Logging handler to ships logs to RabbitMQ. Compatible with Django.
Install using pip.
pip install python_logging_rabbitmq| Version | Dependency |
|---|---|
| >= 2.x | Pika == 0.13 |
| <= 1.1.1 | Pika <= 0.10 |
This package has two built-in handlers that you can import as follows:
from python_logging_rabbitmq import RabbitMQHandleror (thanks to @wallezhang)
from python_logging_rabbitmq import RabbitMQHandlerOneWay| Handler | Description |
|---|---|
| RabbitMQHandler | Basic handler for sending logs to RabbitMQ. Every record will be delivered directly to RabbitMQ using the exchange configured. |
| RabbitMQHandlerOneWay | High throughput handler. Initializes an internal queue where logs are stored temporarily. A thread is used to deliver the logs to RabbitMQ using the exchange configured. Your app doesn't need to wait until the log is delivered. Notice that if the main thread dies you might lose logs. |
To use with python first create a logger for your app, then create an instance of the handler and add it to the logger created.
import logging
from python_logging_rabbitmq import RabbitMQHandler
logger = logging.getLogger('myapp')
logger.setLevel(logging.DEBUG)
rabbit = RabbitMQHandler(host='localhost', port=5672)
logger.addHandler(rabbit)
logger.debug('test debug')As result, a similar message as follows will be sent to RabbitMQ:
{
"relativeCreated":280.61580657958984,
"process":13105,
"args":[],
"module":"test",
"funcName":"<module>",
"host":"albertomr86-laptop",
"exc_text":null,
"name":"myapp",
"thread":140032818181888,
"created":1482290387.454017,
"threadName":"MainThread",
"msecs":454.01692390441895,
"filename":"test.py",
"levelno":10,
"processName":"MainProcess",
"pathname":"test.py",
"lineno":11,
"msg":"test debug",
"exc_info":null,
"levelname":"DEBUG"
}By default, logs will be sent to RabbitMQ using the exchange 'log', this should be of type topic. The routing key used is formed by concatenating the logger name and the log level. For example:
import logging
from python_logging_rabbitmq import RabbitMQHandler
logger = logging.getLogger('myapp')
logger.setLevel(logging.DEBUG)
logger.addHandler(RabbitMQHandler(host='localhost', port=5672))
logger.info('test info')
logger.debug('test debug')
logger.warning('test warning')The messages will be sent using the following routing keys:
- myapp.INFO
- myapp.DEBUG
- myapp.WARNING
For an explanation about topics and routing keys go to https://www.rabbitmq.com/tutorials/tutorial-five-python.html
When create the handler, you're able to specify different parameters in order to connect to RabbitMQ or configure the handler behavior.
If you wish to override routing-key format entirely, you can pass
routing_key_formatter function which takes LogRecord objects and returns
routing-key. For example:
RabbitMQHandler(
host='localhost',
port=5672,
routing_key_formatter=lambda r: (
'some_exchange_prefix.{}'.format(r.levelname.lower())
)
)These are the configuration allowed:
| Parameter | Description | Default |
|---|---|---|
| host | RabbitMQ Server hostname or ip address. | localhost |
| port | RabbitMQ Server port. | 5672 |
| username | Username for authentication. | None |
| password | Provide a password for the username. | None |
| exchange | Name of the exchange to publish the logs. This exchange is considered of type topic. | log |
| declare_exchange | Whether or not to declare the exchange. | False |
| remove_request | If True (default), remove request & exc info. | True |
| routing_key_format | Customize how messages are routed to the queues. | {name}.{level} |
| routing_key_formatter | Customize how routing-key is constructed. | None |
| connection_params | Allow extra params to connect with RabbitMQ. | None |
| formatter | Use custom formatter for the logs. | python_logging_rabbitmq.JSONFormatter |
| close_after_emit | Close the active connection after send a log. A new connection is open for the next log. | False |
| fields | Dict to add as a field in each logs send to RabbitMQ. This is useful when you want fields in each log but without pass them every time. | None |
| fields_under_root | When is True, each key in parameter 'fields' will be added as an entry in the log, otherwise they will be logged under the key 'fields'. | True |
| message_headers | A dictionary of headers to be published with the message. | None |
| record_fields | A set of attributes that should be preserved from the record object. | None |
| exclude_record_fields | A set of attributes that should be ignored from the record object. | None |
| heartbeat | Lower bound for heartbeat timeout. | 60 |
| content_type | The format of the message sent to the queue. | text/plain |
rabbit = RabbitMQHandler(
host='localhost',
port=5672,
username='guest',
password='guest',
connection_params={
'virtual_host': '/',
'connection_attempts': 3,
'socket_timeout': 5000
}
)rabbit = RabbitMQHandler(
host='localhost',
port=5672,
fields={
'source': 'MyApp',
'env': 'production'
},
fields_under_root=True
)By default, python_logging_rabbitmq implements a custom JSONFormatter; but if you prefer to format your own message you could do it as follow:
import logging
from python_logging_rabbitmq import RabbitMQHandler
FORMAT = '%(asctime)-15s %(message)s'
formatter = logging.Formatter(fmt=FORMAT)
rabbit = RabbitMQHandler(formatter=formatter)For a custom JSON Formatter take a look at https://github.com/madzak/python-json-logger
To use with Django add the handler in the logging config.
LOGGING = {
'version': 1,
'disable_existing_loggers': False,
'handlers': {
'rabbit': {
'level': 'DEBUG',
'class': 'python_logging_rabbitmq.RabbitMQHandler',
'host': 'localhost'
}
},
'loggers': {
'myapp': {
'handlers': ['rabbit'],
'level': 'DEBUG',
'propagate': False
}
}
}Same as when use it with standalone python, you could configure the handle directly when declaring it in the config:
LOGGING = {
'version': 1,
'disable_existing_loggers': False,
'handlers': {
'rabbit': {
'level': 'DEBUG',
'class': 'python_logging_rabbitmq.RabbitMQHandler',
'host': 'localhost',
'port': 5672,
'username': 'guest',
'password': 'guest',
'exchange': 'log',
'declare_exchange': False,
'connection_params': {
'virtual_host': '/',
'connection_attempts': 3,
'socket_timeout': 5000
},
'fields': {
'source': 'MainAPI',
'env': 'production'
},
'fields_under_root': True
}
},
'loggers': {
'myapp': {
'handlers': ['rabbit'],
'level': 'DEBUG',
'propagate': False
}
}
}LOGGING = {
'version': 1,
'disable_existing_loggers': False,
'formatters': {
'standard': {
'format': '%(levelname)-8s [%(asctime)s]: %(message)s'
}
},
'handlers': {
'rabbit': {
'level': 'DEBUG',
'class': 'python_logging_rabbitmq.RabbitMQHandler',
'host': 'localhost',
'formatter': 'standard'
}
},
'loggers': {
'myapp': {
'handlers': ['rabbit'],
'level': 'DEBUG',
'propagate': False
}
}
}pip install python-json-loggerLOGGING = {
'version': 1,
'disable_existing_loggers': False,
'formatters': {
'json': {
'()': 'pythonjsonlogger.jsonlogger.JsonFormatter',
'fmt': '%(name)s %(levelname) %(asctime)s %(message)s'
}
},
'handlers': {
'rabbit': {
'level': 'DEBUG',
'class': 'python_logging_rabbitmq.RabbitMQHandler',
'host': 'localhost',
'formatter': 'json'
}
},
'loggers': {
'myapp': {
'handlers': ['rabbit'],
'level': 'DEBUG',
'propagate': False
}
}
}
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