{
    "info": {
        "author": "Taha Zerrouki",
        "author_email": "taha.zerrouki@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 5 - Production/Stable",
            "Intended Audience :: Developers",
            "Natural Language :: Arabic",
            "Operating System :: OS Independent",
            "Programming Language :: Python",
            "Topic :: Text Processing :: Linguistic"
        ],
        "description": "Tashaphyne\n==========\n\n**Tashaphyne**: Arabic Light Stemmer \u062a\u0627\u0634\u0641\u064a\u0646: \u0627\u0644\u062a\u062c\u0630\u064a\u0639 \u0627\u0644\u062e\u0641\u064a\u0641 \u0644\u0644\u0646\u0635\u0648\u0635\n\u0627\u0644\u0639\u0631\u0628\u064a\u0629\n\n**Tashaphyne** is an Arabic light stemmer and segmentor. It mainly\nsupports light stemming (removing prefixes and suffixes) and give all\npossible segmentations. It use a modified finite state Automaton which\nallow to generate all segmentations.\n\nIt offers stemming and root extraction at the same time unlike Khoja\nstemmer, ISRI semmer, Assem stemmer, Farasa stemmer.\n\n**Tashaphyne** comes with default prefixes and suffixes, and accept the\nuse of customized prefixes and suffixes list, which allow it to handle\nmore aspect, and make customized stemmers without changing code.\n\n**Tashaphyne** is a python library, it's available as demo on\n`Mishkal <http://tahadz.com/mishkal>`__, choose Tools/Analysis and as\nsource code on `Github <http://github.com/linuxscout/tashaphyne>`__\n\nDeveloppers: Taha Zerrouki: http://tahadz.com taha dot zerrouki at gmail\ndot com\n\n+---------+------------------------------------------------------------------+\n| Feature | value                                                            |\n| s       |                                                                  |\n+=========+==================================================================+\n| Authors | `Authors.md <https://github.com/linuxscout/tashaphyne/master/AUT |\n|         | HORS.md>`__                                                      |\n+---------+------------------------------------------------------------------+\n| Release | 0.3                                                              |\n+---------+------------------------------------------------------------------+\n| License | `GPL <https://github.com/linuxscout/tashaphyne/master/LICENSE>`_ |\n|         | _                                                                |\n+---------+------------------------------------------------------------------+\n| Tracker | `linuxscout/tashaphyne/Issues <https://github.com/linuxscout/tas |\n|         | haphyne/issues>`__                                               |\n+---------+------------------------------------------------------------------+\n| Website | https://pypi.python.org/pypi/Tashaphyne                          |\n+---------+------------------------------------------------------------------+\n| Doc     | `package Documentaion <http://pythonhosted.org/Tashaphyne/>`__   |\n+---------+------------------------------------------------------------------+\n| Source  | `Github <http://github.com/linuxscout/tashaphyne>`__             |\n+---------+------------------------------------------------------------------+\n| Downloa | `sourceforge <http://tashaphyne.sourceforge.net>`__              |\n| d       |                                                                  |\n+---------+------------------------------------------------------------------+\n| Feedbac | `Comments <http://tahadz.com/tashaphyne/contact>`__              |\n| ks      |                                                                  |\n+---------+------------------------------------------------------------------+\n| Account | [@Twitter](https://twitter.com/linuxscout)                       |\n| s       | [@Sourceforge](http://sourceforge.net/projects/tashaphyne/)      |\n+---------+------------------------------------------------------------------+\n\nCitation\n--------\n\nIf you would cite it in academic work, can you use this citation\n\n::\n\n    T. Zerrouki\u200f, Tashaphyne, Arabic light stemmer\u200f,  https://pypi.python.org/pypi/Tashaphyne/0.2\n\n\n\n\u0645\u0632\u0627\u064a\u0627\n-----\n\n-  \u062a\u062c\u0630\u064a\u0639 \u0627\u0644\u0643\u0644\u0645\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0625\u0644\u0649 \u0623\u0628\u0633\u0637 \u062c\u0630\u0639 \u0645\u0645\u0643\u0646\n-  \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u062c\u0630\u0631\n-  \u062a\u0642\u0637\u064a\u0639 \u0627\u0644\u0643\u0644\u0645\u0629 \u0625\u0644\u0649 \u062c\u0645\u064a\u0639 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0645\u0645\u0643\u0646\u0629.\n-  \u062a\u0646\u0645\u064a\u0637 \u0627\u0644\u0643\u0644\u0645\u0629 ( \u062a\u0648\u062d\u064a\u062f \u0627\u0644\u062d\u0631\u0648\u0641 \u0630\u0627\u062a \u0627\u0644\u0623\u0634\u0643\u0627\u0644 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629.\n-  \u0642\u0627\u0626\u0645\u0629 \u0645\u0633\u0628\u0642\u0629 \u0644\u0644\u0632\u0648\u0627\u0626\u062f \u0627\u0644\u0639\u0631\u0628\u064a\u0629\u060c \u0648\u062d\u0631\u0648\u0641 \u0627\u0644\u0632\u064a\u0627\u062f\u0629 -\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0636\u0628\u0637 \u0625\u0639\u062f\u0627\u062f\u0627\u062a\n   \u0627\u0644\u0645\u062c\u0630\u0639 \u0648\u0627\u0644\u0645\u0642\u0637\u0639\u060c \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0639\u062f\u064a\u0644 \u0642\u0648\u0627\u0626\u0645 \u0627\u0644\u0632\u0648\u0627\u0626\u062f.\n\nFeatures\n--------\n\n-  Arabic word Light Stemming.\n-  Root Extraction.\n-  Word Segmentation\n-  Word normalization\n-  Default Arabic Affixes list.\n-  An customizable Light stemmer: possibility of change stemmer options\n   and data.\n-  Data independent stemmer.\n\nApplications\n============\n\n-  Stemming texts\n-  Text Classification and categorization\n-  Sentiment Analysis\n-  Named Entities Recognition\n\nInstallation\n============\n\n::\n\n    pip install tashaphyne\n\nUsage\n=====\n\nTahsphyne is a finite state automaton stemmed based, it extract affixes\n(prefixes and suffixes), with a predefined affixes list.\n\nIt extract all possible affixation from a word and cite all possible\nconfiguration stemming of a given word.\n\nFunctions \u0627\u0644\u062f\u0648\u0627\u0644\n----------------\n\n-  \u062a\u062c\u0630\u064a\u0639 \u0627\u0644\u0643\u0644\u0645\u0629\n\n\u062a\u062c\u0630\u064a\u0639 \u0627\u0644\u0643\u0644\u0645\u0629 \u0648\u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0643\u0644 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0646\u0647\u0627 \u0628\u0648\u0627\u0633\u0637\u0629 \u0627\u0644\u062f\u0648\u0627\u0644 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629\n\nStemming function, stem an arabic word, and return a stem. This function\nstore in the instance the stemming positions (left, right), then it's\npossible to get other calculted attributs like : stem, prefixe, suffixe,\nroot.\n\n.. code:: python\n\n    >>> #make propre display for unicode\n    ... import pyarabic.arabrepr\n    >>> arepr = pyarabic.arabrepr.ArabicRepr()\n    >>> repr = arepr.repr\n    >>> \n    >>> from tashaphyne.stemming import ArabicLightStemmer\n    >>> ArListem = ArabicLightStemmer()\n    >>> word = u'\u0623\u0641\u062a\u0636\u0627\u0631\u0628\u0627\u0646\u0646\u064a'\n    >>> # stemming word\n    ... stem = ArListem.light_stem(word)\n    >>> # extract stem\n    ... print ArListem.get_stem()\n    \u0636\u0627\u0631\u0628\n    >>> # extract root\n    ... print ArListem.get_root()\n    \u0636\u0631\u0628\n    >>> \n    >>> # get prefix position index\n    ... print ArListem.get_left()\n    3\n    >>> # get prefix \n    ... print ArListem.get_prefix()    \n    \u0623\u0641\u062a\n    >>> # get prefix with a specific index\n    ... print ArListem.get_prefix(2)    \n    \u0623\u0641\n    >>> \n    >>> # get suffix position index\n    ... print ArListem.get_right()\n    7\n    >>> # get suffix \n    ... print ArListem.get_suffix()    \n    \u0627\u0646\u0646\u064a\n    >>> # get suffix with a specific index\n    ... print ArListem.get_suffix(10)    \n    \u064a\n    >>> # get affix\n    >>> print ArListem.get_affix()\n    \u0623\u0641\u062a-\u0627\u0646\u0646\u064a\n    >>> # get affix tuple\n    ... print repr(ArListem.get_affix_tuple())    \n    {'prefix': u'\u0623\u0641\u062a', 'root': u'', 'stem': u'', 'suffix': u'\u0623\u0641\u062a\u0636\u0627\u0631\u0628\u0627\u0646\u0646\u064a'}\n    >>> # star words\n    ... print ArListem.get_starword()\n    \u0623\u0641\u062a*\u0627**\u0627\u0646\u0646\u064a\n    >>> # get star stem\n    ... print ArListem.get_starstem()\n    *\u0627**\n    >>> \n    >>> #  get unvocalized word\n    ... print ArListem.get_unvocalized()\n    \u0623\u0641\u062a\u0636\u0627\u0631\u0628\u0627\u0646\u0646\u064a\n\n+------------+----------------+-------+\n| function   | Description    | \u0648\u0635\u0641   |\n+============+================+=======+\n| get\\_root( | Get the root   | \u0627\u0633\u062a\u062e\u0644 |\n| )          | of the treated | \u0627\u0635    |\n|            | word by the    | \u0627\u0644\u062c\u0630\u0631 |\n|            | stemmer.       |       |\n+------------+----------------+-------+\n| get\\_stem( | Get the stem   | \u0627\u0633\u062a\u062e\u0644 |\n| )          | of the treated | \u0627\u0635    |\n|            | word by the    | \u0627\u0644\u062c\u0630\u0639 |\n|            | stemmer.       | \u064a\u0645\u0643\u0646  |\n|            |                | \u0627\u0633\u062a\u062e\u0644 |\n|            |                | \u0627\u0635    |\n|            |                | \u0627\u0644\u062c\u0630\u0639 |\n|            |                | \u0627\u0644\u062a\u0644\u0642 |\n|            |                | \u0627\u0626\u064a   |\n|            |                | \u0645\u0628\u0627\u0634\u0631 |\n|            |                | \u0629\u060c    |\n|            |                | \u0639\u0646\u062f   |\n|            |                | \u0627\u0644\u0631\u063a\u0628 |\n|            |                | \u0629     |\n|            |                | \u0641\u064a    |\n|            |                | \u0627\u0644\u062d\u0635\u0648 |\n|            |                | \u0644     |\n|            |                | \u0639\u0644\u0649   |\n|            |                | \u062c\u0630\u0639   |\n|            |                | \u0645\u0639\u064a\u0646\u060c |\n|            |                | \u0646\u062d\u062f\u062f  |\n|            |                | \u062f\u0644\u064a\u0644  |\n|            |                | \u0627\u0644\u0633\u0627\u0628 |\n|            |                | \u0642\u060c    |\n|            |                | \u0648\u062f\u0644\u064a\u0644 |\n|            |                | \u0627\u0644\u0644\u0627\u062d |\n|            |                | \u0642.    |\n+------------+----------------+-------+\n| get\\_left( | Get the prefix | \u0645\u0648\u0636\u0639  |\n| )          | end position   | \u0646\u0647\u0627\u064a\u0629 |\n|            |                | \u0627\u0644\u0633\u0627\u0628 |\n|            |                | \u0642\u0629    |\n+------------+----------------+-------+\n| get\\_right | Get the suffix | \u0645\u0648\u0636\u0639  |\n| ()         | start position | \u0628\u062f\u0627\u064a\u0629 |\n|            |                | \u0627\u0644\u0644\u0627\u062d |\n|            |                | \u0642\u0629    |\n+------------+----------------+-------+\n| get\\_prefi | return the     | \u0627\u0633\u062a\u0631\u062c |\n| x()        | prefix/suffix  | \u0627\u0639    |\n|            | of the treated | \u0627\u0644\u0633\u0627\u0628 |\n|            | word by the    | \u0642\u0629    |\n|            | stemmer.       | \u0627\u0644\u062a\u0644\u0642 |\n|            |                | \u0627\u0626\u064a\u0629  |\n|            |                | \u0623\u0648    |\n|            |                | \u0633\u0627\u0628\u0642\u0629 |\n|            |                | \u0645\u0639\u064a\u0646\u0629 |\n|            |                | \u0628\u0645\u0648\u0636\u0639 |\n+------------+----------------+-------+\n| get\\_suffi | Get default    | \u0627\u0633\u062a\u0631\u062c |\n| x()        | suffix, or     | \u0627\u0639    |\n|            | suffix by      | \u0627\u0644\u0644\u0627\u062d |\n|            | suffix index   | \u0642\u0629    |\n|            |                | \u0627\u0644\u062a\u0644\u0642 |\n|            |                | \u0627\u0626\u064a\u0629  |\n|            |                | \u0623\u0648    |\n|            |                | \u0628\u0648\u0627\u0633\u0637 |\n|            |                | \u0629     |\n|            |                | \u062f\u0644\u064a\u0644  |\n|            |                | \u0627\u0644\u0644\u0627\u062d |\n|            |                | \u0642\u0629    |\n+------------+----------------+-------+\n| get\\_affix | Get default    | \u0627\u0633\u062a\u0631\u062c |\n| ()         | Affix or       | \u0627\u0639    |\n|            | specific by    | \u0627\u0644\u0632\u0627\u0626 |\n|            | left and right | \u062f\u0629    |\n|            | indexes        | \u0627\u0644\u062a\u0644\u0642 |\n|            |                | \u0627\u0626\u064a\u0629  |\n|            |                | \u0623\u0648    |\n|            |                | \u0627\u0644\u0645\u0639\u064a |\n|            |                | \u0646\u0629\u0628\u062f\u0644 |\n|            |                | \u064a\u0644\u064a   |\n|            |                | \u0627\u0644\u0633\u0627\u0628 |\n|            |                | \u0642     |\n|            |                | \u0648\u0627\u0644\u0644\u0627 |\n|            |                | \u062d\u0642    |\n+------------+----------------+-------+\n| get\\_affix | Get affixe     | \u0627\u0633\u062a\u0631\u062c |\n| \\_tuple()  | tuple          | \u0627\u0639    |\n|            |                | \u0627\u0644\u0632\u0627\u0626 |\n|            |                | \u062f\u0629    |\n|            |                | \u0628\u062a\u0641\u0627\u0635 |\n|            |                | \u064a\u0644\u0647\u0627  |\n+------------+----------------+-------+\n| get\\_starw | Get stared     | \u0627\u0633\u062a\u0631\u062c |\n| ord()      | word, radical  | \u0627\u0639    |\n|            | letters        | \u0627\u0644\u062c\u0630\u0639 |\n|            | replaced by    | \u0627\u0644\u0645\u0646\u062c |\n|            | \"*\"\\|\u0627\u0633\u062a\u0631\u062c\u0627\u0639   | \u0645\u060c    |\n|            | \u0627\u0644\u0643\u0644\u0645\u0629         | \u0627\u0644\u062d\u0631\u0648 |\n|            | \u0627\u0644\u0645\u0646\u062c\u0645\u0629\u060c       | \u0641     |\n|            | \u0627\u0644\u062d\u0631\u0648\u0641 \u0627\u0644\u0623\u0635\u0644\u064a\u0629 | \u0627\u0644\u0623\u0635\u0644 |\n|            | \u0645\u062e\u0641\u064a\u0629 \u0628\u0646\u062c\u0648\u0645    | \u064a\u0629    |\n|            | get\\_starstem( | \u0645\u062e\u0641\u064a\u0629 |\n|            | )\\|Get         | \u0628\u0646\u062c\u0648\u0645 |\n|            | stared stem,   |       |\n|            | radical        |       |\n|            | letters        |       |\n|            | replaced by    |       |\n|            | \"*\"            |       |\n+------------+----------------+-------+\n| get\\_unvoc | return the     | \u0627\u0633\u062a\u0631\u062c |\n| alized()   | unvocalized    | \u0627\u0639    |\n|            | form of the    | \u0627\u0644\u0643\u0644\u0645 |\n|            | treated word   | \u0629     |\n|            | by the         | \u063a\u064a\u0631   |\n|            | stemmer.       | \u0645\u0634\u0643\u0648\u0644 |\n|            | Harakat are    | \u0629     |\n|            | striped.       |       |\n+------------+----------------+-------+\n\n-  \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0643\u0644 \u0627\u0644\u062a\u0642\u0633\u064a\u0645\u0627\u062a \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629\n\n-  \u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0643\u0644\u0645\u0629 \u0625\u0644\u0649 \u0643\u0644 \u0627\u0644\u0632\u0648\u0627\u0626\u062f \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629\n\nGenerate a list of all posibble segmentation positions (lef, right) of\nthe treated word by the stemmer.\n\n.. code:: python\n\n\n    >>> word = u'\u0623\u0641\u062a\u0636\u0627\u0631\u0628\u0627\u0646\u0646\u064a'\n\n    >>> # Detect all possible segmentation\n    ... print ArListem.segment(word) \n    set([(2, 7), (3, 8), (0, 8), (2, 9), (2, 8), (3, 10), (2, 11), (1, 8), (0, 7), (2, 10), (3, 11), (1, 10), (0, 11), (3, 9), (0, 10), (1, 7), (0, 9), (3, 7), (1, 11), (1, 9)])\n\n    >>># Get all segment \n    >>>print ArListem.get_segment_list()\n    set([(2, 7), (3, 8), (0, 8), (2, 9), (2, 8), (3, 10), (2, 11), (1, 8), (0, 7), (2, 10), (3, 11), (1, 10), (0, 11), (3, 9), (0, 10), (1, 7), (0, 9), (3, 7), (1, 11), (1, 9)])\n\n    >>> # get affix list\n    ... print repr(ArListem.get_affix_list() )\n    [{'prefix': u'\u0623\u0641', 'root': u'\u0636\u0631\u0628', 'stem': u'\u062a\u0636\u0627\u0631\u0628', 'suffix': u'\u0627\u0646\u0646\u064a'},\n     {'prefix': u'\u0623\u0641\u062a', 'root': u'\u0636\u0631\u0628', 'stem': u'\u0636\u0627\u0631\u0628\u0627', 'suffix': u'\u0646\u0646\u064a'},\n     {'prefix': u'', 'root': u'\u0623\u0641\u0636\u0631\u0628', 'stem': u'\u0623\u0641\u062a\u0636\u0627\u0631\u0628\u0627', 'suffix': u'\u0646\u0646\u064a'}, \n     {'prefix': u'\u0623\u0641', 'root': u'\u0636\u0631\u0628\u0646', 'stem': u'\u062a\u0636\u0627\u0631\u0628\u0627\u0646', 'suffix': u'\u0646\u064a'}, \n     {'prefix': u'\u0623\u0641', 'root': u'\u0636\u0631\u0628', 'stem': u'\u062a\u0636\u0627\u0631\u0628\u0627', 'suffix': u'\u0646\u0646\u064a'}, \n     {'prefix': u'\u0623\u0641\u062a', 'root': u'\u0636\u0631\u0628\u0646\u0646', 'stem': u'\u0636\u0627\u0631\u0628\u0627\u0646\u0646', 'suffix': u'\u064a'}, ...]\n    >>> \n\n-  segment() / get\\_segment\\_list() \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0642\u0627\u0626\u0645\u0629 \u0645\u0648\u0627\u0636\u0639 \u0643\u0644 \u0627\u0644\u062a\u0642\u0633\u064a\u0645\u0627\u062a\n   \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629 \u0639\u0644\u0649 \u0634\u0643\u0644 \u0623\u0639\u062f\u0627\u062f return a list of segmentation positions (left,\n   right) of the treated word by the stemmer.\n\n-  get\\_affix\\_list \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0642\u0627\u0626\u0645\u0629 \u0643\u0644 \u0627\u0644\u0632\u0648\u0627\u0626\u062f \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629\n\nreturn a list of affix tuple of the treated word by the stemmer.\n\nCustomized Affix list\n---------------------\n\n\u062a\u062e\u0635\u064a\u0635 \u0642\u0648\u0627\u0626\u0645 \u0627\u0644\u0632\u0648\u0627\u0626\u062f 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\u0648\u0627\u0644\u0644\u0648\u0627\u062d\u0642\n\nYou can modify and customize the default affixes list by\n\n.. code:: python\n\n    >>> import tashaphyne.stemming\n\n    >>> CUSTOM_PREFIX_LIST = [u'\u0643\u0627\u0644', u'\u0623\u0641\u0628\u0627\u0644', u'\u0623\u0641\u0643', u'\u0641\u0643', u'\u0623\u0648\u0644\u0644', u'', u'\u0623\u0641', u'\u0648\u0644', u'\u0623\u0648\u0627\u0644', u'\u0641', u'\u0648', u'\u0623\u0648', u'\u0648\u0644\u0644', u'\u0641\u0628', u'\u0623\u0648\u0644', u'\u0623\u0644\u0644', u'\u0644\u0644', u'\u0628', u'\u0648\u0643\u0627\u0644', u'\u0623\u0648\u0628', u'\u0628\u0627\u0644', u'\u0623\u0643\u0627\u0644', u'\u0627\u0644', u'\u0623\u0628', u'\u0648\u0628', u'\u0623\u0648\u0628\u0627\u0644', u'\u0623', u'\u0648\u0628\u0627\u0644', u'\u0623\u0643', u'\u0641\u0643\u0627\u0644', u'\u0623\u0648\u0643', u'\u0641\u0644\u0644', u'\u0648\u0643', u'\u0643', u'\u0623\u0644', u'\u0641\u0627\u0644', u'\u0648\u0627\u0644', u'\u0623\u0648\u0643\u0627\u0644', u'\u0623\u0641\u0644\u0644', u'\u0623\u0641\u0644', u'\u0641\u0644', u'\u0623\u0627\u0644', u'\u0623\u0641\u0643\u0627\u0644', u'\u0644', u'\u0623\u0628\u0627\u0644', u'\u0623\u0641\u0627\u0644', u'\u0623\u0641\u0628', u'\u0641\u0628\u0627\u0644']\n    >>> CUSTOM_SUFFIX_LIST = [u'\u0643\u0645\u0627', u'\u0643', u'\u0647\u0646', u'\u064a', u'\u0647\u0627', u'', u'\u0647', u'\u0643\u0645', u'\u0643\u0646', u'\u0647\u0645', u'\u0647\u0645\u0627', u'\u0646\u0627']\n\n    >>> # simple stemmer with default affixes list\n    ... simple_stemmer = tashaphyne.stemming.ArabicLightStemmer()\n\n    >>> # create a c\u0639stomized stemmer object for stemming enclitics and procletics\n    ... custom_stemmer = tashaphyne.stemming.ArabicLightStemmer()\n    >>> # configure the stemmer object\n    ... custom_stemmer.set_prefix_list(CUSTOM_PREFIX_LIST)\n    >>> custom_stemmer.set_suffix_list(CUSTOM_SUFFIX_LIST)\n    >>> \n    >>> word = u\"\u0628\u0627\u0644\u0645\u062f\u0631\u0633\u062a\u064a\u0646\"\n    >>> # segment word as \n    ... simple_stemmer.segment(word)\n    set([(4, 10), (4, 7), (4, 9), (4, 8), (3, 10), (0, 7), (3, 8), (1, 10), (1, 8), (3, 9), (0, 10), (1, 7), (0, 9), (3, 7), (0, 8), (1, 9)])\n    >>> print  repr(simple_stemmer.get_affix_list())\n    [{'prefix': u'\u0628\u0627\u0644\u0645', 'root': u'\u062f\u0631\u0633\u062a\u064a\u0646', 'stem': u'\u062f\u0631\u0633\u062a\u064a\u0646', 'suffix': u''}, {'prefix': u'\u0628\u0627\u0644\u0645', 'root': u'\u062f\u0631\u0633', 'stem': u'\u062f\u0631\u0633', 'suffix': u'\u062a\u064a\u0646'}, {'prefix': u'\u0628\u0627\u0644\u0645', 'root': u'\u062f\u0631\u0633\u062a\u064a', 'stem': u'\u062f\u0631\u0633\u062a\u064a', 'suffix': u'\u0646'}, {'prefix': u'\u0628\u0627\u0644\u0645', 'root': u'\u062f\u0631\u0633\u062a', 'stem': u'\u062f\u0631\u0633\u062a', 'suffix': u'\u064a\u0646'}, {'prefix': u'\u0628\u0627\u0644', 'root': u'\u0645\u062f\u0631\u0633\u062a\u064a\u0646', 'stem': u'\u0645\u062f\u0631\u0633\u062a\u064a\u0646', 'suffix': 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Documentation\n=====================\n\nFiles\n=====\n\n-  file/directory category description\n\n-  [docs] docs/ docs documentation\n\n-  [support]\n\n   -  pyarabic : basic arabic library\n\n-  [test]\n\n   -  output/ test test output\n   -  samples/ test sample files\n   -  tools/ test script to use tashaphyne\n\nFeatured Posts\n--------------\n\nIf you would cite it in academic work, can you use this citation\n\n::\n\n    T. 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