Skip to main content

Python bindings to the clingo solver.

Project description

⚡ Overview

Clingo is a cross-platform solver for Answer Set Programming (ASP), developed as part of the Potassco project. It runs on Linux, macOS, Windows, and can also be compiled to JavaScript for use in browsers and JavaScript environments.

ASP offers a simple and powerful modeling language for describing combinatorial problems as logic programs. Clingo takes such a logic program and computes answer sets representing solutions to the given problem.

To get started, check out our Getting Started page or try the Online Demo.

📝 Resources

📦 Binary Packages

💚 Conda

Binary packages are available from Anaconda:

# stable
conda install -c potassco -c conda-forge clingo
# development
conda install -c potassco/label/dev-20 -c conda-forge clingo

Packages have to be installed on top of the conda-forge channel. The Miniforge distribution ships a conda version configured to use this channel by default (see Miniforge installation instructions).

  • Supported platforms: linux_x86_64, macosx_14_0_{arm64,x86_64}, win_amd64.
  • Supported Python versions: cp312, cp313.

🐍 PyPI

Python packages are available from PyPI:

# stable
pip install https://test.pypi.org/simple clingo
# development
pip install --extra-index-url https://test.pypi.org/simple clingo

Development packages are available on the separate package index at Test PyPI.

  • Supported platforms: manylinux_2_34_{x86_64,ppc64le,aarch64}, macosx_14_0_{arm64,x86_64}, win_amd64.
  • Supported Python versions: cp312, cp313, pp311 (manylinux_2_34_x86_64 only).

☁️ Cloudsmith

Packages for Debian and Ubuntu are available on Cloudsmith:

# stable
curl -1sLf 'https://dl.cloudsmith.io/public/potassco/wip-20/setup.deb.sh' | sudo -E bash
sudo apt update
sudo apt install clingo python3-clingo
# development
curl -1sLf 'https://dl.cloudsmith.io/public/potassco/stable/setup.deb.sh' | sudo -E bash
sudo apt update
sudo apt install clingo python3-clingo

Note that only Ubuntu 24.04 (Noble Numbat) and Debian 13 (Trixie) development versions are supported at the moment. Newer distributions or additional architectures might be added later if there is demand.

  • Supported architectures: x86_64.

🐧 Ubuntu PPA

For Ubuntu users, a PPA is available for easy installation and updates:

# development
sudo add-apt-repository ppa:potassco/stable
sudo apt update
sudo apt install clingo python3-clingo
# development
sudo add-apt-repository ppa:potassco/wip-20
sudo apt update
sudo apt install clingo python3-clingo

Note that only Ubuntu 24.04 (Noble Numbat) development versions are supported for now. The packages are more or less the same as the ones for Cloudsmith but build and shipped via Ubuntu's Launchpad.

  • Supported architectures: x86_64.

🛠️ Building the Application

📋 Requirements

  • a C++20 compiler
  • re2c
  • cmake
  • ninja (recommended, optional)
  • python (recommended, optional)

🏗️ Building

The instructions below work for both single-config and multi-config generators. For faster builds, consider using the Ninja generator by adding -G Ninja to the cmake command.

mkdir -p build
cmake -S . -B build -DCMAKE_BUILD_TYPE=Release
cmake --build build --config Release

📥 Installation

The install target copies the built files to standard system locations, as determined by GNUInstallDirs.

cmake --build build --config Release --target install

Avoid running the install target as root or administrator; instead, set a local prefix using the CMAKE_INSTALL_PREFIX variable when running cmake. If Python support is important, installing into a virtual environment is a good idea.

🐍 Building the Python Module

It is also possible to just build a Python module for Clingo, which allows you to use Clingo from Python without needing to build the entire application.

📋 Requirements

  • a C++20 compiler
  • python
  • pipx (recommended)

🏗️ Building

Assuming pipx is installed, build the Python module with:

pipx run build .

📥 Installation

It is strongly recommended to install the package into a virtual environment to avoid potential conflicts with other packages or system-wide Python installations. To create and activate a virtual environment, you can use the following commands:

python -m venv .venv
source .venv/bin/activate # Unix-based systems
.venv/Scripts/activate    # Windows

After building, install the generated wheel file from the dist folder:

pip install dist/clingo*.whl

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

clingo_funasp-6.0.0.post10.tar.gz (11.2 MB view details)

Uploaded Source

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

clingo_funasp-6.0.0.post10-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl (4.9 MB view details)

Uploaded PyPymanylinux: glibc 2.34+ x86-64

clingo_funasp-6.0.0.post10-cp314-cp314-win_amd64.whl (3.1 MB view details)

Uploaded CPython 3.14Windows x86-64

clingo_funasp-6.0.0.post10-cp314-cp314-manylinux_2_34_x86_64.whl (5.0 MB view details)

Uploaded CPython 3.14manylinux: glibc 2.34+ x86-64

clingo_funasp-6.0.0.post10-cp314-cp314-manylinux_2_34_ppc64le.whl (5.4 MB view details)

Uploaded CPython 3.14manylinux: glibc 2.34+ ppc64le

clingo_funasp-6.0.0.post10-cp314-cp314-manylinux_2_34_aarch64.whl (4.6 MB view details)

Uploaded CPython 3.14manylinux: glibc 2.34+ ARM64

clingo_funasp-6.0.0.post10-cp314-cp314-macosx_14_0_x86_64.whl (3.8 MB view details)

Uploaded CPython 3.14macOS 14.0+ x86-64

clingo_funasp-6.0.0.post10-cp314-cp314-macosx_14_0_arm64.whl (3.5 MB view details)

Uploaded CPython 3.14macOS 14.0+ ARM64

clingo_funasp-6.0.0.post10-cp313-cp313-win_amd64.whl (3.0 MB view details)

Uploaded CPython 3.13Windows x86-64

clingo_funasp-6.0.0.post10-cp313-cp313-manylinux_2_34_x86_64.whl (5.0 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.34+ x86-64

clingo_funasp-6.0.0.post10-cp313-cp313-manylinux_2_34_ppc64le.whl (5.4 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.34+ ppc64le

clingo_funasp-6.0.0.post10-cp313-cp313-manylinux_2_34_aarch64.whl (4.6 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.34+ ARM64

clingo_funasp-6.0.0.post10-cp313-cp313-macosx_14_0_x86_64.whl (3.8 MB view details)

Uploaded CPython 3.13macOS 14.0+ x86-64

clingo_funasp-6.0.0.post10-cp313-cp313-macosx_14_0_arm64.whl (3.5 MB view details)

Uploaded CPython 3.13macOS 14.0+ ARM64

clingo_funasp-6.0.0.post10-cp312-cp312-win_amd64.whl (3.0 MB view details)

Uploaded CPython 3.12Windows x86-64

clingo_funasp-6.0.0.post10-cp312-cp312-manylinux_2_34_x86_64.whl (5.0 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.34+ x86-64

clingo_funasp-6.0.0.post10-cp312-cp312-manylinux_2_34_ppc64le.whl (5.4 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.34+ ppc64le

clingo_funasp-6.0.0.post10-cp312-cp312-manylinux_2_34_aarch64.whl (4.6 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.34+ ARM64

clingo_funasp-6.0.0.post10-cp312-cp312-macosx_14_0_x86_64.whl (3.8 MB view details)

Uploaded CPython 3.12macOS 14.0+ x86-64

clingo_funasp-6.0.0.post10-cp312-cp312-macosx_14_0_arm64.whl (3.5 MB view details)

Uploaded CPython 3.12macOS 14.0+ ARM64

File details

Details for the file clingo_funasp-6.0.0.post10.tar.gz.

File metadata

  • Download URL: clingo_funasp-6.0.0.post10.tar.gz
  • Upload date:
  • Size: 11.2 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for clingo_funasp-6.0.0.post10.tar.gz
Algorithm Hash digest
SHA256 113c33a296ef920f55b66cee8aad1d112d531387597e4e689146a88b05410962
MD5 c6186d7d1bcd86498db34bc2cbd7c375
BLAKE2b-256 726b5bf98c59857f13388bc5012f12f7ff14cb5633718f5b76233776cf008ffa

See more details on using hashes here.

Provenance

The following attestation bundles were made for clingo_funasp-6.0.0.post10.tar.gz:

Publisher: cibw.yml on jorgefandinno/clingo-funasp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file clingo_funasp-6.0.0.post10-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl.

File metadata

File hashes

Hashes for clingo_funasp-6.0.0.post10-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl
Algorithm Hash digest
SHA256 caf3db5e2934720f089faa18ec41b7ae664f70aa2e6dafc76a920d1392d02b65
MD5 b809df6b02b22213d122724a3e159982
BLAKE2b-256 8400df84bbf8ecba216565e20c5a134c48b35214a565262ee3157b58ecd72a57

See more details on using hashes here.

Provenance

The following attestation bundles were made for clingo_funasp-6.0.0.post10-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl:

Publisher: cibw.yml on jorgefandinno/clingo-funasp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file clingo_funasp-6.0.0.post10-cp314-cp314-win_amd64.whl.

File metadata

File hashes

Hashes for clingo_funasp-6.0.0.post10-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 874172777fe5c17e7f34926ed3987673cde6bdd9d5bc2c1182b4eb3a7e980e32
MD5 f66da92f7dfcc7c62ecbad9d9da90998
BLAKE2b-256 de7c30c27b9340abdf06aa1d84da6f2a19817e8069fc82d29ef3a3506b4c6bba

See more details on using hashes here.

Provenance

The following attestation bundles were made for clingo_funasp-6.0.0.post10-cp314-cp314-win_amd64.whl:

Publisher: cibw.yml on jorgefandinno/clingo-funasp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file clingo_funasp-6.0.0.post10-cp314-cp314-manylinux_2_34_x86_64.whl.

File metadata

File hashes

Hashes for clingo_funasp-6.0.0.post10-cp314-cp314-manylinux_2_34_x86_64.whl
Algorithm Hash digest
SHA256 854f13f6415e1f27479eea3afc94ee0f02f241c5fd1b4d08662745c4da8eee50
MD5 2a797e96fbca371eea41fcbc437cd6fa
BLAKE2b-256 d0096400b1144f85229a15df946019a26a3676813abee9e0b466bbc188550084

See more details on using hashes here.

Provenance

The following attestation bundles were made for clingo_funasp-6.0.0.post10-cp314-cp314-manylinux_2_34_x86_64.whl:

Publisher: cibw.yml on jorgefandinno/clingo-funasp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file clingo_funasp-6.0.0.post10-cp314-cp314-manylinux_2_34_ppc64le.whl.

File metadata

File hashes

Hashes for clingo_funasp-6.0.0.post10-cp314-cp314-manylinux_2_34_ppc64le.whl
Algorithm Hash digest
SHA256 b188c950a56da0440f916217fc3b2c1a8971bed61ef7160573226c1cfa544de1
MD5 d53b4678f5fd00629df8dd7177ac4498
BLAKE2b-256 39eb96f3fd40293af4f3604f0525eb735683a5b18b9d492f81869c1bdd4d00fa

See more details on using hashes here.

Provenance

The following attestation bundles were made for clingo_funasp-6.0.0.post10-cp314-cp314-manylinux_2_34_ppc64le.whl:

Publisher: cibw.yml on jorgefandinno/clingo-funasp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file clingo_funasp-6.0.0.post10-cp314-cp314-manylinux_2_34_aarch64.whl.

File metadata

File hashes

Hashes for clingo_funasp-6.0.0.post10-cp314-cp314-manylinux_2_34_aarch64.whl
Algorithm Hash digest
SHA256 5d06664699874168dfd216682a533ca800b627910bb05d0ac676579f68a4b559
MD5 392bb6ca33d19b833063267ad068549d
BLAKE2b-256 14686b2c44836fb1a54e3202acdafc4ad42e298d24f5eb34f3928c8bf41de39f

See more details on using hashes here.

Provenance

The following attestation bundles were made for clingo_funasp-6.0.0.post10-cp314-cp314-manylinux_2_34_aarch64.whl:

Publisher: cibw.yml on jorgefandinno/clingo-funasp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file clingo_funasp-6.0.0.post10-cp314-cp314-macosx_14_0_x86_64.whl.

File metadata

File hashes

Hashes for clingo_funasp-6.0.0.post10-cp314-cp314-macosx_14_0_x86_64.whl
Algorithm Hash digest
SHA256 d54b0a936aa100046a5da26c691c68bbabd4d2254e705366a61437b4dea189ac
MD5 42231b7c41fb7b8a681974fd85836071
BLAKE2b-256 8fd75afeccf4535d865efe8cbc61ba72be3beb650ec2a58703e7cfa10514ef23

See more details on using hashes here.

Provenance

The following attestation bundles were made for clingo_funasp-6.0.0.post10-cp314-cp314-macosx_14_0_x86_64.whl:

Publisher: cibw.yml on jorgefandinno/clingo-funasp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file clingo_funasp-6.0.0.post10-cp314-cp314-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for clingo_funasp-6.0.0.post10-cp314-cp314-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 42e693c7ace2a423a536b59e03cd14489049e7d4d5a518bc6afc787932e6e66b
MD5 02a41dcbf087b8ff106d46bc9ef6d8dd
BLAKE2b-256 7a95436cf854684573d930f6c698e2c1e0988161b101d2f96ceb287509164cc8

See more details on using hashes here.

Provenance

The following attestation bundles were made for clingo_funasp-6.0.0.post10-cp314-cp314-macosx_14_0_arm64.whl:

Publisher: cibw.yml on jorgefandinno/clingo-funasp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file clingo_funasp-6.0.0.post10-cp313-cp313-win_amd64.whl.

File metadata

File hashes

Hashes for clingo_funasp-6.0.0.post10-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 c9a402bbdd218733ac6fe6f84ed6b4772187b2d62ddcdb15f5219d073a8f8bd7
MD5 947fdf5ce7a3696c350ae0c041b7e65c
BLAKE2b-256 72358ee4e584145803250b680d77fd392e5b2670331e5c0e2fea6582b16c1437

See more details on using hashes here.

Provenance

The following attestation bundles were made for clingo_funasp-6.0.0.post10-cp313-cp313-win_amd64.whl:

Publisher: cibw.yml on jorgefandinno/clingo-funasp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file clingo_funasp-6.0.0.post10-cp313-cp313-manylinux_2_34_x86_64.whl.

File metadata

File hashes

Hashes for clingo_funasp-6.0.0.post10-cp313-cp313-manylinux_2_34_x86_64.whl
Algorithm Hash digest
SHA256 b1082ff7015f86eff536d83b05fef74c2a1a6b2987403707a247d4891d97da05
MD5 a2cfd1a2227bb52c4c97538241a176d8
BLAKE2b-256 e7354c3b353b5291ae71c0443591709484c61677a23eea71fa8c2ba2864a8a1c

See more details on using hashes here.

Provenance

The following attestation bundles were made for clingo_funasp-6.0.0.post10-cp313-cp313-manylinux_2_34_x86_64.whl:

Publisher: cibw.yml on jorgefandinno/clingo-funasp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file clingo_funasp-6.0.0.post10-cp313-cp313-manylinux_2_34_ppc64le.whl.

File metadata

File hashes

Hashes for clingo_funasp-6.0.0.post10-cp313-cp313-manylinux_2_34_ppc64le.whl
Algorithm Hash digest
SHA256 7de654b2bb4b6ba8438888f2a49a1f8bc7dc76e987c91400091d4494bc82cbed
MD5 809554a69aac25fbf189544403eff5be
BLAKE2b-256 5472c22ff13b5357212a95d44c2b9042a8df210ed60a49e22559c21966557c2f

See more details on using hashes here.

Provenance

The following attestation bundles were made for clingo_funasp-6.0.0.post10-cp313-cp313-manylinux_2_34_ppc64le.whl:

Publisher: cibw.yml on jorgefandinno/clingo-funasp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file clingo_funasp-6.0.0.post10-cp313-cp313-manylinux_2_34_aarch64.whl.

File metadata

File hashes

Hashes for clingo_funasp-6.0.0.post10-cp313-cp313-manylinux_2_34_aarch64.whl
Algorithm Hash digest
SHA256 bebb7ce1a696b9c4c8881e185f2794d242e210c3b3a47e3a08269838755e008a
MD5 0c577cc2b20daa0b3b1a9bfa82691eb0
BLAKE2b-256 72475215a41f6bbff38baa2a291b70d04966c9a21093f41b3fddddb65eb37f9c

See more details on using hashes here.

Provenance

The following attestation bundles were made for clingo_funasp-6.0.0.post10-cp313-cp313-manylinux_2_34_aarch64.whl:

Publisher: cibw.yml on jorgefandinno/clingo-funasp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file clingo_funasp-6.0.0.post10-cp313-cp313-macosx_14_0_x86_64.whl.

File metadata

File hashes

Hashes for clingo_funasp-6.0.0.post10-cp313-cp313-macosx_14_0_x86_64.whl
Algorithm Hash digest
SHA256 2a5bbe822390de9e8f6f5839af050753507a1bc3cedfb0aafb214c72781ae2f6
MD5 48564ba49e193c86059e0731a24baf47
BLAKE2b-256 780bc6bb8c52309ea039e66c69d8cb4fe1951402bf40dd0b681e84bea91dfeba

See more details on using hashes here.

Provenance

The following attestation bundles were made for clingo_funasp-6.0.0.post10-cp313-cp313-macosx_14_0_x86_64.whl:

Publisher: cibw.yml on jorgefandinno/clingo-funasp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file clingo_funasp-6.0.0.post10-cp313-cp313-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for clingo_funasp-6.0.0.post10-cp313-cp313-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 cede47e01d32e916c95aaf49179fd914c10428ce9ad8d5639c5148d787a5a31a
MD5 8d7bf828712d1f46088e9ff00cc054be
BLAKE2b-256 3d65d9059a690ea5ab8d28db07bea4056ea639c8972891be1dae72345cb68b95

See more details on using hashes here.

Provenance

The following attestation bundles were made for clingo_funasp-6.0.0.post10-cp313-cp313-macosx_14_0_arm64.whl:

Publisher: cibw.yml on jorgefandinno/clingo-funasp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file clingo_funasp-6.0.0.post10-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for clingo_funasp-6.0.0.post10-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 cca2de7fa497b56bfacbcbb45f66bfb595ea608b0e1e478f326f005a3cdc6068
MD5 92a01b40188e3857467751bc2b3b33a6
BLAKE2b-256 dc7b28d16fb3d9e342a9341e484ca5182e2851fb87ce7e67064f4e8d848bcbf1

See more details on using hashes here.

Provenance

The following attestation bundles were made for clingo_funasp-6.0.0.post10-cp312-cp312-win_amd64.whl:

Publisher: cibw.yml on jorgefandinno/clingo-funasp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file clingo_funasp-6.0.0.post10-cp312-cp312-manylinux_2_34_x86_64.whl.

File metadata

File hashes

Hashes for clingo_funasp-6.0.0.post10-cp312-cp312-manylinux_2_34_x86_64.whl
Algorithm Hash digest
SHA256 35150df412b13772cd8a38814056c1e319a65537bd9135c50bdb3afaf0185159
MD5 04e642f61e2ef2ce78e5f8526d199fdd
BLAKE2b-256 ea3dbcfdff6e760b11fcc0c4be80ef4269ced02791e2db7979bf7ae37b58a982

See more details on using hashes here.

Provenance

The following attestation bundles were made for clingo_funasp-6.0.0.post10-cp312-cp312-manylinux_2_34_x86_64.whl:

Publisher: cibw.yml on jorgefandinno/clingo-funasp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file clingo_funasp-6.0.0.post10-cp312-cp312-manylinux_2_34_ppc64le.whl.

File metadata

File hashes

Hashes for clingo_funasp-6.0.0.post10-cp312-cp312-manylinux_2_34_ppc64le.whl
Algorithm Hash digest
SHA256 64d658912cf1fdfaa32a6e203478b6037e87dd8b6d39ae2663d1fd580826bb20
MD5 fc59be752bf5af4a195202d2e98d6daa
BLAKE2b-256 a4546c50898e37cd45458fdd8797b59dc5ac323e6d7eecba858066fcde4b07a8

See more details on using hashes here.

Provenance

The following attestation bundles were made for clingo_funasp-6.0.0.post10-cp312-cp312-manylinux_2_34_ppc64le.whl:

Publisher: cibw.yml on jorgefandinno/clingo-funasp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file clingo_funasp-6.0.0.post10-cp312-cp312-manylinux_2_34_aarch64.whl.

File metadata

File hashes

Hashes for clingo_funasp-6.0.0.post10-cp312-cp312-manylinux_2_34_aarch64.whl
Algorithm Hash digest
SHA256 501738652d42de949848e1ea88b4544f7544cad11ffdec813c96ec4a31dde137
MD5 c58cddfb6b91078ec08545e0c6202674
BLAKE2b-256 d27a3cccd8dcc14160bf726f621f9431beaa78c67fbb8d68a54955cd16b20feb

See more details on using hashes here.

Provenance

The following attestation bundles were made for clingo_funasp-6.0.0.post10-cp312-cp312-manylinux_2_34_aarch64.whl:

Publisher: cibw.yml on jorgefandinno/clingo-funasp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file clingo_funasp-6.0.0.post10-cp312-cp312-macosx_14_0_x86_64.whl.

File metadata

File hashes

Hashes for clingo_funasp-6.0.0.post10-cp312-cp312-macosx_14_0_x86_64.whl
Algorithm Hash digest
SHA256 552e9283d907dc70efb55680abe534542a8ecbd13aad722119a9d31860ba8ebf
MD5 1e2c23a38d38dca847173b176e0d9ef8
BLAKE2b-256 8a090e7f11ee55444612b3ba4f93b3fe6ebc6588ebe6920ba53f81e2affa442d

See more details on using hashes here.

Provenance

The following attestation bundles were made for clingo_funasp-6.0.0.post10-cp312-cp312-macosx_14_0_x86_64.whl:

Publisher: cibw.yml on jorgefandinno/clingo-funasp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file clingo_funasp-6.0.0.post10-cp312-cp312-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for clingo_funasp-6.0.0.post10-cp312-cp312-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 d0f157a19d3663cd7ac083d4ea75988facb6be1c464a1d1a95d00809134d2de7
MD5 b22e45a2d193ac6f06700566b7db5819
BLAKE2b-256 83ad4f8aed1c7068ec424e6b2f1aec06338376c9a01c76b6fb72ae975badd52a

See more details on using hashes here.

Provenance

The following attestation bundles were made for clingo_funasp-6.0.0.post10-cp312-cp312-macosx_14_0_arm64.whl:

Publisher: cibw.yml on jorgefandinno/clingo-funasp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page