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        "author": "Tan Shuai",
        "author_email": "7anshuai@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License",
            "Natural Language :: English",
            "Operating System :: OS Independent",
            "Programming Language :: Python",
            "Programming Language :: Python :: 2",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Topic :: Software Development :: Libraries :: Python Modules"
        ],
        "description": "pyreds\n======\n\n`reds <https://github.com/tj/reds>`_ is a light-weight Redis Search for Node.js.\n\npyreds is a Python port of reds.\n\nInstallation\n------------\n\npyreds requires a running Redis server. See `Redis's quickstart\n<http://redis.io/topics/quickstart>`_ for installation instructions.\n\nTo install pyreds, simply:\n\n.. code-block:: bash\n\n    $ pip install pyreds\n\nYou may need install NLTK Data:\n\n.. code-block:: pycon\n\n    >>> import nltk\n    >>> nltk.download('stopwords')\n\nGetting Started\n---------------\n\nThe first thing you'll want to do is create a `Search` instance, which allow you to pass a `key`, used for namespacing within Redis so that you may have several searches in the same db.\n \n.. code-block:: pycon\n\n    >>> import pyreds\n    >>> search = pyreds.create_search('pets')\n\npyreds acts against arbitrary numeric or string based ids, so you could utilize this library with essentially anything you wish, even combining data stores. The following example just uses a list for our \"database\", containing some strings, which we add to pyreds by calling `Search#index()` padding the body of text and an id of some kind, in this case the index.\n\n.. code-block:: pycon\n\n    >>> strs = []\n    >>> strs.append('Tobi wants four dollars')\n    >>> strs.append('Tobi only wants $4')\n    >>> strs.append('Loki is really fat')\n    >>> strs.append('Loki, Jane, and Tobi are ferrets')\n    >>> strs.append('Manny is a cat')\n    >>> strs.append('Luna is a cat')\n    >>> strs.append('Mustachio is a cat')\n    >>> for i, v in enumerate(strs):\n    ...     search.index(v, i)\n\nTo perform a query against pyreds simply invoke `Search#query()` with a string, which return a `Query` instance. Then invoke `Query#end()`, which return a list of ids when present, or an empty list otherwise.\n\n.. code-block:: pycon\n\n    >>> ids = search.query('Tobi dollars').end()\n    >>> print('Search results for \"Tobi dollars\"'))\n    >>> for id in ids:\n    ...     print('  - {}'.format(strs[id]))\n\nBy default pyreds performs an intersection of the search words. The previous example would yield the following output since only one string contains both \"Tobi\" and \"dollars\":\n\n.. code-block:: pycon\n\n    Search results for \"Tobi dollars\":\n        - Tobi wants four dollars\n\nWe can tweak pyreds to perform a union by passing either \"union\" or \"or\" to `Search#type()` between `Search#query()` and `Query#end()`, indicating that any of the constants computed may be present for the id to match.\n\n.. code-block:: pycon\n\n    >>> ids = search.query('tobi dollars').type('or').end()\n    >>> print('Search results for \"Tobi dollars\"'))\n    >>> for id in ids:\n    ...     print('  - {}'.format(strs[id]))\n\nThe union search would yield the following since three strings contain either \"Tobi\" or \"dollars\":\n\n.. code-block:: pycon\n\n    Search results for \"tobi dollars\":\n        - Tobi wants four dollars\n        - Tobi only wants $4\n        - Loki, Jane, and Tobi are ferrets\n\nAPI\n---\n\n.. code-block:: pycon\n\n    >>> search = pyreds.create_search(key)\n    >>> search.index(text, id)\n    >>> search.remove(id)\n    >>> query = search.query(text[, type]) # will return a `Query` instance\n    >>>\n    >>> query.between(start, stop)\n    >>> query.type(type)\n    >>> query.end()\n\nLICENSE\n-------\n\nThe MIT License",
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        "license": "MIT",
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