{
    "info": {
        "author": "Stijn Van Hoey",
        "author_email": "stijn.vanhoey@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 2 - Pre-Alpha",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License",
            "Natural Language :: English",
            "Programming Language :: Python :: 2",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.4",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6"
        ],
        "description": "# pywhip\n\nThe pywhip package is a Python package to validate data against\n[whip specifications](https://github.com/inbo/whip), a human and \nmachine-readable syntax to express specifications for data.\n\n* Free software: MIT license\n* Documentation: https://inbo.github.io/pywhip\n\n[![Build Status](https://img.shields.io/pypi/v/pywhip.svg)](https://pypi.python.org/pypi/pywhip)\n\n[![Build Status](https://travis-ci.org/inbo/pywhip.svg?branch=master)](https://travis-ci.org/inbo/pywhip)\n\n[![Updates](https://pyup.io/repos/github/inbo/pywhip/shield.svg)](https://pyup.io/repos/github/inbo/pywhip/)\n\nCheck the [documentation pages](https://inbo.github.io/pywhip/installation.html) for more information.\n\n## Installation\n\nTo install pywhip, run this command in your terminal:\n\n```shell\npip install pywhip\n```\n\nFor more detailed installation instructions, see the \n[documentation pages](https://inbo.github.io/pywhip/installation.html).\n\n## Test pywhip in jupyter notebook\n\nLaunch a jupyter notebook to interactively try out the pywhip package:\n\n[![Binder](https://mybinder.org/badge.svg)](https://mybinder.org/v2/gh/inbo/pywhip/master?filepath=notebooks%2Fwhip_csv_data.ipynb)\n\n## Quickstart\n\nTo validate a CSV data file with the field headers `country`, `eventDate`\nand `individualCount`, write whip specifications, according to the\n[whip syntax](https://github.com/inbo/whip):\n\n```\nspecifications = \"\"\"\n    country:\n       allowed: [BE, NL]\n    eventDate:\n        dateformat: '%Y-%m-%d'\n        mindate: 2016-01-01\n        maxdate: 2018-12-31\n    individualCount:\n        numberformat: x  # needs to be an integer value\n        min: 1\n        max: 100\n    \"\"\"\n```\n\nTo whip your data set, e.g. ``my_data.csv``, pass the data to\nwhip specifications:\n\n\n```python\nfrom pywhip import whip_csv\n\nexample = whip_csv(\"my_data.csv\", specifications, delimiter=',')\n```\n\nand write the output report to an html file:\n\n```python\nwith open(\"report_example.html\", \"w\") as index_page:\n    index_page.write(example.get_report('html'))\n```\n\nResulting in a [report](https://inbo.github.io/pywhip/report_observations.html) like this. For a more\ndetailed introduction, see [the documentaton tutorial](https://inbo.github.io/pywhip/tutorial.html).\n\n## Credits\n\nThis package was created with [Cookiecutter](https://github.com/audreyr/cookiecutter) \nand the [audreyr/cookiecutter-pypackage](https://github.com/audreyr/cookiecutter-pypackage) \nproject template.\n\nValidation of data rows is using the [Cerberus](http://docs.python-cerberus.org/en/stable/) \npackage.\n\n\n=======\nHistory\n=======\n\n0.3.2 (2018-08-27)\n------------------\n* Hot fix on CLI tests\n\n0.3.1 (2018-08-27)\n------------------\n* Add CLI support to pywhip for CSV files\n\n0.3.0 (2018-08-23)\n------------------\n* Update to new whip specifications\n* Support csv and Darwin Core Archive handling\n* Add html and json reporting\n* Provide updated sphinx documentation\n\n0.2.1 (2018-04-06)\n------------------\n* Update towards new cerberus version\n\n0.1.1 (2017-09-12)\n------------------\n\n* First release on PyPI.\n* Package structure with CI integration\n* tox testing on multiple Python versions\n\n\n",
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        "license": "MIT license",
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