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    "info": {
        "author": "Marcel Rieger",
        "author_email": "github.riga@icloud.com",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 4 - Beta",
            "Intended Audience :: Developers",
            "Intended Audience :: Information Technology",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: BSD License",
            "Operating System :: OS Independent",
            "Programming Language :: Python",
            "Programming Language :: Python :: 2",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.3",
            "Programming Language :: Python :: 3.4",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7",
            "Programming Language :: Python :: 3.8",
            "Programming Language :: Python :: 3.9",
            "Topic :: System :: Monitoring"
        ],
        "description": ".. figure:: https://raw.githubusercontent.com/riga/law/master/logo.png\n   :target: https://github.com/riga/law\n   :align: center\n   :alt: law logo\n\n.. image:: https://github.com/riga/law/workflows/Lint%20and%20test/badge.svg\n   :target: https://github.com/riga/law/actions?query=workflow%3A%22Lint+and+test%22\n   :alt: Build status\n\n.. image:: https://github.com/riga/law/workflows/Deploy%20images/badge.svg\n   :target: https://github.com/riga/law/actions?query=workflow%3A%22Deploy+images%22\n   :alt: Docker images\n\n.. image:: https://readthedocs.org/projects/law/badge/?version=latest\n   :target: http://law.readthedocs.io/en/latest\n   :alt: Documentation status\n\n.. image:: https://img.shields.io/pypi/v/law.svg?style=flat\n   :target: https://pypi.python.org/pypi/law\n   :alt: Package version\n\n.. image:: https://img.shields.io/github/license/riga/law.svg\n   :target: https://github.com/riga/law/blob/master/LICENSE\n   :alt: License\n\n.. image:: https://zenodo.org/badge/75482295.svg\n   :target: https://zenodo.org/badge/latestdoi/75482295\n   :alt: DOI\n\n\n**Note**: This project is currently under development.\nVersion 1.0.0 will be the first, fully documented beta release, targetted for mid 2022.\n\nUse law to build complex and large-scale task workflows.\nIt is build on top of `luigi <https://github.com/spotify/luigi>`__ and adds abstractions for **run locations**, **storage locations** and **software environments**.\nLaw strictly disentangles these building blocks and ensures they remain interchangeable and resource-opportunistic.\n\nKey features:\n\n- CLI with auto-completion and interactive status and dependency inspection.\n- Remote targets with automatic retries and local caching\n   - WebDAV, HTTP, Dropbox, SFTP, all WLCG protocols (srm, xrootd, rfio, dcap, gsiftp, ...)\n- Automatic submission to batch systems from within tasks\n   - HTCondor, LSF, gLite, ARC, Slurm\n- Environment sandboxing, configurable on task level\n   - Docker, Singularity, Sub-Shells, Python-venv\n\n\n.. marker-after-header\n\n\nFirst steps\n===========\n\nInstallation and Dependencies\n-----------------------------\n\nInstall via `pip <https://pypi.python.org/pypi/law>`__:\n\n.. code-block:: bash\n\n   pip install law\n\nThis command also installs `luigi <https://pypi.python.org/pypi/luigi>`__ and `six <https://pypi.python.org/pypi/six>`__.\n\nThe (default) remote target implementation also requires `gfal2 <http://dmc.web.cern.ch/projects/gfal-2/home>`__ and `gfal2-python <https://pypi.python.org/pypi/gfal2-python>`__ (optional, also via pip) to be installed.\n\n\nDocker Images\n-------------\n\nTo run and test law, there are three docker images available on the `DockerHub <https://cloud.docker.com/u/riga/repository/docker/riga/law>`__, corresponding to Python versions 2.7, and 3.7 to 3.10.\nThey are based on CentOS 7 and ship with the dependencies listed above, including gfal2.\n\n.. code-block:: bash\n\n   docker run -ti riga/law:latest\n\n\nTags:\n\n- ``py310``: Latest Python 3.10\n- ``py39``, ``py3``, ``latest``: Latest Python 3.9\n- ``py38``: Latest Python 3.8\n- ``py37``: Latest Python 3.7\n- ``py2``, ``py27``: Python 2.7\n- ``example``: Example runner, based on ``latest`` (see `below <#examples>`__)\n\n\n`Usage at CERN <https://github.com/riga/law/wiki/Usage-at-CERN>`__\n------------------------------------------------------------------\n\n\n`Overcomplete example config <https://github.com/riga/law/tree/master/law.cfg.example>`__\n-----------------------------------------------------------------------------------------\n\n\nExamples\n========\n\nAll examples can be run either in a Jupyter notebook or a dedicated docker container.\nFor the latter, do\n\n.. code-block:: bash\n\n   docker run -ti riga/law:example <example_name>\n\n- `loremipsum <https://github.com/riga/law/tree/master/examples/loremipsum>`__: The *hello world* example of law.\n- `workflows <https://github.com/riga/law/tree/master/examples/workflows>`__: Law workflows.\n- `dropbox_targets <https://github.com/riga/law/tree/master/examples/dropbox_targets>`__: Working with targets that are stored on Dropbox.\n- `wlcg_targets <https://github.com/riga/law/tree/master/examples/wlcg_targets>`__: Working with targets that are stored on WLCG storage elements (dCache, EOS, ...). TODO.\n- `htcondor_at_vispa <https://github.com/riga/law/tree/master/examples/htcondor_at_vispa>`__: HTCondor workflows at the `VISPA service <https://vispa.physik.rwth-aachen.de>`__.\n- `htcondor_at_cern <https://github.com/riga/law/tree/master/examples/htcondor_at_cern>`__: HTCondor workflows at the CERN batch infrastructure.\n- `htcondor_at_naf <https://github.com/riga/law/tree/master/examples/htcondor_at_naf>`__: HTCondor workflows at German `National Analysis Facility (NAF) <https://confluence.desy.de/display/IS/NAF+-+National+Analysis+Facility>`__.\n- `slurm_at_maxwell <https://github.com/riga/law/tree/master/examples/slurm_at_maxwell>`__: Slurm workflows at the `Desy Maxwell cluster <https://confluence.desy.de/display/MXW/Maxwell+Cluster>`__.\n- `grid_at_cern <https://github.com/riga/law_example_WLCG>`__: Workflows that run jobs and store data on the WLCG.\n- `lsf_at_cern <https://github.com/riga/law/tree/master/examples/lsf_at_cern>`__: LSF workflows at the CERN batch infrastructure.\n- `docker_sandboxes <https://github.com/riga/law/tree/master/examples/docker_sandboxes>`__: Environment sandboxing using Docker. TODO.\n- `singularity_sandboxes <https://github.com/riga/law/tree/master/examples/singularity_sandboxes>`__: Environment sandboxing using Singularity. TODO.\n- `subshell_sandboxes <https://github.com/riga/law/tree/master/examples/subshell_sandboxes>`__: Environment sandboxing using Subshells. TODO.\n- `parallel_optimization <https://github.com/riga/law/tree/master/examples/parallel_optimization>`__: Parallel optimization using `scikit optimize <https://scikit-optimize.github.io>`__.\n- `notifications <https://github.com/riga/law/tree/master/examples/notifications>`__: Demonstration of slack and telegram task status notifications..\n- `CMS Single Top Analysis <https://github.com/riga/law_example_CMSSingleTopAnalysis>`__: Simple physics analysis using law.\n\n\nAuto completion on the command-line\n===================================\n\nbash\n----\n\n.. code-block:: shell\n\n   source \"$( law completion )\"\n\n\nzsh\n---\n\nzsh is able to load and evaluate bash completion scripts via ``bashcompinit``.\nIn order for ``bashcompinit`` to work, you should run ``compinstall`` to enable completion scripts:\n\n.. code-block:: shell\n\n   autoload -Uz compinstall && compinstall\n\nAfter following the instructions, these lines should be present in your ~/.zshrc:\n\n.. code-block:: shell\n\n   # The following lines were added by compinstall\n   zstyle :compinstall filename '~/.zshrc'\n\n   autoload -Uz compinit\n   compinit\n   # End of lines added by compinstall\n\nIf this is the case, just source the law completion script (which internally enables ``bashcompinit``) and you're good to go:\n\n.. code-block:: shell\n\n   source \"$( law completion )\"\n\n\nDevelopment\n===========\n\n- Source hosted at `GitHub <https://github.com/riga/law>`__\n- Report issues, questions, feature requests on `GitHub Issues <https://github.com/riga/law/issues>`__\n\n\n.. marker-after-body",
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