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        "author": "Pierre-Yves Ritschard",
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            "Development Status :: 5 - Production/Stable",
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            "License :: OSI Approved :: MIT License",
            "Natural Language :: English",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3"
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        "description": "logstash_formatter: JSON logs for logstash\n==========================================\n\nThis library is provided to allow standard python logging to output log data\nas json objects ready to be shipped out to logstash.\n\nThis project has been originally open sourced by `exoscale <https://www.exoscale.ch/>`_ (which is a great hosting service btw), thanks to them.\n\nInstalling\n----------\nPip (`PyPI`_)::\n\n    pip install logstash_formatter\n\n.. _PyPI: https://pypi.python.org/pypi/logstash_formatter\n\nManual::\n\n    python setup.py install\n\nUsage\n-----\n\nJson outputs are provided by the LogstashFormatter logging formatter.\n\n::\n\n    import logging\n    from logstash_formatter import LogstashFormatterV1\n\n    logger = logging.getLogger()\n    handler = logging.StreamHandler()\n    formatter = LogstashFormatterV1()\n\n    handler.setFormatter(formatter)\n    logger.addHandler(handler)\n\nThe LogstashFormatter may take the following named parameters:\n\n* ``fmt``: Config as a JSON string that supports:\n\n  * ``extra``: provide extra fields always present in logs.\n  * ``source_host``: override source host name.\n\n* ``json_cls``: JSON encoder to forward to ``json.dump``.\n* ``json_default``: Default JSON representation for unknown types,\n  by default coerce everything to a string.\n\n``LogstashFormatterV1`` adheres to the more 1.2.0 schema and will not update\nfields, apart from a special handling of ``msg`` which will be updated to\n``message`` when applicable.\n\nYou can also add extra fields to your json output by specifying a dict in place of message, or by specifying\nthe named argument ``extra`` as a dictionary. When supplying the ``exc_info`` named argument with a truthy value,\nand if an exception is found on the stack, its traceback will be attached to the payload as well.\n\n::\n\n    logger.info({\"account\": 123, \"ip\": \"172.20.19.18\"})\n    logger.info(\"classic message for account: {account}\", extra={\"account\": account})\n    \n    try:\n      h = {}\n      h['key']\n    except:\n      logger.info(\"something unexpected happened\", exc_info=True)\n\nSample output for LogstashFormatter\n-----------------------------------\n\nThe following keys will be found in the output JSON:\n\n* ``@source_host``: source hostname for the log\n* ``@timestamp``: ISO 8601 timestamp\n* ``@message``: short message for this log\n* ``@fields``: all extra fields\n\n::\n\n  {\n    \"@fields\": {\n        \"account\": \"pyr\",\n        \"args\": [],\n        \"created\": 1367480388.013037,\n        \"exception\": [\n            \"Traceback (most recent call last):\\n\",\n            \"  File \\\"test.py\\\", line 16, in <module>\\n    k['unknown']\\n\",\n            \"KeyError: 'unknown'\\n\"\n        ],\n        \"filename\": \"test.py\",\n        \"funcName\": \"<module>\",\n        \"levelname\": \"WARNING\",\n        \"levelno\": 30,\n        \"lineno\": 18,\n        \"module\": \"test\",\n        \"msecs\": 13.036966323852539,\n        \"name\": \"root\",\n        \"pathname\": \"test.py\",\n        \"process\": 1819,\n        \"processName\": \"MainProcess\",\n        \"relativeCreated\": 18.002986907958984,\n        \"thread\": 140060726359808,\n        \"threadName\": \"MainThread\"\n    },\n    \"@message\": \"TEST\",\n    \"@source_host\": \"phoenix.spootnik.org\",\n    \"@timestamp\": \"2013-05-02T09:39:48.013158\"\n  }\n\n\nSample output for LogstashFormatterV1\n-------------------------------------\n\nThe following keys will be found in the output JSON:\n\n* ``@timestamp``: ISO 8601 timestamp\n* ``@version``: Version of the schema\n\n::\n\n    {\"@version\": 1,\n     \"account\": \"pyr\",\n     \"lineno\": 1,\n     \"levelno\": 30,\n     \"filename\": \"test.py\",\n     \"thread\": 140566036444928,\n     \"@timestamp\": \"2015-03-30T09:46:23.000Z\",\n     \"threadName\": \"MainThread\",\n     \"relativeCreated\": 51079.52117919922,\n     \"process\": 10787,\n     \"source_host\": \"phoenix.spootnik.org\",\n     \"processName\": \"MainProcess\",\n     \"pathname\": \"test.py\",\n     \"args\": [],\n     \"module\": \"test\",\n     \"msecs\": 999.9005794525146,\n     \"created\": 1427708782.9999006,\n     \"name\": \"root\",\n     \"stack_info\": null,\n     \"funcName\": \"<module>\",\n     \"levelname\": \"WARNING\",\n     \"message\": \"foo\"}\n",
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