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        "author": "MagicStack Inc",
        "author_email": "hello@magic.io",
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        "description": "immutables\n==========\n\n.. image:: https://travis-ci.org/MagicStack/immutables.svg?branch=master\n    :target: https://travis-ci.org/MagicStack/immutables\n\n.. image:: https://ci.appveyor.com/api/projects/status/tgbc6tq56u63qqhf?svg=true\n    :target: https://ci.appveyor.com/project/MagicStack/immutables\n\n.. image:: https://img.shields.io/pypi/v/immutables.svg\n    :target: https://pypi.python.org/pypi/immutables\n\nAn immutable mapping type for Python.\n\nThe underlying datastructure is a Hash Array Mapped Trie (HAMT)\nused in Clojure, Scala, Haskell, and other functional languages.\nThis implementation is used in CPython 3.7 in the ``contextvars``\nmodule (see PEP 550 and PEP 567 for more details).\n\nImmutable mappings based on HAMT have O(log N) performance for both\n``set()`` and ``get()`` operations, which is essentially O(1) for\nrelatively small mappings.\n\nBelow is a visualization of a simple get/set benchmark comparing\nHAMT to an immutable mapping implemented with a Python dict\ncopy-on-write approach (the benchmark code is available\n`here <https://gist.github.com/1st1/292e3f0bbe43bd65ff3256f80aa2637d>`_):\n\n.. image:: bench.png\n\n\nInstallation\n------------\n\n``immutables`` requires Python 3.5+ and is available on PyPI::\n\n    $ pip install immutables\n\n\nAPI\n---\n\n``immutables.Map`` is an unordered immutable mapping.  ``Map`` objects\nare hashable, comparable, and pickleable.\n\nThe ``Map`` object implements the ``collections.abc.Mapping`` ABC\nso working with it is very similar to working with Python dicts:\n\n.. code-block:: python\n\n    import immutables\n\n    map = immutables.Map(a=1, b=2)\n\n    print(map['a'])\n    # will print '1'\n\n    print(map.get('z', 100))\n    # will print '100'\n\n    print('z' in map)\n    # will print 'False'\n\nSince Maps are immutable, there is a special API for mutations that\nallow apply changes to the Map object and create new (derived) Maps:\n\n.. code-block:: python\n\n    map2 = map.set('a', 10)\n    print(map, map2)\n    # will print:\n    #   <immutables.Map({'a': 1, 'b': 2})>\n    #   <immutables.Map({'a': 10, 'b': 2})>\n\n    map3 = map2.delete('b')\n    print(map, map2, map3)\n    # will print:\n    #   <immutables.Map({'a': 1, 'b': 2})>\n    #   <immutables.Map({'a': 10, 'b': 2})>\n    #   <immutables.Map({'a': 10})>\n\nMaps also implement APIs for bulk updates: ``MapMutation`` objects:\n\n.. code-block:: python\n\n    map_mutation = map.mutate()\n    map_mutation['a'] = 100\n    del map_mutation['b']\n    map_mutation.set('y', 'y')\n\n    map2 = map_mutation.finish()\n\n    print(map, map2)\n    # will print:\n    #   <immutables.Map({'a': 1, 'b': 2})>\n    #   <immutables.Map({'a': 100, 'y': 'y'})>\n\n``MapMutation`` objects are context managers.  Here's the above example\nrewritten in a more idiomatic way:\n\n.. code-block:: python\n\n    with map.mutate() as mm:\n        mm['a'] = 100\n        del mm['b']\n        mm.set('y', 'y')\n        map2 = mm.finish()\n\n    print(map, map2)\n    # will print:\n    #   <immutables.Map({'a': 1, 'b': 2})>\n    #   <immutables.Map({'a': 100, 'y': 'y'})>\n\n\nFurther development\n-------------------\n\n* An immutable version of Python ``set`` type with efficient\n  ``add()`` and ``discard()`` operations.\n\n\nLicense\n-------\n\nApache 2.0\n\n\n",
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