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‎.coveragerc‎

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[run]
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branch = True
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data_file = var/coverage
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omit =
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tests/*
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[report]
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; Regexes for lines to exclude from consideration
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exclude_also =
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; Don't complain about missing debug-only code:
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def __repr__
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if self\.debug
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; Don't complain if tests don't hit defensive assertion code:
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raise AssertionError
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raise NotImplementedError
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; Don't complain if non-runnable code isn't run:
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if 0:
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if __name__ == .__main__.:
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; Don't complain about abstract methods, they aren't run:
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@(abc\.)?abstractmethod
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ignore_errors = True
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[html]
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directory = var/coverage_html_report

‎.github/5578703.png‎

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‎.github/workflows/tests.yaml‎

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name: Python data-flow Tests
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on: [ push ]
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jobs:
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tests:
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runs-on: ubuntu-latest
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strategy:
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matrix:
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python-version: [ "3.10", "3.11", "3.12" ]
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steps:
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- uses: actions/checkout@v4
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- name: Set up Python ${{ matrix.python-version }}
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uses: actions/setup-python@v5
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with:
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python-version: ${{ matrix.python-version }}
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- name: Display Python version
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run: python -c "import sys; print(sys.version)"
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- name: Install modules
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run: pip install -r requirements.txt && pip install -r requirements.dev.txt
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- name: Tests
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run: PYTHONPATH=. pytest --cov=data_flow --cov-report term
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- name: Lint
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run: pflake8 mysiar_data_flow/ tests/

‎.gitignore‎

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### Python template
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# Byte-compiled / optimized / DLL files
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__pycache__/
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*.py[cod]
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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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# 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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# 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.lock
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# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
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# in version control.
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# https://pdm.fming.dev/#use-with-ide
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.pdm.toml
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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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# SageMath parsed files
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*.sage.py
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# Environments
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.env
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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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# data_flow
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!mysiar_data_flow/lib
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tests/data/*.csv

‎Makefile‎

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venv::
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rm -rf venv
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python -m venv venv
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venv/bin/pip install -U pip
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pip::
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venv/bin/pip install -r requirements.txt
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venv/bin/pip install -r requirements.dev.txt
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tests::
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PYTHONPATH=. venv/bin/pytest --cov=mysiar_data_flow --cov-report html --cov-report term -rP tests/ -vvv
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lint::
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venv/bin/pflake8 mysiar_data_flow/ tests/
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build::
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rm -rf dist
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venv/bin/poetry build
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upload-test::
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$(MAKE) build
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venv/bin/python -m twine upload -u $${PYPI_USER} -p $${PYPI_PASS_TEST} --verbose --repository testpypi dist/*
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upload::
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$(MAKE) build
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. venv/bin/activate && python -m twine upload -u $${PYPI_USER} -p $${PYPI_PASS} --verbose dist/*

‎README.md‎

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# DataFlow
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![tests](https://github.com/mysiar-org/python-data-flow/actions/workflows/tests.yaml/badge.svg)
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[![Python 3.10](https://img.shields.io/badge/python-3.10-blue.svg)](https://www.python.org/downloads/release/python-3100/)
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[![Python 3.11](https://img.shields.io/badge/python-3.11-blue.svg)](https://www.python.org/downloads/release/python-3110/)
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[![Python 3.12](https://img.shields.io/badge/python-3.12-blue.svg)](https://www.python.org/downloads/release/python-3120/)
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library to manipulate data
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## Installation instructions
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```sh
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pip install mysiar-data-flow
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```
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## DataFlow.DataFrame
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work in progress
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### Usage
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For now check [mysiar_data_flow/data_flow.py](mysiar_data_flow/data_flow.py) file for interface
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![work in progress](.github/5578703.png)

‎mysiar_data_flow/__init__.py‎

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from .data_flow import DataFlow

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