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"description": "Distributed Task Queue.\n.. image:: http://docs.celeryproject.org/en/latest/_images/celery-banner-small.png\n\n|build-status| |coverage| |license| |wheel| |pyversion| |pyimp| |ocbackerbadge| |ocsponsorbadge|\n\n:Version: 4.4.7 (cliffs)\n:Web: http://celeryproject.org/\n:Download: https://pypi.org/project/celery/\n:Source: https://github.com/celery/celery/\n:Keywords: task, queue, job, async, rabbitmq, amqp, redis,\n python, distributed, actors\n\nDonations\n=========\n\nThis project relies on your generous donations.\n\nIf you are using Celery to create a commercial product, please consider becoming our `backer`_ or our `sponsor`_ to ensure Celery's future.\n\n.. _`backer`: https://opencollective.com/celery#backer\n.. _`sponsor`: https://opencollective.com/celery#sponsor\n\nFor enterprise\n==============\n\nAvailable as part of the Tidelift Subscription.\n\nThe maintainers of ``celery`` and thousands of other packages are working with Tidelift to deliver commercial support and maintenance for the open source dependencies you use to build your applications. Save time, reduce risk, and improve code health, while paying the maintainers of the exact dependencies you use. `Learn more. <https://tidelift.com/subscription/pkg/pypi-celery?utm_source=pypi-celery&utm_medium=referral&utm_campaign=enterprise&utm_term=repo>`_\n\nWhat's a Task Queue?\n====================\n\nTask queues are used as a mechanism to distribute work across threads or\nmachines.\n\nA task queue's input is a unit of work, called a task, dedicated worker\nprocesses then constantly monitor the queue for new work to perform.\n\nCelery communicates via messages, usually using a broker\nto mediate between clients and workers. To initiate a task a client puts a\nmessage on the queue, the broker then delivers the message to a worker.\n\nA Celery system can consist of multiple workers and brokers, giving way\nto high availability and horizontal scaling.\n\nCelery is written in Python, but the protocol can be implemented in any\nlanguage. In addition to Python there's node-celery_ for Node.js,\na `PHP client`_, `gocelery`_ for golang, and rusty-celery_ for Rust.\n\nLanguage interoperability can also be achieved by using webhooks\nin such a way that the client enqueues an URL to be requested by a worker.\n\n.. _node-celery: https://github.com/mher/node-celery\n.. _`PHP client`: https://github.com/gjedeer/celery-php\n.. _`gocelery`: https://github.com/gocelery/gocelery\n.. _rusty-celery: https://github.com/rusty-celery/rusty-celery\n\nWhat do I need?\n===============\n\nCelery version 4.4.0 runs on,\n\n- Python (2.7, 3.5, 3.6, 3.7, 3.8)\n- PyPy2.7 (7.2)\n- PyPy3.5 (7.1)\n- PyPy3.6 (7.6)\n\n\n4.x.x is the last version to support Python 2.7,\nand from the next major version (Celery 5.x) Python 3.6 or newer is required.\n\nIf you're running an older version of Python, you need to be running\nan older version of Celery:\n\n- Python 2.6: Celery series 3.1 or earlier.\n- Python 2.5: Celery series 3.0 or earlier.\n- Python 2.4 was Celery series 2.2 or earlier.\n\nCelery is a project with minimal funding,\nso we don't support Microsoft Windows.\nPlease don't open any issues related to that platform.\n\n*Celery* is usually used with a message broker to send and receive messages.\nThe RabbitMQ, Redis transports are feature complete,\nbut there's also experimental support for a myriad of other solutions, including\nusing SQLite for local development.\n\n*Celery* can run on a single machine, on multiple machines, or even\nacross datacenters.\n\nGet Started\n===========\n\nIf this is the first time you're trying to use Celery, or you're\nnew to Celery 4.4 coming from previous versions then you should read our\ngetting started tutorials:\n\n- `First steps with Celery`_\n\n Tutorial teaching you the bare minimum needed to get started with Celery.\n\n- `Next steps`_\n\n A more complete overview, showing more features.\n\n.. _`First steps with Celery`:\n http://docs.celeryproject.org/en/latest/getting-started/first-steps-with-celery.html\n\n.. _`Next steps`:\n http://docs.celeryproject.org/en/latest/getting-started/next-steps.html\n\nCelery is...\n=============\n\n- **Simple**\n\n Celery is easy to use and maintain, and does *not need configuration files*.\n\n It has an active, friendly community you can talk to for support,\n like at our `mailing-list`_, or the IRC channel.\n\n Here's one of the simplest applications you can make::\n\n from celery import Celery\n\n app = Celery('hello', broker='amqp://guest@localhost//')\n\n @app.task\n def hello():\n return 'hello world'\n\n- **Highly Available**\n\n Workers and clients will automatically retry in the event\n of connection loss or failure, and some brokers support\n HA in way of *Primary/Primary* or *Primary/Replica* replication.\n\n- **Fast**\n\n A single Celery process can process millions of tasks a minute,\n with sub-millisecond round-trip latency (using RabbitMQ,\n py-librabbitmq, and optimized settings).\n\n- **Flexible**\n\n Almost every part of *Celery* can be extended or used on its own,\n Custom pool implementations, serializers, compression schemes, logging,\n schedulers, consumers, producers, broker transports, and much more.\n\nIt supports...\n================\n\n - **Message Transports**\n\n - RabbitMQ_, Redis_, Amazon SQS\n\n - **Concurrency**\n\n - Prefork, Eventlet_, gevent_, single threaded (``solo``)\n\n - **Result Stores**\n\n - AMQP, Redis\n - memcached\n - SQLAlchemy, Django ORM\n - Apache Cassandra, IronCache, Elasticsearch\n\n - **Serialization**\n\n - *pickle*, *json*, *yaml*, *msgpack*.\n - *zlib*, *bzip2* compression.\n - Cryptographic message signing.\n\n.. _`Eventlet`: http://eventlet.net/\n.. _`gevent`: http://gevent.org/\n\n.. _RabbitMQ: https://rabbitmq.com\n.. _Redis: https://redis.io\n.. _SQLAlchemy: http://sqlalchemy.org\n\nFramework Integration\n=====================\n\nCelery is easy to integrate with web frameworks, some of which even have\nintegration packages:\n\n +--------------------+------------------------+\n | `Django`_ | not needed |\n +--------------------+------------------------+\n | `Pyramid`_ | `pyramid_celery`_ |\n +--------------------+------------------------+\n | `Pylons`_ | `celery-pylons`_ |\n +--------------------+------------------------+\n | `Flask`_ | not needed |\n +--------------------+------------------------+\n | `web2py`_ | `web2py-celery`_ |\n +--------------------+------------------------+\n | `Tornado`_ | `tornado-celery`_ |\n +--------------------+------------------------+\n\nThe integration packages aren't strictly necessary, but they can make\ndevelopment easier, and sometimes they add important hooks like closing\ndatabase connections at ``fork``.\n\n.. _`Django`: https://djangoproject.com/\n.. _`Pylons`: http://pylonsproject.org/\n.. _`Flask`: http://flask.pocoo.org/\n.. _`web2py`: http://web2py.com/\n.. _`Bottle`: https://bottlepy.org/\n.. _`Pyramid`: http://docs.pylonsproject.org/en/latest/docs/pyramid.html\n.. _`pyramid_celery`: https://pypi.org/project/pyramid_celery/\n.. _`celery-pylons`: https://pypi.org/project/celery-pylons/\n.. _`web2py-celery`: https://code.google.com/p/web2py-celery/\n.. _`Tornado`: http://www.tornadoweb.org/\n.. _`tornado-celery`: https://github.com/mher/tornado-celery/\n\n.. _celery-documentation:\n\nDocumentation\n=============\n\nThe `latest documentation`_ is hosted at Read The Docs, containing user guides,\ntutorials, and an API reference.\n\n\u6700\u65b0\u7684\u4e2d\u6587\u6587\u6863\u6258\u7ba1\u5728 https://www.celerycn.io/ \u4e2d\uff0c\u5305\u542b\u7528\u6237\u6307\u5357\u3001\u6559\u7a0b\u3001API\u63a5\u53e3\u7b49\u3002\n\n.. _`latest documentation`: http://docs.celeryproject.org/en/latest/\n\n.. _celery-installation:\n\nInstallation\n============\n\nYou can install Celery either via the Python Package Index (PyPI)\nor from source.\n\nTo install using ``pip``:\n\n::\n\n\n $ pip install -U Celery\n\n.. _bundles:\n\nBundles\n-------\n\nCelery also defines a group of bundles that can be used\nto install Celery and the dependencies for a given feature.\n\nYou can specify these in your requirements or on the ``pip``\ncommand-line by using brackets. Multiple bundles can be specified by\nseparating them by commas.\n\n::\n\n\n $ pip install \"celery[librabbitmq]\"\n\n $ pip install \"celery[librabbitmq,redis,auth,msgpack]\"\n\nThe following bundles are available:\n\nSerializers\n~~~~~~~~~~~\n\n:``celery[auth]``:\n for using the ``auth`` security serializer.\n\n:``celery[msgpack]``:\n for using the msgpack serializer.\n\n:``celery[yaml]``:\n for using the yaml serializer.\n\nConcurrency\n~~~~~~~~~~~\n\n:``celery[eventlet]``:\n for using the ``eventlet`` pool.\n\n:``celery[gevent]``:\n for using the ``gevent`` pool.\n\nTransports and Backends\n~~~~~~~~~~~~~~~~~~~~~~~\n\n:``celery[librabbitmq]``:\n for using the librabbitmq C library.\n\n:``celery[redis]``:\n for using Redis as a message transport or as a result backend.\n\n:``celery[sqs]``:\n for using Amazon SQS as a message transport.\n\n:``celery[tblib``]:\n for using the ``task_remote_tracebacks`` feature.\n\n:``celery[memcache]``:\n for using Memcached as a result backend (using ``pylibmc``)\n\n:``celery[pymemcache]``:\n for using Memcached as a result backend (pure-Python implementation).\n\n:``celery[cassandra]``:\n for using Apache Cassandra as a result backend with DataStax driver.\n\n:``celery[azureblockblob]``:\n for using Azure Storage as a result backend (using ``azure-storage``)\n\n:``celery[s3]``:\n for using S3 Storage as a result backend.\n\n:``celery[couchbase]``:\n for using Couchbase as a result backend.\n\n:``celery[arangodb]``:\n for using ArangoDB as a result backend.\n\n:``celery[elasticsearch]``:\n for using Elasticsearch as a result backend.\n\n:``celery[riak]``:\n for using Riak as a result backend.\n\n:``celery[cosmosdbsql]``:\n for using Azure Cosmos DB as a result backend (using ``pydocumentdb``)\n\n:``celery[zookeeper]``:\n for using Zookeeper as a message transport.\n\n:``celery[sqlalchemy]``:\n for using SQLAlchemy as a result backend (*supported*).\n\n:``celery[pyro]``:\n for using the Pyro4 message transport (*experimental*).\n\n:``celery[slmq]``:\n for using the SoftLayer Message Queue transport (*experimental*).\n\n:``celery[consul]``:\n for using the Consul.io Key/Value store as a message transport or result backend (*experimental*).\n\n:``celery[django]``:\n specifies the lowest version possible for Django support.\n\n You should probably not use this in your requirements, it's here\n for informational purposes only.\n\n\n.. _celery-installing-from-source:\n\nDownloading and installing from source\n--------------------------------------\n\nDownload the latest version of Celery from PyPI:\n\nhttps://pypi.org/project/celery/\n\nYou can install it by doing the following,:\n\n::\n\n\n $ tar xvfz celery-0.0.0.tar.gz\n $ cd celery-0.0.0\n $ python setup.py build\n # python setup.py install\n\nThe last command must be executed as a privileged user if\nyou aren't currently using a virtualenv.\n\n.. _celery-installing-from-git:\n\nUsing the development version\n-----------------------------\n\nWith pip\n~~~~~~~~\n\nThe Celery development version also requires the development\nversions of ``kombu``, ``amqp``, ``billiard``, and ``vine``.\n\nYou can install the latest snapshot of these using the following\npip commands:\n\n::\n\n\n $ pip install https://github.com/celery/celery/zipball/master#egg=celery\n $ pip install https://github.com/celery/billiard/zipball/master#egg=billiard\n $ pip install https://github.com/celery/py-amqp/zipball/master#egg=amqp\n $ pip install https://github.com/celery/kombu/zipball/master#egg=kombu\n $ pip install https://github.com/celery/vine/zipball/master#egg=vine\n\nWith git\n~~~~~~~~\n\nPlease see the Contributing section.\n\n.. _getting-help:\n\nGetting Help\n============\n\n.. _mailing-list:\n\nMailing list\n------------\n\nFor discussions about the usage, development, and future of Celery,\nplease join the `celery-users`_ mailing list.\n\n.. _`celery-users`: https://groups.google.com/group/celery-users/\n\n.. _irc-channel:\n\nIRC\n---\n\nCome chat with us on IRC. The **#celery** channel is located at the `Freenode`_\nnetwork.\n\n.. _`Freenode`: https://freenode.net\n\n.. _bug-tracker:\n\nBug tracker\n===========\n\nIf you have any suggestions, bug reports, or annoyances please report them\nto our issue tracker at https://github.com/celery/celery/issues/\n\n.. _wiki:\n\nWiki\n====\n\nhttps://github.com/celery/celery/wiki\n\nCredits\n=======\n\n.. _contributing-short:\n\nContributors\n------------\n\nThis project exists thanks to all the people who contribute. Development of\n`celery` happens at GitHub: https://github.com/celery/celery\n\nYou're highly encouraged to participate in the development\nof `celery`. If you don't like GitHub (for some reason) you're welcome\nto send regular patches.\n\nBe sure to also read the `Contributing to Celery`_ section in the\ndocumentation.\n\n.. _`Contributing to Celery`:\n http://docs.celeryproject.org/en/master/contributing.html\n\n|oc-contributors|\n\n.. |oc-contributors| image:: https://opencollective.com/celery/contributors.svg?width=890&button=false\n :target: https://github.com/celery/celery/graphs/contributors\n\nBackers\n-------\n\nThank you to all our backers! \ud83d\ude4f [`Become a backer`_]\n\n.. _`Become a backer`: https://opencollective.com/celery#backer\n\n|oc-backers|\n\n.. |oc-backers| image:: https://opencollective.com/celery/backers.svg?width=890\n :target: https://opencollective.com/celery#backers\n\nSponsors\n--------\n\nSupport this project by becoming a sponsor. Your logo will show up here with a\nlink to your website. [`Become a sponsor`_]\n\n.. _`Become a sponsor`: https://opencollective.com/celery#sponsor\n\n|oc-sponsors|\n\n.. |oc-sponsors| image:: https://opencollective.com/celery/sponsor/0/avatar.svg\n :target: https://opencollective.com/celery/sponsor/0/website\n\n.. _license:\n\nLicense\n=======\n\nThis software is licensed under the `New BSD License`. See the ``LICENSE``\nfile in the top distribution directory for the full license text.\n\n.. # vim: syntax=rst expandtab tabstop=4 shiftwidth=4 shiftround\n\n.. |build-status| image:: https://secure.travis-ci.org/celery/celery.png?branch=master\n :alt: Build status\n :target: https://travis-ci.org/celery/celery\n\n.. |coverage| image:: https://codecov.io/github/celery/celery/coverage.svg?branch=master\n :target: https://codecov.io/github/celery/celery?branch=master\n\n.. |license| image:: https://img.shields.io/pypi/l/celery.svg\n :alt: BSD License\n :target: https://opensource.org/licenses/BSD-3-Clause\n\n.. |wheel| image:: https://img.shields.io/pypi/wheel/celery.svg\n :alt: Celery can be installed via wheel\n :target: https://pypi.org/project/celery/\n\n.. |pyversion| image:: https://img.shields.io/pypi/pyversions/celery.svg\n :alt: Supported Python versions.\n :target: https://pypi.org/project/celery/\n\n.. |pyimp| image:: https://img.shields.io/pypi/implementation/celery.svg\n :alt: Support Python implementations.\n :target: https://pypi.org/project/celery/\n\n.. |ocbackerbadge| image:: https://opencollective.com/celery/backers/badge.svg\n :alt: Backers on Open Collective\n :target: #backers\n\n.. |ocsponsorbadge| image:: https://opencollective.com/celery/sponsors/badge.svg\n :alt: Sponsors on Open Collective\n :target: #sponsors\n\n.. |downloads| image:: https://pepy.tech/badge/celery\n :alt: Downloads\n :target: https://pepy.tech/project/celery",
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"description": "Updated configparser from Python 3.7 for Python 2.6+.\n.. image:: https://img.shields.io/pypi/v/configparser.svg\n :target: https://pypi.org/project/configparser\n\n.. image:: https://img.shields.io/pypi/pyversions/configparser.svg\n\n.. image:: https://img.shields.io/travis/jaraco/configparser/master.svg\n :target: https://travis-ci.org/jaraco/configparser\n\n.. image:: https://img.shields.io/badge/code%20style-black-000000.svg\n :target: https://github.com/ambv/black\n :alt: Code style: Black\n\n.. .. image:: https://img.shields.io/appveyor/ci/jaraco/configparser/master.svg\n.. :target: https://ci.appveyor.com/project/jaraco/configparser/branch/master\n\n.. image:: https://readthedocs.org/projects/configparser/badge/?version=latest\n :target: https://configparser.readthedocs.io/en/latest/?badge=latest\n\n.. image:: https://tidelift.com/badges/package/pypi/configparser\n :target: https://tidelift.com/subscription/pkg/pypi-configparser?utm_source=pypi-configparser&utm_medium=readme\n\n\nThe ancient ``ConfigParser`` module available in the standard library 2.x has\nseen a major update in Python 3.2. This is a backport of those changes so that\nthey can be used directly in Python 2.6 - 3.5.\n\nTo use the ``configparser`` backport instead of the built-in version on both\nPython 2 and Python 3, simply import it explicitly as a backport::\n\n from backports import configparser\n\nIf you'd like to use the backport on Python 2 and the built-in version on\nPython 3, use that invocation instead::\n\n import configparser\n\nFor detailed documentation consult the vanilla version at\nhttp://docs.python.org/3/library/configparser.html.\n\nWhy you'll love ``configparser``\n--------------------------------\n\nWhereas almost completely compatible with its older brother, ``configparser``\nsports a bunch of interesting new features:\n\n* full mapping protocol access (`more info\n <http://docs.python.org/3/library/configparser.html#mapping-protocol-access>`_)::\n\n >>> parser = ConfigParser()\n >>> parser.read_string(\"\"\"\n [DEFAULT]\n location = upper left\n visible = yes\n editable = no\n color = blue\n\n [main]\n title = Main Menu\n color = green\n\n [options]\n title = Options\n \"\"\")\n >>> parser['main']['color']\n 'green'\n >>> parser['main']['editable']\n 'no'\n >>> section = parser['options']\n >>> section['title']\n 'Options'\n >>> section['title'] = 'Options (editable: %(editable)s)'\n >>> section['title']\n 'Options (editable: no)'\n\n* there's now one default ``ConfigParser`` class, which basically is the old\n ``SafeConfigParser`` with a bunch of tweaks which make it more predictable for\n users. Don't need interpolation? Simply use\n ``ConfigParser(interpolation=None)``, no need to use a distinct\n ``RawConfigParser`` anymore.\n\n* the parser is highly `customizable upon instantiation\n <http://docs.python.org/3/library/configparser.html#customizing-parser-behaviour>`__\n supporting things like changing option delimiters, comment characters, the\n name of the DEFAULT section, the interpolation syntax, etc.\n\n* you can easily create your own interpolation syntax but there are two powerful\n implementations built-in (`more info\n <http://docs.python.org/3/library/configparser.html#interpolation-of-values>`__):\n\n * the classic ``%(string-like)s`` syntax (called ``BasicInterpolation``)\n\n * a new ``${buildout:like}`` syntax (called ``ExtendedInterpolation``)\n\n* fallback values may be specified in getters (`more info\n <http://docs.python.org/3/library/configparser.html#fallback-values>`__)::\n\n >>> config.get('closet', 'monster',\n ... fallback='No such things as monsters')\n 'No such things as monsters'\n\n* ``ConfigParser`` objects can now read data directly `from strings\n <http://docs.python.org/3/library/configparser.html#configparser.ConfigParser.read_string>`__\n and `from dictionaries\n <http://docs.python.org/3/library/configparser.html#configparser.ConfigParser.read_dict>`__.\n That means importing configuration from JSON or specifying default values for\n the whole configuration (multiple sections) is now a single line of code. Same\n goes for copying data from another ``ConfigParser`` instance, thanks to its\n mapping protocol support.\n\n* many smaller tweaks, updates and fixes\n\nA few words about Unicode\n-------------------------\n\n``configparser`` comes from Python 3 and as such it works well with Unicode.\nThe library is generally cleaned up in terms of internal data storage and\nreading/writing files. There are a couple of incompatibilities with the old\n``ConfigParser`` due to that. However, the work required to migrate is well\nworth it as it shows the issues that would likely come up during migration of\nyour project to Python 3.\n\nThe design assumes that Unicode strings are used whenever possible [1]_. That\ngives you the certainty that what's stored in a configuration object is text.\nOnce your configuration is read, the rest of your application doesn't have to\ndeal with encoding issues. All you have is text [2]_. The only two phases when\nyou should explicitly state encoding is when you either read from an external\nsource (e.g. a file) or write back.\n\nVersioning\n----------\n\nThis project uses `semver <https://semver.org/spec/v2.0.0.html>`_ to\ncommunicate the impact of various releases while periodically syncing\nwith the upstream implementation in CPython.\n`The changelog <https://github.com/jaraco/configparser/blob/master/CHANGES.rst>`_\nserves as a reference indicating which versions incorporate\nwhich upstream functionality.\n\nPrior to the ``4.0.0`` release, `another scheme\n<https://github.com/jaraco/configparser/blob/3.8.1/README.rst#versioning>`_\nwas used to associate the CPython and backports releases.\n\nMaintenance\n-----------\n\nThis backport was originally authored by \u0141ukasz Langa, the current vanilla\n``configparser`` maintainer for CPython and is currently maintained by\nJason R. Coombs:\n\n* `configparser repository <https://github.com/jaraco/configparser>`_\n\n* `configparser issue tracker <https://github.com/jaraco/configparser/issues>`_\n\nSecurity Contact\n----------------\n\nTo report a security vulnerability, please use the\n`Tidelift security contact <https://tidelift.com/security>`_.\nTidelift will coordinate the fix and disclosure.\n\nConversion Process\n------------------\n\nThis section is technical and should bother you only if you are wondering how\nthis backport is produced. If the implementation details of this backport are\nnot important for you, feel free to ignore the following content.\n\n``configparser`` is converted using `python-future\n<http://python-future.org>`_. The project takes the following\nbranching approach:\n\n* the ``3.x`` branch holds unchanged files synchronized from the upstream\n CPython repository. The synchronization is currently done by manually copying\n the required files and stating from which CPython changeset they come from.\n\n* the ``master`` branch holds a version of the ``3.x`` code with some tweaks\n that make it independent from libraries and constructions unavailable on 2.x.\n Code on this branch still *must* work on the corresponding Python 3.x but\n will also work on Python 2.6 and 2.7 (including PyPy). You can check this\n running the supplied unit tests with ``tox``.\n\nThe process works like this:\n\n1. In the ``3.x`` branch, run ``pip-run -- sync-upstream.py``, which\n downloads the latest stable release of Python and copies the relevant\n files from there into their new locations here and then commits those\n changes with a nice reference to the relevant upstream commit hash.\n\n2. I check for new names in ``__all__`` and update imports in\n ``configparser.py`` accordingly. I run the tests on Python 3. Commit.\n\n3. I merge the new commit to ``master``. I run ``tox``. Commit.\n\n4. If there are necessary changes, I do them now (on ``master``). Note that\n the changes should be written in the syntax subset supported by Python\n 2.6.\n\n5. I run ``tox``. If it works, I update the docs and release the new version.\n Otherwise, I go back to point 3. I might use ``pasteurize`` to suggest me\n required changes but usually I do them manually to keep resulting code in\n a nicer form.\n\n\nFootnotes\n---------\n\n.. [1] To somewhat ease migration, passing bytestrings is still supported but\n they are converted to Unicode for internal storage anyway. This means\n that for the vast majority of strings used in configuration files, it\n won't matter if you pass them as bytestrings or Unicode. However, if you\n pass a bytestring that cannot be converted to Unicode using the naive\n ASCII codec, a ``UnicodeDecodeError`` will be raised. This is purposeful\n and helps you manage proper encoding for all content you store in\n memory, read from various sources and write back.\n\n.. [2] Life gets much easier when you understand that you basically manage\n **text** in your application. You don't care about bytes but about\n letters. In that regard the concept of content encoding is meaningless.\n The only time when you deal with raw bytes is when you write the data to\n a file. Then you have to specify how your text should be encoded. On\n the other end, to get meaningful text from a file, the application\n reading it has to know which encoding was used during its creation. But\n once the bytes are read and properly decoded, all you have is text. This\n is especially powerful when you start interacting with multiple data\n sources. Even if each of them uses a different encoding, inside your\n application data is held in abstract text form. You can program your\n business logic without worrying about which data came from which source.\n You can freely exchange the data you store between sources. Only\n reading/writing files requires encoding your text to bytes.",
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"description": "Decorators for Humans\n=====================\n\nThe goal of the decorator module is to make it easy to define\nsignature-preserving function decorators and decorator factories.\nIt also includes an implementation of multiple dispatch and other niceties\n(please check the docs). It is released under a two-clauses\nBSD license, i.e. basically you can do whatever you want with it but I am not\nresponsible.\n\nInstallation\n-------------\n\nIf you are lazy, just perform\n\n ``$ pip install decorator``\n\nwhich will install just the module on your system.\n\nIf you prefer to install the full distribution from source, including\nthe documentation, clone the `GitHub repo`_ or download the tarball_, unpack it and run\n\n ``$ pip install .``\n\nin the main directory, possibly as superuser.\n\n.. _tarball: https://pypi.org/project/decorator/#files\n.. _GitHub repo: https://github.com/micheles/decorator\n\nTesting\n--------\n\nIf you have the source code installation you can run the tests with\n\n `$ python src/tests/test.py -v`\n\nor (if you have setuptools installed)\n\n `$ python setup.py test`\n\nNotice that you may run into trouble if in your system there\nis an older version of the decorator module; in such a case remove the\nold version. It is safe even to copy the module `decorator.py` over\nan existing one, since we kept backward-compatibility for a long time.\n\nRepository\n---------------\n\nThe project is hosted on GitHub. You can look at the source here:\n\n https://github.com/micheles/decorator\n\nDocumentation\n---------------\n\nThe documentation has been moved to https://github.com/micheles/decorator/blob/master/docs/documentation.md\n\nFrom there you can get a PDF version by simply using the print\nfunctionality of your browser.\n\nHere is the documentation for previous versions of the module:\n\nhttps://github.com/micheles/decorator/blob/4.3.2/docs/tests.documentation.rst\nhttps://github.com/micheles/decorator/blob/4.2.1/docs/tests.documentation.rst\nhttps://github.com/micheles/decorator/blob/4.1.2/docs/tests.documentation.rst\nhttps://github.com/micheles/decorator/blob/4.0.0/documentation.rst\nhttps://github.com/micheles/decorator/blob/3.4.2/documentation.rst\n\nFor the impatient\n-----------------\n\nHere is an example of how to define a family of decorators tracing slow\noperations:\n\n.. code-block:: python\n\n from decorator import decorator\n\n @decorator\n def warn_slow(func, timelimit=60, *args, **kw):\n t0 = time.time()\n result = func(*args, **kw)\n dt = time.time() - t0\n if dt > timelimit:\n logging.warn('%s took %d seconds', func.__name__, dt)\n else:\n logging.info('%s took %d seconds', func.__name__, dt)\n return result\n\n @warn_slow # warn if it takes more than 1 minute\n def preprocess_input_files(inputdir, tempdir):\n ...\n\n @warn_slow(timelimit=600) # warn if it takes more than 10 minutes\n def run_calculation(tempdir, outdir):\n ...\n\nEnjoy!",
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