OpenJij : Framework for the Ising model and QUBO.
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Python 3.10-3.14
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(optional) gcc >= 7.0.0
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(optional) cmake >= 3.22
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(optional) Ninja
Citation
Click the "Cite this repository" button on the right sidebar to get the citation for the latest version (BibTeX and APA formats).
DOI for all versions:
Note for Reproducibility: Please specify the exact version of OpenJij used in your work. You can find the version number by running pip show openjij.
install
install via pip
Note: (2023/08/09) GPGPU algorithms will no longer be supported.
# Binary
$ pip install openjij
# From Source
$ pip install --no-binary=openjij openjij
install via pip from source codes
To install OpenJij from source codes, please install CMake first then install OpenJij.
cmake setup
For development installation, you will need to install CMake>=3.22.
We highly recommend installing CMake via PYPI.
$ pip install -U cmake
Make sure the enviroment path for CMake is set correctly.
install OpenJij
$ pip install --no-binary=openjij openjij
install from github repository
$ git clone git@github.com:OpenJij/OpenJij.git
$ cd openjij
$ python -m pip install -vvv .
Development Install (Recommended for Contributors)
OpenJij uses uv for efficient dependency management and reproducible development environments.
# Clone repository
$ git clone git@github.com:OpenJij/OpenJij.git
$ cd OpenJij
# Install uv (choose one method)
$ pip install uv # Recommended
# or: curl -LsSf https://astral.sh/uv/install.sh | sh # macOS/Linux
# or: brew install uv # Homebrew
# Set up development environment with exact dependency versions
$ uv sync --locked --group dev
# Verify installation (includes C++ extension build)
$ uv run python -c "import openjij; import openjij.cxxjij; print('OpenJij setup complete')"
$ uv run pytest tests/ -v --tb=short
Dependency Groups
OpenJij uses PEP 735 dependency groups for efficient quantum computing development:
| Group | Purpose | Command | Use Case |
|---|---|---|---|
| dev | Full development environment | uv sync --group dev |
Complete setup with all tools |
| test | Testing and coverage tools | uv sync --group test |
CI/CD and automated testing |
| format | Code quality and formatting | uv sync --group format |
Linting and style checks |
| build | Build and packaging tools | uv sync --group build |
Package creation and distribution |
Dependency management:
- Reproducible builds (CI/CD, team collaboration):
uv sync --locked --group dev - Latest versions (local development):
uv sync --group dev - Update dependencies:
uv lockoruv lock --upgrade
All dependencies are locked in uv.lock for consistent environments across different systems.
C++ Extension Integration
OpenJij's C++ extensions are built automatically during installation for optimal quantum computing performance:
# Development with C++ code modifications
$ uv sync --group dev # Initial setup
# ... modify C++ source files ...
$ uv run pip install . # Rebuild C++ extension
$ uv run python -c "import openjij.cxxjij; print('C++ extension updated')"
Test
Python Tests
# Install test dependencies with exact versions
$ uv sync --locked --group test
# Run comprehensive test suite
$ uv run pytest tests/ -v --tb=short
$ uv run pytest tests/ -v --cov=openjij --cov-report=html
$ uv run python -m coverage html
C++ Tests
# Build and run C++ tests (independent of Python environment)
$ mkdir build
$ cmake -DCMAKE_BUILD_TYPE=Debug -S . -B build
$ cmake --build build --parallel
$ cd build
$ ./tests/cxxjij_test
# Alternative: Use CTest for comprehensive testing
$ ctest --extra-verbose --parallel --schedule-random
Requirements: CMake ≥ 3.22, C++17 compatible compiler
Code Quality
# Install formatting tools with exact versions
$ uv sync --locked --group format
# Unified ruff-based quality checks
$ uv run ruff check . # Lint check
$ uv run ruff format . # Format code
$ uv run ruff check . --fix # Auto-fix issues
# All-in-one quality verification
$ uv run ruff check . && uv run ruff format --check .
For Contributors
Contributors are welcome! Please follow these guidelines:
- Set up development environment: Use
uv sync --locked --group devfor consistent setup - Follow code standards: Run quality checks before submitting
- Test thoroughly: Ensure both Python and C++ tests pass
- Document changes: Update relevant documentation
How to use
Python example
import openjij as oj
sampler = oj.SASampler()
response = sampler.sample_ising(h={0: -1}, J={(0,1): -1})
response.states
# [[1,1]]
# with indices
response = sampler.sample_ising(h={'a': -1}, J={('a','b'): 1})
[{index: s for index, s in zip(response.indices, state)} for state in response.states]
# [{'b': -1, 'a': 1}]
Community
About us
This product is maintained by Jij Inc.
Please visit our website for more information! https://www.j-ij.com/
Licences
Copyright 2023 Jij Inc.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
1 maintainer
Metadata
1 maintainer
Release files for openjij 0.12.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| openjij-0.12.2.tar.gz | 9.8 MB | Details |
Built distributions (wheels)
Total release size: 86.9 MB
Release files / openjij-0.12.2.tar.gz
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Transparency logRelease files / openjij-0.12.2-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
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Transparency logRelease files / openjij-0.12.2-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
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Transparency logRelease files / openjij-0.12.2-cp311-cp311-macosx_12_0_x86_64.whl
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Transparency logRelease files / openjij-0.12.2-cp310-cp310-win_amd64.whl
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Transparency logRelease files / openjij-0.12.2-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
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Transparency logRelease files / openjij-0.12.2-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
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Transparency logRelease files / openjij-0.12.2-cp310-cp310-macosx_12_0_x86_64.whl
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Transparency logRelease files / openjij-0.12.2-cp310-cp310-macosx_12_0_arm64.whl
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