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        "author": "Brian Pugh",
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            "Development Status :: 2 - Pre-Alpha",
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            "License :: OSI Approved :: MIT License",
            "Natural Language :: English",
            "Programming Language :: Python :: 3",
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        "description": ".. image:: https://raw.githubusercontent.com/BrianPugh/lox/master/assets/lox_200w.png\n\n\n.. image:: https://img.shields.io/pypi/v/lox.svg\n        :target: https://pypi.python.org/pypi/lox\n\n.. image:: https://circleci.com/gh/BrianPugh/lox.svg?style=svg\n        :target: https://circleci.com/gh/BrianPugh/lox\n\n.. image:: https://readthedocs.org/projects/lox/badge/?version=latest\n        :target: https://lox.readthedocs.io/en/latest/?badge=latest\n        :alt: Documentation Status\n\n.. image:: https://pyup.io/repos/github/BrianPugh/lox/shield.svg\n        :target: https://pyup.io/repos/github/BrianPugh/lox/\n        :alt: Updates\n\n\nThreading and multiprocessing made easy.\n\n\n* Free software: MIT license\n* Documentation: https://lox.readthedocs.io.\n* Python >=3.5\n\n\n**Lox** provides decorators and synchronization primitives to quickly add \nconcurrency to your projects.\n\nInstallation\n------------\n\n    pip3 install --user lox\n\nFeatures\n--------\n\n* **Multithreading**: Powerful, intuitive multithreading in just 2 additional lines of code.\n\n* **Multiprocessing**: Truly parallel function execution with the same interface as **multithreading**.\n\n* **Synchronization**: Advanced thread synchronization, communication, and resource management tools.\n\nTodos\n-----\n\n* All objects except ``lox.process`` are for threads. These will eventually be multiprocess friendly.\n\n* Chaining of scatter calls to multiple worker pools\n\nUsage\n-----\n\nEasy Multithreading\n^^^^^^^^^^^^^^^^^^^\n\n    >>> import lox\n    >>>\n    >>> @lox.thread(4) # Will operate with a maximum of 4 threads\n    ... def foo(x,y):\n    ...     return x*y\n    >>> foo(3,4) # normal function calls still work\n    12\n    >>> for i in range(5):\n    ...     foo.scatter(i, i+1)\n    -ignore-\n    >>> # foo is currently being executed in 4 threads\n    >>> results = foo.gather() # block until results are ready\n    >>> print(results) # Results are in the same order as scatter() calls\n    [0, 2, 6, 12, 20]\n\nEasy Multiprocessing\n^^^^^^^^^^^^^^^^^^^^\n\n    >>> import lox\n    >>>\n    >>> @lox.process(4) # Will operate with a pool of 4 processes\n    ... def foo(x,y):\n    ...     return x*y\n    >>> foo(3,4) # normal function calls still work\n    12\n    >>> for i in range(5):\n    ...     foo.scatter(i, i+1)\n    -ignore-\n    >>> # foo is currently being executed in 4 processes\n    >>> results = foo.gather() # block until results are ready\n    >>> print(results) # Results are in the same order as scatter() calls\n    [0, 2, 6, 12, 20]\n\n\n\n=======\nHistory\n=======\n\n0.6.3 (2019-07-30)\n------------------\n* Alternative fix for 0.6.2.\n\n0.6.2 (2019-07-21)\n------------------\n* Update dependencies\n* Fix garbage-collecting exclusiviity\n\n0.6.1 (2019-07-21)\n------------------\n* Fix memory leak in ``lox.process``.\n\n0.6.0 (2019-07-21)\n------------------\n\n* ``lox.Announcement`` ``subscribe()`` calls now return another ``Announcement``\n  object that behaves like a queue instead of an actual queue. Allows for \n  many-queue-to-many-queue communications.\n\n* New Object: ``lox.Funnel``. allows for waiting on many queues for a complete\n  set of inputs indicated by a job ID.\n\n0.5.0 (2019-07-01)\n------------------\n\n* New Object: ``lox.Announcement``. Allows a one-to-many thread queue with \n  backlog support so that late subscribers can still get all (or most recent) \n  announcements before they subscribed.\n\n* New Feature: ``lox.thread``  ``scatter`` calls can now be chained together.\n  ``scatter`` now returns an ``int`` subclass that contains metadata to allow \n  chaining. Each scatter call can have a maximum of 1 previous ``scatter`` result.\n\n* Documentation updates, theming, and logos\n\n0.4.3 (2019-06-24)\n------------------\n* Garbage collect cached decorated object methods\n\n0.4.2 (2019-06-23)\n------------------\n* Fixed multiple instances and successive scatter and gather calls to wrapped methods\n\n0.4.1 (2019-06-23)\n------------------\n* Fixed broken workers and unit tests for workers\n\n0.4.0 (2019-06-22)\n------------------\n* Semi-breaking change: **lox.thread** and **lox.process** now automatically pass\n  the object instance when decorating a method.\n\n0.3.4 (2019-06-20)\n------------------\n* Print traceback in red when a thread crashes\n\n0.3.3 (2019-06-19)\n------------------\n* Fix bug where thread in scatter of lox.thread double releases on empty queue\n\n0.3.2 (2019-06-17)\n------------------\n\n* Fix manifest for installation from wheel\n\n0.3.1 (2019-06-17)\n------------------\n\n* Fix package on pypi\n\n0.3.0 (2019-06-01)\n------------------\n\n* Multiprocessing decorator. **lox.pool** renamed to **lox.thread**\n\n* Substantial pytest bug fixes\n\n* Documentation examples\n\n* timeout for RWLock\n\n0.2.1 (2019-05-25)\n------------------\n\n* Fix IndexSemaphore context manager\n\n0.2.0 (2019-05-24)\n------------------\n\n* Added QLock\n\n* Documentation syntax fixes\n\n0.1.1 (2019-05-24)\n------------------\n\n* CICD test\n\n0.1.0 (2019-05-24)\n------------------\n\n* First release on PyPI.\n\n\n",
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