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        "author": "Shenggao Zhu",
        "author_email": "zshgao@gmail.com",
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        "classifiers": [
            "Development Status :: 4 - Beta",
            "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 :: 3.3",
            "Programming Language :: Python :: 3.4",
            "Programming Language :: Python :: 3.5",
            "Topic :: Scientific/Engineering :: Mathematics",
            "Topic :: Software Development :: Libraries :: Python Modules",
            "Topic :: Utilities"
        ],
        "description": "MIDict (Multi-Index Dict)\n=========================\n\n.. image:: https://img.shields.io/pypi/l/midict.svg\n    :alt: License\n    :target: ./LICENSE\n\n.. image:: https://img.shields.io/pypi/v/midict.svg\n    :target: https://pypi.python.org/pypi/midict\n    :alt: PyPI Release\n\n.. image:: https://img.shields.io/pypi/pyversions/midict.svg\n    :target: https://pypi.python.org/pypi/midict\n    :alt: Supported Python versions\n\n.. .. image:: https://img.shields.io/pypi/dm/midict.svg\n    :target: https://pypi.python.org/pypi/midict\n    :alt: PyPI Downloads\n\n.. image:: https://readthedocs.org/projects/midict/badge/?version=latest\n    :target: https://midict.readthedocs.org/\n    :alt: Documentation\n\n.. image:: https://travis-ci.org/ShenggaoZhu/midict.svg?branch=master\n    :target: https://travis-ci.org/ShenggaoZhu/midict\n    :alt: Travis Build Status\n\n.. image:: https://coveralls.io/repos/github/ShenggaoZhu/midict/badge.svg?branch=master\n    :target: https://coveralls.io/github/ShenggaoZhu/midict?branch=master\n    :alt: Test coverage\n\n\n.. image:: https://api.codacy.com/project/badge/Grade/206345cabe8f44598c3632fb0a553eb1\n    :target: https://www.codacy.com/app/zshgao/midict\n    :alt: Code quality\n\n\n\n``MIDict`` is an ordered \"dictionary\" with multiple indices\nwhere any index can serve as \"keys\" or \"values\",\ncapable of assessing multiple values via its powerful indexing syntax,\nand suitable as a bidirectional/inverse dict (a drop-in replacement\nfor dict/OrderedDict in Python 2 & 3).\n\n\n\n\nFeatures\n--------\n\n* Multiple indices\n* Multi-value indexing syntax\n* Convenient indexing shortcuts\n* Bidirectional/inverse dict\n* Compatible with normal dict in Python 2 & 3\n* Accessing keys via attributes\n* Extended methods for multi-indices\n* Additional APIs to handle indices\n* Duplicate keys/values handling\n\n\nQuickstart\n----------\n\n+---------+---------+---------+\n|  name   |   uid   |   ip    |\n+=========+=========+=========+\n|  jack   |    1    |  192.1  |\n+---------+---------+---------+\n|  tony   |    2    |  192.2  |\n+---------+---------+---------+\n\nThe above table-like data set (with multiple columns/indices) can be represented using a ``MIDict``:\n\n.. code-block:: python\n\n    user = MIDict([['jack', 1, '192.1'], # list of items (rows of data)\n                   ['tony', 2, '192.2']],\n                  ['name', 'uid', 'ip']) # a list of index names\n\nAccess a key and get a value or a list of values (similar to a normal ``dict``):\n\n.. code-block:: python\n\n    user['jack'] == [1, '192.1']\n\nAny index (column) can be used as the \"keys\" or \"values\" via the advanced\n\"multi-indexing\" syntax ``d[index_key:key, index_value]``.\nBoth ``index_key`` and ``index_value`` can be a normal index name\nor an ``int`` (the order the index), and ``index_value`` can also be a\n``tuple``, ``list`` or ``slice`` object to specify multiple values, e.g.:\n\n.. code-block:: python\n\n    user['name':'jack', 'uid'] == 1\n    user['ip':'192.1', 'name'] == 'jack'\n\n    user['name':'jack', ('uid', 'ip')] == [1, '192.1']\n    user[0:'jack', [1, 2]]             == [1, '192.1']\n    user['name':'jack', 'uid':]        == [1, '192.1']\n\nThe \"multi-indexing\" syntax also has convenient shortcuts:\n\n.. code-block:: python\n\n    user['jack'] == [1, '192.1']\n    user[:'192.1'] == ['jack', 1]\n    user['jack', :] == ['jack', 1, '192.1']\n\nA ``MIDict`` with 2 indices can be used as a bidirectional/inverse dict:\n\n.. code-block:: python\n\n    mi_dict = MIDict(jack=1, tony=2)\n\n    mi_dict['jack'] == 1 # forward indexing: d[key] -> value\n    mi_dict[:1]     == 'jack' # backward/inverse indexing: d[:value] -> key\n\n\n\nDocumentation\n-------------\n\nSee https://midict.readthedocs.io\n\n\nInstallation\n------------\n\n``pip install midict``\n\nPyPI repository: https://pypi.python.org/pypi/midict\n\nDevelopment\n-----------\n\nSource code:  https://github.com/ShenggaoZhu/midict\n\nReport issues: https://github.com/ShenggaoZhu/midict/issues/new\n\nTesting\n^^^^^^^\n\n``python tests/tests.py``\n\nTested with both Python 2.7 and Python 3,3, 3.4, 3.5.",
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        "keywords": "dict,dictionary,mapping,bidirectional,bijective,two-way,double,inverse,reverse,multiple,index,multiple indices,multiple values,multiple keys,MIMapping,MIDict,FrozenMIDict,AttrDict,IndexDict,multi-indexing syntax",
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