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        "author": "Adam Cohen",
        "author_email": "adam@seatgeek.com",
        "bugtrack_url": null,
        "classifiers": [
            "Intended Audience :: Developers",
            "Programming Language :: Python",
            "Programming Language :: Python :: 2.6",
            "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"
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        "description": ".. image:: https://travis-ci.org/graingert/fuzzywuzzymit.svg?branch=master\n    :target: https://travis-ci.org/graingert/fuzzywuzzymit\n\nfuzzywuzzymit\n=============\n\nFuzzy string matching like a boss. It uses `Levenshtein Distance <https://en.wikipedia.org/wiki/Levenshtein_distance>`_ to calculate the differences between sequences in a simple-to-use package.\n\nRequirements\n============\n\n-  Python 2.4 or higher\n-  difflib\n\nFor testing\n~~~~~~~~~~~\n-  pycodestyle\n-  hypothesis\n-  pytest\n\nInstallation\n============\n\nUsing PIP via PyPI\n\n.. code:: bash\n\n    pip install fuzzywuzzymit\n\nUsing PIP via Github\n\n.. code:: bash\n\n    pip install git+git://github.com/graingert/fuzzywuzzymit.git@0.16.0#egg=fuzzywuzzymit\n\nAdding to your ``requirements.txt`` file (run ``pip install -r requirements.txt`` afterwards)\n\n.. code:: bash\n\n    git+ssh://git@github.com/graingert/fuzzywuzzymit.git@0.16.0#egg=fuzzywuzzymit\n\nManually via GIT\n\n.. code:: bash\n\n    git clone git://github.com/graingert/fuzzywuzzymit.git fuzzywuzzymit\n    cd fuzzywuzzymit\n    python setup.py install\n\n\nUsage\n=====\n\n.. code:: python\n\n    >>> from fuzzywuzzymit import fuzz\n    >>> from fuzzywuzzymit import process\n\nSimple Ratio\n~~~~~~~~~~~~\n\n.. code:: python\n\n    >>> fuzz.ratio(\"this is a test\", \"this is a test!\")\n        97\n\nPartial Ratio\n~~~~~~~~~~~~~\n\n.. code:: python\n\n    >>> fuzz.partial_ratio(\"this is a test\", \"this is a test!\")\n        100\n\nToken Sort Ratio\n~~~~~~~~~~~~~~~~\n\n.. code:: python\n\n    >>> fuzz.ratio(\"fuzzy wuzzy was a bear\", \"wuzzy fuzzy was a bear\")\n        91\n    >>> fuzz.token_sort_ratio(\"fuzzy wuzzy was a bear\", \"wuzzy fuzzy was a bear\")\n        100\n\nToken Set Ratio\n~~~~~~~~~~~~~~~\n\n.. code:: python\n\n    >>> fuzz.token_sort_ratio(\"fuzzy was a bear\", \"fuzzy fuzzy was a bear\")\n        84\n    >>> fuzz.token_set_ratio(\"fuzzy was a bear\", \"fuzzy fuzzy was a bear\")\n        100\n\nProcess\n~~~~~~~\n\n.. code:: python\n\n    >>> choices = [\"Atlanta Falcons\", \"New York Jets\", \"New York Giants\", \"Dallas Cowboys\"]\n    >>> process.extract(\"new york jets\", choices, limit=2)\n        [('New York Jets', 100), ('New York Giants', 78)]\n    >>> process.extractOne(\"cowboys\", choices)\n        (\"Dallas Cowboys\", 90)\n\nYou can also pass additional parameters to ``extractOne`` method to make it use a specific scorer. A typical use case is to match file paths:\n\n.. code:: python\n\n    >>> process.extractOne(\"System of a down - Hypnotize - Heroin\", songs)\n        ('/music/library/good/System of a Down/2005 - Hypnotize/01 - Attack.mp3', 86)\n    >>> process.extractOne(\"System of a down - Hypnotize - Heroin\", songs, scorer=fuzz.token_sort_ratio)\n        (\"/music/library/good/System of a Down/2005 - Hypnotize/10 - She's Like Heroin.mp3\", 61)\n\n.. |Build Status| image:: https://api.travis-ci.org/graingert/fuzzywuzzymit.png?branch=master\n   :target: https:travis-ci.org/graingert/fuzzywuzzymit\n\nKnown Ports\n============\n\nfuzzywuzzymit is being ported to other languages too! Here are a few ports we know about:\n\n-  Java: `xpresso's fuzzywuzzymit implementation <https://github.com/WantedTechnologies/xpresso/wiki/Approximate-string-comparison-and-pattern-matching-in-Java>`_\n-  Java: `fuzzywuzzymit (java port) <https://github.com/xdrop/fuzzywuzzymit>`_\n-  Rust: `fuzzyrusty (Rust port) <https://github.com/logannc/fuzzyrusty>`_\n-  JavaScript: `fuzzball.js (JavaScript port) <https://github.com/nol13/fuzzball.js>`_\n-  C++: `Tmplt/fuzzywuzzymit <https://github.com/Tmplt/fuzzywuzzymit>`_\n\n\n",
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