{
    "info": {
        "author": "G\u00fcnther Jena",
        "author_email": "guenther@jena.at",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 5 - Production/Stable",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License",
            "Natural Language :: English",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7"
        ],
        "description": "===================\nPython Broqer\n===================\n\n.. image:: https://img.shields.io/pypi/v/broqer.svg\n  :target: https://pypi.python.org/pypi/broqer\n\n.. image:: https://img.shields.io/travis/semiversus/python-broqer/master.svg\n  :target: https://travis-ci.org/semiversus/python-broqer\n\n.. image:: https://readthedocs.org/projects/python-broqer/badge/?version=latest\n  :target: https://python-broqer.readthedocs.io/en/latest\n\n.. image:: https://codecov.io/gh/semiversus/python-broqer/branch/master/graph/badge.svg\n  :target: https://codecov.io/gh/semiversus/python-broqer\n\n.. image:: https://img.shields.io/github/license/semiversus/python-broqer.svg\n  :target: https://en.wikipedia.org/wiki/MIT_License\n\nInitial focus on embedded systems *Broqer* can be used wherever continuous streams of data have to be processed - and they are everywhere. Watch out!\n\n.. image:: https://cdn.rawgit.com/semiversus/python-broqer/7beb7379/docs/logo.svg\n\n.. header\n\nSynopsis\n========\n\n- Pure python implementation without dependencies\n- Under MIT license (2018 G\u00fcnther Jena)\n- Source is hosted on GitHub.com_\n- Documentation is hosted on ReadTheDocs.com_\n- Tested on Python 3.5, 3.6, 3.7 and 3.8-dev\n- Unit tested with pytest_, coding style checked with Flake8_, static type checked with mypy_, static code checked with Pylint_, documented with Sphinx_\n- Operators known from ReactiveX_ and other streaming frameworks (like Map_, CombineLatest_, ...)\n- Broker functionality via Hub_\n\n  + Centralised object to keep track of publishers and subscribers\n  + Starting point to build applications with a microservice architecture\n\n.. _pytest: https://docs.pytest.org/en/latest\n.. _Flake8: http://flake8.pycqa.org/en/latest/\n.. _mypy: http://mypy-lang.org/\n.. _Pylint: https://www.pylint.org/\n.. _Sphinx: http://www.sphinx-doc.org\n.. _GitHub.com: https://github.com/semiversus/python-broqer\n.. _ReadTheDocs.com: http://python-broqer.readthedocs.io\n.. _ReactiveX: http://reactivex.io/\n.. _Hub: https://python-broqer.readthedocs.io/en/latest/hub.html\n\nShowcase\n========\n\nIn other frameworks a *Publisher* is sometimes called *Oberservable*. A *Subscriber*\nis able to observe changes the publisher is emitting. With these basics you're\nable to use the observer pattern - let's see!\n\nObserver pattern\n----------------\n\nSubscribing to a publisher is done via the ``|`` operator - here used as a pipe.\nA simple subscriber is ``op.Sink`` which is calling a function with optional positional\nand keyword arguments.\n\n.. code-block:: python3\n\n    >>> from broqer import Value, op\n    >>> a = Value(5)  # create a value (publisher and subscriber with state)\n    >>> disposable = a | op.Sink(print, 'Change:')  # subscribe a callback\n    Change: 5\n\n    >>> a.emit(3)  # change the value\n    Change: 3\n\n    >>> disposable.dispose()  # unsubscribe\n\nCombine publishers with arithmetic operators\n--------------------------------------------\n\nYou're able to create publishers on the fly by combining two publishers with\nthe common operators (like ``+``, ``>``, ``<<``, ...).\n\n.. code-block:: python3\n\n    >>> from broqer import Value, op\n    >>> a = Value(1)\n    >>> b = Value(3)\n\n    >>> c = a * 3 > b  # create a new publisher via operator overloading\n    >>> c | op.Sink(print, 'c:')\n    c: False\n\n    >>> a.emit(1)  # will not change the state of c\n    >>> a.emit(2)\n    c: True\n\nAlso fancy stuff like getting item by index or key is possible:\n\n.. code-block:: python3\n\n    >>> i = Value('a')\n    >>> d = Value({'a':100, 'b':200, 'c':300})\n\n    >>> d[i] | op.Sink(print, 'r:')\n    r: 100\n\n    >>> i.emit('c')\n    r: 300\n    >>> d.emit({'c':123})\n    r: 123\n\nSome python built in functions can't return Publishers (e.g. ``len()`` needs to\nreturn an integer). For this cases special functions are defined in broqer: ``Str``,\n``Int``, ``Float``, ``Len`` and ``In`` (for ``x in y``). Also other functions\nfor convenience are available: ``All``, ``Any``, ``BitwiseAnd`` and ``BitwiseOr``.\n\nAttribute access on a publisher is building a publisher where the actual attribute\naccess is done on emitting values. A publisher has to know, which type it should\nmimic - this is done via ``.inherit_type(type)``.\n\n.. code-block:: python3\n\n    >>> i = Value('Attribute access made REACTIVE')\n    >>> i.inherit_type(str)\n    >>> i.lower().split(sep=' ') | op.Sink(print)\n    ['attribute', 'access', 'made', 'reactive']\n\n    >>> i.emit('Reactive and pythonic')\n    ['reactive', 'and', 'pythonic']\n\nAsyncio Support\n---------------\n\nA lot of operators are made for asynchronous operations. You're able to debounce\nand throttle emits (via ``op.Debounce`` and ``op.Throttle``), sample and delay\n(via ``op.Sample`` and ``op.Delay``) or start coroutines and when finishing the\nresult will be emitted.\n\n.. code-block:: python3\n\n    >>> async def long_running_coro(value):\n    ...     await asyncio.sleep(3)\n    ...     return value + 1\n    ...\n    >>> a = Value(0)\n    >>> a | op.MapAsync(long_running_coro) | op.Sink(print, 'Result:')\n\nAfter 3 seconds the result will be:\n\n.. code-block:: bash\n\n    Result: 0\n\n``MapAsync`` supports various modes how to handle a new emit when a coroutine\nis running. Default is a concurrent run of coroutines, but also various queue\nor interrupt mode is available.\n\nEvery publisher can be awaited in coroutines:\n\n.. code-block:: python3\n\n    await signal_publisher\n\nFunction decorators\n-------------------\n\nMake your own operators on the fly with function decorators. Decorators are\navailable for ``Accumulate``, ``CombineLatest``, ``Filter``, ``Map``, ``MapAsync``,\n``MapThreaded``, ``Reduce`` and ``Sink``.\n\n.. code-block:: python3\n\n    >>> @build_map\n    ... def count_vowels(s):\n    ...     return sum([s.count(v) for v in 'aeiou'])\n\n    >>> msg = Value('Hello World!)\n    >>> msg | count_vowels() | Sink(print, 'Number of vowels:')\n    Number of vowels: 3\n    >>> msg.emit('Wahuuu')\n    Number of vowels: 4\n\nYou can even make configurable ``Map`` s and ``Filter`` s:\n\n.. code-block:: python3\n\n    >>> import re\n\n    >>> @build_filter\n    ... def filter_pattern(pattern, s):\n    ...     return re.search(pattern, s) is not None\n\n    >>> msg = Value('Cars passed: 135!')\n    >>> msg | filter_pattern('[0-9]*') | Sink(print)\n    Cars passed: 135!\n    >>> msg.emit('No cars have passed')\n    >>> msg.emit('Only 1 car has passed')\n    Only 1 car has passed\n\n\nInstall\n=======\n\n.. code-block:: bash\n\n    pip install broqer\n\nCredits\n=======\n\nBroqer was inspired by:\n\n* RxPY_: Reactive Extension for Python (by B\u00f8rge Lanes and Dag Brattli)\n* aioreactive_: Async/Await reactive tools for Python (by Dag Brattli)\n* streamz_: build pipelines to manage continuous streams of data (by Matthew Rocklin)\n* MQTT_: M2M connectivity protocol\n* Florian Feurstein: spending hours of discussion, coming up with great ideas and help me understand the concepts!\n\n.. _RxPY: https://github.com/ReactiveX/RxPY\n.. _aioreactive: https://github.com/dbrattli/aioreactive\n.. _streamz: https://github.com/mrocklin/streamz\n.. _MQTT: http://mqtt.org/\n.. _Subject: https://python-broqer.readthedocs.io/en/latest/subjects.html#subject\n.. _Value: https://python-broqer.readthedocs.io/en/latest/subjects.html#value\n.. _Publisher: https://python-broqer.readthedocs.io/en/latest/publishers.html#publisher\n.. _StatefulPublisher: https://python-broqer.readthedocs.io/en/latest/publishers.html#statefulpublisher\n.. _Subscriber: https://python-broqer.readthedocs.io/en/latest/subscribers.html#subscriber\n.. _Accumulate: https://python-broqer.readthedocs.io/en/latest/operators/accumulate.html\n.. _Cache: https://python-broqer.readthedocs.io/en/latest/operators/cache.html\n.. _CatchException: https://python-broqer.readthedocs.io/en/latest/operators/catch_exception.py\n.. _CombineLatest: https://python-broqer.readthedocs.io/en/latest/operators/combine_latest.py\n.. _Debounce: https://python-broqer.readthedocs.io/en/latest/operators/debounce.py\n.. _Delay: https://python-broqer.readthedocs.io/en/latest/operators/delay.py\n.. _Filter: https://python-broqer.readthedocs.io/en/latest/operators/filter_.py\n.. _FromPolling: https://python-broqer.readthedocs.io/en/latest/operators/publishers/from_polling.py\n.. _MapAsync: https://python-broqer.readthedocs.io/en/latest/operators/map_async.py\n.. _MapThreaded: https://python-broqer.readthedocs.io/en/latest/operators/map_threaded.py\n.. _Map: https://python-broqer.readthedocs.io/en/latest/operators/map_.py\n.. _Merge: https://python-broqer.readthedocs.io/en/latest/operators/merge.py\n.. _Partition: https://python-broqer.readthedocs.io/en/latest/operators/partition.py\n.. _Reduce: https://python-broqer.readthedocs.io/en/latest/operators/reduce.py\n.. _Replace: https://python-broqer.readthedocs.io/en/latest/operators/replace.py\n.. _Sample: https://python-broqer.readthedocs.io/en/latest/operators/sample.py\n.. _Sink: https://python-broqer.readthedocs.io/en/latest/operators/subscribers/sink.py\n.. _SinkAsync: https://python-broqer.readthedocs.io/en/latest/operators/subscribers/sink_async.py\n.. _SlidingWindow: https://python-broqer.readthedocs.io/en/latest/operators/sliding_window.py\n.. _Switch: https://python-broqer.readthedocs.io/en/latest/operators/switch.py\n.. _Throttle: https://python-broqer.readthedocs.io/en/latest/operators/throttle.py\n.. _OnEmitFuture: https://python-broqer.readthedocs.io/en/latest/subscribers.html#trace\n.. _Trace: https://python-broqer.readthedocs.io/en/latest/subscribers.html#trace\n.. _hub.utils.TopicMapper: https://python-broqer.readthedocs.io/en/latest/subscribers.html#trace\n\n.. api\n\nAPI\n===\n\nPublishers\n----------\n\nA Publisher_ is the source for messages.\n\nUsing ``asyncio`` event loop:\n\n+------------------------------------+--------------------------------------------------------------------------+\n| Publisher_ ()                      | Basic publisher                                                          |\n+------------------------------------+--------------------------------------------------------------------------+\n| StatefulPublisher_ (init)          | Publisher keeping an internal state                                      |\n+------------------------------------+--------------------------------------------------------------------------+\n| FromPolling_ (interval, func, ...) | Call ``func(*args, **kwargs)`` periodically and emit the returned values |\n+------------------------------------+--------------------------------------------------------------------------+\n\nOperators\n---------\n\n+-------------------------------------+-----------------------------------------------------------------------------+\n| Accumulate_ (func, init)            | Apply ``func(value, state)`` which is returning new state and value to emit |\n+-------------------------------------+-----------------------------------------------------------------------------+\n| Cache_ (\\*init)                     | Caching the emitted values to access it via ``.cache`` property             |\n+-------------------------------------+-----------------------------------------------------------------------------+\n| CatchException_ (\\*exceptions)      | Catching exceptions of following operators in the pipelines                 |\n+-------------------------------------+-----------------------------------------------------------------------------+\n| CombineLatest_ (\\*publishers)       | Combine the latest emit of multiple publishers and emit the combination     |\n+-------------------------------------+-----------------------------------------------------------------------------+\n| Filter_ (predicate, ...)            | Filters values based on a ``predicate`` function                            |\n+-------------------------------------+-----------------------------------------------------------------------------+\n| Map_ (map_func, \\*args, \\*\\*kwargs) | Apply ``map_func(*args, value, **kwargs)`` to each emitted value            |\n+-------------------------------------+-----------------------------------------------------------------------------+\n| Merge_ (\\*publishers)               | Merge emits of multiple publishers into one stream                          |\n+-------------------------------------+-----------------------------------------------------------------------------+\n| Partition_ (size)                   | Group ``size`` emits into one emit as tuple                                 |\n+-------------------------------------+-----------------------------------------------------------------------------+\n| Reduce_ (func, init)                | Apply ``func`` to the current emitted value and the last result of ``func`` |\n+-------------------------------------+-----------------------------------------------------------------------------+\n| Replace_ (value)                    | Replace each received value by the given value                              |\n+-------------------------------------+-----------------------------------------------------------------------------+\n| SlidingWindow_ (size, ...)          | Group ``size`` emitted values overlapping                                   |\n+-------------------------------------+-----------------------------------------------------------------------------+\n| Switch_ (mapping)                   | Emit selected source mapped by ``mapping``                                  |\n+-------------------------------------+-----------------------------------------------------------------------------+\n\nUsing ``asyncio`` event loop:\n\n+-------------------------------------+-------------------------------------------------------------------------+\n| Debounce_ (duetime, \\*reset_value)  | Emit a value only after a given idle time (emits meanwhile are skipped) |\n+-------------------------------------+-------------------------------------------------------------------------+\n| Delay_ (delay)                      | Emit every value delayed by the given time                              |\n+-------------------------------------+-------------------------------------------------------------------------+\n| MapAsync_ (map_coro, mode, ...)     | Apply ``map_coro`` to each emitted value allowing async processing      |\n+-------------------------------------+-------------------------------------------------------------------------+\n| MapThreaded_ (map_func, mode, ...)  | Apply ``map_func`` to each emitted value allowing threaded processing   |\n+-------------------------------------+-------------------------------------------------------------------------+\n| Sample_ (interval)                  | Emit the last received value periodically                               |\n+-------------------------------------+-------------------------------------------------------------------------+\n| Throttle_ (duration)                | Rate limit emits by the given time                                      |\n+-------------------------------------+-------------------------------------------------------------------------+\n\nSubscribers\n-----------\n\nA Subscriber_ is the sink for messages.\n\n+----------------------------------+--------------------------------------------------------------+\n| Sink_ (func, \\*args, \\*\\*kwargs) | Apply ``func(*args, value, **kwargs)`` to each emitted value |\n+----------------------------------+--------------------------------------------------------------+\n| SinkAsync_ (coro, ...)           | Start ``coro(*args, value, **kwargs)`` like MapAsync_        |\n+----------------------------------+--------------------------------------------------------------+\n| OnEmitFuture_ (timeout=None)     | Build a future able to await for                             |\n+----------------------------------+--------------------------------------------------------------+\n| hub.utils.TopicMapper_ (d)       | Update a dictionary with changes from topics                 |\n+----------------------------------+--------------------------------------------------------------+\n| Trace_ (d)                       | Debug output for publishers                                  |\n+----------------------------------+--------------------------------------------------------------+\n\nSubjects\n--------\n\n+--------------------------+--------------------------------------------------------------+\n| Subject_ ()              | Source with ``.emit(*args)`` method to publish a new message |\n+--------------------------+--------------------------------------------------------------+\n| Value_ (\\*init)          | Source with a state (initialized via ``init``)               |\n+--------------------------+--------------------------------------------------------------+\n\n\n",
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