux1_x86_64.whl |
|---|---|
| Size | 675.9 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.5+ x86-64 |
|
SHA-256 checksum How to use checksums |
e486a2ac8369291f4b5cecfb74db77dabadb0207ee932433f22522f1a0270487
|
|
BLAKE2b-256 checksum How to use checksums |
3ea5828cae25d389ce40352e4315cc2336f305acec0dc21b6399916b896eb29e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.37.0 CPython/3.7.5
|
Release files / moderngl-5.5.4-cp36-cp36m-manylinux1_i686.whl
| Download URL | moderngl-5.5.4-cp36-cp36m-manylinux1_i686.whl |
|---|---|
| Size | 656.0 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
3266f7786d822efc2c3cf662e2fe40a08a1e33e250ac7928f5974d9c86dd5652
|
|
BLAKE2b-256 checksum How to use checksums |
c27302ca9a27b52e7d5515e338678a597beb4f608b58e3e8b0eb62ce6f998925
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.37.0 CPython/3.7.5
|
Release files / moderngl-5.5.4-cp36-cp36m-macosx_10_9_x86_64.whl
| Download URL | moderngl-5.5.4-cp36-cp36m-macosx_10_9_x86_64.whl |
|---|---|
| Size | 139.7 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
d0e225d8d50622383ba694d48bf8c5d52e0ae76b2af5d05540da35058f28d02c
|
|
BLAKE2b-256 checksum How to use checksums |
04ae75220a338ad5733f1f825ed089d739d1303285d219ff404d99683294a13c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.38.0 CPython/3.8.0
|
Release files / moderngl-5.5.4-cp35-cp35m-manylinux1_x86_64.whl
| Download URL | moderngl-5.5.4-cp35-cp35m-manylinux1_x86_64.whl |
|---|---|
| Size | 675.9 kB |
| Tags | CPython 3.5 CPython 3.5 pymalloc Linux glibc 2.5+ x86-64 |
|
SHA-256 checksum How to use checksums |
dfd1cd9a75314311d7128f4849a188dbed55fdff4e300c56dddce3a6ade322d8
|
|
BLAKE2b-256 checksum How to use checksums |
e72f1a95ea1d487bbbc537af077cc9ed5bb7f15e4fe17916d7442d8a8ddff8b2
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.37.0 CPython/3.7.5
|
Release files / moderngl-5.5.4-cp35-cp35m-manylinux1_i686.whl
| Download URL | moderngl-5.5.4-cp35-cp35m-manylinux1_i686.whl |
|---|---|
| Size | 656.0 kB |
| Tags | CPython 3.5 CPython 3.5 pymalloc Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
189b23d5f697aafc431fd0674a4146dddb334d6fcd7370c05606391c124a3400
|
|
BLAKE2b-256 checksum How to use checksums |
fc984bda274af983ab37dfc295717a1439bd1ee6fdd9d703fd8a5be9f716e696
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.37.0 CPython/3.7.5
|
Release files / moderngl-5.5.4-cp35-cp35m-macosx_10_6_intel.whl
| Download URL | moderngl-5.5.4-cp35-cp35m-macosx_10_6_intel.whl |
|---|---|
| Size | 236.2 kB |
| Tags | CPython 3.5 CPython 3.5 pymalloc macOS 10.6+ Intel (x86-64, i386) |
|
SHA-256 checksum How to use checksums |
1650416dff5c7c2e8d29143c91ecba0250d5c7d2e3f990646f345cf6e2ddb8a0
|
|
BLAKE2b-256 checksum How to use checksums |
63baf562c53d37da4ad085d31b062088feeb41fffbf9698bfce0766c66834032
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.38.0 CPython/3.8.0
|
