| ======= |
| Logging |
| ======= |
| |
| .. module:: django.utils.log |
| :synopsis: Logging tools for Django applications |
| |
| A quick logging primer |
| ====================== |
| |
| Django uses Python's builtin :mod:`logging` module to perform system logging. |
| The usage of this module is discussed in detail in Python's own documentation. |
| However, if you've never used Python's logging framework (or even if you have), |
| here's a quick primer. |
| |
| The cast of players |
| ------------------- |
| |
| A Python logging configuration consists of four parts: |
| |
| * :ref:`topic-logging-parts-loggers` |
| * :ref:`topic-logging-parts-handlers` |
| * :ref:`topic-logging-parts-filters` |
| * :ref:`topic-logging-parts-formatters` |
| |
| .. _topic-logging-parts-loggers: |
| |
| Loggers |
| ~~~~~~~ |
| |
| A logger is the entry point into the logging system. Each logger is |
| a named bucket to which messages can be written for processing. |
| |
| A logger is configured to have a *log level*. This log level describes |
| the severity of the messages that the logger will handle. Python |
| defines the following log levels: |
| |
| * ``DEBUG``: Low level system information for debugging purposes |
| |
| * ``INFO``: General system information |
| |
| * ``WARNING``: Information describing a minor problem that has |
| occurred. |
| |
| * ``ERROR``: Information describing a major problem that has |
| occurred. |
| |
| * ``CRITICAL``: Information describing a critical problem that has |
| occurred. |
| |
| Each message that is written to the logger is a *Log Record*. Each log |
| record also has a *log level* indicating the severity of that specific |
| message. A log record can also contain useful metadata that describes |
| the event that is being logged. This can include details such as a |
| stack trace or an error code. |
| |
| When a message is given to the logger, the log level of the message is |
| compared to the log level of the logger. If the log level of the |
| message meets or exceeds the log level of the logger itself, the |
| message will undergo further processing. If it doesn't, the message |
| will be ignored. |
| |
| Once a logger has determined that a message needs to be processed, |
| it is passed to a *Handler*. |
| |
| .. _topic-logging-parts-handlers: |
| |
| Handlers |
| ~~~~~~~~ |
| |
| The handler is the engine that determines what happens to each message |
| in a logger. It describes a particular logging behavior, such as |
| writing a message to the screen, to a file, or to a network socket. |
| |
| Like loggers, handlers also have a log level. If the log level of a |
| log record doesn't meet or exceed the level of the handler, the |
| handler will ignore the message. |
| |
| A logger can have multiple handlers, and each handler can have a |
| different log level. In this way, it is possible to provide different |
| forms of notification depending on the importance of a message. For |
| example, you could install one handler that forwards ``ERROR`` and |
| ``CRITICAL`` messages to a paging service, while a second handler |
| logs all messages (including ``ERROR`` and ``CRITICAL`` messages) to a |
| file for later analysis. |
| |
| .. _topic-logging-parts-filters: |
| |
| Filters |
| ~~~~~~~ |
| |
| A filter is used to provide additional control over which log records |
| are passed from logger to handler. |
| |
| By default, any log message that meets log level requirements will be |
| handled. However, by installing a filter, you can place additional |
| criteria on the logging process. For example, you could install a |
| filter that only allows ``ERROR`` messages from a particular source to |
| be emitted. |
| |
| Filters can also be used to modify the logging record prior to being |
| emitted. For example, you could write a filter that downgrades |
| ``ERROR`` log records to ``WARNING`` records if a particular set of |
| criteria are met. |
| |
| Filters can be installed on loggers or on handlers; multiple filters |
| can be used in a chain to perform multiple filtering actions. |
| |
| .. _topic-logging-parts-formatters: |
| |
| Formatters |
| ~~~~~~~~~~ |
| |
| Ultimately, a log record needs to be rendered as text. Formatters |
| describe the exact format of that text. A formatter usually consists |
| of a Python formatting string; however, you can also write custom |
| formatters to implement specific formatting behavior. |
| |
| Using logging |
| ============= |
| |
| Once you have configured your loggers, handlers, filters and |
| formatters, you need to place logging calls into your code. Using the |
| logging framework is very simple. Here's an example:: |
| |
| # 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!') |
| |
| And that's it! Every time the ``bad_mojo`` condition is activated, an |
| error log record will be written. |
| |
| Naming loggers |
| -------------- |
| |
| The call to :func:`logging.getLogger()` obtains (creating, if |
| necessary) an instance of a logger. The logger instance is identified |
| by a name. This name is used to identify the logger for configuration |
| purposes. |
| |
| By convention, the logger name is usually ``__name__``, the name of |
| the python module that contains the logger. This allows you to filter |
| and handle logging calls on a per-module basis. However, if you have |
| some other way of organizing your logging messages, you can provide |
| any dot-separated name to identify your logger:: |
| |
| # Get an instance of a specific named logger |
| logger = logging.getLogger('project.interesting.stuff') |
| |
| The dotted paths of logger names define a hierarchy. The |
| ``project.interesting`` logger is considered to be a parent of the |
| ``project.interesting.stuff`` logger; the ``project`` logger |
| is a parent of the ``project.interesting`` logger. |
| |
| Why is the hierarchy important? Well, because loggers can be set to |
| *propagate* their logging calls to their parents. In this way, you can |
| define a single set of handlers at the root of a logger tree, and |
| capture all logging calls in the subtree of loggers. A logging handler |
| defined in the ``project`` namespace will catch all logging messages |
| issued on the ``project.interesting`` and |
| ``project.interesting.stuff`` loggers. |
| |
| This propagation can be controlled on a per-logger basis. If |
| you don't want a particular logger to propagate to it's parents, you |
| can turn off this behavior. |
| |
| Making logging calls |
| -------------------- |
| |
| The logger instance contains an entry method for each of the default |
| log levels: |
| |
| * ``logger.critical()`` |
| * ``logger.error()`` |
| * ``logger.warning()`` |
| * ``logger.info()`` |
| * ``logger.debug()`` |
| |
| There are two other logging calls available: |
| |
| * ``logger.log()``: Manually emits a logging message with a |
| specific log level. |
| |
| * ``logger.exception()``: Creates an ``ERROR`` level logging |
| message wrapping the current exception stack frame. |
| |
| .. _configuring-logging: |
| |
| Configuring logging |
| =================== |
| |
| Of course, it isn't enough to just put logging calls into your code. |
| You also need to configure the loggers, handlers, filters and |
| formatters to ensure that logging output is output in a useful way. |
| |
| Python's logging library provides several techniques to configure |
| logging, ranging from a programmatic interface to configuration files. |
| By default, Django uses the `dictConfig format`_. |
| |
| .. note:: |
| ``logging.dictConfig`` is a builtin library in Python 2.7. In |
| order to make this library available for users of earlier Python |
| versions, Django includes a copy as part of ``django.utils.log``. |
| If you have Python 2.7 or later, the system native library will be used; if |
| you have Python 2.6, Django's copy will be used. |
| |
| In order to configure logging, you use :setting:`LOGGING` to define a |
| dictionary of logging settings. These settings describes the loggers, |
| handlers, filters and formatters that you want in your logging setup, |
| and the log levels and other properties that you want those components |
| to have. |
| |
| Prior to Django 1.5, the :setting:`LOGGING` setting always overwrote the |
| :ref:`default Django logging configuration <default-logging-configuration>`. |
| From Django 1.5 forward, it is possible to get the project's logging |
| configuration merged with Django's defaults, hence you can decide if you want to |
| add to, or replace the existing configuration. |
| |
| If the ``disable_existing_loggers`` key in the :setting:`LOGGING` dictConfig is |
| set to ``True`` (which is the default) the default configuration is completely |
| overridden. Alternatively you can redefine some or all of the loggers by |
| setting ``disable_existing_loggers`` to ``False``. |
| |
| Logging is configured as soon as settings have been loaded |
| (either manually using :func:`~django.conf.settings.configure` or when at least |
| one setting is accessed). Since the loading of settings is one of the first |
| things that Django does, you can be certain that loggers are always ready for |
| use in your project code. |
| |
| .. _dictConfig format: http://docs.python.org/library/logging.config.html#configuration-dictionary-schema |
| |
| .. _a third-party library: http://bitbucket.org/vinay.sajip/dictconfig |
| |
| An example |
| ---------- |
| |
| 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 is an example of a fairly |
| complex logging setup, configured using :func:`logging.config.dictConfig`:: |
| |
| LOGGING = { |
| 'version': 1, |
| 'disable_existing_loggers': True, |
| 'formatters': { |
| 'verbose': { |
| 'format': '%(levelname)s %(asctime)s %(module)s %(process)d %(thread)d %(message)s' |
| }, |
| 'simple': { |
| 'format': '%(levelname)s %(message)s' |
| }, |
| }, |
| 'filters': { |
| 'special': { |
| '()': 'project.logging.SpecialFilter', |
| 'foo': 'bar', |
| } |
| }, |
| 'handlers': { |
| 'null': { |
| 'level': 'DEBUG', |
| 'class': 'django.utils.log.NullHandler', |
| }, |
| 'console':{ |
| 'level': 'DEBUG', |
| 'class': 'logging.StreamHandler', |
| 'formatter': 'simple' |
| }, |
| 'mail_admins': { |
| 'level': 'ERROR', |
| 'class': 'django.utils.log.AdminEmailHandler', |
| 'filters': ['special'] |
| } |
| }, |
| 'loggers': { |
| 'django': { |
| 'handlers': ['null'], |
| 'propagate': True, |
| 'level': 'INFO', |
| }, |
| '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. |
| |
| * Disables all existing logging configurations. |
| |
| * 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 the `formatter documentation`_. |
| |
| * ``verbose``, that outputs the log level name, the log |
| message, plus the time, process, thread and module that |
| generate the log message. |
| |
| * Defines one filter -- ``project.logging.SpecialFilter``, |
| using the alias ``special``. If this filter required additional |
| arguments at time of construction, 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 the ``SpecialFilter``. |
| |
| * Defines three handlers: |
| |
| * ``null``, a NullHandler, which will pass any ``DEBUG`` (or |
| higher) message to ``/dev/null``. |
| |
| * ``console``, a StreamHandler, which will print any ``DEBUG`` |
| (or higher) message to stderr. This handler uses the ``simple`` output |
| format. |
| |
| * ``mail_admins``, an AdminEmailHandler, which will email any |
| ``ERROR`` (or higher) message to the site admins. This handler uses |
| the ``special`` filter. |
| |
| * Configures three loggers: |
| |
| * ``django``, which passes all messages at ``INFO`` or higher |
| to the ``null`` 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. |
| |
| .. _formatter documentation: http://docs.python.org/library/logging.html#formatter-objects |
| |
| Custom logging configuration |
| ---------------------------- |
| |
| If you don't want to use Python's dictConfig format to configure your |
| logger, you can specify your own configuration scheme. |
| |
| The :setting:`LOGGING_CONFIG` setting defines the callable that will |
| be used to configure Django's loggers. By default, it points at |
| Python's :func:`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 :setting:`LOGGING` will |
| be provided as the value of that argument when logging is configured. |
| |
| Disabling logging configuration |
| ------------------------------- |
| |
| If you don't want to configure logging at all (or you want to manually |
| configure logging using your own approach), you can set |
| :setting:`LOGGING_CONFIG` to ``None``. This will disable the |
| configuration process. |
| |
| .. note:: |
| Setting :setting:`LOGGING_CONFIG` to ``None`` only means that the |
| 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's logging extensions |
| =========================== |
| |
| Django provides a number of utilities to handle the unique |
| requirements of logging in Web server environment. |
| |
| Loggers |
| ------- |
| |
| Django provides three built-in loggers. |
| |
| ``django`` |
| ~~~~~~~~~~ |
| |
| ``django`` is the catch-all logger. No messages are posted directly to |
| this logger. |
| |
| ``django.request`` |
| ~~~~~~~~~~~~~~~~~~ |
| |
| Log messages related to the handling of requests. 5XX responses are |
| raised as ``ERROR`` messages; 4XX responses are raised as ``WARNING`` |
| messages. |
| |
| 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.db.backends`` |
| ~~~~~~~~~~~~~~~~~~~~~~ |
| |
| Messages relating to the interaction of code with the database. |
| For example, every 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. |
| |
| Handlers |
| -------- |
| |
| Django provides one log handler in addition to those provided by the |
| Python logging module. |
| |
| .. class:: AdminEmailHandler([include_html=False]) |
| |
| 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. |
| |
| 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 :setting:`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 |
| :ref:`Filtering error reports<filtering-error-reports>`. |
| |
| .. _Sentry: http://pypi.python.org/pypi/sentry |
| |
| |
| Filters |
| ------- |
| |
| Django provides two log filters in addition to those provided by the Python |
| logging module. |
| |
| .. class:: CallbackFilter(callback) |
| |
| .. versionadded:: 1.4 |
| |
| 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 :exc:`~django.http.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' |
| } |
| }, |
| |
| .. class:: RequireDebugFalse() |
| |
| .. versionadded:: 1.4 |
| |
| This filter will only pass on records when settings.DEBUG is False. |
| |
| This filter is used as follows in the default :setting:`LOGGING` |
| configuration to ensure that the :class:`AdminEmailHandler` only sends error |
| emails to admins when :setting:`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' |
| } |
| }, |
| |
| .. class:: RequireDebugTrue() |
| |
| .. versionadded:: 1.5 |
| |
| This filter is similar to :class:`RequireDebugFalse`, except that records are |
| passed only when :setting:`DEBUG` is ``True``. |
| |
| .. _default-logging-configuration: |
| |
| Django's default logging configuration |
| ====================================== |
| |
| By default, Django configures the ``django.request`` logger so that all messages |
| with ``ERROR`` or ``CRITICAL`` level are sent to :class:`AdminEmailHandler`, as |
| long as the :setting:`DEBUG` setting is set to ``False``. |
| |
| All messages reaching the ``django`` catch-all logger when :setting:`DEBUG` is |
| ``True`` are sent to the console. They are simply discarded (sent to |
| ``NullHandler``) when :setting:`DEBUG` is ``False``. |
| |
| .. versionchanged:: 1.5 |
| |
| Before Django 1.5, all messages reaching the ``django`` logger were |
| discarded, regardless of :setting:`DEBUG`. |
| |
| See also :ref:`Configuring logging <configuring-logging>` to learn how you can |
| complement or replace this default logging configuration. |