S2LET: Fast wavelet transforms on the sphere
DESCRIPTION
S2LET provides functionality to perform fast and exact scale-discretised wavelet transforms on the sphere.
INSTALLATION
The python package, pys2let, is available on pypi and can be installed with:
pip install pys2let
Alternatively, it can be installed from a local clone of the repository for development purposes by
pip install -e .[dev]
The C package can be installed with CMake and conan:
Both can be installed using pip:
pip install "conan" cmake
Then S2LET can be compiled with:
git clone https://github.com/astro-informatics/s2let.git
cd s2let
cmake -B ./build -S . -DCMAKE_BUILD_TYPE=Release -DCMAKE_PROJECT_TOP_LEVEL_INCLUDES=./cmake/conan_provider.cmake -Dcfitsio=ON
cmake --build build
ctest --test-dir build
cmake --install build --install-prefix=/usr/local
The above will also download all necessary dependencies.
Instructions for installing other languages can be found here.
DOCUMENTATION
Further documentation is available here.
Usage for the python package is also given in the package docstring.
REFERENCING
If you use S2LET for work that results in publication, please reference http://github.com/astro-informatics/s2let and cite the relevant academic paper(s):
- Y. Wiaux, J. D. McEwen, P. Vandergheynst, O. Blanc, Exact reconstruction with directional wavelets on the sphere, Mon. Not. Roy. Astron. Soc., 388(2):770-788, 2008. (ArXiv) | DOI)
- B. Leistedt, J. D. McEwen, P. Vandergheynst and Y. Wiaux, S2LET: A code to perform fast wavelet analysis on the sphere, Astronomy & Astrophysics, 558(A128):1-9, 2013 (http://arxiv.org/abs/1211.1680">ArXiv | DOI
- J. D. McEwen, B. Leistedt, M. Büttner, H. V. Peiris, Y. Wiaux, Directional spin wavelets on the sphere, IEEE Trans. Signal Proc., submitted, 2015 (ArXiv
- J. D. McEwen, M. Price, Ridgelet transform on the sphere, 27th European Signal Processing Conference (EUSIPCO), 2019 (ArXiv | DOI)
- J. Y. H. Chan, B. Leistedt, T. D. Kitching, J. D. McEwen, Second-generation curvelets on the sphere, IEEE Trans. Signal Proc., 65(1):5-14, 2017 (ArXiv | DOI)
- J. D. McEwen, C. Durastanti, Y. Wiaux, Localisation of directional scale-discretised wavelets on the sphere, Applied Comput. Harm. Anal., 44(1), 59-88, 2018 (ArXiv | DOI)
You may also like to consider citing the following papers on which the fast algorithms of S2LET are based:
- J. D. McEwen, M. Büttner, B. Leistedt, H. V. Peiris, Y. Wiaux, A novel sampling theorem on the rotation group, IEEE Sig. Proc. Let., 22(12):2425-2429, 2015 (ArXiv | DOI)
- J. D. McEwen and Y. Wiaux, A novel sampling theorem on the sphere, IEEE Trans. Signal Proc., 59, 5876-5887, 2011 (ArXiv | DOI)
LICENSE
S2LET is released under the GPL-3 license. For further details see LICENSE.txt.
AUTHORS
S2LET was initially developed by Boris Leistedt, Martin Büttner, and Jason McEwen but significant contributors have since been made by a number of others.
Metadata
Release files for pys2let 2.2.7
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| pys2let-2.2.7.tar.gz | 1.1 MB | Details |
Built distributions (wheels)
Total release size: 20.6 MB
Release files / pys2let-2.2.7.tar.gz
| Download URL | pys2let-2.2.7.tar.gz |
|---|---|
| Size | 1.1 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
c5dfceac907c0dc4a33dd733a1d62ef1adcd0e110013455c12dfbea676cec63e
|
|
BLAKE2b-256 checksum How to use checksums |
d998348b939113b0f94c41fd3b2294c237902ad56af73eb1c3a95508d5e17d38
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | pys2let-2.2.7-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 860.2 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
01e57882aeb18f5ff0e286c358a146de5a6eb88e158c13eb88103a4f1c05d436
|
|
BLAKE2b-256 checksum How to use checksums |
e5b1a513a71856c0698a3e39afba3fc455366ecd8f111a4335fc0079c4248b41
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pys2let-2.2.7-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 799.9 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
856cef316a36e636da0dd5bce3db9865565ce7e722733f68faedef9756ba2e05
|
|
BLAKE2b-256 checksum How to use checksums |
019cd1ed3bbb367803e0b2cc4a827270bae53d056c4f84435171708201c2d79a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | pys2let-2.2.7-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 741.1 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
6bbbf7957fbca2e4bbc84430b23f09e1ffc6ddf088d908314cc7c7523136e46f
|
|
BLAKE2b-256 checksum How to use checksums |
12c7d6c2703d0f85de05717f6958348b3970f354368d66bc5d50c81e48bccff4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | pys2let-2.2.7-cp313-cp313-macosx_11_0_arm64.whl |
|---|---|
| Size | 671.3 kB |
| Tags | CPython 3.13 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
5e5bc4b2b83b8104093da34da19388a4c4b3d9f3c715b0b12d5fb06d19cab4c9
|
|
BLAKE2b-256 checksum How to use checksums |
f4f107f31b29c9b128cc3a3108f3130dec907fb607f8dc0a42c4040ff4c0735e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp313-cp313-macosx_10_13_x86_64.whl
| Download URL | pys2let-2.2.7-cp313-cp313-macosx_10_13_x86_64.whl |
|---|---|
| Size | 797.1 kB |
| Tags | CPython 3.13 macOS 10.13+ x86-64 |
|
SHA-256 checksum How to use checksums |
274d45275fc76f31b1d937d63a10af8264347328e822deedc8e968f8ff0a7ed7
|
|
BLAKE2b-256 checksum How to use checksums |
331f37bc2b3093035eacc301f59034e3d47890fb878abfc3799f6bc1c953d200
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | pys2let-2.2.7-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 857.3 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
cb3f0cfbb2b9e5cee94ccf2c5524559f91718ca4e38c0a7014752b2e00ce2e29
|
|
BLAKE2b-256 checksum How to use checksums |
b3b4875d34ea2d09ed222583023bb7b7df35a4b4f29b4a010a99e32f2677b06a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pys2let-2.2.7-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 800.4 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
597d1dce6401f1e828924774ecfb633bd9c2379fdd3bba584f9dc2dfb0f21381
|
|
BLAKE2b-256 checksum How to use checksums |
3da3b17ee34129ea6adbee465388d66708365c981d76516dc95e82defc6692c6
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | pys2let-2.2.7-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 742.3 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
411c67230fc30b99471eb89a16a5435b464163bf69e83b423dd0af0ea3fe4048
|
|
BLAKE2b-256 checksum How to use checksums |
0633194cd263232304a438125b04dd2ab72517387114cf1494bd643ddb2b6b6a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | pys2let-2.2.7-cp312-cp312-macosx_11_0_arm64.whl |
|---|---|
| Size | 673.4 kB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
d783a7e0d7dde24da48d5bb6a0e6b529e825e8d1be7a0feb8c1345e6d64c75e9
|
|
BLAKE2b-256 checksum How to use checksums |
3369bf63554cdf987108483ec4cb0b56aac3679e75dc42ce241e6db0e8d96f72
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp312-cp312-macosx_10_13_x86_64.whl
| Download URL | pys2let-2.2.7-cp312-cp312-macosx_10_13_x86_64.whl |
|---|---|
| Size | 798.7 kB |
| Tags | CPython 3.12 macOS 10.13+ x86-64 |
|
SHA-256 checksum How to use checksums |
93e807bdd5b5024aef6d28056ad3fa8cf4a947b938b2012d1c86781fb127f140
|
|
BLAKE2b-256 checksum How to use checksums |
e68f2da618c9828e13750f6dffbe33a6376a87cd2b37b21f5fe45393be7c0920
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | pys2let-2.2.7-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 872.6 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
eb305c60fc8550bacb62ffc0c2cc6439df6f94d87ce31fbf18add88f5b559fd0
|
|
BLAKE2b-256 checksum How to use checksums |
0283d9ab9e813d70bc43274ef1ba88b5333df79814372bd86d367a486919bef2
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pys2let-2.2.7-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 808.0 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
ea82d225688c631110d22b60fd7cc4e904836e76bf329491b0db29f77c8bfaf4
|
|
BLAKE2b-256 checksum How to use checksums |
bd7cdb61ba68f2c230d784724bec33a3088442d6cdd58c1856be1d7831ce332c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | pys2let-2.2.7-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 756.2 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
99376b861d9d5cfc0ce9f131453f1d62ee67f150def1b6fc573c45987dc209dd
|
|
BLAKE2b-256 checksum How to use checksums |
e306896d2faca97bd6e0d9b14383b35af943e93d72eb6a0bc6313297786e714f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | pys2let-2.2.7-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 674.1 kB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
3db9cda52fa22ce4bb234f327996ed718bd56fd1d0ce4bcc555b625a0b9433e6
|
|
BLAKE2b-256 checksum How to use checksums |
9ae5c28eedcc79b6e906733adcf888c7b00d75351e8332371145dbfb492cb090
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp311-cp311-macosx_10_9_x86_64.whl
| Download URL | pys2let-2.2.7-cp311-cp311-macosx_10_9_x86_64.whl |
|---|---|
| Size | 799.2 kB |
| Tags | CPython 3.11 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
3d66adaabe324b05d5956f2baae06b397c6f418c30a4971a3be0c314e4ebff0b
|
|
BLAKE2b-256 checksum How to use checksums |
46bf93cd7a4fff709f8081f6641c9e49dc4bc190d633128c3a3805e0d414097d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | pys2let-2.2.7-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 871.4 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
4930a16bde8aa34324e9ab070bd11a8cb14a68ead0d0c5368ebac5c50cc34b89
|
|
BLAKE2b-256 checksum How to use checksums |
7235d01c4a939087498dcfdea804de3323b81872d2beb598c0097782f4af0e0d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pys2let-2.2.7-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 807.6 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
b0da83bb56459c64376e76276a5b5770cf556cec89b767b0db8c6144dad484a2
|
|
BLAKE2b-256 checksum How to use checksums |
77ebd635088f4a512f8370732ab76a17b954c38987d9276f66a1e0803ca5d2db
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | pys2let-2.2.7-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 756.5 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
e751e634cb7427cd4c6f2ee68b14ae81c54c6ceeeecaab28ab6d37415d58055e
|
|
BLAKE2b-256 checksum How to use checksums |
930048d364c367fed22712319b27fad34f468d2411726757f2ccd2774c74c153
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | pys2let-2.2.7-cp310-cp310-macosx_11_0_arm64.whl |
|---|---|
| Size | 673.3 kB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
3470598ce09b4c0978207135c7dc0c4bc043faafc875227d8ebcd800b1e0bb40
|
|
BLAKE2b-256 checksum How to use checksums |
88b2556d04eb8a36e9de131e66862388eb68ef994dd7acebcc2ba4a5d0d06d9b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp310-cp310-macosx_10_9_x86_64.whl
| Download URL | pys2let-2.2.7-cp310-cp310-macosx_10_9_x86_64.whl |
|---|---|
| Size | 798.1 kB |
| Tags | CPython 3.10 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
77cf6eaa1c6d30937d01eb4a5b3a8a96925c03720333e911a18bf7d02f156cbf
|
|
BLAKE2b-256 checksum How to use checksums |
68de4742a27f7be4df970ebe3eecf4f147189558573d1d1c0ccde30c6cff4d73
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | pys2let-2.2.7-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 871.4 kB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
18cdd5dc54157be96b9699a4ccb5dd4d4785d752a66afedd0d34428c63b69698
|
|
BLAKE2b-256 checksum How to use checksums |
b310af7785a4939bf20bcea8177e03b9986149d7f63f8a575b2a412ed24a8828
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pys2let-2.2.7-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 807.6 kB |
| Tags | CPython 3.9 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
864a8e7b684f979633ad225ff15394fccd3531efe521222ab2b7cc18a60a71fb
|
|
BLAKE2b-256 checksum How to use checksums |
da85f35d01ade5285263994075b438ab6358cf3f2adf804788b45293a83ce0c0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | pys2let-2.2.7-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 756.5 kB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
f3fe76f4787d54367559eb7794094b3b82a1689ed719a55d787b80bd77eaf154
|
|
BLAKE2b-256 checksum How to use checksums |
c9a5becf3071c2b6f98fac253bf624ab37654726db0ff35ef0f729bd77778f19
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp39-cp39-macosx_11_0_arm64.whl
| Download URL | pys2let-2.2.7-cp39-cp39-macosx_11_0_arm64.whl |
|---|---|
| Size | 673.3 kB |
| Tags | CPython 3.9 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
71ebcf3a48347b268ecefe5b87f1e7347ff10c55f9e72af7658fafe374704e5e
|
|
BLAKE2b-256 checksum How to use checksums |
11da5be1c055291cb2c3f494f6ddd017bee8c32a8abba5f99b8d0d7d724907b5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|
Release files / pys2let-2.2.7-cp39-cp39-macosx_10_9_x86_64.whl
| Download URL | pys2let-2.2.7-cp39-cp39-macosx_10_9_x86_64.whl |
|---|---|
| Size | 798.1 kB |
| Tags | CPython 3.9 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
ec8f32d44715a656415dc21c18d99293ff6471b95c31c71f0da23351ea875769
|
|
BLAKE2b-256 checksum How to use checksums |
8a6c566ca06fa62de4d53b7d2bd282071a17808717ecd3abfcb21cda0f58a430
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.6.5
|