CGRTools
Fork Notice: This is a maintained fork of the original CGRtools project with updates for modern Python versions (3.10-3.14) and automated wheel builds for Linux (x86_64, ARM64) and macOS (Intel, Apple Silicon). It fixes the issue with newer Cython versions, makes package PEP517-complient and provides precompiled wheels for easier installation.
[WIP] to fix your broken builds replace `cgrtools` with `cgrtools-plus` in your dependencies.
Tools for processing of reactions based on Condensed Graph of Reaction (CGR) approach.
- Basic operations:
Read/write/convert formats: MDL .RDF (RXN) and .SDF (MOL), .MRV, SMILES, INCHI (Linux and Windows), .XYZ, .PDB
Standardize molecules and reactions and valid structures checker.
Duplicate searching.
Tetrahedron, Allene and CIS-TRANS stereo checking.
Produce CGRs.
Perform subgraph search.
Build/edit molecules and reactions.
Produce template based reactions and molecules.
Atom-to-atom mapping checker and rule-based fixer.
Perform MCS search.
2d coordinates generation (based on SmilesDrawer)
2d/3d depiction.
Full documentation can be found here
INSTALL
Highly recommended to use python 3.8+. Python 3.6 and 3.7 deprecated.
Linux Debian based
Install python3.8, virtualenv and git:
sudo apt install python3.8 python3.8-dev git python3-virtualenv
Create new environment and activate it:
virtualenv -p python3.8 venv source venv/bin/activate
Mac
Install python3.8 and git using brew:
brew install git brew install python3
Install virtualenv:
pip install virtualenv
Create new environment and activate it:
virtualenv -p python3.8 venv source venv/bin/activate
Windows
Install python3.8 and git using Chocolatey:
choco install git choco install python3
Install virtualenv:
pip install virtualenv
Create new environment and activate it:
virtualenv venv venv\Scripts\activate
General part
stable version available through PyPI:
pip install cgrtools-plus
Install CGRtools with MRV files parsing support:
pip install cgrtools-plus[mrv]
Install CGRtools with structures clean2d support (Note: install NodeJS into system, see details):
pip install cgrtools-plus[clean2d]
Install CGRtools with optimized XYZ parser:
pip install cgrtools-plus[jit]
If you still have questions, please open issue within github.
PACKAGING
For wheel generation just type next command in source root:
python -m build
COPYRIGHT
2014-2022 Timur Madzhidov tmadzhidov@gmail.com product owner, idea and development supervision
2014-2021 Ramil Nugmanov nougmanoff@protonmail.com main developer
2021-2022 Valentina Afonina valiaafo@yandex.ru development and support
CONTRIBUTORS
Dinar Batyrshin batyrshin-dinar@mail.ru
Timur Gimadiev timur.gimadiev@gmail.com
Adelia Fatykhova adelik21979@gmail.com
Tagir Akhmetshin tagirshin@gmail.com
Ravil Mukhametgaleev sonic-mc@mail.ru
Valentina Afonina valiaafo@yandex.ru
CITE THIS
CGRtools: Python Library for Molecule, Reaction, and Condensed Graph of Reaction Processing. Journal of Chemical Information and Modeling 2019 59 (6), 2516-2521. DOI: 10.1021/acs.jcim.9b00102
Metadata
Release files for cgrtools-plus 4.1.35
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| cgrtools_plus-4.1.35.tar.gz | 1.0 MB | Details |
Built distributions (wheels)
Total release size: 22.2 MB
Release files / cgrtools_plus-4.1.35.tar.gz
| Download URL | cgrtools_plus-4.1.35.tar.gz |
|---|---|
| Size | 1.0 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
b4be5c278e7ad5283209d63b034448003ee863a45afc5d6514d607d2d4403bd9
|
|
BLAKE2b-256 checksum How to use checksums |
96320102e0c063abc34838bdb3d257a4824e09476842ac0f7e154a462e83232a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp314-cp314-win_arm64.whl
| Download URL | cgrtools_plus-4.1.35-cp314-cp314-win_arm64.whl |
|---|---|
| Size | 286.7 kB |
| Tags | CPython 3.14 Windows ARM64 |
|
SHA-256 checksum How to use checksums |
2d7ef213541d56fdc4e5e7d0fecf6898a432aa9f42e728f5ba8f316cc8dfbd54
|
|
BLAKE2b-256 checksum How to use checksums |
72d644f3de85101456af10d1cb9215542da981358392498483e7972e5da196d0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp314-cp314-win_amd64.whl
| Download URL | cgrtools_plus-4.1.35-cp314-cp314-win_amd64.whl |
|---|---|
| Size | 948.1 kB |
| Tags | CPython 3.14 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
2cf72b91fbe7624a07c6e9b00c28996e7b12141f14a2cc658b65a2a510a4ae47
|
|
BLAKE2b-256 checksum How to use checksums |
89c2be51a8c94c6a399903f78f3bcb5c00e025b52f71b4a752fb31f89d007f7f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp314-cp314-win32.whl
| Download URL | cgrtools_plus-4.1.35-cp314-cp314-win32.whl |
|---|---|
| Size | 945.3 kB |
| Tags | CPython 3.14 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
006224997c4ada8a1cb7f02cfe1d534848e3b67d572c56fb2c8ea62efd7fa9d0
|
|
BLAKE2b-256 checksum How to use checksums |
8f8f154aa99173fd9887bb3ed079e28972884652187c64e93a4e1e42fe5074d5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | cgrtools_plus-4.1.35-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.14 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
3a0f0b49387132ca95b0b5f41a5cb029e6ba73f27a9bf358d674e412eb495fba
|
|
BLAKE2b-256 checksum How to use checksums |
33bf542644df071bcef1aa807e1b41f7a4706a5905a171e3f508517d915f6452
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
| Download URL | cgrtools_plus-4.1.35-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl |
|---|---|
| Size | 423.2 kB |
| Tags | CPython 3.14 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
044c2a0ed88044f11810065f280a4e22cd172b9f422133c5f9a36e10da0240ea
|
|
BLAKE2b-256 checksum How to use checksums |
e39512fa65aca942dadf74999b096e973d2870172312d977d068049e33f7dd3a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp314-cp314-macosx_11_0_arm64.whl
| Download URL | cgrtools_plus-4.1.35-cp314-cp314-macosx_11_0_arm64.whl |
|---|---|
| Size | 290.7 kB |
| Tags | CPython 3.14 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
1fe96d8eb9bf068cd2e358488680b3bc1c3ff6a6450fd2b2118b0ae20c26516a
|
|
BLAKE2b-256 checksum How to use checksums |
685d42c318108e3bfa1bba38d14630a9bf2660c9a0cffe5ab4ac8118b85fe34e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp314-cp314-macosx_10_15_x86_64.whl
| Download URL | cgrtools_plus-4.1.35-cp314-cp314-macosx_10_15_x86_64.whl |
|---|---|
| Size | 290.5 kB |
| Tags | CPython 3.14 macOS 10.15+ x86-64 |
|
SHA-256 checksum How to use checksums |
0efbfea2aeebd448747fe25ba1bc17de231ce87fa0af5d389a10df804af90073
|
|
BLAKE2b-256 checksum How to use checksums |
6c1b933a00c5168f9b775a6b05a6e657341f975090f83b632273f03761710ec0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp313-cp313-win_arm64.whl
| Download URL | cgrtools_plus-4.1.35-cp313-cp313-win_arm64.whl |
|---|---|
| Size | 286.2 kB |
| Tags | CPython 3.13 Windows ARM64 |
|
SHA-256 checksum How to use checksums |
5acb883add3750d808f20f284427c160ff6a0e51a7a74637e577d47f2161f85f
|
|
BLAKE2b-256 checksum How to use checksums |
f8b085842667a9f1f15f91d7ec099770f51199bed66873ebd61ec28902247110
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp313-cp313-win_amd64.whl
| Download URL | cgrtools_plus-4.1.35-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 931.1 kB |
| Tags | CPython 3.13 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
b61be83e6e1edc7ad7bfbf1f4c9c6768c492d2272c6169c922f1655ab59e25e7
|
|
BLAKE2b-256 checksum How to use checksums |
4fe428c0eb9e2ff0c2c7dbfd80d6cbaeacd808534b9f84e332d19335bc9df0ee
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp313-cp313-win32.whl
| Download URL | cgrtools_plus-4.1.35-cp313-cp313-win32.whl |
|---|---|
| Size | 928.4 kB |
| Tags | CPython 3.13 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
20a73125e0b633ceed309d6d6867ca7b59ed2cf80a47821cc0a1b47fa4e3301e
|
|
BLAKE2b-256 checksum How to use checksums |
72eac1a1923ad2a65914b87f840c4c217316590ad5702af7b23dda381de66634
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | cgrtools_plus-4.1.35-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.13 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
8f8507846ddd30da30b84c35a1d3b6769daea5a88655318a04102f22c65e0b82
|
|
BLAKE2b-256 checksum How to use checksums |
59f5904ef2af2b787ac3ae0200a8252e88c741f8b5612566f6c57fa4a9571549
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
| Download URL | cgrtools_plus-4.1.35-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl |
|---|---|
| Size | 423.7 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
1df1337a8f0e7f9df8dfe63ea6b71bdbc163a31547014e60b0ecdf35aecf02e9
|
|
BLAKE2b-256 checksum How to use checksums |
d0e7f5572610d9362f2911678ad09ed98e813f52455f5a1687bceaa019a5125d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | cgrtools_plus-4.1.35-cp313-cp313-macosx_11_0_arm64.whl |
|---|---|
| Size | 290.8 kB |
| Tags | CPython 3.13 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
b0762d3f6ec53a2a7b8ce2580024476aae979884045ab9c1838d327b8a465d2a
|
|
BLAKE2b-256 checksum How to use checksums |
869008f7f26e3be65a01584e27bd1e19fe53b1bf68ae499f8723d3bd3af44a53
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp313-cp313-macosx_10_13_x86_64.whl
| Download URL | cgrtools_plus-4.1.35-cp313-cp313-macosx_10_13_x86_64.whl |
|---|---|
| Size | 290.7 kB |
| Tags | CPython 3.13 macOS 10.13+ x86-64 |
|
SHA-256 checksum How to use checksums |
1aeef6c527fe8b6c0b2d5abddc1b06690740ca656ebb4fd0421cc37b2f17ab1e
|
|
BLAKE2b-256 checksum How to use checksums |
320d856e45e8fab03f9fb054fbb575c280da4307a6aa241fcdff7038e9ee7b6b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp312-cp312-win_arm64.whl
| Download URL | cgrtools_plus-4.1.35-cp312-cp312-win_arm64.whl |
|---|---|
| Size | 286.5 kB |
| Tags | CPython 3.12 Windows ARM64 |
|
SHA-256 checksum How to use checksums |
8057ad16fc5d739154036784e5a13b3fa00a0c7507c9914481b023f5382dbe15
|
|
BLAKE2b-256 checksum How to use checksums |
2e68c61b684fce25f680fd9edf07d3abf9ec98922706c2276d786683ac3fe22c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp312-cp312-win_amd64.whl
| Download URL | cgrtools_plus-4.1.35-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 931.8 kB |
| Tags | CPython 3.12 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
d73c23432d2915abb30bfb64b6189399141e2955a560060aba6ddfdb3a28a3b7
|
|
BLAKE2b-256 checksum How to use checksums |
7db30a849424a599609a8a8ba1b7be9e65b9754b627e9fb58f0d9954002b25e3
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp312-cp312-win32.whl
| Download URL | cgrtools_plus-4.1.35-cp312-cp312-win32.whl |
|---|---|
| Size | 928.6 kB |
| Tags | CPython 3.12 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
f7eb5a395b27dd9d5d23d9787b73f8c08d14d4c9bba3e30b3e715a05acd38a4e
|
|
BLAKE2b-256 checksum How to use checksums |
e854c98c1abefd60a9272f780722690f5786dfed5729220909d8cef8f6c2472f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | cgrtools_plus-4.1.35-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
468fe4e1508c1973fbbfcfbf0c64ec81a21792379fc7c1cfd4ab0a70ced78bf8
|
|
BLAKE2b-256 checksum How to use checksums |
5fa7648934ce6ba2426a837506810b92fa759b2f9f8593ba22f8bff284e012cc
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
| Download URL | cgrtools_plus-4.1.35-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl |
|---|---|
| Size | 429.0 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
38d3971f5fd451e21f6b4b249da426053ba5a3568fb27f14f88d059bc559f1f1
|
|
BLAKE2b-256 checksum How to use checksums |
e7443ba96ec78f1da0aa0570e084685e755e22571da9609dd84543daf720b616
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | cgrtools_plus-4.1.35-cp312-cp312-macosx_11_0_arm64.whl |
|---|---|
| Size | 291.2 kB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
09b9fde935b7c8eeb7264a76e7d744b43bbe1e6c9ab3aec09fb5eadf50adc356
|
|
BLAKE2b-256 checksum How to use checksums |
040cf912ff5cfca52b55c33e72eb52d83a4513f3570f9a89ba09bf78458075ec
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp312-cp312-macosx_10_13_x86_64.whl
| Download URL | cgrtools_plus-4.1.35-cp312-cp312-macosx_10_13_x86_64.whl |
|---|---|
| Size | 291.0 kB |
| Tags | CPython 3.12 macOS 10.13+ x86-64 |
|
SHA-256 checksum How to use checksums |
b02fcc202c2d046e60112833edb82727a87ac4b10912ddf77ab001fc57a6a57a
|
|
BLAKE2b-256 checksum How to use checksums |
4d47be76e6488f854e1a40ea9e280bc3104df98641661163d19ad81b78002ffd
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp311-cp311-win_arm64.whl
| Download URL | cgrtools_plus-4.1.35-cp311-cp311-win_arm64.whl |
|---|---|
| Size | 286.2 kB |
| Tags | CPython 3.11 Windows ARM64 |
|
SHA-256 checksum How to use checksums |
e893f3c1267db4ce60633eaa8817bd555a4e32d3a8d5fc12068a84be5feb0377
|
|
BLAKE2b-256 checksum How to use checksums |
0623fb6ca253b6eb9885a931da1721897b5037802f07211f531e94c27227679c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp311-cp311-win_amd64.whl
| Download URL | cgrtools_plus-4.1.35-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 930.9 kB |
| Tags | CPython 3.11 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
241140ddaeb3e58a3cac1cf58ebd07bfbf8643684fb4e756f4e00460c4c3a266
|
|
BLAKE2b-256 checksum How to use checksums |
e76510effa90dfe62722792edd49b9e48bf2531f3829e96094fe86d9b5a60fa9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp311-cp311-win32.whl
| Download URL | cgrtools_plus-4.1.35-cp311-cp311-win32.whl |
|---|---|
| Size | 928.1 kB |
| Tags | CPython 3.11 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
4bccb25494f506c8e13ad409fe2cd1a29bfa0e9381766b4178d06c1721ac1271
|
|
BLAKE2b-256 checksum How to use checksums |
16ace7751b92cbe9168d6ace259d85c07d77e2113e80f2f8220951c210f93f73
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | cgrtools_plus-4.1.35-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
aaa558cd35808898f933da87bccbf7a629f332cd2642c6ea3fb7f629fe9336a3
|
|
BLAKE2b-256 checksum How to use checksums |
2fd7a1e87fba0072be56967ab2a1d44187d56dc048a393a4189b1c59083de23c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
| Download URL | cgrtools_plus-4.1.35-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl |
|---|---|
| Size | 425.3 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
d54ecbedc7c81d873e314d5e15c1a5e07cabdf7ad796df2234c6d0e9e8830091
|
|
BLAKE2b-256 checksum How to use checksums |
a266b17c89aa94f1569367c57c1a30fef2c594b196acc0d127621408a2333557
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | cgrtools_plus-4.1.35-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 292.0 kB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
dd8fa450fe8075f4ad538e80ced1f0412c5bdddd634853152869dbf2bbe6587b
|
|
BLAKE2b-256 checksum How to use checksums |
3eb38a962624e46ababbb0a38c10d144baf5996603ba0d731b853f5d1f87147c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp311-cp311-macosx_10_9_x86_64.whl
| Download URL | cgrtools_plus-4.1.35-cp311-cp311-macosx_10_9_x86_64.whl |
|---|---|
| Size | 291.1 kB |
| Tags | CPython 3.11 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
1f444efc956d13850beda9884ce2d6ecd2ed699165b79568b202ea9d8e847b2a
|
|
BLAKE2b-256 checksum How to use checksums |
09f2acb8cdd5fb784635c19f2643afee1e98b64777441f458dfcdea28ad32ba6
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp310-cp310-win_arm64.whl
| Download URL | cgrtools_plus-4.1.35-cp310-cp310-win_arm64.whl |
|---|---|
| Size | 286.2 kB |
| Tags | CPython 3.10 Windows ARM64 |
|
SHA-256 checksum How to use checksums |
562de29553875e2b9506c1104aa5ad91422da1e5cf16ccf6a1d894b393035f72
|
|
BLAKE2b-256 checksum How to use checksums |
d413a6fc7115523413ccf49dd732206b7acb89c708bcaaed650412914296e473
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp310-cp310-win_amd64.whl
| Download URL | cgrtools_plus-4.1.35-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 931.0 kB |
| Tags | CPython 3.10 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
3735a6e7de0f9a2359b7fb1e384826128e7130743fd287d6422d51683ecdda2b
|
|
BLAKE2b-256 checksum How to use checksums |
ac645bc599418f798d228442a5247558bc7b72bf73c7c18e325ba5301a5d8bf9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp310-cp310-win32.whl
| Download URL | cgrtools_plus-4.1.35-cp310-cp310-win32.whl |
|---|---|
| Size | 928.0 kB |
| Tags | CPython 3.10 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
9e65a5a5bd493f61dec48627b660992237587f68655c9000740615f6ad4c5e0e
|
|
BLAKE2b-256 checksum How to use checksums |
16f21359a47329ad6bc017edfdce8d0977fd19b513d07547bfb0cf6ba3495c98
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | cgrtools_plus-4.1.35-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
d2b349655dcdd21ebea013a06ee745fcf1354d41b16592802bde1d66adc7060c
|
|
BLAKE2b-256 checksum How to use checksums |
27b0d12c475f0760cd4578ca4641c9eee2965f75a8d80473fd98bd1ec2782c4c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
| Download URL | cgrtools_plus-4.1.35-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl |
|---|---|
| Size | 414.8 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
8ae72afac529c88deb727c862d72cfafc644eda3cd396572e2e7bbc464c7dad3
|
|
BLAKE2b-256 checksum How to use checksums |
7092a6f13cf7c3d95cf6cbcd02e23242c36222b640bb7b844bd34ce8661f4622
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | cgrtools_plus-4.1.35-cp310-cp310-macosx_11_0_arm64.whl |
|---|---|
| Size | 291.3 kB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
c23a321ab45456a0af4f938b71cc6317d6013ceb745c548e86583bada457ef60
|
|
BLAKE2b-256 checksum How to use checksums |
627646e78be37ee323e9fde58ab40af6e3e0753094c2b0a974927ec57a3702dc
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency logRelease files / cgrtools_plus-4.1.35-cp310-cp310-macosx_10_9_x86_64.whl
| Download URL | cgrtools_plus-4.1.35-cp310-cp310-macosx_10_9_x86_64.whl |
|---|---|
| Size | 290.4 kB |
| Tags | CPython 3.10 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
61de207f693b8c2f1f2791feeec7330ad55d4c6b4abd03dd75659940cbce76fe
|
|
BLAKE2b-256 checksum How to use checksums |
2c1b6b936ec494822cc4d2b9d657c32d27a5d532d480b0795a744b7591900c03
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 25, 2025.
Transparency log