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        "author": "Mikhail Korobov",
        "author_email": "kmike84@gmail.com",
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        "classifiers": [
            "Development Status :: 4 - Beta",
            "Intended Audience :: Developers",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: MIT License",
            "Programming Language :: Cython",
            "Programming Language :: Python",
            "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 :: Implementation :: CPython",
            "Topic :: Scientific/Engineering :: Information Analysis",
            "Topic :: Software Development :: Libraries :: Python Modules",
            "Topic :: Text Processing :: Linguistic"
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        "description": "marisa-trie |pyversions| |travis| |appveyor|\n============================================\n\n.. |pyversions| image:: https://img.shields.io/pypi/pyversions/marisa-trie.svg\n   :target: https://pypi.python.org/pypi/marisa-trie\n\n.. |travis| image:: https://travis-ci.org/pytries/marisa-trie.svg\n   :target: https://travis-ci.org/pytries/marisa-trie\n\n.. |appveyor| image:: https://ci.appveyor.com/api/projects/status/p887ad4jbdg6u7yo?svg=true\n   :target: https://ci.appveyor.com/project/superbobry/marisa-trie-75wx1\n\nStatic memory-efficient Trie-like structures for Python (2.7 and 3.4+)\nbased on `marisa-trie`_ C++ library.\n\nString data in a MARISA-trie may take up to 50x-100x less memory than\nin a standard Python dict; the raw lookup speed is comparable; trie also\nprovides fast advanced methods like prefix search.\n\n.. note::\n\n    There are official SWIG-based Python bindings included\n    in C++ library distribution; this package provides alternative\n    Cython-based pip-installable Python bindings.\n\n.. _marisa-trie: https://github.com/s-yata/marisa-trie\n\nInstallation\n============\n\n::\n\n    pip install marisa-trie\n\nUsage\n=====\n\nSee :ref:`Tutorial <tutorial>` and :ref:`API <api>` for details.\n\nCurrent limitations\n===================\n\n* The library is not tested with mingw32 compiler;\n* ``.prefixes()`` method of ``BytesTrie`` and ``RecordTrie`` is quite slow\n  and doesn't have iterator counterpart;\n* ``read()`` and ``write()`` methods don't work with file-like objects\n  (they work only with real files; pickling works fine for file-like objects);\n* there are ``keys()`` and ``items()`` methods but no ``values()`` method.\n\nLicense\n=======\n\nWrapper code is licensed under MIT License.\n\nBundled `marisa-trie`_ C++ library is dual-licensed under\nLGPL and BSD 2-clause license.\n\nCHANGES\n=======\n\n0.7.5 (2018-04-10)\n------------------\n\n* Removed redundant ``DeprecationWarning`` messages in ``Trie.save`` and\n  ``Trie.load``.\n* Dropped support for Python 2.6.\n* Rebuild Cython wrapper with Cython 0.28.1.\n\n0.7.4 (2017-03-27)\n------------------\n\n* Fixed packaging issue, ``MANIFEST.in`` was not updated after ``libmarisa-trie``\n  became a submodule.\n\n\n0.7.3 (2017-02-14)\n------------------\n\n* Added ``BinaryTrie`` for storing arbitrary sequences of bytes, e.g. IP\n  addresses (thanks Tomasz Melcer);\n* Deprecated ``Trie.has_keys_with_prefix`` which can be trivially implemented in\n  terms of ``Trie.iterkeys``;\n* Deprecated ``Trie.read`` and ``Trie.write`` which onlywork for \"real\" files\n  and duplicate the functionality of ``load`` and ``save``. See issue #31 on\n  GitHub;\n* Updated ``libmarisa-trie`` to the latest version. Yay, 64-bit Windows support.\n* Rebuilt Cython wrapper with Cython 0.25.2.\n\n0.7.2 (2015-04-21)\n------------------\n\n* packaging issue is fixed.\n\n0.7.1 (2015-04-21)\n------------------\n\n* setup.py is switched to setuptools;\n* a tiny speedup;\n* wrapper is rebuilt with Cython 0.22.\n\n0.7 (2014-12-15)\n----------------\n\n* ``trie1 == trie2`` and ``trie1 != trie2`` now work (thanks Sergei Lebedev);\n* ``for key in trie:`` is fixed (thanks Sergei Lebedev);\n* wrapper is rebuilt with Cython 0.21.1 (thanks Sergei Lebedev);\n* https://bitbucket.org/kmike/marisa-trie repo is no longer supported.\n\n0.6 (2014-02-22)\n----------------\n\n* New ``Trie`` methods: ``__getitem__``, ``get``, ``items``, ``iteritems``.\n  ``trie[u'key']`` is now the same as ``trie.key_id(u'key')``.\n* small optimization for ``BytesTrie.get``.\n* wrapper is rebuilt with Cython 0.20.1.\n\n0.5.3 (2014-02-08)\n------------------\n\n* small ``Trie.restore_key`` optimization (it should work 5-15% faster)\n\n0.5.2 (2014-02-08)\n------------------\n\n* fix ``Trie.restore_key`` method - it was reading past declared string length;\n* rebuild wrapper with Cython 0.20.\n\n0.5.1 (2013-10-03)\n------------------\n\n* ``has_keys_with_prefix(prefix)`` method (thanks\n  `Matt Hickford <https://github.com/matt-hickford>`_)\n\n0.5 (2013-05-07)\n----------------\n\n* ``BytesTrie.iterkeys``, ``BytesTrie.iteritems``,\n  ``RecordTrie.iterkeys`` and ``RecordTrie.iteritems`` methods;\n* wrapper is rebuilt with Cython 0.19;\n* ``value_separator`` parameter for ``BytesTrie`` and ``RecordTrie``.\n\n0.4 (2013-02-28)\n----------------\n\n* improved trie building: ``weights`` optional parameter;\n* improved trie building: unnecessary input sorting is removed;\n* wrapper is rebuilt with Cython 0.18;\n* bundled marisa-trie C++ library is updated to svn r133.\n\n0.3.8 (2013-01-03)\n------------------\n\n* Rebuild wrapper with Cython pre-0.18;\n* update benchmarks.\n\n0.3.7 (2012-09-21)\n------------------\n\n* Update bundled marisa-trie C++ library (this may fix more mingw issues);\n* Python 3.3 support is back.\n\n0.3.6 (2012-09-05)\n------------------\n\n* much faster (3x-7x) ``.items()`` and ``.keys()`` methods for all tries;\n  faster (up to 3x) ``.prefixes()`` method for ``Trie``.\n\n0.3.5 (2012-08-30)\n------------------\n\n* Pickling of RecordTrie is fixed (thanks lazarou for the report);\n* error messages should become more useful.\n\n0.3.4 (2012-08-29)\n------------------\n\n* Issues with mingw32 should be resolved (thanks Susumu Yata).\n\n0.3.3 (2012-08-27)\n------------------\n\n* ``.get(key, default=None)`` method for ``BytesTrie`` and ``RecordTrie``;\n* small README improvements.\n\n0.3.2 (2012-08-26)\n------------------\n\n* Small code cleanup;\n* ``load``, ``read`` and ``mmap`` methods returns 'self';\n* I can't run tests (via tox) under Python 3.3 so it is\n  removed from supported versions for now.\n\n0.3.1 (2012-08-23)\n------------------\n\n* ``.prefixes()`` support for RecordTrie and BytesTrie.\n\n0.3 (2012-08-23)\n----------------\n\n* RecordTrie and BytesTrie are introduced;\n* IntTrie class is removed (probably temporary?);\n* dumps/loads methods are renamed to tobytes/frombytes;\n* benchmark & tests improvements;\n* support for MARISA-trie config options is added.\n\n0.2 (2012-08-19)\n------------------\n\n* Pickling/unpickling support;\n* dumps/loads methods;\n* python 3.3 workaround;\n* improved tests;\n* benchmarks.\n\n0.1 (2012-08-17)\n----------------\n\nInitial release.\n",
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