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import logging
from decimal import Decimal
from datetime import datetime, timezone
import json
BUILTIN_ATTRS = {
'args',
'asctime',
'created',
'exc_info',
'exc_text',
'filename',
'funcName',
'levelname',
'levelno',
'lineno',
'module',
'msecs',
'message',
'msg',
'name',
'pathname',
'process',
'processName',
'relativeCreated',
'stack_info',
'taskName',
'thread',
'threadName',
}
class JSONFormatter(logging.Formatter):
"""JSON log formatter.
Usage example::
import logging
import json_log_formatter
json_handler = logging.FileHandler(filename='/var/log/my-log.json')
json_handler.setFormatter(json_log_formatter.JSONFormatter())
logger = logging.getLogger('my_json')
logger.addHandler(json_handler)
logger.info('Sign up', extra={'referral_code': '52d6ce'})
The log file will contain the following log record (inline)::
{
"message": "Sign up",
"time": "2015-09-01T06:06:26.524448",
"referral_code": "52d6ce"
}
"""
json_lib = json
def format(self, record):
message = record.getMessage()
extra = self.extra_from_record(record)
json_record = self.json_record(message, extra, record)
mutated_record = self.mutate_json_record(json_record)
# Backwards compatibility: Functions that overwrite this but don't
# return a new value will return None because they modified the
# argument passed in.
if mutated_record is None:
mutated_record = json_record
return self.to_json(mutated_record)
def to_json(self, record):
"""Converts record dict to a JSON string.
It makes best effort to serialize a record (represents an object as a string)
instead of raising TypeError if json library supports default argument.
Note, ujson doesn't support it.
ValueError and OverflowError are also caught to avoid crashing an app,
e.g., due to circular reference.
Override this method to change the way dict is converted to JSON.
"""
try:
return self.json_lib.dumps(record, default=_json_serializable)
# ujson doesn't support default argument and raises TypeError.
# "ValueError: Circular reference detected" is raised
# when there is a reference to object inside the object itself.
except (TypeError, ValueError, OverflowError):
try:
return self.json_lib.dumps(record)
except (TypeError, ValueError, OverflowError):
return '{}'
def extra_from_record(self, record):
"""Returns `extra` dict you passed to logger.
The `extra` keyword argument is used to populate the `__dict__` of
the `LogRecord`.
"""
return {
attr_name: record.__dict__[attr_name]
for attr_name in record.__dict__
if attr_name not in BUILTIN_ATTRS
}
def json_record(self, message, extra, record):
"""Prepares a JSON payload which will be logged.
Override this method to change JSON log format.
:param message: Log message, e.g., `logger.info(msg='Sign up')`.
:param extra: Dictionary that was passed as `extra` param
`logger.info('Sign up', extra={'referral_code': '52d6ce'})`.
:param record: `LogRecord` we got from `JSONFormatter.format()`.
:return: Dictionary which will be passed to JSON lib.
"""
extra['message'] = message
if 'time' not in extra:
extra['time'] = datetime.now(timezone.utc)
if record.exc_info:
extra['exc_info'] = self.formatException(record.exc_info)
return extra
def mutate_json_record(self, json_record):
"""Override it to convert fields of `json_record` to needed types.
Default implementation converts `datetime` to string in ISO8601 format.
"""
for attr_name in json_record:
attr = json_record[attr_name]
if isinstance(attr, datetime):
json_record[attr_name] = attr.isoformat()
return json_record
def _json_serializable(obj):
try:
return obj.__dict__
except AttributeError:
return str(obj)
class VerboseJSONFormatter(JSONFormatter):
"""JSON log formatter with built-in log record attributes such as log level.
Usage example::
import logging
import json_log_formatter
json_handler = logging.FileHandler(filename='/var/log/my-log.json')
json_handler.setFormatter(json_log_formatter.VerboseJSONFormatter())
logger = logging.getLogger('my_verbose_json')
logger.addHandler(json_handler)
logger.error('An error has occured')
The log file will contain the following log record (inline)::
{
"filename": "tests.py",
"funcName": "test_file_name_is_testspy",
"levelname": "ERROR",
"lineno": 276,
"module": "tests",
"name": "my_verbose_json",
"pathname": "/Users/bob/json-log-formatter/tests.py",
"process": 3081,
"processName": "MainProcess",
"stack_info": null,
"thread": 4664270272,
"threadName": "MainThread",
"message": "An error has occured",
"time": "2021-07-04T21:05:42.767726"
}
Read more about the built-in log record attributes
https://docs.python.org/3/library/logging.html#logrecord-attributes.
"""
def json_record(self, message, extra, record):
extra['filename'] = record.filename
extra['funcName'] = record.funcName
extra['levelname'] = record.levelname
extra['lineno'] = record.lineno
extra['module'] = record.module
extra['name'] = record.name
extra['pathname'] = record.pathname
extra['process'] = record.process
extra['processName'] = record.processName
if hasattr(record, 'stack_info'):
extra['stack_info'] = record.stack_info
else:
extra['stack_info'] = None
extra['thread'] = record.thread
extra['threadName'] = record.threadName
return super(VerboseJSONFormatter, self).json_record(message, extra, record)
class FlatJSONFormatter(JSONFormatter):
"""Flat JSON log formatter ensures that complex objects are stored as strings.
Usage example::
logger.info('Sign up', extra={'request': WSGIRequest({
'PATH_INFO': 'bogus',
'REQUEST_METHOD': 'bogus',
'CONTENT_TYPE': 'text/html; charset=utf8',
'wsgi.input': BytesIO(b''),
})})
The log file will contain the following log record (inline)::
{
"message": "Sign up",
"time": "2024-10-01T00:59:29.332888+00:00",
"request": "<WSGIRequest: BOGUS '/bogus'>"
}
"""
keep = (bool, int, float, Decimal, complex, str, datetime)
def json_record(self, message, extra, record):
extra = super(FlatJSONFormatter, self).json_record(message, extra, record)
return {
k: v if v is None or isinstance(v, self.keep) else str(v)
for k, v in extra.items()
}
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