Django 使用 Python 内置的 logging
模块处理系统日志。关于该模块的使用,Python 自己的文档里有更详细的探讨。不过,如果你从来没用过 Python 的 logging 框架(或者即便你用过),这里是一篇快速的入门讲解。
一份 Python logging 配置有下面四个部分组成:
logger 是日志系统的入口。每个 logger 都是命名了的 bucket, 消息写入 bucket 以便进一步处理。
logger 可以配置 日志级别。日志级别描述了由该 logger 处理的消息的严重性。Python 定义了下面几种日志级别:
DEBUG
:排查故障时使用的低级别系统信息INFO
:一般的系统信息WARNING
:描述系统发生了一些小问题的信息ERROR
:描述系统发生了大问题的信息CRITICAL
:描述系统发生严重问题的信息每一条写入 logger 的消息都是一条*日志记录*。每一条日志记录也包含*日志级别*,代表对应消息的严重程度。日志记录还包含有用的元数据,来描述被记录了日志的事件细节,例如堆栈跟踪或者错误码。
当 logger 处理一条消息时,会将自己的日志级别和这条消息的日志级别做对比。如果消息的日志级别匹配或者高于 logger 的日志级别,它就会被进一步处理。否则这条消息就会被忽略掉。
当 logger 确定了一条消息需要处理之后,会把它传给 Handler。
Handler 是决定如何处理 logger 中每一条消息的引擎。它描述特定的日志行为,比如把消息输出到屏幕、文件或网络 socket。
和 logger 一样,handler 也有日志级别的概念。如果一条日志记录的级别不匹配或者低于 handler 的日志级别,对应的消息会被 handler 忽略。
一个 logger 可以有多个 handler,每一个 handler 可以有不同的日志级别。这样就可以根据消息的重要性不同,来提供不同格式的输出。例如,你可以添加一个 handler 把 ERROR
和 CRITICAL
消息发到寻呼机,再添加另一个 handler 把所有的消息(包括 ERROR
和 CRITICAL
消息)保存到文件里以便日后分析。
在日志记录从 logger 传到 handler 的过程中,使用 Filter 来做额外的控制。
默认情况下,只要级别匹配,任何日志消息都会被处理。不过,也可以通过添加 filter 来给日志处理的过程增加额外条件。例如,可以添加一个 filter 只允许某个特定来源的 ERROR
消息输出。
Filter 还被用来在日志输出之前对日志记录做修改。例如,可以写一个 filter,当满足一定条件时,把日志记录从 ERROR
降到 WARNING
级别。
Filter 在 logger 和 handler 中都可以添加;多个 filter 可以链接起来使用,来做多重过滤操作。
配置好了 logger,handler,filter 和 formatter 之后,需要在代码里发起 logging 的调用。使用 logging 框架非常简单,下面是个例子:
# import the logging library
import logging
# Get an instance of a logger
logger = logging.getLogger(__name__)
def my_view(request, arg1, arg):
...
if bad_mojo:
# Log an error message
logger.error('Something went wrong!')
就这么简单!bad_mojo
条件每次满足都会写一条 error 日志。
对 logging.getLogger()
的调用会获取(必要时会创建)一个 logger 的实例。不同的 logger 实例用名字来区分。这个名字是为了在配置的时候指定 logger。
按照惯例,logger 的名字通常是包含该 logger 的 Python 模块名,即 __name__
。这样可以基于模块来过滤和处理日志请求。不过,如果你有其他的方式来组织你的日志消息,可以为 logger 提供点号分割的名字来标识它:
# Get an instance of a specific named logger
logger = logging.getLogger('project.interesting.stuff')
这种 logger 的名字,用点号分隔的路径定义了一种层次结构。project.interesting
这个 logger 是 project.interesting.stuff
logger 的上级;而 project
logger 是 project.interesting
logger 的上级。
为什么这种层级结构是重要的呢?因为 logger 可以设置为将日志的请求*传播*给上级。这样就可以在 logger 树结构的顶层定义一组单独的 handler,来捕获所有下层的日志请求。在 project
命名空间中定义的 logger handler 将会捕获 project.interesting
和 project.interesting.stuff
这两个 logger 中的所有日志请求。
可以基于 logger 来控制传播的行为。 如果你不希望某个 logger 传播给上级,可以关闭它。
logger 实例包含了每种默认日志级别的入口方法:
logger.debug()
logger.info()
logger.warning()
logger.error()
logger.critical()
还有两种其他的调用方法:
logger.log()
:手动输出一条指定日志级别的日志消息。logger.exception()
:创建一个包含当前异常堆栈帧的 ERROR
级别日志消息。当然,仅仅在代码里调用 logging 是不够的。还需要配置 logger、handler、filter 和 formatter 来确保日志框架能有效地输出日志。
Python 的日志库提供了一些配置方法,可以使用编程接口或者配置文件。Django默认使用 dictConfig format。
为了配置 logging ,用字典的格式定义一个 LOGGING
配置项,这些配置描述了你想要的 logger、handler、filter 和 formatter,以及它们的日志级别和其他你想要的属性。
默认情况下 LOGGING
配置和 Django's default logging configuration 按照下面的方式合并在一起:
如果 LOGGING
这个配置项中的 disable_existing_loggers
被设置为 True
(默认就是 Ture),那么默认配置中的 logger 全部被禁用。被禁用的 logger 并不是被删除了,它们仍然存在,只是静默地丢弃所有发来的日志请求,甚至不会传播给上级 logger。所以你要谨慎使用 'disable_existing_loggers': True
;这很可能不是你想要的。相反你应该把 disable_existing_loggers
设置为 False
,然后再重新定义其中的一些默认 loggers,或者你也可以将 LOGGING_CONFIG
设置为 None
然后 handle logging config yourself。
logging 被配置成了 Django setup()
函数的一部分。因此,你可以确定的是,logger 一直都可以在项目代码里使用。
The full documentation for dictConfig format is the best source of information about logging configuration dictionaries. However, to give you a taste of what is possible, here are several examples.
First, here's a simple configuration which writes all logging from the django logger to a local file:
LOGGING = {
'version': 1,
'disable_existing_loggers': False,
'handlers': {
'file': {
'level': 'DEBUG',
'class': 'logging.FileHandler',
'filename': '/path/to/django/debug.log',
},
},
'loggers': {
'django': {
'handlers': ['file'],
'level': 'DEBUG',
'propagate': True,
},
},
}
If you use this example, be sure to change the 'filename'
path to a
location that's writable by the user that's running the Django application.
Second, here's an example of how to make the logging system print Django's logging to the console. It may be useful during local development.
By default, this config only sends messages of level INFO
or higher to the
console (same as Django's default logging config, except that the default only
displays log records when DEBUG=True
). Django does not log many such
messages. With this config, however, you can also set the environment variable
DJANGO_LOG_LEVEL=DEBUG
to see all of Django's debug logging which is very
verbose as it includes all database queries:
import os
LOGGING = {
'version': 1,
'disable_existing_loggers': False,
'handlers': {
'console': {
'class': 'logging.StreamHandler',
},
},
'loggers': {
'django': {
'handlers': ['console'],
'level': os.getenv('DJANGO_LOG_LEVEL', 'INFO'),
},
},
}
Finally, here's an example of a fairly complex logging setup:
LOGGING = {
'version': 1,
'disable_existing_loggers': False,
'formatters': {
'verbose': {
'format': '{levelname} {asctime} {module} {process:d} {thread:d} {message}',
'style': '{',
},
'simple': {
'format': '{levelname} {message}',
'style': '{',
},
},
'filters': {
'special': {
'()': 'project.logging.SpecialFilter',
'foo': 'bar',
},
'require_debug_true': {
'()': 'django.utils.log.RequireDebugTrue',
},
},
'handlers': {
'console': {
'level': 'INFO',
'filters': ['require_debug_true'],
'class': 'logging.StreamHandler',
'formatter': 'simple'
},
'mail_admins': {
'level': 'ERROR',
'class': 'django.utils.log.AdminEmailHandler',
'filters': ['special']
}
},
'loggers': {
'django': {
'handlers': ['console'],
'propagate': True,
},
'django.request': {
'handlers': ['mail_admins'],
'level': 'ERROR',
'propagate': False,
},
'myproject.custom': {
'handlers': ['console', 'mail_admins'],
'level': 'INFO',
'filters': ['special']
}
}
}
This logging configuration does the following things:
Identifies the configuration as being in 'dictConfig version 1' format. At present, this is the only dictConfig format version.
Defines two formatters:
simple
, that just outputs the log level name (e.g.,
DEBUG
) and the log message.
The format
string is a normal Python formatting string
describing the details that are to be output on each logging
line. The full list of detail that can be output can be
found in Formatter Objects.
verbose
, that outputs the log level name, the log
message, plus the time, process, thread and module that
generate the log message.
Defines two filters:
project.logging.SpecialFilter
, using the alias special
. If this
filter required additional arguments, they can be provided as additional
keys in the filter configuration dictionary. In this case, the argument
foo
will be given a value of bar
when instantiating
SpecialFilter
.django.utils.log.RequireDebugTrue
, which passes on records when
DEBUG
is True
.Defines two handlers:
console
, a StreamHandler
, which prints any INFO
(or higher) message to sys.stderr
. This handler uses the simple
output format.mail_admins
, an AdminEmailHandler
, which emails any ERROR
(or higher) message to the site ADMINS
. This handler uses the
special
filter.Configures three loggers:
django
, which passes all messages to the console
handler.django.request
, which passes all ERROR
messages to
the mail_admins
handler. In addition, this logger is
marked to not propagate messages. This means that log
messages written to django.request
will not be handled
by the django
logger.myproject.custom
, which passes all messages at INFO
or higher that also pass the special
filter to two
handlers -- the console
, and mail_admins
. This
means that all INFO
level messages (or higher) will be
printed to the console; ERROR
and CRITICAL
messages will also be output via email.If you don't want to use Python's dictConfig format to configure your logger, you can specify your own configuration scheme.
The LOGGING_CONFIG
setting defines the callable that will
be used to configure Django's loggers. By default, it points at
Python's logging.config.dictConfig()
function. However, if you want to
use a different configuration process, you can use any other callable
that takes a single argument. The contents of LOGGING
will
be provided as the value of that argument when logging is configured.
If you don't want to configure logging at all (or you want to manually
configure logging using your own approach), you can set
LOGGING_CONFIG
to None
. This will disable the
configuration process for Django's default logging. Here's an example that disables Django's
logging configuration and then manually configures logging:
LOGGING_CONFIG = None
import logging.config
logging.config.dictConfig(...)
Setting LOGGING_CONFIG
to None
only means that the automatic
configuration process is disabled, not logging itself. If you disable the
configuration process, Django will still make logging calls, falling back to
whatever default logging behavior is defined.
Django provides a number of utilities to handle the unique requirements of logging in Web server environment.
Django provides several built-in loggers.
django
¶The catch-all logger for messages in the django
hierarchy. No messages are
posted using this name but instead using one of the loggers below.
django.request
¶Log messages related to the handling of requests. 5XX responses are
raised as ERROR
messages; 4XX responses are raised as WARNING
messages. Requests that are logged to the django.security
logger aren't
logged to django.request
.
Messages to this logger have the following extra context:
status_code
: The HTTP response code associated with the
request.request
: The request object that generated the logging
message.django.server
¶Log messages related to the handling of requests received by the server invoked
by the runserver
command. HTTP 5XX responses are logged as ERROR
messages, 4XX responses are logged as WARNING
messages, and everything else
is logged as INFO
.
Messages to this logger have the following extra context:
status_code
: The HTTP response code associated with the request.request
: The request object that generated the logging message.django.template
¶Log messages related to the rendering of templates.
DEBUG
messages.django.db.backends
¶Messages relating to the interaction of code with the database. For example,
every application-level SQL statement executed by a request is logged at the
DEBUG
level to this logger.
Messages to this logger have the following extra context:
duration
: The time taken to execute the SQL statement.sql
: The SQL statement that was executed.params
: The parameters that were used in the SQL call.For performance reasons, SQL logging is only enabled when
settings.DEBUG
is set to True
, regardless of the logging
level or handlers that are installed.
This logging does not include framework-level initialization (e.g.
SET TIMEZONE
) or transaction management queries (e.g. BEGIN
,
COMMIT
, and ROLLBACK
). Turn on query logging in your database if you
wish to view all database queries.
django.security.*
¶The security loggers will receive messages on any occurrence of
SuspiciousOperation
and other security-related
errors. There is a sub-logger for each subtype of security error, including all
SuspiciousOperation
s. The level of the log event depends on where the
exception is handled. Most occurrences are logged as a warning, while
any SuspiciousOperation
that reaches the WSGI handler will be logged as an
error. For example, when an HTTP Host
header is included in a request from
a client that does not match ALLOWED_HOSTS
, Django will return a 400
response, and an error message will be logged to the
django.security.DisallowedHost
logger.
These log events will reach the django
logger by default, which mails error
events to admins when DEBUG=False
. Requests resulting in a 400 response due
to a SuspiciousOperation
will not be logged to the django.request
logger, but only to the django.security
logger.
To silence a particular type of SuspiciousOperation
, you can override that
specific logger following this example:
'handlers': {
'null': {
'class': 'logging.NullHandler',
},
},
'loggers': {
'django.security.DisallowedHost': {
'handlers': ['null'],
'propagate': False,
},
},
Other django.security
loggers not based on SuspiciousOperation
are:
django.security.csrf
: For CSRF failures.django.db.backends.schema
¶Logs the SQL queries that are executed during schema changes to the database by
the migrations framework. Note that it won't log the
queries executed by RunPython
.
Messages to this logger have params
and sql
in their extra context (but
unlike django.db.backends
, not duration). The values have the same meaning
as explained in django.db.backends.
Django provides one log handler in addition to those provided by the Python logging module.
AdminEmailHandler
(include_html=False, email_backend=None)[源代码]¶This handler sends an email to the site ADMINS
for each log
message it receives.
If the log record contains a request
attribute, the full details
of the request will be included in the email. The email subject will
include the phrase "internal IP" if the client's IP address is in the
INTERNAL_IPS
setting; if not, it will include "EXTERNAL IP".
If the log record contains stack trace information, that stack trace will be included in the email.
The include_html
argument of AdminEmailHandler
is used to
control whether the traceback email includes an HTML attachment
containing the full content of the debug Web page that would have been
produced if DEBUG
were True
. To set this value in your
configuration, include it in the handler definition for
django.utils.log.AdminEmailHandler
, like this:
'handlers': {
'mail_admins': {
'level': 'ERROR',
'class': 'django.utils.log.AdminEmailHandler',
'include_html': True,
}
},
Note that this HTML version of the email contains a full traceback, with names and values of local variables at each level of the stack, plus the values of your Django settings. This information is potentially very sensitive, and you may not want to send it over email. Consider using something such as Sentry to get the best of both worlds -- the rich information of full tracebacks plus the security of not sending the information over email. You may also explicitly designate certain sensitive information to be filtered out of error reports -- learn more on Filtering error reports.
By setting the email_backend
argument of AdminEmailHandler
, the
email backend that is being used by the
handler can be overridden, like this:
'handlers': {
'mail_admins': {
'level': 'ERROR',
'class': 'django.utils.log.AdminEmailHandler',
'email_backend': 'django.core.mail.backends.filebased.EmailBackend',
}
},
By default, an instance of the email backend specified in
EMAIL_BACKEND
will be used.
send_mail
(subject, message, *args, **kwargs)[源代码]¶Sends emails to admin users. To customize this behavior, you can
subclass the AdminEmailHandler
class and
override this method.
Django provides some log filters in addition to those provided by the Python logging module.
CallbackFilter
(callback)[源代码]¶This filter accepts a callback function (which should accept a single argument, the record to be logged), and calls it for each record that passes through the filter. Handling of that record will not proceed if the callback returns False.
For instance, to filter out UnreadablePostError
(raised when a user cancels an upload) from the admin emails, you would
create a filter function:
from django.http import UnreadablePostError
def skip_unreadable_post(record):
if record.exc_info:
exc_type, exc_value = record.exc_info[:2]
if isinstance(exc_value, UnreadablePostError):
return False
return True
and then add it to your logging config:
'filters': {
'skip_unreadable_posts': {
'()': 'django.utils.log.CallbackFilter',
'callback': skip_unreadable_post,
}
},
'handlers': {
'mail_admins': {
'level': 'ERROR',
'filters': ['skip_unreadable_posts'],
'class': 'django.utils.log.AdminEmailHandler'
}
},
RequireDebugFalse
[源代码]¶This filter will only pass on records when settings.DEBUG is False.
This filter is used as follows in the default LOGGING
configuration to ensure that the AdminEmailHandler
only sends
error emails to admins when DEBUG
is False
:
'filters': {
'require_debug_false': {
'()': 'django.utils.log.RequireDebugFalse',
}
},
'handlers': {
'mail_admins': {
'level': 'ERROR',
'filters': ['require_debug_false'],
'class': 'django.utils.log.AdminEmailHandler'
}
},
RequireDebugTrue
[源代码]¶This filter is similar to RequireDebugFalse
, except that records are
passed only when DEBUG
is True
.
By default, Django configures the following logging:
When DEBUG
is True
:
django
logger sends messages in the django
hierarchy (except
django.server
) at the INFO
level or higher to the console.When DEBUG
is False
:
django
logger sends messages in the django
hierarchy (except
django.server
) with ERROR
or CRITICAL
level to
AdminEmailHandler
.Independent of the value of DEBUG
:
INFO
level
or higher to the console.All loggers except django.server propagate logging to their
parents, up to the root django
logger. The console
and mail_admins
handlers are attached to the root logger to provide the behavior described
above.
See also Configuring logging to learn how you can complement or replace this default logging configuration.
1月 11, 2019