MARISA Trie
===========
.. image:: https://img.shields.io/pypi/pyversions/marisa-trie.svg
:target: https://pypi.python.org/pypi/marisa-trie
.. image:: https://github.com/pytries/marisa-trie/actions/workflows/tests.yml/badge.svg
:target: https://github.com/pytries/marisa-trie/actions/workflows/tests.yml
Static memory-efficient Trie-like structures for Python (3.7+)
based on `marisa-trie`_ C++ library.
String data in a MARISA-trie may take up to 50x-100x less memory than
in a standard Python dict; the raw lookup speed is comparable; trie also
provides fast advanced methods like prefix search.
.. note::
There are official SWIG-based Python bindings included
in C++ library distribution; this package provides alternative
Cython-based pip-installable Python bindings.
.. _marisa-trie: https://github.com/s-yata/marisa-trie
Installation
============
::
python -m pip install -U marisa-trie
Usage
=====
See `tutorial`_ and `API`_ for details.
.. _tutorial: https://marisa-trie.readthedocs.io/en/latest/tutorial.html
.. _API: https://marisa-trie.readthedocs.io/en/latest/api.html
Current limitations
===================
* The library is not tested with mingw32 compiler;
* ``.prefixes()`` method of ``BytesTrie`` and ``RecordTrie`` is quite slow
and doesn't have iterator counterpart;
* ``read()`` and ``write()`` methods don't work with file-like objects
(they work only with real files; pickling works fine for file-like objects);
* there are ``keys()`` and ``items()`` methods but no ``values()`` method.
License
=======
Wrapper code is licensed under MIT License.
Bundled `marisa-trie`_ C++ library is dual-licensed under
LGPL and BSD 2-clause license.
CHANGES
=======
1.1.1 (2024-05-06)
------------------
* Publish Linux aarch64 wheels (#101).
1.1.0 (2023-10-06)
------------------
* Added Python 3.12 support.
1.0.0 (2023-09-03)
------------------
* Dropped Python 2.7, 3.4, 3.5, 3.6 support.
* Added ``Trie.map()`` (#90).
* Rebuilt Cython wrapper with Cython 3.0.2.
* Fixed benchmark documentation typos (#89).
0.8.0 (2023-03-25)
------------------
* Add ``Trie.iter_prefixes_with_ids()`` method to return ``(prefix, id)`` pairs (#83).
* Rebuild Cython wrapper with Cython 0.29.33 (#88).
0.7.8 (2022-10-25)
------------------
* Added Python 3.11 support.
* Rebuild Cython wrapper with Cython 0.29.32.
0.7.7 (2021-08-04)
------------------
* Restored Python 2.7 support.
* Fixed README image references not working on Windows.
0.7.6 (2021-07-28)
------------------
* Wheels are now published for all platforms.
* Fixed ``ResourceWarning: unclosed file`` in ``setup.py``.
* Run ``black`` on the entire source code.
* Moved the QA/CI to GitHub.
* Rebuild Cython wrapper with Cython 0.29.24.
* Updated ``libmarisa-trie`` to the latest version (0.2.6).
* Fixed failing tests and usage of deprecated methods.
* Expanded supported Python version (2.7, 3.4 - 3.10).
0.7.5 (2018-04-10)
------------------
* Removed redundant ``DeprecationWarning`` messages in ``Trie.save`` and
``Trie.load``.
* Dropped support for Python 2.6.
* Rebuild Cython wrapper with Cython 0.28.1.
0.7.4 (2017-03-27)
------------------
* Fixed packaging issue, ``MANIFEST.in`` was not updated after ``libmarisa-trie``
became a submodule.
0.7.3 (2017-02-14)
------------------
* Added ``BinaryTrie`` for storing arbitrary sequences of bytes, e.g. IP
addresses (thanks Tomasz Melcer);
* Deprecated ``Trie.has_keys_with_prefix`` which can be trivially implemented in
terms of ``Trie.iterkeys``;
* Deprecated ``Trie.read`` and ``Trie.write`` which onlywork for "real" files
and duplicate the functionality of ``load`` and ``save``. See issue #31 on
GitHub;
* Updated ``libmarisa-trie`` to the latest version. Yay, 64-bit Windows support.
* Rebuilt Cython wrapper with Cython 0.25.2.
0.7.2 (2015-04-21)
------------------
* packaging issue is fixed.
0.7.1 (2015-04-21)
------------------
* setup.py is switched to setuptools;
* a tiny speedup;
* wrapper is rebuilt with Cython 0.22.
0.7 (2014-12-15)
----------------
* ``trie1 == trie2`` and ``trie1 != trie2`` now work (thanks Sergei Lebedev);
* ``for key in trie:`` is fixed (thanks Sergei Lebedev);
* wrapper is rebuilt with Cython 0.21.1 (thanks Sergei Lebedev);
* https://bitbucket.org/kmike/marisa-trie repo is no longer supported.
0.6 (2014-02-22)
----------------
* New ``Trie`` methods: ``__getitem__``, ``get``, ``items``, ``iteritems``.
``trie[u'key']`` is now the same as ``trie.key_id(u'key')``.
* small optimization for ``BytesTrie.get``.
* wrapper is rebuilt with Cython 0.20.1.
0.5.3 (2014-02-08)
------------------
* small ``Trie.restore_key`` optimization (it should work 5-15% faster)
0.5.2 (2014-02-08)
------------------
* fix ``Trie.restore_key`` method - it was reading past declared string length;
* rebuild wrapper with Cython 0.20.
0.5.1 (2013-10-03)
------------------
* ``has_keys_with_prefix(prefix)`` method (thanks
`Matt Hickford <https://github.com/matt-hickford>`_)
0.5 (2013-05-07)
----------------
* ``BytesTrie.iterkeys``, ``BytesTrie.iteritems``,
``RecordTrie.iterkeys`` and ``RecordTrie.iteritems`` methods;
* wrapper is rebuilt with Cython 0.19;
* ``value_separator`` parameter for ``BytesTrie`` and ``RecordTrie``.
0.4 (2013-02-28)
----------------
* improved trie building: ``weights`` optional parameter;
* improved trie building: unnecessary input sorting is removed;
* wrapper is rebuilt with Cython 0.18;
* bundled marisa-trie C++ library is updated to svn r133.
0.3.8 (2013-01-03)
------------------
* Rebuild wrapper with Cython pre-0.18;
* update benchmarks.
0.3.7 (2012-09-21)
------------------
* Update bundled marisa-trie C++ library (this may fix more mingw issues);
* Python 3.3 support is back.
0.3.6 (2012-09-05)
------------------
* much faster (3x-7x) ``.items()`` and ``.keys()`` methods for all tries;
faster (up to 3x) ``.prefixes()`` method for ``Trie``.
0.3.5 (2012-08-30)
------------------
* Pickling of RecordTrie is fixed (thanks lazarou for the report);
* error messages should become more useful.
0.3.4 (2012-08-29)
------------------
* Issues with mingw32 should be resolved (thanks Susumu Yata).
0.3.3 (2012-08-27)
------------------
* ``.get(key, default=None)`` method for ``BytesTrie`` and ``RecordTrie``;
* small README improvements.
0.3.2 (2012-08-26)
------------------
* Small code cleanup;
* ``load``, ``read`` and ``mmap`` methods returns 'self';
* I can't run tests (via tox) under Python 3.3 so it is
removed from supported versions for now.
0.3.1 (2012-08-23)
------------------
* ``.prefixes()`` support for RecordTrie and BytesTrie.
0.3 (2012-08-23)
----------------
* RecordTrie and BytesTrie are introduced;
* IntTrie class is removed (probably temporary?);
* dumps/loads methods are renamed to tobytes/frombytes;
* benchmark & tests improvements;
* support for MARISA-trie config options is added.
0.2 (2012-08-19)
------------------
* Pickling/unpickling support;
* dumps/loads methods;
* python 3.3 workaround;
* improved tests;
* benchmarks.
0.1 (2012-08-17)
----------------
Initial release.
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"description": "MARISA Trie\n===========\n\n.. image:: https://img.shields.io/pypi/pyversions/marisa-trie.svg\n :target: https://pypi.python.org/pypi/marisa-trie\n\n.. image:: https://github.com/pytries/marisa-trie/actions/workflows/tests.yml/badge.svg\n :target: https://github.com/pytries/marisa-trie/actions/workflows/tests.yml\n\nStatic memory-efficient Trie-like structures for Python (3.7+)\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 python -m pip install -U marisa-trie\n\nUsage\n=====\n\nSee `tutorial`_ and `API`_ for details.\n\n.. _tutorial: https://marisa-trie.readthedocs.io/en/latest/tutorial.html\n.. _API: https://marisa-trie.readthedocs.io/en/latest/api.html\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\n1.1.1 (2024-05-06)\n------------------\n\n* Publish Linux aarch64 wheels (#101).\n\n1.1.0 (2023-10-06)\n------------------\n\n* Added Python 3.12 support.\n\n1.0.0 (2023-09-03)\n------------------\n\n* Dropped Python 2.7, 3.4, 3.5, 3.6 support.\n* Added ``Trie.map()`` (#90).\n* Rebuilt Cython wrapper with Cython 3.0.2.\n* Fixed benchmark documentation typos (#89).\n\n0.8.0 (2023-03-25)\n------------------\n\n* Add ``Trie.iter_prefixes_with_ids()`` method to return ``(prefix, id)`` pairs (#83).\n* Rebuild Cython wrapper with Cython 0.29.33 (#88).\n\n0.7.8 (2022-10-25)\n------------------\n\n* Added Python 3.11 support.\n* Rebuild Cython wrapper with Cython 0.29.32.\n\n0.7.7 (2021-08-04)\n------------------\n\n* Restored Python 2.7 support.\n* Fixed README image references not working on Windows.\n\n0.7.6 (2021-07-28)\n------------------\n\n* Wheels are now published for all platforms.\n* Fixed ``ResourceWarning: unclosed file`` in ``setup.py``.\n* Run ``black`` on the entire source code.\n* Moved the QA/CI to GitHub.\n* Rebuild Cython wrapper with Cython 0.29.24.\n* Updated ``libmarisa-trie`` to the latest version (0.2.6).\n* Fixed failing tests and usage of deprecated methods.\n* Expanded supported Python version (2.7, 3.4 - 3.10).\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\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. 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