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Initial PyTorch solver setup and skeleton
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‎.github/workflows/ci.yaml‎

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name: CI (dualip-pytorch)
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on:
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push:
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branches: [dualip-pytorch]
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paths:
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- "src/**"
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- "test/**"
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- "examples/**"
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- "pyproject.toml"
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- ".pre-commit-config.yaml"
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- "Makefile"
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pull_request:
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branches: [dualip-pytorch]
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paths:
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- "src/**"
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- "test/**"
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- "examples/**"
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- "pyproject.toml"
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- ".pre-commit-config.yaml"
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- "Makefile"
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# no schedule; manual trigger optional:
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# workflow_dispatch:
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concurrency:
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group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
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cancel-in-progress: true
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permissions:
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contents: read
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jobs:
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checkstyle:
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v4
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- uses: actions/setup-python@v5
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with:
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python-version: "3.10"
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cache: "pip"
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- run: python -m pip install --upgrade pip
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- run: pip install -e ".[dev]"
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- run: make checkstyle
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tests:
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runs-on: ubuntu-latest
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needs: [checkstyle]
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steps:
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- uses: actions/checkout@v4
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- uses: actions/setup-python@v5
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with:
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python-version: "3.10"
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cache: "pip"
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- run: python -m pip install --upgrade pip
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- run: pip install -e ".[dev]"
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- run: make test

‎.gitignore‎

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# Byte-compiled / optimized / DLL files
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__pycache__/
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*.py[codz]
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*$py.class
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# C extensions
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*.so
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# Distribution / packaging
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.Python
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build/
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develop-eggs/
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dist/
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downloads/
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eggs/
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.eggs/
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lib/
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lib64/
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parts/
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sdist/
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var/
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wheels/
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share/python-wheels/
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*.egg-info/
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.installed.cfg
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*.egg
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MANIFEST
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# PyInstaller
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# Usually these files are written by a python script from a template
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# before PyInstaller builds the exe, so as to inject date/other infos into it.
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*.manifest
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*.spec
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# Installer logs
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pip-log.txt
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pip-delete-this-directory.txt
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# Unit test / coverage reports
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htmlcov/
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.tox/
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.nox/
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.coverage
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.coverage.*
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.cache
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nosetests.xml
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coverage.xml
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*.cover
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*.py.cover
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.hypothesis/
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.pytest_cache/
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cover/
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# Translations
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*.mo
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*.pot
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# Django stuff:
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*.log
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local_settings.py
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db.sqlite3
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db.sqlite3-journal
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# Flask stuff:
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instance/
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.webassets-cache
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# Scrapy stuff:
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.scrapy
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# Sphinx documentation
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docs/_build/
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# PyBuilder
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.pybuilder/
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target/
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# Jupyter Notebook
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.ipynb_checkpoints
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# IPython
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profile_default/
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ipython_config.py
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# pyenv
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# For a library or package, you might want to ignore these files since the code is
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# intended to run in multiple environments; otherwise, check them in:
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# .python-version
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# pipenv
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# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
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# However, in case of collaboration, if having platform-specific dependencies or dependencies
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# having no cross-platform support, pipenv may install dependencies that don't work, or not
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# install all needed dependencies.
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#Pipfile.lock
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# UV
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# Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control.
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# This is especially recommended for binary packages to ensure reproducibility, and is more
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# commonly ignored for libraries.
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#uv.lock
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# poetry
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# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
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# This is especially recommended for binary packages to ensure reproducibility, and is more
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# commonly ignored for libraries.
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# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
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#poetry.lock
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#poetry.toml
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# pdm
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# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
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# pdm recommends including project-wide configuration in pdm.toml, but excluding .pdm-python.
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# https://pdm-project.org/en/latest/usage/project/#working-with-version-control
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#pdm.lock
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#pdm.toml
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.pdm-python
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.pdm-build/
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# pixi
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# Similar to Pipfile.lock, it is generally recommended to include pixi.lock in version control.
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#pixi.lock
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# Pixi creates a virtual environment in the .pixi directory, just like venv module creates one
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# in the .venv directory. It is recommended not to include this directory in version control.
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.pixi
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# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
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__pypackages__/
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# Celery stuff
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celerybeat-schedule
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celerybeat.pid
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# Redis
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*.rdb
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*.aof
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*.pid
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# RabbitMQ
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mnesia/
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rabbitmq/
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rabbitmq-data/
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# ActiveMQ
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activemq-data/
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# SageMath parsed files
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*.sage.py
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# Environments
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.env
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.envrc
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.venv
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env/
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venv/
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ENV/
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env.bak/
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venv.bak/
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# Spyder project settings
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.spyderproject
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.spyproject
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# Rope project settings
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.ropeproject
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# mkdocs documentation
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/site
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# mypy
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.mypy_cache/
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.dmypy.json
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dmypy.json
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# Pyre type checker
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.pyre/
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# pytype static type analyzer
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.pytype/
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# Cython debug symbols
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cython_debug/
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# PyCharm
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# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
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# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
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# and can be added to the global gitignore or merged into this file. For a more nuclear
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# option (not recommended) you can uncomment the following to ignore the entire idea folder.
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#.idea/
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# Abstra
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# Abstra is an AI-powered process automation framework.
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# Ignore directories containing user credentials, local state, and settings.
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# Learn more at https://abstra.io/docs
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.abstra/
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# Visual Studio Code
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# Visual Studio Code specific template is maintained in a separate VisualStudioCode.gitignore
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# that can be found at https://github.com/github/gitignore/blob/main/Global/VisualStudioCode.gitignore
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# and can be added to the global gitignore or merged into this file. However, if you prefer,
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# you could uncomment the following to ignore the entire vscode folder
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# .vscode/
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# Ruff stuff:
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.ruff_cache/
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# PyPI configuration file
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.pypirc
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# Marimo
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marimo/_static/
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marimo/_lsp/
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__marimo__/
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# Streamlit
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.streamlit/secrets.toml

‎.pre-commit-config.yaml‎

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repos:
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- repo: local
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hooks:
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- id: isort
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name: isort (pyproject)
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entry: isort
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language: python
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language_version: python3
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types: [python]
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additional_dependencies:
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- isort==5.13.2
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- id: black
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name: black (pyproject)
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entry: black
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language: python
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language_version: python3
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types: [python]
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additional_dependencies:
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- black==24.8.0
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args: ["--config", "pyproject.toml"]
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- id: flake8
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name: flake8 (reads pyproject.toml)
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entry: flake8
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language: python
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language_version: python3
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types: [python]
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additional_dependencies:
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- flake8==7.0.0
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- flake8-pyproject==1.2.3
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‎LICENSE‎

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BSD 2-CLAUSE LICENSE
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Copyright 2024 LinkedIn Corporation
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All Rights Reserved.
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Redistribution and use in source and binary forms, with or
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without modification, are permitted provided that the following
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conditions are met:
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1. Redistributions of source code must retain the above copyright
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notice, this list of conditions and the following disclaimer.
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2. Redistributions in binary form must reproduce the above
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copyright notice, this list of conditions and the following
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disclaimer in the documentation and/or other materials provided
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with the distribution.
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THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
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"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
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LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
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A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
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HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
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SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
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LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
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DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
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THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
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(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
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OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

‎Makefile‎

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.PHONY: all install precommit test checkstyle lint format clean
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all: checkstyle test
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install:
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python3 -m pip install -e .[dev]
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pre-commit install
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# Run tests (pytest picks config from [tool.pytest.ini_options] in pyproject.toml)
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test:
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pytest
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# Run all pre-commit hooks across the repo
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checkstyle:
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pre-commit run --all-files -v
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# Convenience: run just lint or just format via pre-commit
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lint:
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pre-commit run flake8 --all-files -v
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format:
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pre-commit run isort --all-files -v
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pre-commit run black --all-files -v
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clean:
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find . -name '__pycache__' -type d -prune -exec rm -rf {} +
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python3 -c "import shutil; shutil.rmtree('.pytest_cache', ignore_errors=True)"

‎NOTICE‎

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Copyright 2025 LinkedIn Corporation
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All Rights Reserved.
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Licensed under the BSD 2-Clause License (the "License"). See License in the project root for license information.
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This product includes software developed by LinkedIn Corporation.

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