{
    "info": {
        "author": "Tal Einat",
        "author_email": "taleinat@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 3 - Alpha",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License",
            "Natural Language :: English",
            "Operating System :: MacOS :: MacOS X",
            "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",
            "Programming Language :: Python :: 3.7",
            "Programming Language :: Python :: Implementation :: CPython",
            "Topic :: Software Development :: Libraries :: Python Modules"
        ],
        "description": "===========\nfuzzysearch\n===========\n\n.. image:: https://img.shields.io/pypi/v/fuzzysearch.svg?style=flat\n    :target: https://pypi.python.org/pypi/fuzzysearch\n    :alt: Latest Version\n\n.. image:: https://img.shields.io/travis/taleinat/fuzzysearch.svg?branch=master\n    :target: https://travis-ci.org/taleinat/fuzzysearch/branches\n    :alt: Build & Tests Status\n\n.. image:: https://img.shields.io/coveralls/taleinat/fuzzysearch.svg?branch=master\n    :target: https://coveralls.io/r/taleinat/fuzzysearch?branch=master\n    :alt: Test Coverage\n\n.. image:: https://img.shields.io/pypi/dm/fuzzysearch.svg?style=flat\n    :target: https://pypi.python.org/pypi/fuzzysearch\n    :alt: Downloads\n\n.. image:: https://img.shields.io/pypi/wheel/fuzzysearch.svg?style=flat\n    :target: https://pypi.python.org/pypi/fuzzysearch\n    :alt: Wheels\n\n.. image:: https://img.shields.io/pypi/pyversions/fuzzysearch.svg?style=flat\n    :target: https://pypi.python.org/pypi/fuzzysearch\n    :alt: Supported Python versions\n\n.. image:: https://img.shields.io/pypi/implementation/fuzzysearch.svg?style=flat\n    :target: https://pypi.python.org/pypi/fuzzysearch\n    :alt: Supported Python implementations\n\n.. image:: https://img.shields.io/pypi/l/fuzzysearch.svg?style=flat\n    :target: https://pypi.python.org/pypi/fuzzysearch/\n    :alt: License\n\n**Easy fuzzy search that just works, fast!**\n\n.. code:: python\n\n    >>> find_near_matches('PATTERN', '---PATERN---', max_l_dist=1)\n    [Match(start=3, end=9, dist=1)]\n\n* Approximate sub-string searches\n\n* A single, simple function to use\n\n  * Chooses the fastest available search mechanism based on the given input\n\n* Uses the Levenshtein Distance metric with configurable parameters\n\n  * Separately configure the max. allowed distance, substitutions, deletions\n    and insertions\n\n* Advanced algorithms with optional C and Cython optimizations\n\n* Extensively tested\n\n* Free software: `MIT license <LICENSE>`_\n\nFor more info, see the `documentation <http://fuzzysearch.rtfd.org>`_.\n\nInstallation\n------------\n\n.. code::\n\n    $ pip install fuzzysearch\n\nThis will work even if installing the C and Cython extensions fails, using\npure-Python fallbacks.\n\nUsage\n-----\nJust call ``find_near_matches()`` with the sub-sequence you're looking for,\nthe sequence to search, and the matching parameters:\n\n.. code:: python\n\n    >>> from fuzzysearch import find_near_matches\n    # search for 'PATTERN' with a maximum Levenshtein Distance of 1\n    >>> find_near_matches('PATTERN', '---PATERN---', max_l_dist=1)\n    [Match(start=3, end=9, dist=1)]\n\n.. code:: python\n\n    >>> sequence = '''\\\n    GACTAGCACTGTAGGGATAACAATTTCACACAGGTGGACAATTACATTGAAAATCACAGATTGGTCACACACACA\n    TTGGACATACATAGAAACACACACACATACATTAGATACGAACATAGAAACACACATTAGACGCGTACATAGACA\n    CAAACACATTGACAGGCAGTTCAGATGATGACGCCCGACTGATACTCGCGTAGTCGTGGGAGGCAAGGCACACAG\n    GGGATAGG'''\n    >>> subsequence = 'TGCACTGTAGGGATAACAAT' # distance = 1\n    >>> find_near_matches(subsequence, sequence, max_l_dist=2)\n    [Match(start=3, end=24, dist=1)]\n\nMatching Criteria\n-----------------\nThe search function supports four possible match criteria, which may be\nsupplied in any combination:\n\n* maximum Levenshtein distance (*max_l_dist*)\n\n* maximum # of subsitutions\n\n* maximum # of deletions (\"delete\" = skip a character in the sub-sequence)\n\n* maximum # of insertions (\"insert\" = skip a character in the sequence)\n\nNot supplying a criterion means that there is no limit for it. For this reason,\none must always supply *max_l_dist* and/or all other criteria.\n\n.. code:: python\n\n    >>> find_near_matches('PATTERN', '---PATERN---', max_l_dist=1)\n    [Match(start=3, end=9, dist=1)]\n    \n    # this will not match since max-deletions is set to zero\n    >>> find_near_matches('PATTERN', '---PATERN---', max_l_dist=1, max_deletions=0)\n    []\n    \n    # note that a deletion + insertion may be combined to match a substution\n    >>> find_near_matches('PATTERN', '---PAT-ERN---', max_deletions=1, max_insertions=1, max_substitutions=0)\n    [Match(start=3, end=10, dist=1)] # the Levenshtein distance is still 1\n\n    # ... but deletion + insertion may also match other, non-substitution differences\n    >>> find_near_matches('PATTERN', '---PATERRN---', max_deletions=1, max_insertions=1, max_substitutions=0)\n    [Match(start=3, end=10, dist=2)]\n\n\n\n\nHistory\n-------\n\n0.6.1 (2018-12-08)\n++++++++++++++++++\n\n* Fixed some C compiler warnings for the C and Cython modules\n\n0.6.0 (2018-12-07)\n++++++++++++++++++\n\n* Dropped support for Python versions 2.6, 3.2 and 3.3\n* Added support and testing for Python 3.7\n* Optimized the n-grams Levenshtein search for long sub-sequences\n* Further optimized the n-grams Levenshtein search\n* Cython versions of the optimized parts of the n-grams Levenshtein search\n\n0.5.0 (2017-09-05)\n++++++++++++++++++\n\n* Fixed ``search_exact_byteslike()`` to support supplying start and end indexes\n* Added support for lists, tuples and other Sequence types to ``search_exact()``\n* Fixed a bug where ``find_near_matches()`` could return a wrong ``Match.end``\n  with ``max_l_dist=0``\n* Added more tests and improved some existing ones.\n\n0.4.0 (2017-07-06)\n++++++++++++++++++\n\n* Added support and testing for Python 3.5 and 3.6\n* Many small improvements to README, setup.py and CI testing\n\n0.3.0 (2015-02-12)\n++++++++++++++++++\n\n* Added C extensions for several search functions as well as internal functions\n* Use C extensions if available, or pure-Python implementations otherwise\n* setup.py attempts to build C extensions, but installs without if build fails\n* Added ``--noexts`` setup.py option to avoid trying to build the C extensions\n* Greatly improved testing and coverage\n\n0.2.2 (2014-03-27)\n++++++++++++++++++\n\n* Added support for searching through BioPython Seq objects\n* Added specialized search function allowing only subsitutions and insertions\n* Fixed several bugs\n\n0.2.1 (2014-03-14)\n++++++++++++++++++\n\n* Fixed major match grouping bug\n\n0.2.0 (2013-03-13)\n++++++++++++++++++\n\n* New utility function ``find_near_matches()`` for easier use\n* Additional documentation\n\n0.1.0 (2013-11-12)\n++++++++++++++++++\n\n* Two working implementations\n* Extensive test suite; all tests passing\n* Full support for Python 2.6-2.7 and 3.1-3.3\n* Bumped status from Pre-Alpha to Alpha\n\n0.0.1 (2013-11-01)\n++++++++++++++++++\n\n* First release on PyPI.",
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