除了应该去的日志文件之外,有没有办法使用logging
模块自动将内容输出到标准输出?例如,我希望所有对、、的调用都去到他们想要的地方,但另外总是被复制到。这是为了避免重复消息,例如:logger.warning
logger.critical
logger.error
stdout
mylogger.critical("something failed")
print "something failed"
除了应该去的日志文件之外,有没有办法使用logging
模块自动将内容输出到标准输出?例如,我希望所有对、、的调用都去到他们想要的地方,但另外总是被复制到。这是为了避免重复消息,例如:logger.warning
logger.critical
logger.error
stdout
mylogger.critical("something failed")
print "something failed"
所有日志记录输出都由处理程序处理;只需将 a 添加logging.StreamHandler()
到根记录器即可。
这是一个配置流处理程序(使用stdout
而不是 default stderr
)并将其添加到根记录器的示例:
import logging
import sys
root = logging.getLogger()
root.setLevel(logging.DEBUG)
handler = logging.StreamHandler(sys.stdout)
handler.setLevel(logging.DEBUG)
formatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s')
handler.setFormatter(formatter)
root.addHandler(handler)
记录到标准输出的最简单方法:
import logging
import sys
logging.basicConfig(stream=sys.stdout, level=logging.DEBUG)
handlers
您可以为 file 和stdout创建两个处理程序,然后创建一个带有basicConfig
. 如果两个处理程序的 log_level 和格式输出相同,这可能会很有用:
import logging
import sys
file_handler = logging.FileHandler(filename='tmp.log')
stdout_handler = logging.StreamHandler(sys.stdout)
handlers = [file_handler, stdout_handler]
logging.basicConfig(
level=logging.DEBUG,
format='[%(asctime)s] {%(filename)s:%(lineno)d} %(levelname)s - %(message)s',
handlers=handlers
)
logger = logging.getLogger('LOGGER_NAME')
可以使用多个处理程序。
import logging
import auxiliary_module
# create logger with 'spam_application'
log = logging.getLogger('spam_application')
log.setLevel(logging.DEBUG)
# create formatter and add it to the handlers
formatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s')
# create file handler which logs even debug messages
fh = logging.FileHandler('spam.log')
fh.setLevel(logging.DEBUG)
fh.setFormatter(formatter)
log.addHandler(fh)
# create console handler with a higher log level
ch = logging.StreamHandler()
ch.setLevel(logging.ERROR)
ch.setFormatter(formatter)
log.addHandler(ch)
log.info('creating an instance of auxiliary_module.Auxiliary')
a = auxiliary_module.Auxiliary()
log.info('created an instance of auxiliary_module.Auxiliary')
log.info('calling auxiliary_module.Auxiliary.do_something')
a.do_something()
log.info('finished auxiliary_module.Auxiliary.do_something')
log.info('calling auxiliary_module.some_function()')
auxiliary_module.some_function()
log.info('done with auxiliary_module.some_function()')
# remember to close the handlers
for handler in log.handlers:
handler.close()
log.removeFilter(handler)
记录到文件和标准错误的最简单方法:
import logging
logging.basicConfig(filename="logfile.txt")
stderrLogger=logging.StreamHandler()
stderrLogger.setFormatter(logging.Formatter(logging.BASIC_FORMAT))
logging.getLogger().addHandler(stderrLogger)
这是一个基于功能强大但文档很少的logging.config.dictConfig
方法的解决方案。它不是将每条日志消息都发送到stdout
,而是将日志级别ERROR
和更高级别的消息发送到 ,并将stderr
其他所有消息发送到stdout
。如果系统的其他部分正在收听stderr
或,这将很有用stdout
。
import logging
import logging.config
import sys
class _ExcludeErrorsFilter(logging.Filter):
def filter(self, record):
"""Only lets through log messages with log level below ERROR (numeric value: 40)."""
return record.levelno < 40
config = {
'version': 1,
'filters': {
'exclude_errors': {
'()': _ExcludeErrorsFilter
}
},
'formatters': {
# Modify log message format here or replace with your custom formatter class
'my_formatter': {
'format': '(%(process)d) %(asctime)s %(name)s (line %(lineno)s) | %(levelname)s %(message)s'
}
},
'handlers': {
'console_stderr': {
# Sends log messages with log level ERROR or higher to stderr
'class': 'logging.StreamHandler',
'level': 'ERROR',
'formatter': 'my_formatter',
'stream': sys.stderr
},
'console_stdout': {
# Sends log messages with log level lower than ERROR to stdout
'class': 'logging.StreamHandler',
'level': 'DEBUG',
'formatter': 'my_formatter',
'filters': ['exclude_errors'],
'stream': sys.stdout
},
'file': {
# Sends all log messages to a file
'class': 'logging.FileHandler',
'level': 'DEBUG',
'formatter': 'my_formatter',
'filename': 'my.log',
'encoding': 'utf8'
}
},
'root': {
# In general, this should be kept at 'NOTSET'.
# Otherwise it would interfere with the log levels set for each handler.
'level': 'NOTSET',
'handlers': ['console_stderr', 'console_stdout', 'file']
},
}
logging.config.dictConfig(config)
有关更详细的解释 - 该链接上的出色文档。例如:很简单,你只需要设置两个记录器。
import sys
import logging
logger = logging.getLogger('')
logger.setLevel(logging.DEBUG)
fh = logging.FileHandler('my_log_info.log')
sh = logging.StreamHandler(sys.stdout)
formatter = logging.Formatter('[%(asctime)s] %(levelname)s [%(filename)s.%(funcName)s:%(lineno)d] %(message)s', datefmt='%a, %d %b %Y %H:%M:%S')
fh.setFormatter(formatter)
sh.setFormatter(formatter)
logger.addHandler(fh)
logger.addHandler(sh)
def hello_logger():
logger.info("Hello info")
logger.critical("Hello critical")
logger.warning("Hello warning")
logger.debug("Hello debug")
if __name__ == "__main__":
print(hello_logger())
输出 - 终端:
[Mon, 10 Aug 2020 12:44:25] INFO [TestLoger.py.hello_logger:15] Hello info
[Mon, 10 Aug 2020 12:44:25] CRITICAL [TestLoger.py.hello_logger:16] Hello critical
[Mon, 10 Aug 2020 12:44:25] WARNING [TestLoger.py.hello_logger:17] Hello warning
[Mon, 10 Aug 2020 12:44:25] DEBUG [TestLoger.py.hello_logger:18] Hello debug
None
输出 - 在文件中:
包裹:
pip install colorlog
代码:
import sys
import logging
import colorlog
logger = logging.getLogger('')
logger.setLevel(logging.DEBUG)
fh = logging.FileHandler('my_log_info.log')
sh = logging.StreamHandler(sys.stdout)
formatter = logging.Formatter('[%(asctime)s] %(levelname)s [%(filename)s.%(funcName)s:%(lineno)d] %(message)s', datefmt='%a, %d %b %Y %H:%M:%S')
fh.setFormatter(formatter)
sh.setFormatter(colorlog.ColoredFormatter('%(log_color)s [%(asctime)s] %(levelname)s [%(filename)s.%(funcName)s:%(lineno)d] %(message)s', datefmt='%a, %d %b %Y %H:%M:%S'))
logger.addHandler(fh)
logger.addHandler(sh)
def hello_logger():
logger.info("Hello info")
logger.critical("Hello critical")
logger.warning("Hello warning")
logger.debug("Hello debug")
logger.error("Error message")
if __name__ == "__main__":
hello_logger()
从文件完成记录器配置INI
,其中还包括stdout
和的设置debug.log
:
handler_file
level=WARNING
handler_screen
level=DEBUG
由于没有人共享一个整洁的两个班轮,我将分享我自己的:
logging.basicConfig(filename='logs.log', level=logging.DEBUG, format="%(asctime)s:%(levelname)s: %(message)s")
logging.getLogger().addHandler(logging.StreamHandler())
这是一个非常简单的例子:
import logging
l = logging.getLogger("test")
# Add a file logger
f = logging.FileHandler("test.log")
l.addHandler(f)
# Add a stream logger
s = logging.StreamHandler()
l.addHandler(s)
# Send a test message to both -- critical will always log
l.critical("test msg")
输出将在标准输出和文件中显示“test msg”。
我简化了我的源代码(其原始版本是 OOP 并使用配置文件),为您提供@EliasStrehle 的替代解决方案,而不使用 dictConfig(因此最容易与现有源代码集成):
import logging
import sys
def create_stream_handler(stream, formatter, level, message_filter=None):
handler = logging.StreamHandler(stream=stream)
handler.setLevel(level)
handler.setFormatter(formatter)
if message_filter:
handler.addFilter(message_filter)
return handler
def configure_logger(logger: logging.Logger, enable_console: bool = True, enable_file: bool = True):
if not logger.handlers:
if enable_console:
message_format: str = '{asctime:20} {name:16} {levelname:8} {message}'
date_format: str = '%Y/%m/%d %H:%M:%S'
level: int = logging.DEBUG
formatter = logging.Formatter(message_format, date_format, '{')
# Configures error output (from Warning levels).
error_output_handler = create_stream_handler(sys.stderr, formatter,
max(level, logging.WARNING))
logger.addHandler(error_output_handler)
# Configures standard output (from configured Level, if lower than Warning,
# and excluding everything from Warning and higher).
if level < logging.WARNING:
standard_output_filter = lambda record: record.levelno < logging.WARNING
standard_output_handler = create_stream_handler(sys.stdout, formatter, level,
standard_output_filter)
logger.addHandler(standard_output_handler)
if enable_file:
message_format: str = '{asctime:20} {name:16} {levelname:8} {message}'
date_format: str = '%Y/%m/%d %H:%M:%S'
level: int = logging.DEBUG
output_file: str = '/tmp/so_test.log'
handler = logging.FileHandler(output_file)
formatter = logging.Formatter(message_format, date_format, '{')
handler.setLevel(level)
handler.setFormatter(formatter)
logger.addHandler(handler)
这是一个非常简单的测试方法:
logger: logging.Logger = logging.getLogger('MyLogger')
logger.setLevel(logging.DEBUG)
configure_logger(logger, True, True)
logger.debug('Debug message ...')
logger.info('Info message ...')
logger.warning('Warning ...')
logger.error('Error ...')
logger.fatal('Fatal message ...')