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"info": {
"author": "Denis Sukhonin",
"author_email": "panchenko.alexander@gmail.com",
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"classifiers": [
"Development Status :: 4 - Beta",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: MIT License",
"Natural Language :: English",
"Natural Language :: Russian",
"Operating System :: OS Independent",
"Programming Language :: Python :: 2.6",
"Programming Language :: Python :: 2.7",
"Programming Language :: Python :: 3.3",
"Programming Language :: Python :: 3.4",
"Programming Language :: Python :: Implementation :: PyPy",
"Topic :: Scientific/Engineering",
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"description": "==================================================================\n A Python wrapper of the Yandex Mystem 3.1 morphological analyzer\n==================================================================\n\n.. image:: https://travis-ci.org/nlpub/pymystem3.png?branch=master\n :target: http://travis-ci.org/nlpub/pymystem3\n :alt: Build Status\n\nIntroduction\n============\n\nThis module contains a wrapper for an excellent morphological analyzer for Russian language `Yandex Mystem 3.1 `_ released in June 2014.\nA morphological analyzer can perform lemmatization of text and derive a set of morphological attributes for each token.\nFor more details about the algorithm see I. Segalovich `\u00abA fast morphological algorithm with unknown word guessing induced by a dictionary for a web search\nengine\u00bb `_, MLMTA-2003, Las Vegas, Nevada, USA.\n\nPython is the language of choice for many computational linguists, including those working with Russian language. The main motivation for this development was absence of any Python wrapper for the Mystem, a one of the most popular morphological analyzers for Russian language along with the `PyMorphy2 `_, the `TreeTagger `_ and `AOT `_.\n\nThe third version of Mystem introduces several importaint improvements, most importaintly part-of-speech disambiguation. Our wrapper runs the Mystem in the mode which performs POS disambiguation.\n\nThis wrapper is open sources under MIT license. However, please consider that the Yandex Mystem is not open source and licensed under conditions of the `Yandex License `_.\n\n\nSystem Requrements\n===================\n\nThe wrapper works with CPython 2.6+/3.3+ and PyPy 1.9+.\n\nThe wrapper was tested on Ubuntu Linux 12.04+, Mac OSX 10.9+ and Windows 7+.\n\nFor 32bit architectures and freebsd platform support use ver. 0.1.10.\n\n\nInstallation\n====================\n\n1. Stable version: https://pypi.python.org/pypi/pymystem3. You can install it using pip::\n\n pip install pymystem3\n\n.. * Documentation: http://pythonhosted.org/pymystem3\n\n\n2. Latest version (recommended): https://github.com/nlpub/pymystem3::\n\n pip install git+https://github.com/nlpub/pymystem3\n\nA Quick Example\n===============\n\n\nLemmatization\n\n::\n\n >>> from pymystem3 import Mystem\n >>> text = \"\u041a\u0440\u0430\u0441\u0438\u0432\u0430\u044f \u043c\u0430\u043c\u0430 \u043a\u0440\u0430\u0441\u0438\u0432\u043e \u043c\u044b\u043b\u0430 \u0440\u0430\u043c\u0443\"\n >>> m = Mystem()\n >>> lemmas = m.lemmatize(text)\n >>> print(''.join(lemmas))\n \u043a\u0440\u0430\u0441\u0438\u0432\u044b\u0439 \u043c\u0430\u043c\u0430 \u043a\u0440\u0430\u0441\u0438\u0432\u043e \u043c\u044b\u0442\u044c \u0440\u0430\u043c\u0430\n\nGetting grammatical information and lemmas.\n\n:: \n\n >>> import json\n >>> from pymystem3 import Mystem\n \n >>> text = \"\u041a\u0440\u0430\u0441\u0438\u0432\u0430\u044f \u043c\u0430\u043c\u0430 \u043a\u0440\u0430\u0441\u0438\u0432\u043e \u043c\u044b\u043b\u0430 \u0440\u0430\u043c\u0443\"\n >>> m = Mystem()\n >>> lemmas = m.lemmatize(text)\n \n >>> print \"lemmas:\", ''.join(lemmas)\n >>> print \"full info:\", json.dumps(m.analyze(text), ensure_ascii=False, encoding='utf8')\n \n lemmas: \u043a\u0440\u0430\u0441\u0438\u0432\u044b\u0439 \u043c\u0430\u043c\u0430 \u043a\u0440\u0430\u0441\u0438\u0432\u043e \u043c\u044b\u0442\u044c \u0440\u0430\u043c\u0430\n\n full info: [{\"text\": \"\u041a\u0440\u0430\u0441\u0438\u0432\u0430\u044f\", \"analysis\": [{\"lex\": \"\u043a\u0440\u0430\u0441\u0438\u0432\u044b\u0439\", \"gr\": \"A=\u0438\u043c,\u0435\u0434,\u043f\u043e\u043b\u043d,\u0436\u0435\u043d\"}]}, {\"text\": \" \"}, {\"text\": \"\u043c\u0430\u043c\u0430\", \"analysis\": [{\"lex\": \"\u043c\u0430\u043c\u0430\", \"gr\": \"S,\u0436\u0435\u043d,\u043e\u0434=\u0438\u043c,\u0435\u0434\"}]}, {\"text\": \" \"}, {\"text\": \"\u043a\u0440\u0430\u0441\u0438\u0432\u043e\", \"analysis\": [{\"lex\": \"\u043a\u0440\u0430\u0441\u0438\u0432\u043e\", \"gr\": \"ADV=\"}]}, {\"text\": \" \"}, {\"text\": \"\u043c\u044b\u043b\u0430\", \"analysis\": [{\"lex\": \"\u043c\u044b\u0442\u044c\", \"gr\": \"V,\u043d\u0435\u0441\u043e\u0432,\u043f\u0435=\u043f\u0440\u043e\u0448,\u0435\u0434,\u0438\u0437\u044a\u044f\u0432,\u0436\u0435\u043d\"}]}, {\"text\": \" \"}, {\"text\": \"\u0440\u0430\u043c\u0443\", \"analysis\": [{\"lex\": \"\u0440\u0430\u043c\u0430\", \"gr\": \"S,\u0436\u0435\u043d,\u043d\u0435\u043e\u0434=\u0432\u0438\u043d,\u0435\u0434\"}]}, {\"text\": \"\\n\"}]\n\nIssues\n======\n\nPlease report any bugs or requests that you have using the GitHub issue tracker (https://github.com/nlpub/pymystem3/issues)!\nWe have only very limited amount of resources to maintain this project: please propose a pull request directly if you see an obvious way of fixing the issue. We are very open to accepting bug fixes and your help is greatly appreciated.\n\nAuthors\n=======\n\nThe full list of contributors is listed by Github. You can also contact the original contributors of the project via email:\n\n* Denis Sukhonin (d.sukhonin): development\n* Alexander Panchenko (panchenko.alexander): conception\n\n@ gmail\n\nIf you are interested in further developments or becoming a maintainter of this project please drop us an email: your help is greatly appreciated.\n",
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