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author | Wojtek Kosior <koszko@koszko.org> | 2022-07-09 09:03:36 +0200 |
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committer | Wojtek Kosior <koszko@koszko.org> | 2022-07-09 09:03:36 +0200 |
commit | e55faf7dd0c13af4c4eaf94ebe0f2ae18799898a (patch) | |
tree | fd372e8d5686185ad06675f0d93dbe2c61ddd7dd /README.rst | |
parent | ca42184b18f521ac84ed98c371528af4ac2640e3 (diff) | |
parent | 9f7f7386c7fe49b249f6dd8c558266ce65e407dd (diff) | |
download | immutables-e55faf7dd0c13af4c4eaf94ebe0f2ae18799898a.tar.gz immutables-e55faf7dd0c13af4c4eaf94ebe0f2ae18799898a.zip |
Update upstream source from tag 'upstream/0.18'
Update to upstream version '0.18'
with Debian dir 4633953086f923825337301a18d98b4bc0c0e8b4
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diff --git a/README.rst b/README.rst new file mode 100644 index 0000000..e14d321 --- /dev/null +++ b/README.rst @@ -0,0 +1,123 @@ +immutables +========== + +.. image:: https://github.com/MagicStack/immutables/workflows/Tests/badge.svg?branch=master + :target: https://github.com/MagicStack/immutables/actions?query=workflow%3ATests+branch%3Amaster+event%3Apush + +.. image:: https://img.shields.io/pypi/v/immutables.svg + :target: https://pypi.python.org/pypi/immutables + +An immutable mapping type for Python. + +The underlying datastructure is a Hash Array Mapped Trie (HAMT) +used in Clojure, Scala, Haskell, and other functional languages. +This implementation is used in CPython 3.7 in the ``contextvars`` +module (see `PEP 550 <https://www.python.org/dev/peps/pep-0550/>`_ and +`PEP 567 <https://www.python.org/dev/peps/pep-0567/>`_ for more details). + +Immutable mappings based on HAMT have O(log N) performance for both +``set()`` and ``get()`` operations, which is essentially O(1) for +relatively small mappings. + +Below is a visualization of a simple get/set benchmark comparing +HAMT to an immutable mapping implemented with a Python dict +copy-on-write approach (the benchmark code is available +`here <https://gist.github.com/1st1/292e3f0bbe43bd65ff3256f80aa2637d>`_): + +.. image:: bench.png + + +Installation +------------ + +``immutables`` requires Python 3.6+ and is available on PyPI:: + + $ pip install immutables + + +API +--- + +``immutables.Map`` is an unordered immutable mapping. ``Map`` objects +are hashable, comparable, and pickleable. + +The ``Map`` object implements the ``collections.abc.Mapping`` ABC +so working with it is very similar to working with Python dicts: + +.. code-block:: python + + import immutables + + map = immutables.Map(a=1, b=2) + + print(map['a']) + # will print '1' + + print(map.get('z', 100)) + # will print '100' + + print('z' in map) + # will print 'False' + +Since Maps are immutable, there is a special API for mutations that +allow apply changes to the Map object and create new (derived) Maps: + +.. code-block:: python + + map2 = map.set('a', 10) + print(map, map2) + # will print: + # <immutables.Map({'a': 1, 'b': 2})> + # <immutables.Map({'a': 10, 'b': 2})> + + map3 = map2.delete('b') + print(map, map2, map3) + # will print: + # <immutables.Map({'a': 1, 'b': 2})> + # <immutables.Map({'a': 10, 'b': 2})> + # <immutables.Map({'a': 10})> + +Maps also implement APIs for bulk updates: ``MapMutation`` objects: + +.. code-block:: python + + map_mutation = map.mutate() + map_mutation['a'] = 100 + del map_mutation['b'] + map_mutation.set('y', 'y') + + map2 = map_mutation.finish() + + print(map, map2) + # will print: + # <immutables.Map({'a': 1, 'b': 2})> + # <immutables.Map({'a': 100, 'y': 'y'})> + +``MapMutation`` objects are context managers. Here's the above example +rewritten in a more idiomatic way: + +.. code-block:: python + + with map.mutate() as mm: + mm['a'] = 100 + del mm['b'] + mm.set('y', 'y') + map2 = mm.finish() + + print(map, map2) + # will print: + # <immutables.Map({'a': 1, 'b': 2})> + # <immutables.Map({'a': 100, 'y': 'y'})> + + +Further development +------------------- + +* An immutable version of Python ``set`` type with efficient + ``add()`` and ``discard()`` operations. + + +License +------- + +Apache 2.0 |