{
    "info": {
        "author": "Tsuyoshi Hombashi",
        "author_email": "tsuyoshi.hombashi@gmail.com",
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        "classifiers": [
            "Development Status :: 4 - Beta",
            "Intended Audience :: Developers",
            "Intended Audience :: Information Technology",
            "License :: OSI Approved :: MIT License",
            "Operating System :: OS Independent",
            "Programming Language :: Python :: 2",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7",
            "Programming Language :: Python :: 3.8",
            "Topic :: Database",
            "Topic :: Software Development :: Libraries",
            "Topic :: Software Development :: Libraries :: Python Modules",
            "Topic :: Text Processing"
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        "description": ".. contents:: **pytablereader**\n   :backlinks: top\n   :depth: 2\n\nSummary\n=========\n`pytablereader <https://github.com/thombashi/pytablereader>`__ is a Python library to load structured table data from files/strings/URL with various data format: CSV / Excel / Google-Sheets / HTML / JSON / LDJSON / LTSV / Markdown / SQLite / TSV.\n\n.. image:: https://badge.fury.io/py/pytablereader.svg\n    :target: https://badge.fury.io/py/pytablereader\n    :alt: PyPI package version\n\n.. image:: https://img.shields.io/pypi/pyversions/pytablereader.svg\n    :target: https://pypi.org/project/pytablereader\n    :alt: Supported Python versions\n\n.. image:: https://img.shields.io/travis/thombashi/pytablereader/master.svg?label=Linux/macOS%20CI\n    :target: https://travis-ci.org/thombashi/pytablereader\n    :alt: Linux/macOS CI status\n\n.. image:: https://img.shields.io/appveyor/ci/thombashi/pytablereader/master.svg?label=Windows%20CI\n    :target: https://ci.appveyor.com/project/thombashi/pytablereader/branch/master\n    :alt: Windows CI status\n\n.. image:: https://coveralls.io/repos/github/thombashi/pytablereader/badge.svg?branch=master\n    :target: https://coveralls.io/github/thombashi/pytablereader?branch=master\n    :alt: Test coverage\n\n.. image:: https://img.shields.io/github/stars/thombashi/pytablereader.svg?style=social&label=Star\n    :target: https://github.com/thombashi/pytablereader\n    :alt: GitHub stars\n\nFeatures\n--------\n- Extract structured tabular data from various data format:\n    - CSV / Tab separated values (TSV) / Space separated values (SSV)\n    - Microsoft Excel :superscript:`TM` file\n    - `Google Sheets <https://www.google.com/intl/en_us/sheets/about/>`_\n    - HTML\n    - JSON\n    - `Labeled Tab-separated Values (LTSV) <http://ltsv.org/>`__\n    - `Line-delimited JSON(LDJSON) <https://en.wikipedia.org/wiki/JSON_streaming#Line-delimited_JSON>`__ / NDJSON / JSON Lines\n    - Markdown\n    - MediaWiki\n    - SQLite database file\n- Supported data sources are:\n    - Files on a local file system\n    - Accessible URLs\n    - ``str`` instances\n- Loaded table data can be used as:\n    - `pandas.DataFrame <https://pandas.pydata.org/pandas-docs/stable/generated/pandas.DataFrame.html>`__ instance\n    - ``dict`` instance\n\nExamples\n==========\nLoad a CSV table\n------------------\n:Sample Code:\n    .. code-block:: python\n\n        import pytablereader as ptr\n        import pytablewriter as ptw\n\n\n        # prepare data ---\n        file_path = \"sample_data.csv\"\n        csv_text = \"\\n\".join([\n            '\"attr_a\",\"attr_b\",\"attr_c\"',\n            '1,4,\"a\"',\n            '2,2.1,\"bb\"',\n            '3,120.9,\"ccc\"',\n        ])\n\n        with open(file_path, \"w\") as f:\n            f.write(csv_text)\n\n        # load from a csv file ---\n        loader = ptr.CsvTableFileLoader(file_path)\n        for table_data in loader.load():\n            print(\"\\n\".join([\n                \"load from file\",\n                \"==============\",\n                \"{:s}\".format(ptw.dumps_tabledata(table_data)),\n            ]))\n\n        # load from a csv text ---\n        loader = ptr.CsvTableTextLoader(csv_text)\n        for table_data in loader.load():\n            print(\"\\n\".join([\n                \"load from text\",\n                \"==============\",\n                \"{:s}\".format(ptw.dumps_tabledata(table_data)),\n            ]))\n\n\n:Output:\n    .. code-block::\n\n        load from file\n        ==============\n        .. table:: sample_data\n\n            ======  ======  ======\n            attr_a  attr_b  attr_c\n            ======  ======  ======\n                 1     4.0  a\n                 2     2.1  bb\n                 3   120.9  ccc\n            ======  ======  ======\n\n        load from text\n        ==============\n        .. table:: csv2\n\n            ======  ======  ======\n            attr_a  attr_b  attr_c\n            ======  ======  ======\n                 1     4.0  a\n                 2     2.1  bb\n                 3   120.9  ccc\n            ======  ======  ======\n\nGet loaded table data as pandas.DataFrame instance\n----------------------------------------------------\n\n:Sample Code:\n    .. code-block:: python\n\n        import pytablereader as ptr\n\n        loader = ptr.CsvTableTextLoader(\n            \"\\n\".join([\n                \"a,b\",\n                \"1,2\",\n                \"3.3,4.4\",\n            ]))\n        for table_data in loader.load():\n            print(table_data.as_dataframe())\n\n:Output:\n    .. code-block::\n\n             a    b\n        0    1    2\n        1  3.3  4.4\n\nFor more information\n----------------------\nMore examples are available at \nhttps://pytablereader.rtfd.io/en/latest/pages/examples/index.html\n\nInstallation\n============\n\nInstall from PyPI\n------------------------------\n::\n\n    pip install pytablereader\n\nSome of the formats require additional dependency packages, you can install the dependency packages as follows:\n\n- Excel\n    - ``pip install pytablereader[excel]``\n- Google Sheets\n    - ``pip install pytablereader[gs]``\n- Markdown\n    - ``pip install pytablereader[md]``\n- Mediawiki\n    - ``pip install pytablereader[mediawiki]``\n- SQLite\n    - ``pip install pytablereader[sqlite]``\n- Load from URLs\n    - ``pip install pytablereader[url]``\n- All of the extra dependencies\n    - ``pip install pytablereader[all]``\n\nInstall from PPA (for Ubuntu)\n------------------------------\n::\n\n    sudo add-apt-repository ppa:thombashi/ppa\n    sudo apt update\n    sudo apt install python3-pytablereader\n\n\nDependencies\n============\nPython 2.7+ or 3.5+\n\nMandatory Python packages\n----------------------------------\n- `beautifulsoup4 <https://www.crummy.com/software/BeautifulSoup/>`__\n- `DataProperty <https://github.com/thombashi/DataProperty>`__ (Used to extract data types)\n- `jsonschema <https://github.com/Julian/jsonschema>`__\n- `mbstrdecoder <https://github.com/thombashi/mbstrdecoder>`__\n- `pathvalidate <https://github.com/thombashi/pathvalidate>`__\n- `path.py <https://github.com/jaraco/path.py>`__\n- `six <https://pypi.org/project/six/>`__\n- `tabledata <https://github.com/thombashi/tabledata>`__\n- `typepy <https://github.com/thombashi/typepy>`__\n\nOptional Python packages\n------------------------------------------------\n- `logbook <https://logbook.readthedocs.io/en/stable/>`__\n    - Logging using logbook if the package installed\n- Excel\n    - `xlrd <https://github.com/python-excel/xlrd>`__\n- Markdown\n    - `markdown2 <https://github.com/trentm/python-markdown2>`__\n- MediaWiki\n    - `pypandoc <https://github.com/bebraw/pypandoc>`__\n- SQLite\n    - `SimpleSQLite <https://github.com/thombashi/SimpleSQLite>`__\n- URL\n    - `requests <http://python-requests.org/>`__\n    - `retryrequests <https://github.com/thombashi/retryrequests>`__\n- `pandas <https://pandas.pydata.org/>`__\n    - required to get table data as a pandas data frame\n- `simplejson <https://github.com/simplejson/simplejson>`__\n- `lxml <https://lxml.de/installation.html>`__\n\nOptional packages (other than Python packages)\n------------------------------------------------\n- ``libxml2`` (faster HTML conversion)\n- `pandoc <https://pandoc.org/>`__ (required when loading MediaWiki file)\n\nTest dependencies\n-----------------\n- `pytablewriter <https://github.com/thombashi/pytablewriter>`__\n- `pytest <https://docs.pytest.org/en/latest/>`__\n- `pytest-runner <https://github.com/pytest-dev/pytest-runner>`__\n- `responses <https://github.com/getsentry/responses>`__\n- `tox <https://testrun.org/tox/latest/>`__\n\nDocumentation\n===============\nhttps://pytablereader.rtfd.io/\n\nRelated Project\n=================\n- `pytablewriter <https://github.com/thombashi/pytablewriter>`__\n    - Tabular data loaded by ``pytablereader`` can be written another tabular data format with ``pytablewriter``.\n\n\n\n",
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