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        "author": "Hynek Schlawack",
        "author_email": "hs@ox.cx",
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            "Development Status :: 5 - Production/Stable",
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            "License :: OSI Approved :: Apache Software License",
            "License :: OSI Approved :: MIT License",
            "Natural Language :: English",
            "Operating System :: OS Independent",
            "Programming Language :: Python",
            "Programming Language :: Python :: 2",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7",
            "Programming Language :: Python :: 3.8",
            "Programming Language :: Python :: Implementation :: CPython",
            "Programming Language :: Python :: Implementation :: PyPy",
            "Topic :: Software Development :: Libraries :: Python Modules"
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        "description": ".. image:: https://www.structlog.org/en/latest/_static/structlog_logo_small.png\n   :alt: structlog Logo\n   :width: 256px\n   :target: https://www.structlog.org/\n\n============================================\n``structlog``: Structured Logging for Python\n============================================\n\n.. image:: https://img.shields.io/pypi/v/structlog.svg\n   :target: https://pypi.org/project/structlog/\n   :alt: PyPI\n\n.. image:: https://readthedocs.org/projects/structlog/badge/?version=stable\n   :target: https://www.structlog.org/en/stable/?badge=stable\n   :alt: Documentation Status\n\n.. image:: https://dev.azure.com/the-hynek/structlog/_apis/build/status/hynek.structlog?branchName=master\n   :target: https://dev.azure.com/the-hynek/structlog/_build?definitionId=1\n   :alt: CI Status\n\n.. image:: https://codecov.io/github/hynek/structlog/branch/master/graph/badge.svg\n   :target: https://codecov.io/github/hynek/structlog\n   :alt: Test Coverage\n\n.. image:: https://img.shields.io/badge/code%20style-black-000000.svg\n   :target: https://github.com/psf/black\n   :alt: Code style: black\n\n.. -begin-short-\n\n``structlog`` makes logging in Python less painful and more powerful by adding structure to your log entries.\n\nIt's up to you whether you want ``structlog`` to take care about the **output** of your log entries or whether you prefer to **forward** them to an existing logging system like the standard library's ``logging`` module.\n\n.. -end-short-\n\nOnce you feel inspired to try it out, check out our friendly `Getting Started tutorial <https://www.structlog.org/en/stable/getting-started.html>`_ that also contains detailed installation instructions!\n\n.. -begin-spiel-\n\nIf you prefer videos over reading, check out this DjangoCon Europe 2019 talk by `Markus Holtermann <https://twitter.com/m_holtermann>`_: \"`Logging Rethought 2: The Actions of Frank Taylor Jr. <https://www.youtube.com/watch?v=Y5eyEgyHLLo>`_\".\n\n\nEasier Logging\n==============\n\nYou can stop writing prose and start thinking in terms of an event that happens in the context of key/value pairs:\n\n.. code-block:: pycon\n\n   >>> from structlog import get_logger\n   >>> log = get_logger()\n   >>> log.info(\"key_value_logging\", out_of_the_box=True, effort=0)\n   2016-04-20 16:20.13 key_value_logging              effort=0 out_of_the_box=True\n\nEach log entry is a meaningful dictionary instead of an opaque string now!\n\n\nData Binding\n============\n\nSince log entries are dictionaries, you can start binding and re-binding key/value pairs to your loggers to ensure they are present in every following logging call:\n\n.. code-block:: pycon\n\n   >>> log = log.bind(user=\"anonymous\", some_key=23)\n   >>> log = log.bind(user=\"hynek\", another_key=42)\n   >>> log.info(\"user.logged_in\", happy=True)\n   2016-04-20 16:20.13 user.logged_in                 another_key=42 happy=True some_key=23 user='hynek'\n\n\nPowerful Pipelines\n==================\n\nEach log entry goes through a `processor pipeline <https://www.structlog.org/en/stable/processors.html>`_ that is just a chain of functions that receive a dictionary and return a new dictionary that gets fed into the next function.\nThat allows for simple but powerful data manipulation:\n\n.. code-block:: python\n\n   def timestamper(logger, log_method, event_dict):\n       \"\"\"Add a timestamp to each log entry.\"\"\"\n       event_dict[\"timestamp\"] = time.time()\n       return event_dict\n\nThere are `plenty of processors <https://www.structlog.org/en/stable/api.html#module-structlog.processors>`_ for most common tasks coming with ``structlog``:\n\n- Collectors of `call stack information <https://www.structlog.org/en/stable/api.html#structlog.processors.StackInfoRenderer>`_ (\"How did this log entry happen?\"),\n- \u2026and `exceptions <https://www.structlog.org/en/stable/api.html#structlog.processors.format_exc_info>`_ (\"What happened\u203d\").\n- Unicode encoders/decoders.\n- Flexible `timestamping <https://www.structlog.org/en/stable/api.html#structlog.processors.TimeStamper>`_.\n\n\n\nFormatting\n==========\n\n``structlog`` is completely flexible about *how* the resulting log entry is emitted.\nSince each log entry is a dictionary, it can be formatted to **any** format:\n\n- A colorful key/value format for `local development <https://www.structlog.org/en/stable/development.html>`_,\n- `JSON <https://www.structlog.org/en/stable/api.html#structlog.processors.JSONRenderer>`_ for easy parsing,\n- or some standard format you have parsers for like nginx or Apache httpd.\n\nInternally, formatters are processors whose return value (usually a string) is passed into loggers that are responsible for the output of your message.\n``structlog`` comes with multiple useful formatters out-of-the-box.\n\n\nOutput\n======\n\n``structlog`` is also very flexible with the final output of your log entries:\n\n- A **built-in** lightweight printer like in the examples above.\n  Easy to use and fast.\n- Use the **standard library**'s or **Twisted**'s logging modules for compatibility.\n  In this case ``structlog`` works like a wrapper that formats a string and passes them off into existing systems that won't ever know that ``structlog`` even exists.\n  Or the other way round: ``structlog`` comes with a ``logging`` formatter that allows for processing third party log records.\n- Don't format it to a string at all!\n  ``structlog`` passes you a dictionary and you can do with it whatever you want.\n  Reported uses cases are sending them out via network or saving them in a database.\n\n.. -end-spiel-\n\n.. -begin-meta-\n\nGetting Help\n============\n\nPlease use the ``structlog`` tag on `StackOverflow <https://stackoverflow.com/questions/tagged/structlog>`_ to get help.\n\nAnswering questions of your fellow developers is also great way to help the project!\n\n\nProject Information\n===================\n\n``structlog`` is dual-licensed under `Apache License, version 2 <https://choosealicense.com/licenses/apache/>`_ and `MIT <https://choosealicense.com/licenses/mit/>`_, available from `PyPI <https://pypi.org/project/structlog/>`_, the source code can be found on `GitHub <https://github.com/hynek/structlog>`_, the documentation at https://www.structlog.org/.\n\nWe collect useful third party extension in `our wiki <https://github.com/hynek/structlog/wiki/Third-party-Extensions>`_.\n\n``structlog`` targets Python 2.7, 3.5 and newer, and PyPy.\n\n\nRelease Information\n===================\n\n19.2.0 (2019-10-16)\n-------------------\n\n\nBackward-incompatible changes:\n^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n- Python 3.4 is not supported anymore.\n  It has been unsupported by the Python core team for a while now and its PyPI downloads are negligible.\n\n  It's very unlikely that ``structlog`` will break under 3.4 anytime soon, but we don't test it anymore.\n\n\nDeprecations:\n^^^^^^^^^^^^^\n\n*none*\n\n\nChanges:\n^^^^^^^^\n\n- Full Python 3.8 support for ``structlog.stdlib``.\n- Added more pass-through properties to ``structlog.stdlib.BoundLogger``.\n  To makes it easier to use it as a drop-in replacement for ``logging.Logger``.\n  `#198 <https://github.com/hynek/structlog/issues/198>`_\n- ``structlog.stdlib.ProcessorFormatter`` now takes a logger object as an optional keyword argument.\n  This makes ``ProcessorFormatter`` work properly with ``stuctlog.stdlib.filter_by_level()``.\n  `#219 <https://github.com/hynek/structlog/issues/219>`_\n- ``structlog.dev.ConsoleRenderer`` now uses no colors by default, if ``colorama`` is not available.\n  `#215 <https://github.com/hynek/structlog/issues/215>`_\n- ``structlog.dev.ConsoleRenderer`` now initializes ``colorama`` lazily, to prevent accidental side-effects just by importing ``structlog``.\n  `#210 <https://github.com/hynek/structlog/issues/210>`_\n- Added new processor ``structlog.dev.set_exc_info()`` that will set ``exc_info=True`` if the method's name is `exception` and ``exc_info`` isn't set at all.\n  *This is only necessary when the standard library integration is not used*.\n  It fixes the problem that in the default configuration, ``structlog.get_logger().exception(\"hi\")`` in an ``except`` block would not print the exception without passing ``exc_info=True`` to it explicitly.\n  `#130 <https://github.com/hynek/structlog/issues/130>`_,\n  `#173 <https://github.com/hynek/structlog/issues/173>`_,\n  `#200 <https://github.com/hynek/structlog/issues/200>`_,\n  `#204 <https://github.com/hynek/structlog/issues/204>`_\n- A best effort has been made to make as much of ``structlog`` pickleable as possible to make it friendlier with ``multiprocessing`` and similar libraries.\n  Some classes can only be pickled on Python 3 or using the `dill <https://pypi.org/project/dill/>`_ library though and that is very unlikely to change.\n\n  So far, the configuration proxy, ``structlog.processor.TimeStamper``, ``structlog.BoundLogger``, ``structlog.PrintLogger`` and ``structlog.dev.ConsoleRenderer`` have been made pickelable.\n  Please report if you need any another class fixed.\n  `#126 <https://github.com/hynek/structlog/issues/126>`_\n- Added a new thread-local API that allows binding values to a thread-local context explicitly without affecting the default behavior of ``bind()``.\n  `#222 <https://github.com/hynek/structlog/issues/222>`_,\n  `#225 <https://github.com/hynek/structlog/issues/225>`_\n- Added ``pass_foreign_args`` argument to ``structlog.stdlib.ProcessorFormatter``.\n  It allows to pass a foreign log record's ``args`` attribute to the event dictionary under the ``positional_args`` key.\n  `#228 <https://github.com/hynek/structlog/issues/228>`_\n- ``structlog.dev.ConsoleRenderer`` now calls ``str()`` on the event value.\n  `#221 <https://github.com/hynek/structlog/issues/221>`_\n\n`Full changelog <https://www.structlog.org/en/stable/changelog.html>`_.\n\nAuthors\n=======\n\n``structlog`` is written and maintained by `Hynek Schlawack <https://hynek.me/>`_.\nIt\u2019s inspired by previous work done by `Jean-Paul Calderone <https://as.ynchrono.us/>`_ and `David Reid <https://dreid.org/>`_.\n\nThe development is kindly supported by `Variomedia AG <https://www.variomedia.de/>`_.\n\nA full list of contributors can be found on GitHub\u2019s `overview <https://github.com/hynek/structlog/graphs/contributors>`_.\nSome of them disapprove of the addition of thread local context data. :)\n\nThe ``structlog`` logo has been contributed by `Russell Keith-Magee <https://github.com/freakboy3742>`_.\n\n\n",
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