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May 8, 2024 16:39
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asynchronous json logging inpython using QueueHandler and DictConfig
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from logging.config import ConvertingList, ConvertingDict, valid_ident | |
from logging.handlers import QueueHandler, QueueListener | |
from queue import Queue | |
import atexit | |
import logging | |
def _resolve_handlers(l): | |
if not isinstance(l, ConvertingList): | |
return l | |
# Indexing the list performs the evaluation. | |
resolved_handlers = [] | |
for i in range(len(l)): | |
handler = l[i] | |
if isinstance(handler, dict) and handler.get('class') == 'logging.StreamHandler': | |
# Create the StreamHandler manually | |
stream_handler = logging.StreamHandler(stream=handler['stream']) | |
stream_handler.setLevel(handler.get('level', logging.NOTSET)) | |
if 'formatter' in handler: | |
stream_handler.setFormatter(handler['formatter']) | |
handler = stream_handler | |
resolved_handlers.append(handler) | |
return resolved_handlers | |
def _resolve_queue(q): | |
if not isinstance(q, ConvertingDict): | |
return q | |
if '__resolved_value__' in q: | |
return q['__resolved_value__'] | |
cname = q.pop('class') | |
klass = q.configurator.resolve(cname) | |
props = q.pop('.', None) | |
kwargs = {k: q[k] for k in q if valid_ident(k)} | |
result = klass(**kwargs) | |
if props: | |
for name, value in props.items(): | |
setattr(result, name, value) | |
q['__resolved_value__'] = result | |
return result | |
class QueueListenerHandler(QueueHandler): | |
def __init__(self, handlers, respect_handler_level=False, auto_run=True, queue=Queue(-1)): | |
queue = _resolve_queue(queue) | |
super().__init__(queue) | |
handlers = _resolve_handlers(handlers) | |
self._listener = QueueListener( | |
self.queue, | |
*handlers, | |
respect_handler_level=respect_handler_level) | |
if auto_run: | |
self.start() | |
atexit.register(self.stop) | |
def start(self): | |
self._listener.start() | |
def stop(self): | |
self._listener.stop() | |
def emit(self, record): | |
return super().emit(record) | |
LOGGING_CONFIG = { | |
'version': 1, | |
'objects':{ | |
'queue': { | |
'class': 'queue.Queue', | |
'maxsize': 1000 | |
} | |
}, | |
'formatters': { | |
'json': { | |
'()' : 'pythonjsonlogger.jsonlogger.JsonFormatter', | |
'format': '%(asctime)s %(name)-12s %(levelname)-4s %(message)s', | |
} | |
}, | |
'handlers': { | |
'stream': { | |
'class': 'logging.StreamHandler', | |
'formatter': 'json', | |
'level': logging.INFO, | |
'stream': 'ext://sys.stdout', | |
}, | |
'file': { | |
'class': 'logging.FileHandler', | |
'level': logging.INFO, | |
'formatter': 'json', | |
'filename': 'logs/application.log', | |
'mode': 'a', | |
}, | |
'queue_listener':{ | |
'()': QueueListenerHandler, | |
'handlers':[ | |
'cfg://handlers.stream', | |
'cfg://handlers.file' | |
], | |
'queue': 'cfg://objects.queue' | |
} | |
}, | |
'loggers': { | |
'': { | |
'handlers': ['stream', 'file'], | |
'level': logging.INFO, | |
'propagate': False | |
} | |
} | |
} | |
def setup_logging(): | |
logging.config.dictConfig(LOGGING_CONFIG) |
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