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        "author": "Yang Liu",
        "author_email": "yliu0@uw.edu",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 2 - Pre-Alpha",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: BSD License",
            "Natural Language :: English",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7"
        ],
        "description": "====\nboba\n====\n\nAuthor and execute multiverse analysis with ease.\n\nBoba is a simple domain specific language for specifying multiverse analysis.\nIt comes with a command line tool to parse your specification and generate\nuniverse scripts, allows you to execute all scripts with a single command, and\nwrangles outputs into a single table.\n\n- works with both python and R\n- handles simple parameter substitution as well as complex code flow dependency\n\n.. image:: https://badge.fury.io/py/boba.svg\n  :target: https://badge.fury.io/py/boba\n.. image:: https://travis-ci.org/uwdata/multiverse-spec.svg?branch=master\n  :target: https://travis-ci.org/uwdata/multiverse-spec\n.. image:: https://img.shields.io/badge/License-BSD%203--Clause-blue.svg\n  :target: https://opensource.org/licenses/BSD-3-Clause)\n.. image:: https://img.shields.io/pypi/pyversions/boba\n\nInstallation\n============\n\nYou might download and install the latest version of this software from the\nPython package index (PyPI)::\n\n  pip install --upgrade boba\n\nUsage\n=====\n\nTo author your multiverse, please refer to the specification rules_.\nHere is a `simple example`_ to get you started!\n\n\nTo parse your specification and generate actual scripts, invoke boba and pass\nin the path to your template script and your JSON spec::\n\n  boba --script template.py -- json spec.json\n\nFor more command line options, see `CLI`_.\n\n.. _rules: https://github.com/uwdata/multiverse-spec/blob/master/tutorial/rules.md\n.. _simple example: https://github.com/uwdata/multiverse-spec/blob/master/tutorial/simple.md\n.. _more complex example: https://github.com/uwdata/multiverse-spec/blob/master/tutorial/fertility.md\n\nCLI\n===\n\nYou might invoke the command line tool via::\n  boba [options]\n\nIt has a few simple options:\n\n``--script, -s``\n  **default: ./script_annotated.py** (optional)\n\n  The path to your template script.\n\n``--json, -j``\n  **default: ./spec.json** (optional)\n\n  The path to your JSON specification.\n\n``--out, -o``\n  **default: .** (optional)\n\n  The output directory to hold generated universe scripts, summary table, etc.\n\n``--lang, -l``\n  (optional)\n\n  Language of your analysis script; we support python and R at the moment.\n  If not specified, we will infer it from the file extension.\n\n``--help``\n  Show help message and exit.\n\nExamples\n========\n\n- A `simple example`_ to walk you through the basics\n- A `more complex example`_ using `Steegen's_ multiverse analysis`_ and `Durante's fertility dataset`_.\n- Another multiverse analysis_ applied to a `reading speed dataset`_ collected by Qisheng Li et al.\n\n.. _reading speed dataset: https://github.com/QishengLi/CHI2019_Reader_View\n.. _analysis: https://github.com/uwdata/multiverse-spec/tree/master/example/reading\n.. _Steegen's_ multiverse analysis: https://journals.sagepub.com/doi/pdf/10.1177/1745691616658637\n.. _Durante's fertility dataset: https://osf.io/zj68b/\n\n\n=======\nHistory\n=======\n\n0.1.2 (2019-09-19)\n==================\n\n* Fix bugs\n\n0.1.1 (2019-09-19)\n==================\n\n* Support R\n* Improve CLI options\n* Support a built-in variable {{_n}}, which represents the universe number\n* Support \"before_execute\" and \"after_execute\" hooks in the JSON spec\n* Update examples\n\n0.1.0 (2019-08-26)\n==================\n\n* First release on PyPI.\n\n\n",
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