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Kirill Smelkov
cpython
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4b88d6c6
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4b88d6c6
authored
Jan 22, 2013
by
Vinay Sajip
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Added cookbook recipe for structured logging.
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Doc/howto/logging-cookbook.rst
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@@ -1588,3 +1588,78 @@ The formatted message *will* be encoded using UTF-8 encoding by
RFC 5424-compliant messages. If you don't, logging may not complain, but your
messages will not be RFC 5424-compliant, and your syslog daemon may complain.
Implementing structured logging
-------------------------------
Although most logging messages are intended for reading by humans, and thus not
readily machine-parseable, there might be cirumstances where you want to output
messages in a structured format which *is* capable of being parsed by a program
(without needed complex regular expressions to parse the log message). This is
straightforward to achieve using the logging package. There are a number of
ways in which this could be achieved, but the following is a simple approach
which uses JSON to serialise the event in a machine-parseable manner::
import json
import logging
class StructuredMessage(object):
def __init__(self, message, **kwargs):
self.message = message
self.kwargs = kwargs
def __str__(self):
return '%s >>> %s' % (self.message, json.dumps(self.kwargs))
_ = StructuredMessage # optional, to improve readability
logging.basicConfig(level=logging.INFO, format='%(message)s')
logging.info(_('message 1', foo='bar', bar='baz', num=123, fnum=123.456))
If the above script is run, it prints::
message 1 >>> {"fnum": 123.456, "num": 123, "bar": "baz", "foo": "bar"}
If you need more specialised processing, you can use a custom JSON encoder,
as in the following complete example::
from __future__ import unicode_literals
import json
import logging
try:
unicode
except NameError:
unicode = str
class Encoder(json.JSONEncoder):
def default(self, o):
if isinstance(o, set):
return tuple(o)
elif isinstance(o, unicode):
return o.encode('unicode_escape').decode('ascii')
return super(Encoder, self).default(o)
class StructuredMessage(object):
def __init__(self, message, **kwargs):
self.message = message
self.kwargs = kwargs
def __str__(self):
s = Encoder().encode(self.kwargs)
return '%s >>> %s' % (self.message, s)
_ = StructuredMessage
def main():
logging.basicConfig(level=logging.INFO, format='%(message)s')
logging.info(_('message 1', set_value=set([1, 2, 3]), snowman='\u2603'))
if __name__ == '__main__':
main()
When the above script is run, it prints::
message 1 >>> {"snowman": "\u2603", "set_value": [1, 2, 3]}
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