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        "description": "Morphological Analyser of Tatar language\n========================================\n\nMorphological Parser of Tatar language. Uses HFST-tool.\nWeb form which uses this tool: http://tatmorphan.pythonanywhere.com/\n\n\nTo install:\n-----------\n\n$ pip install py_tat_morphan\n\nor\n\n$ git clone https://yaugear@bitbucket.org/yaugear/py_tat_morphan.git\n\n$ cd py_tat_morphan\n\n$ python setup.pu install\n\n\nTo use lookup:\n--------------\n\n$ tat_morphan_lookup\n\n\nTo process text:\n----------------\n\n$ tat_morphan_process_text <filename>\n\n\nTo process whole folder:\n------------------------\n\n$ tat_morphan_process_folder <path_from>\n\nor\n\n$ tat_morphan_process_folder <path_from> <path_to>\n\nNote: if you do not provide <path_to>, programm puts analyzed texts into folder near initial with '_analyzed' postfix. Eg, if <path_from>='/home/ramil/mytexts/', then <path_to>='/home/ramil/mytexts_analyzed/'.\n\n\nTo use as python module:\n------------------------\n\n>>> from py_tat_morphan.morphan import Morphan\n>>> morphan = Morphan()\n>>> print(morphan.analyse('\u0443\u0440\u043c\u0430\u043d\u043d\u0430\u0440\u0433\u0430'))\n\u0443\u0440\u043c\u0430\u043d+N+PL(\u041b\u0410\u0440)+DIR(\u0413\u0410);\n>>> print(morphan.lemma('\u0443\u0440\u043c\u0430\u043d\u043d\u0430\u0440\u0433\u0430'))\n[u'\\u0443\\u0440\\u043c\\u0430\\u043d']\n>>> print(morphan.pos('\u0443\u0440\u043c\u0430\u043d\u043d\u0430\u0440\u0433\u0430'))\n[u'N']\n>>> print(morphan.process_text('\u0411\u0435\u0437 \u0443\u0440\u043c\u0430\u043d\u0433\u0430 \u0431\u0430\u0440\u0430\u0431\u044b\u0437.'))\n\u0411\u0435\u0437\n\u0431\u0435\u0437+N+Sg+Nom;\u0431\u0435\u0437+PN;\n\u0443\u0440\u043c\u0430\u043d\u0433\u0430\n\u0443\u0440\u043c\u0430\u043d+N+Sg+DIR(\u0413\u0410);\n\u0431\u0430\u0440\u0430\u0431\u044b\u0437\n\u0431\u0430\u0440+V+PRES(\u0419)+1PL(\u0431\u042b\u0437);\n.\nType1\n\n>>> print(morphan.analyse_text('\u0411\u0435\u0437 \u0443\u0440\u043c\u0430\u043d\u0433\u0430 \u0431\u0430\u0440\u0430\u0431\u044b\u0437.'))\n[[(u'\\u0411\\u0435\\u0437', u'\\u0431\\u0435\\u0437+N+Sg+Nom;\\u0431\\u0435\\u0437+PN;'), (u'\\u0443\\u0440\\u043c\\u0430\\u043d\\u0433\\u0430', u'\\u0443\\u0440\\u043c\\u0430\\u043d+N+Sg+DIR(\\u0413\\u0410);'), (u'\\u0431\\u0430\\u0440\\u0430\\u0431\\u044b\\u0437', u'\\u0431\\u0430\\u0440+V+PRES(\\u0419)+1PL(\\u0431\\u042b\\u0437);'), (u'.', 'Type1')]]\n>>> print(morphan.disambiguate_text('\u042f\u0437\u0433\u044b \u0442\u0430\u0448\u0443\u043b\u0430\u0440\u0434\u0430 \u043a\u04e9\u0439\u043c\u04d9 \u0439\u04e9\u0437\u0434\u0435\u0440\u04d9\u0431\u0435\u0437.'))\n[[(u'\\u042f\\u0437\\u0433\\u044b', u'\\u044f\\u0437\\u0433\\u044b+Adj;'), (u'\\u0442\\u0430\\u0448\\u0443\\u043b\\u0430\\u0440\\u0434\\u0430', u'\\u0442\\u0430\\u0448\\u0443+N+PL(\\u041b\\u0410\\u0440)+LOC(\\u0414\\u0410);\\u0442\\u0430\\u0448\\u044b+V+VN_1(\\u0443/\\u04af/\\u0432)+PL(\\u041b\\u0410\\u0440)+LOC(\\u0414\\u0410);'), (u'\\u043a\\u04e9\\u0439\\u043c\\u04d9', u'\\u043a\\u04e9\\u0439\\u043c\\u04d9+N+Sg+Nom'), (u'\\u0439\\u04e9\\u0437\\u0434\\u0435\\u0440\\u04d9\\u0431\\u0435\\u0437', u'\\u0439\\u04e9\\u0437+V+CAUS(\\u0414\\u042b\\u0440)+PRES(\\u0419)+1PL(\\u0431\\u042b\\u0437);\\u0439\\u04e9\\u0437\\u0434\\u0435\\u0440+V+PRES(\\u0419)+1PL(\\u0431\\u042b\\u0437);'), (u'.', 'Type1')]]\n\nTo test:\n--------\n\n$ python setup.py test\n\n\nFor feedback:\n-------------\n\nramil.gata@gmail.com\n\n\nVersions:\n---------\n\n1.2.1 \n|    Uses HFST python package\n\n1.2.2 \n|    Add tat_morphan_lookup and tat_morphan_process_text scripts to bin/\n\n1.2.3 \n|    Fixed exception dictionary\n\n1.2.4 \n|    Fixed to use C HFST package \n\n|    Added tat_morphan_process_folder script to bin/\n\n|    Added Russain Morphological Analyser (pymorphy2 package) to detect russian words in text\n\n1.2.5\n|   Fixed morphophonetic and morphotacktic rules\n\n|   Added tat_morphan_stats_of_folder script to bin/\n\n1.2.6\n|   Fixed dictionary collection\n\n1.2.7\n|   Added morphological disambiguation stage using contextual rules methods\n\n|   Fixed Russian word detection\n\n|   Fixed tat_morphan_stats_of_folder script\n\n1.2.8\n|   Fixed bug with '-'\n\n|   Added fifth type for contextual rules. Now you can check if word starts with capital letter\n\n|   Added is_amtype_pattern method to check if amtype is formed properly\n\n1.2.9\n|   Fixed exception dictionary\n\n|   Fixed dictionary collection. Added Russian towns names\n\n|   Fixed some errors with loanwords\n\n1.2.10\n|   Fixed bug with disambiguation\n\n|   Fixed exception dictionary",
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