| :mod:`logging` --- Logging facility for Python |
| ============================================== |
| |
| .. module:: logging |
| :synopsis: Flexible event logging system for applications. |
| |
| |
| .. moduleauthor:: Vinay Sajip <vinay_sajip@red-dove.com> |
| .. sectionauthor:: Vinay Sajip <vinay_sajip@red-dove.com> |
| |
| |
| .. index:: pair: Errors; logging |
| |
| .. sidebar:: Important |
| |
| This page contains the API reference information. For tutorial |
| information and discussion of more advanced topics, see |
| |
| * :ref:`Basic Tutorial <logging-basic-tutorial>` |
| * :ref:`Advanced Tutorial <logging-advanced-tutorial>` |
| * :ref:`Logging Cookbook <logging-cookbook>` |
| |
| |
| This module defines functions and classes which implement a flexible event |
| logging system for applications and libraries. |
| |
| The key benefit of having the logging API provided by a standard library module |
| is that all Python modules can participate in logging, so your application log |
| can include your own messages integrated with messages from third-party |
| modules. |
| |
| The module provides a lot of functionality and flexibility. If you are |
| unfamiliar with logging, the best way to get to grips with it is to see the |
| tutorials (see the links on the right). |
| |
| The basic classes defined by the module, together with their functions, are |
| listed below. |
| |
| * Loggers expose the interface that application code directly uses. |
| * Handlers send the log records (created by loggers) to the appropriate |
| destination. |
| * Filters provide a finer grained facility for determining which log records |
| to output. |
| * Formatters specify the layout of log records in the final output. |
| |
| |
| .. _logger: |
| |
| Logger Objects |
| -------------- |
| |
| Loggers have the following attributes and methods. Note that Loggers are never |
| instantiated directly, but always through the module-level function |
| ``logging.getLogger(name)``. Multiple calls to :func:`getLogger` with the same |
| name will always return a reference to the same Logger object. |
| |
| The ``name`` is potentially a period-separated hierarchical value, like |
| ``foo.bar.baz`` (though it could also be just plain ``foo``, for example). |
| Loggers that are further down in the hierarchical list are children of loggers |
| higher up in the list. For example, given a logger with a name of ``foo``, |
| loggers with names of ``foo.bar``, ``foo.bar.baz``, and ``foo.bam`` are all |
| descendants of ``foo``. The logger name hierarchy is analogous to the Python |
| package hierarchy, and identical to it if you organise your loggers on a |
| per-module basis using the recommended construction |
| ``logging.getLogger(__name__)``. That's because in a module, ``__name__`` |
| is the module's name in the Python package namespace. |
| |
| |
| .. class:: Logger |
| |
| .. attribute:: Logger.propagate |
| |
| If this evaluates to true, logging messages are passed by this logger and by |
| its child loggers to the handlers of higher level (ancestor) loggers. |
| Messages are passed directly to the ancestor loggers' handlers - neither the |
| level nor filters of the ancestor loggers in question are considered. |
| |
| If this evaluates to false, logging messages are not passed to the handlers |
| of ancestor loggers. |
| |
| The constructor sets this attribute to ``True``. |
| |
| |
| .. method:: Logger.setLevel(lvl) |
| |
| Sets the threshold for this logger to *lvl*. Logging messages which are less |
| severe than *lvl* will be ignored. When a logger is created, the level is set to |
| :const:`NOTSET` (which causes all messages to be processed when the logger is |
| the root logger, or delegation to the parent when the logger is a non-root |
| logger). Note that the root logger is created with level :const:`WARNING`. |
| |
| The term 'delegation to the parent' means that if a logger has a level of |
| NOTSET, its chain of ancestor loggers is traversed until either an ancestor with |
| a level other than NOTSET is found, or the root is reached. |
| |
| If an ancestor is found with a level other than NOTSET, then that ancestor's |
| level is treated as the effective level of the logger where the ancestor search |
| began, and is used to determine how a logging event is handled. |
| |
| If the root is reached, and it has a level of NOTSET, then all messages will be |
| processed. Otherwise, the root's level will be used as the effective level. |
| |
| .. versionchanged:: 3.2 |
| The *lvl* parameter now accepts a string representation of the |
| level such as 'INFO' as an alternative to the integer constants |
| such as :const:`INFO`. |
| |
| |
| .. method:: Logger.isEnabledFor(lvl) |
| |
| Indicates if a message of severity *lvl* would be processed by this logger. |
| This method checks first the module-level level set by |
| ``logging.disable(lvl)`` and then the logger's effective level as determined |
| by :meth:`getEffectiveLevel`. |
| |
| |
| .. method:: Logger.getEffectiveLevel() |
| |
| Indicates the effective level for this logger. If a value other than |
| :const:`NOTSET` has been set using :meth:`setLevel`, it is returned. Otherwise, |
| the hierarchy is traversed towards the root until a value other than |
| :const:`NOTSET` is found, and that value is returned. |
| |
| |
| .. method:: Logger.getChild(suffix) |
| |
| Returns a logger which is a descendant to this logger, as determined by the suffix. |
| Thus, ``logging.getLogger('abc').getChild('def.ghi')`` would return the same |
| logger as would be returned by ``logging.getLogger('abc.def.ghi')``. This is a |
| convenience method, useful when the parent logger is named using e.g. ``__name__`` |
| rather than a literal string. |
| |
| .. versionadded:: 3.2 |
| |
| |
| .. method:: Logger.debug(msg, *args, **kwargs) |
| |
| Logs a message with level :const:`DEBUG` on this logger. The *msg* is the |
| message format string, and the *args* are the arguments which are merged into |
| *msg* using the string formatting operator. (Note that this means that you can |
| use keywords in the format string, together with a single dictionary argument.) |
| |
| There are three keyword arguments in *kwargs* which are inspected: *exc_info* |
| which, if it does not evaluate as false, causes exception information to be |
| added to the logging message. If an exception tuple (in the format returned by |
| :func:`sys.exc_info`) is provided, it is used; otherwise, :func:`sys.exc_info` |
| is called to get the exception information. |
| |
| The second optional keyword argument is *stack_info*, which defaults to |
| False. If specified as True, stack information is added to the logging |
| message, including the actual logging call. Note that this is not the same |
| stack information as that displayed through specifying *exc_info*: The |
| former is stack frames from the bottom of the stack up to the logging call |
| in the current thread, whereas the latter is information about stack frames |
| which have been unwound, following an exception, while searching for |
| exception handlers. |
| |
| You can specify *stack_info* independently of *exc_info*, e.g. to just show |
| how you got to a certain point in your code, even when no exceptions were |
| raised. The stack frames are printed following a header line which says:: |
| |
| Stack (most recent call last): |
| |
| This mimics the ``Traceback (most recent call last):`` which is used when |
| displaying exception frames. |
| |
| The third keyword argument is *extra* which can be used to pass a |
| dictionary which is used to populate the __dict__ of the LogRecord created for |
| the logging event with user-defined attributes. These custom attributes can then |
| be used as you like. For example, they could be incorporated into logged |
| messages. For example:: |
| |
| FORMAT = '%(asctime)-15s %(clientip)s %(user)-8s %(message)s' |
| logging.basicConfig(format=FORMAT) |
| d = {'clientip': '192.168.0.1', 'user': 'fbloggs'} |
| logger = logging.getLogger('tcpserver') |
| logger.warning('Protocol problem: %s', 'connection reset', extra=d) |
| |
| would print something like :: |
| |
| 2006-02-08 22:20:02,165 192.168.0.1 fbloggs Protocol problem: connection reset |
| |
| The keys in the dictionary passed in *extra* should not clash with the keys used |
| by the logging system. (See the :class:`Formatter` documentation for more |
| information on which keys are used by the logging system.) |
| |
| If you choose to use these attributes in logged messages, you need to exercise |
| some care. In the above example, for instance, the :class:`Formatter` has been |
| set up with a format string which expects 'clientip' and 'user' in the attribute |
| dictionary of the LogRecord. If these are missing, the message will not be |
| logged because a string formatting exception will occur. So in this case, you |
| always need to pass the *extra* dictionary with these keys. |
| |
| While this might be annoying, this feature is intended for use in specialized |
| circumstances, such as multi-threaded servers where the same code executes in |
| many contexts, and interesting conditions which arise are dependent on this |
| context (such as remote client IP address and authenticated user name, in the |
| above example). In such circumstances, it is likely that specialized |
| :class:`Formatter`\ s would be used with particular :class:`Handler`\ s. |
| |
| .. versionadded:: 3.2 |
| The *stack_info* parameter was added. |
| |
| |
| .. method:: Logger.info(msg, *args, **kwargs) |
| |
| Logs a message with level :const:`INFO` on this logger. The arguments are |
| interpreted as for :meth:`debug`. |
| |
| |
| .. method:: Logger.warning(msg, *args, **kwargs) |
| |
| Logs a message with level :const:`WARNING` on this logger. The arguments are |
| interpreted as for :meth:`debug`. |
| |
| |
| .. method:: Logger.error(msg, *args, **kwargs) |
| |
| Logs a message with level :const:`ERROR` on this logger. The arguments are |
| interpreted as for :meth:`debug`. |
| |
| |
| .. method:: Logger.critical(msg, *args, **kwargs) |
| |
| Logs a message with level :const:`CRITICAL` on this logger. The arguments are |
| interpreted as for :meth:`debug`. |
| |
| |
| .. method:: Logger.log(lvl, msg, *args, **kwargs) |
| |
| Logs a message with integer level *lvl* on this logger. The other arguments are |
| interpreted as for :meth:`debug`. |
| |
| |
| .. method:: Logger.exception(msg, *args) |
| |
| Logs a message with level :const:`ERROR` on this logger. The arguments are |
| interpreted as for :meth:`debug`. Exception info is added to the logging |
| message. This method should only be called from an exception handler. |
| |
| |
| .. method:: Logger.addFilter(filt) |
| |
| Adds the specified filter *filt* to this logger. |
| |
| |
| .. method:: Logger.removeFilter(filt) |
| |
| Removes the specified filter *filt* from this logger. |
| |
| |
| .. method:: Logger.filter(record) |
| |
| Applies this logger's filters to the record and returns a true value if the |
| record is to be processed. |
| |
| |
| .. method:: Logger.addHandler(hdlr) |
| |
| Adds the specified handler *hdlr* to this logger. |
| |
| |
| .. method:: Logger.removeHandler(hdlr) |
| |
| Removes the specified handler *hdlr* from this logger. |
| |
| |
| .. method:: Logger.findCaller(stack_info=False) |
| |
| Finds the caller's source filename and line number. Returns the filename, line |
| number, function name and stack information as a 4-element tuple. The stack |
| information is returned as *None* unless *stack_info* is *True*. |
| |
| |
| .. method:: Logger.handle(record) |
| |
| Handles a record by passing it to all handlers associated with this logger and |
| its ancestors (until a false value of *propagate* is found). This method is used |
| for unpickled records received from a socket, as well as those created locally. |
| Logger-level filtering is applied using :meth:`~Logger.filter`. |
| |
| |
| .. method:: Logger.makeRecord(name, lvl, fn, lno, msg, args, exc_info, func=None, extra=None, sinfo=None) |
| |
| This is a factory method which can be overridden in subclasses to create |
| specialized :class:`LogRecord` instances. |
| |
| .. method:: Logger.hasHandlers() |
| |
| Checks to see if this logger has any handlers configured. This is done by |
| looking for handlers in this logger and its parents in the logger hierarchy. |
| Returns True if a handler was found, else False. The method stops searching |
| up the hierarchy whenever a logger with the 'propagate' attribute set to |
| False is found - that will be the last logger which is checked for the |
| existence of handlers. |
| |
| .. versionadded:: 3.2 |
| |
| |
| .. _handler: |
| |
| Handler Objects |
| --------------- |
| |
| Handlers have the following attributes and methods. Note that :class:`Handler` |
| is never instantiated directly; this class acts as a base for more useful |
| subclasses. However, the :meth:`__init__` method in subclasses needs to call |
| :meth:`Handler.__init__`. |
| |
| |
| .. method:: Handler.__init__(level=NOTSET) |
| |
| Initializes the :class:`Handler` instance by setting its level, setting the list |
| of filters to the empty list and creating a lock (using :meth:`createLock`) for |
| serializing access to an I/O mechanism. |
| |
| |
| .. method:: Handler.createLock() |
| |
| Initializes a thread lock which can be used to serialize access to underlying |
| I/O functionality which may not be threadsafe. |
| |
| |
| .. method:: Handler.acquire() |
| |
| Acquires the thread lock created with :meth:`createLock`. |
| |
| |
| .. method:: Handler.release() |
| |
| Releases the thread lock acquired with :meth:`acquire`. |
| |
| |
| .. method:: Handler.setLevel(lvl) |
| |
| Sets the threshold for this handler to *lvl*. Logging messages which are less |
| severe than *lvl* will be ignored. When a handler is created, the level is set |
| to :const:`NOTSET` (which causes all messages to be processed). |
| |
| .. versionchanged:: 3.2 |
| The *lvl* parameter now accepts a string representation of the |
| level such as 'INFO' as an alternative to the integer constants |
| such as :const:`INFO`. |
| |
| |
| .. method:: Handler.setFormatter(form) |
| |
| Sets the :class:`Formatter` for this handler to *form*. |
| |
| |
| .. method:: Handler.addFilter(filt) |
| |
| Adds the specified filter *filt* to this handler. |
| |
| |
| .. method:: Handler.removeFilter(filt) |
| |
| Removes the specified filter *filt* from this handler. |
| |
| |
| .. method:: Handler.filter(record) |
| |
| Applies this handler's filters to the record and returns a true value if the |
| record is to be processed. |
| |
| |
| .. method:: Handler.flush() |
| |
| Ensure all logging output has been flushed. This version does nothing and is |
| intended to be implemented by subclasses. |
| |
| |
| .. method:: Handler.close() |
| |
| Tidy up any resources used by the handler. This version does no output but |
| removes the handler from an internal list of handlers which is closed when |
| :func:`shutdown` is called. Subclasses should ensure that this gets called |
| from overridden :meth:`close` methods. |
| |
| |
| .. method:: Handler.handle(record) |
| |
| Conditionally emits the specified logging record, depending on filters which may |
| have been added to the handler. Wraps the actual emission of the record with |
| acquisition/release of the I/O thread lock. |
| |
| |
| .. method:: Handler.handleError(record) |
| |
| This method should be called from handlers when an exception is encountered |
| during an :meth:`emit` call. If the module-level attribute |
| ``raiseExceptions`` is ``False``, exceptions get silently ignored. This is |
| what is mostly wanted for a logging system - most users will not care about |
| errors in the logging system, they are more interested in application |
| errors. You could, however, replace this with a custom handler if you wish. |
| The specified record is the one which was being processed when the exception |
| occurred. (The default value of ``raiseExceptions`` is ``True``, as that is |
| more useful during development). |
| |
| |
| .. method:: Handler.format(record) |
| |
| Do formatting for a record - if a formatter is set, use it. Otherwise, use the |
| default formatter for the module. |
| |
| |
| .. method:: Handler.emit(record) |
| |
| Do whatever it takes to actually log the specified logging record. This version |
| is intended to be implemented by subclasses and so raises a |
| :exc:`NotImplementedError`. |
| |
| For a list of handlers included as standard, see :mod:`logging.handlers`. |
| |
| .. _formatter-objects: |
| |
| Formatter Objects |
| ----------------- |
| |
| .. currentmodule:: logging |
| |
| :class:`Formatter` objects have the following attributes and methods. They are |
| responsible for converting a :class:`LogRecord` to (usually) a string which can |
| be interpreted by either a human or an external system. The base |
| :class:`Formatter` allows a formatting string to be specified. If none is |
| supplied, the default value of ``'%(message)s'`` is used. |
| |
| A Formatter can be initialized with a format string which makes use of knowledge |
| of the :class:`LogRecord` attributes - such as the default value mentioned above |
| making use of the fact that the user's message and arguments are pre-formatted |
| into a :class:`LogRecord`'s *message* attribute. This format string contains |
| standard Python %-style mapping keys. See section :ref:`old-string-formatting` |
| for more information on string formatting. |
| |
| The useful mapping keys in a :class:`LogRecord` are given in the section on |
| :ref:`logrecord-attributes`. |
| |
| |
| .. class:: Formatter(fmt=None, datefmt=None, style='%') |
| |
| Returns a new instance of the :class:`Formatter` class. The instance is |
| initialized with a format string for the message as a whole, as well as a |
| format string for the date/time portion of a message. If no *fmt* is |
| specified, ``'%(message)s'`` is used. If no *datefmt* is specified, the |
| ISO8601 date format is used. |
| |
| The *style* parameter can be one of '%', '{' or '$' and determines how |
| the format string will be merged with its data: using one of %-formatting, |
| :meth:`str.format` or :class:`string.Template`. |
| |
| .. versionchanged:: 3.2 |
| The *style* parameter was added. |
| |
| |
| .. method:: format(record) |
| |
| The record's attribute dictionary is used as the operand to a string |
| formatting operation. Returns the resulting string. Before formatting the |
| dictionary, a couple of preparatory steps are carried out. The *message* |
| attribute of the record is computed using *msg* % *args*. If the |
| formatting string contains ``'(asctime)'``, :meth:`formatTime` is called |
| to format the event time. If there is exception information, it is |
| formatted using :meth:`formatException` and appended to the message. Note |
| that the formatted exception information is cached in attribute |
| *exc_text*. This is useful because the exception information can be |
| pickled and sent across the wire, but you should be careful if you have |
| more than one :class:`Formatter` subclass which customizes the formatting |
| of exception information. In this case, you will have to clear the cached |
| value after a formatter has done its formatting, so that the next |
| formatter to handle the event doesn't use the cached value but |
| recalculates it afresh. |
| |
| If stack information is available, it's appended after the exception |
| information, using :meth:`formatStack` to transform it if necessary. |
| |
| |
| .. method:: formatTime(record, datefmt=None) |
| |
| This method should be called from :meth:`format` by a formatter which |
| wants to make use of a formatted time. This method can be overridden in |
| formatters to provide for any specific requirement, but the basic behavior |
| is as follows: if *datefmt* (a string) is specified, it is used with |
| :func:`time.strftime` to format the creation time of the |
| record. Otherwise, the ISO8601 format is used. The resulting string is |
| returned. |
| |
| This function uses a user-configurable function to convert the creation |
| time to a tuple. By default, :func:`time.localtime` is used; to change |
| this for a particular formatter instance, set the ``converter`` attribute |
| to a function with the same signature as :func:`time.localtime` or |
| :func:`time.gmtime`. To change it for all formatters, for example if you |
| want all logging times to be shown in GMT, set the ``converter`` |
| attribute in the ``Formatter`` class. |
| |
| .. method:: formatException(exc_info) |
| |
| Formats the specified exception information (a standard exception tuple as |
| returned by :func:`sys.exc_info`) as a string. This default implementation |
| just uses :func:`traceback.print_exception`. The resulting string is |
| returned. |
| |
| .. method:: formatStack(stack_info) |
| |
| Formats the specified stack information (a string as returned by |
| :func:`traceback.print_stack`, but with the last newline removed) as a |
| string. This default implementation just returns the input value. |
| |
| .. _filter: |
| |
| Filter Objects |
| -------------- |
| |
| ``Filters`` can be used by ``Handlers`` and ``Loggers`` for more sophisticated |
| filtering than is provided by levels. The base filter class only allows events |
| which are below a certain point in the logger hierarchy. For example, a filter |
| initialized with 'A.B' will allow events logged by loggers 'A.B', 'A.B.C', |
| 'A.B.C.D', 'A.B.D' etc. but not 'A.BB', 'B.A.B' etc. If initialized with the |
| empty string, all events are passed. |
| |
| |
| .. class:: Filter(name='') |
| |
| Returns an instance of the :class:`Filter` class. If *name* is specified, it |
| names a logger which, together with its children, will have its events allowed |
| through the filter. If *name* is the empty string, allows every event. |
| |
| |
| .. method:: filter(record) |
| |
| Is the specified record to be logged? Returns zero for no, nonzero for |
| yes. If deemed appropriate, the record may be modified in-place by this |
| method. |
| |
| Note that filters attached to handlers are consulted whenever an event is |
| emitted by the handler, whereas filters attached to loggers are consulted |
| whenever an event is logged to the handler (using :meth:`debug`, :meth:`info`, |
| etc.) This means that events which have been generated by descendant loggers |
| will not be filtered by a logger's filter setting, unless the filter has also |
| been applied to those descendant loggers. |
| |
| You don't actually need to subclass ``Filter``: you can pass any instance |
| which has a ``filter`` method with the same semantics. |
| |
| .. versionchanged:: 3.2 |
| You don't need to create specialized ``Filter`` classes, or use other |
| classes with a ``filter`` method: you can use a function (or other |
| callable) as a filter. The filtering logic will check to see if the filter |
| object has a ``filter`` attribute: if it does, it's assumed to be a |
| ``Filter`` and its :meth:`~Filter.filter` method is called. Otherwise, it's |
| assumed to be a callable and called with the record as the single |
| parameter. The returned value should conform to that returned by |
| :meth:`~Filter.filter`. |
| |
| Although filters are used primarily to filter records based on more |
| sophisticated criteria than levels, they get to see every record which is |
| processed by the handler or logger they're attached to: this can be useful if |
| you want to do things like counting how many records were processed by a |
| particular logger or handler, or adding, changing or removing attributes in |
| the LogRecord being processed. Obviously changing the LogRecord needs to be |
| done with some care, but it does allow the injection of contextual information |
| into logs (see :ref:`filters-contextual`). |
| |
| .. _log-record: |
| |
| LogRecord Objects |
| ----------------- |
| |
| :class:`LogRecord` instances are created automatically by the :class:`Logger` |
| every time something is logged, and can be created manually via |
| :func:`makeLogRecord` (for example, from a pickled event received over the |
| wire). |
| |
| |
| .. class:: LogRecord(name, level, pathname, lineno, msg, args, exc_info, func=None, sinfo=None) |
| |
| Contains all the information pertinent to the event being logged. |
| |
| The primary information is passed in :attr:`msg` and :attr:`args`, which |
| are combined using ``msg % args`` to create the :attr:`message` field of the |
| record. |
| |
| :param name: The name of the logger used to log the event represented by |
| this LogRecord. |
| :param level: The numeric level of the logging event (one of DEBUG, INFO etc.) |
| Note that this is converted to *two* attributes of the LogRecord: |
| ``levelno`` for the numeric value and ``levelname`` for the |
| corresponding level name. |
| :param pathname: The full pathname of the source file where the logging call |
| was made. |
| :param lineno: The line number in the source file where the logging call was |
| made. |
| :param msg: The event description message, possibly a format string with |
| placeholders for variable data. |
| :param args: Variable data to merge into the *msg* argument to obtain the |
| event description. |
| :param exc_info: An exception tuple with the current exception information, |
| or *None* if no exception information is available. |
| :param func: The name of the function or method from which the logging call |
| was invoked. |
| :param sinfo: A text string representing stack information from the base of |
| the stack in the current thread, up to the logging call. |
| |
| .. method:: getMessage() |
| |
| Returns the message for this :class:`LogRecord` instance after merging any |
| user-supplied arguments with the message. If the user-supplied message |
| argument to the logging call is not a string, :func:`str` is called on it to |
| convert it to a string. This allows use of user-defined classes as |
| messages, whose ``__str__`` method can return the actual format string to |
| be used. |
| |
| .. versionchanged:: 3.2 |
| The creation of a ``LogRecord`` has been made more configurable by |
| providing a factory which is used to create the record. The factory can be |
| set using :func:`getLogRecordFactory` and :func:`setLogRecordFactory` |
| (see this for the factory's signature). |
| |
| This functionality can be used to inject your own values into a |
| LogRecord at creation time. You can use the following pattern:: |
| |
| old_factory = logging.getLogRecordFactory() |
| |
| def record_factory(*args, **kwargs): |
| record = old_factory(*args, **kwargs) |
| record.custom_attribute = 0xdecafbad |
| return record |
| |
| logging.setLogRecordFactory(record_factory) |
| |
| With this pattern, multiple factories could be chained, and as long |
| as they don't overwrite each other's attributes or unintentionally |
| overwrite the standard attributes listed above, there should be no |
| surprises. |
| |
| |
| .. _logrecord-attributes: |
| |
| LogRecord attributes |
| -------------------- |
| |
| The LogRecord has a number of attributes, most of which are derived from the |
| parameters to the constructor. (Note that the names do not always correspond |
| exactly between the LogRecord constructor parameters and the LogRecord |
| attributes.) These attributes can be used to merge data from the record into |
| the format string. The following table lists (in alphabetical order) the |
| attribute names, their meanings and the corresponding placeholder in a %-style |
| format string. |
| |
| If you are using {}-formatting (:func:`str.format`), you can use |
| ``{attrname}`` as the placeholder in the format string. If you are using |
| $-formatting (:class:`string.Template`), use the form ``${attrname}``. In |
| both cases, of course, replace ``attrname`` with the actual attribute name |
| you want to use. |
| |
| In the case of {}-formatting, you can specify formatting flags by placing them |
| after the attribute name, separated from it with a colon. For example: a |
| placeholder of ``{msecs:03d}`` would format a millisecond value of ``4`` as |
| ``004``. Refer to the :meth:`str.format` documentation for full details on |
| the options available to you. |
| |
| +----------------+-------------------------+-----------------------------------------------+ |
| | Attribute name | Format | Description | |
| +================+=========================+===============================================+ |
| | args | You shouldn't need to | The tuple of arguments merged into ``msg`` to | |
| | | format this yourself. | produce ``message``. | |
| +----------------+-------------------------+-----------------------------------------------+ |
| | asctime | ``%(asctime)s`` | Human-readable time when the | |
| | | | :class:`LogRecord` was created. By default | |
| | | | this is of the form '2003-07-08 16:49:45,896' | |
| | | | (the numbers after the comma are millisecond | |
| | | | portion of the time). | |
| +----------------+-------------------------+-----------------------------------------------+ |
| | created | ``%(created)f`` | Time when the :class:`LogRecord` was created | |
| | | | (as returned by :func:`time.time`). | |
| +----------------+-------------------------+-----------------------------------------------+ |
| | exc_info | You shouldn't need to | Exception tuple (Ã la ``sys.exc_info``) or, | |
| | | format this yourself. | if no exception has occurred, *None*. | |
| +----------------+-------------------------+-----------------------------------------------+ |
| | filename | ``%(filename)s`` | Filename portion of ``pathname``. | |
| +----------------+-------------------------+-----------------------------------------------+ |
| | funcName | ``%(funcName)s`` | Name of function containing the logging call. | |
| +----------------+-------------------------+-----------------------------------------------+ |
| | levelname | ``%(levelname)s`` | Text logging level for the message | |
| | | | (``'DEBUG'``, ``'INFO'``, ``'WARNING'``, | |
| | | | ``'ERROR'``, ``'CRITICAL'``). | |
| +----------------+-------------------------+-----------------------------------------------+ |
| | levelno | ``%(levelno)s`` | Numeric logging level for the message | |
| | | | (:const:`DEBUG`, :const:`INFO`, | |
| | | | :const:`WARNING`, :const:`ERROR`, | |
| | | | :const:`CRITICAL`). | |
| +----------------+-------------------------+-----------------------------------------------+ |
| | lineno | ``%(lineno)d`` | Source line number where the logging call was | |
| | | | issued (if available). | |
| +----------------+-------------------------+-----------------------------------------------+ |
| | module | ``%(module)s`` | Module (name portion of ``filename``). | |
| +----------------+-------------------------+-----------------------------------------------+ |
| | msecs | ``%(msecs)d`` | Millisecond portion of the time when the | |
| | | | :class:`LogRecord` was created. | |
| +----------------+-------------------------+-----------------------------------------------+ |
| | message | ``%(message)s`` | The logged message, computed as ``msg % | |
| | | | args``. This is set when | |
| | | | :meth:`Formatter.format` is invoked. | |
| +----------------+-------------------------+-----------------------------------------------+ |
| | msg | You shouldn't need to | The format string passed in the original | |
| | | format this yourself. | logging call. Merged with ``args`` to | |
| | | | produce ``message``, or an arbitrary object | |
| | | | (see :ref:`arbitrary-object-messages`). | |
| +----------------+-------------------------+-----------------------------------------------+ |
| | name | ``%(name)s`` | Name of the logger used to log the call. | |
| +----------------+-------------------------+-----------------------------------------------+ |
| | pathname | ``%(pathname)s`` | Full pathname of the source file where the | |
| | | | logging call was issued (if available). | |
| +----------------+-------------------------+-----------------------------------------------+ |
| | process | ``%(process)d`` | Process ID (if available). | |
| +----------------+-------------------------+-----------------------------------------------+ |
| | processName | ``%(processName)s`` | Process name (if available). | |
| +----------------+-------------------------+-----------------------------------------------+ |
| | relativeCreated| ``%(relativeCreated)d`` | Time in milliseconds when the LogRecord was | |
| | | | created, relative to the time the logging | |
| | | | module was loaded. | |
| +----------------+-------------------------+-----------------------------------------------+ |
| | stack_info | You shouldn't need to | Stack frame information (where available) | |
| | | format this yourself. | from the bottom of the stack in the current | |
| | | | thread, up to and including the stack frame | |
| | | | of the logging call which resulted in the | |
| | | | creation of this record. | |
| +----------------+-------------------------+-----------------------------------------------+ |
| | thread | ``%(thread)d`` | Thread ID (if available). | |
| +----------------+-------------------------+-----------------------------------------------+ |
| | threadName | ``%(threadName)s`` | Thread name (if available). | |
| +----------------+-------------------------+-----------------------------------------------+ |
| |
| .. versionchanged:: 3.1 |
| *processName* was added. |
| |
| |
| .. _logger-adapter: |
| |
| LoggerAdapter Objects |
| --------------------- |
| |
| :class:`LoggerAdapter` instances are used to conveniently pass contextual |
| information into logging calls. For a usage example , see the section on |
| :ref:`adding contextual information to your logging output <context-info>`. |
| |
| .. class:: LoggerAdapter(logger, extra) |
| |
| Returns an instance of :class:`LoggerAdapter` initialized with an |
| underlying :class:`Logger` instance and a dict-like object. |
| |
| .. method:: process(msg, kwargs) |
| |
| Modifies the message and/or keyword arguments passed to a logging call in |
| order to insert contextual information. This implementation takes the object |
| passed as *extra* to the constructor and adds it to *kwargs* using key |
| 'extra'. The return value is a (*msg*, *kwargs*) tuple which has the |
| (possibly modified) versions of the arguments passed in. |
| |
| In addition to the above, :class:`LoggerAdapter` supports the following |
| methods of :class:`Logger`, i.e. :meth:`debug`, :meth:`info`, :meth:`warning`, |
| :meth:`error`, :meth:`exception`, :meth:`critical`, :meth:`log`, |
| :meth:`isEnabledFor`, :meth:`getEffectiveLevel`, :meth:`setLevel`, |
| :meth:`hasHandlers`. These methods have the same signatures as their |
| counterparts in :class:`Logger`, so you can use the two types of instances |
| interchangeably. |
| |
| .. versionchanged:: 3.2 |
| The :meth:`isEnabledFor`, :meth:`getEffectiveLevel`, :meth:`setLevel` and |
| :meth:`hasHandlers` methods were added to :class:`LoggerAdapter`. These |
| methods delegate to the underlying logger. |
| |
| |
| Thread Safety |
| ------------- |
| |
| The logging module is intended to be thread-safe without any special work |
| needing to be done by its clients. It achieves this though using threading |
| locks; there is one lock to serialize access to the module's shared data, and |
| each handler also creates a lock to serialize access to its underlying I/O. |
| |
| If you are implementing asynchronous signal handlers using the :mod:`signal` |
| module, you may not be able to use logging from within such handlers. This is |
| because lock implementations in the :mod:`threading` module are not always |
| re-entrant, and so cannot be invoked from such signal handlers. |
| |
| |
| Module-Level Functions |
| ---------------------- |
| |
| In addition to the classes described above, there are a number of module- level |
| functions. |
| |
| |
| .. function:: getLogger(name=None) |
| |
| Return a logger with the specified name or, if name is ``None``, return a |
| logger which is the root logger of the hierarchy. If specified, the name is |
| typically a dot-separated hierarchical name like *'a'*, *'a.b'* or *'a.b.c.d'*. |
| Choice of these names is entirely up to the developer who is using logging. |
| |
| All calls to this function with a given name return the same logger instance. |
| This means that logger instances never need to be passed between different parts |
| of an application. |
| |
| |
| .. function:: getLoggerClass() |
| |
| Return either the standard :class:`Logger` class, or the last class passed to |
| :func:`setLoggerClass`. This function may be called from within a new class |
| definition, to ensure that installing a customised :class:`Logger` class will |
| not undo customisations already applied by other code. For example:: |
| |
| class MyLogger(logging.getLoggerClass()): |
| # ... override behaviour here |
| |
| |
| .. function:: getLogRecordFactory() |
| |
| Return a callable which is used to create a :class:`LogRecord`. |
| |
| .. versionadded:: 3.2 |
| This function has been provided, along with :func:`setLogRecordFactory`, |
| to allow developers more control over how the :class:`LogRecord` |
| representing a logging event is constructed. |
| |
| See :func:`setLogRecordFactory` for more information about the how the |
| factory is called. |
| |
| .. function:: debug(msg, *args, **kwargs) |
| |
| Logs a message with level :const:`DEBUG` on the root logger. The *msg* is the |
| message format string, and the *args* are the arguments which are merged into |
| *msg* using the string formatting operator. (Note that this means that you can |
| use keywords in the format string, together with a single dictionary argument.) |
| |
| There are three keyword arguments in *kwargs* which are inspected: *exc_info* |
| which, if it does not evaluate as false, causes exception information to be |
| added to the logging message. If an exception tuple (in the format returned by |
| :func:`sys.exc_info`) is provided, it is used; otherwise, :func:`sys.exc_info` |
| is called to get the exception information. |
| |
| The second optional keyword argument is *stack_info*, which defaults to |
| False. If specified as True, stack information is added to the logging |
| message, including the actual logging call. Note that this is not the same |
| stack information as that displayed through specifying *exc_info*: The |
| former is stack frames from the bottom of the stack up to the logging call |
| in the current thread, whereas the latter is information about stack frames |
| which have been unwound, following an exception, while searching for |
| exception handlers. |
| |
| You can specify *stack_info* independently of *exc_info*, e.g. to just show |
| how you got to a certain point in your code, even when no exceptions were |
| raised. The stack frames are printed following a header line which says:: |
| |
| Stack (most recent call last): |
| |
| This mimics the ``Traceback (most recent call last):`` which is used when |
| displaying exception frames. |
| |
| The third optional keyword argument is *extra* which can be used to pass a |
| dictionary which is used to populate the __dict__ of the LogRecord created for |
| the logging event with user-defined attributes. These custom attributes can then |
| be used as you like. For example, they could be incorporated into logged |
| messages. For example:: |
| |
| FORMAT = '%(asctime)-15s %(clientip)s %(user)-8s %(message)s' |
| logging.basicConfig(format=FORMAT) |
| d = {'clientip': '192.168.0.1', 'user': 'fbloggs'} |
| logging.warning('Protocol problem: %s', 'connection reset', extra=d) |
| |
| would print something like:: |
| |
| 2006-02-08 22:20:02,165 192.168.0.1 fbloggs Protocol problem: connection reset |
| |
| The keys in the dictionary passed in *extra* should not clash with the keys used |
| by the logging system. (See the :class:`Formatter` documentation for more |
| information on which keys are used by the logging system.) |
| |
| If you choose to use these attributes in logged messages, you need to exercise |
| some care. In the above example, for instance, the :class:`Formatter` has been |
| set up with a format string which expects 'clientip' and 'user' in the attribute |
| dictionary of the LogRecord. If these are missing, the message will not be |
| logged because a string formatting exception will occur. So in this case, you |
| always need to pass the *extra* dictionary with these keys. |
| |
| While this might be annoying, this feature is intended for use in specialized |
| circumstances, such as multi-threaded servers where the same code executes in |
| many contexts, and interesting conditions which arise are dependent on this |
| context (such as remote client IP address and authenticated user name, in the |
| above example). In such circumstances, it is likely that specialized |
| :class:`Formatter`\ s would be used with particular :class:`Handler`\ s. |
| |
| .. versionadded:: 3.2 |
| The *stack_info* parameter was added. |
| |
| .. function:: info(msg, *args, **kwargs) |
| |
| Logs a message with level :const:`INFO` on the root logger. The arguments are |
| interpreted as for :func:`debug`. |
| |
| |
| .. function:: warning(msg, *args, **kwargs) |
| |
| Logs a message with level :const:`WARNING` on the root logger. The arguments are |
| interpreted as for :func:`debug`. |
| |
| |
| .. function:: error(msg, *args, **kwargs) |
| |
| Logs a message with level :const:`ERROR` on the root logger. The arguments are |
| interpreted as for :func:`debug`. |
| |
| |
| .. function:: critical(msg, *args, **kwargs) |
| |
| Logs a message with level :const:`CRITICAL` on the root logger. The arguments |
| are interpreted as for :func:`debug`. |
| |
| |
| .. function:: exception(msg, *args) |
| |
| Logs a message with level :const:`ERROR` on the root logger. The arguments are |
| interpreted as for :func:`debug`. Exception info is added to the logging |
| message. This function should only be called from an exception handler. |
| |
| .. function:: log(level, msg, *args, **kwargs) |
| |
| Logs a message with level *level* on the root logger. The other arguments are |
| interpreted as for :func:`debug`. |
| |
| .. note:: The above module-level functions which delegate to the root |
| logger should *not* be used in threads, in versions of Python earlier |
| than 2.7.1 and 3.2, unless at least one handler has been added to the |
| root logger *before* the threads are started. These convenience functions |
| call :func:`basicConfig` to ensure that at least one handler is |
| available; in earlier versions of Python, this can (under rare |
| circumstances) lead to handlers being added multiple times to the root |
| logger, which can in turn lead to multiple messages for the same event. |
| |
| .. function:: disable(lvl) |
| |
| Provides an overriding level *lvl* for all loggers which takes precedence over |
| the logger's own level. When the need arises to temporarily throttle logging |
| output down across the whole application, this function can be useful. Its |
| effect is to disable all logging calls of severity *lvl* and below, so that |
| if you call it with a value of INFO, then all INFO and DEBUG events would be |
| discarded, whereas those of severity WARNING and above would be processed |
| according to the logger's effective level. To undo the effect of a call to |
| ``logging.disable(lvl)``, call ``logging.disable(logging.NOTSET)``. |
| |
| |
| .. function:: addLevelName(lvl, levelName) |
| |
| Associates level *lvl* with text *levelName* in an internal dictionary, which is |
| used to map numeric levels to a textual representation, for example when a |
| :class:`Formatter` formats a message. This function can also be used to define |
| your own levels. The only constraints are that all levels used must be |
| registered using this function, levels should be positive integers and they |
| should increase in increasing order of severity. |
| |
| .. note:: If you are thinking of defining your own levels, please see the |
| section on :ref:`custom-levels`. |
| |
| .. function:: getLevelName(lvl) |
| |
| Returns the textual representation of logging level *lvl*. If the level is one |
| of the predefined levels :const:`CRITICAL`, :const:`ERROR`, :const:`WARNING`, |
| :const:`INFO` or :const:`DEBUG` then you get the corresponding string. If you |
| have associated levels with names using :func:`addLevelName` then the name you |
| have associated with *lvl* is returned. If a numeric value corresponding to one |
| of the defined levels is passed in, the corresponding string representation is |
| returned. Otherwise, the string 'Level %s' % lvl is returned. |
| |
| |
| .. function:: makeLogRecord(attrdict) |
| |
| Creates and returns a new :class:`LogRecord` instance whose attributes are |
| defined by *attrdict*. This function is useful for taking a pickled |
| :class:`LogRecord` attribute dictionary, sent over a socket, and reconstituting |
| it as a :class:`LogRecord` instance at the receiving end. |
| |
| |
| .. function:: basicConfig(**kwargs) |
| |
| Does basic configuration for the logging system by creating a |
| :class:`StreamHandler` with a default :class:`Formatter` and adding it to the |
| root logger. The functions :func:`debug`, :func:`info`, :func:`warning`, |
| :func:`error` and :func:`critical` will call :func:`basicConfig` automatically |
| if no handlers are defined for the root logger. |
| |
| This function does nothing if the root logger already has handlers |
| configured for it. |
| |
| .. note:: This function should be called from the main thread |
| before other threads are started. In versions of Python prior to |
| 2.7.1 and 3.2, if this function is called from multiple threads, |
| it is possible (in rare circumstances) that a handler will be added |
| to the root logger more than once, leading to unexpected results |
| such as messages being duplicated in the log. |
| |
| The following keyword arguments are supported. |
| |
| +--------------+---------------------------------------------+ |
| | Format | Description | |
| +==============+=============================================+ |
| | ``filename`` | Specifies that a FileHandler be created, | |
| | | using the specified filename, rather than a | |
| | | StreamHandler. | |
| +--------------+---------------------------------------------+ |
| | ``filemode`` | Specifies the mode to open the file, if | |
| | | filename is specified (if filemode is | |
| | | unspecified, it defaults to 'a'). | |
| +--------------+---------------------------------------------+ |
| | ``format`` | Use the specified format string for the | |
| | | handler. | |
| +--------------+---------------------------------------------+ |
| | ``datefmt`` | Use the specified date/time format. | |
| +--------------+---------------------------------------------+ |
| | ``style`` | If ``format`` is specified, use this style | |
| | | for the format string. One of '%', '{' or | |
| | | '$' for %-formatting, :meth:`str.format` or | |
| | | :class:`string.Template` respectively, and | |
| | | defaulting to '%' if not specified. | |
| +--------------+---------------------------------------------+ |
| | ``level`` | Set the root logger level to the specified | |
| | | level. | |
| +--------------+---------------------------------------------+ |
| | ``stream`` | Use the specified stream to initialize the | |
| | | StreamHandler. Note that this argument is | |
| | | incompatible with 'filename' - if both are | |
| | | present, 'stream' is ignored. | |
| +--------------+---------------------------------------------+ |
| |
| .. versionchanged:: 3.2 |
| The ``style`` argument was added. |
| |
| |
| .. function:: shutdown() |
| |
| Informs the logging system to perform an orderly shutdown by flushing and |
| closing all handlers. This should be called at application exit and no |
| further use of the logging system should be made after this call. |
| |
| |
| .. function:: setLoggerClass(klass) |
| |
| Tells the logging system to use the class *klass* when instantiating a logger. |
| The class should define :meth:`__init__` such that only a name argument is |
| required, and the :meth:`__init__` should call :meth:`Logger.__init__`. This |
| function is typically called before any loggers are instantiated by applications |
| which need to use custom logger behavior. |
| |
| |
| .. function:: setLogRecordFactory(factory) |
| |
| Set a callable which is used to create a :class:`LogRecord`. |
| |
| :param factory: The factory callable to be used to instantiate a log record. |
| |
| .. versionadded:: 3.2 |
| This function has been provided, along with :func:`getLogRecordFactory`, to |
| allow developers more control over how the :class:`LogRecord` representing |
| a logging event is constructed. |
| |
| The factory has the following signature: |
| |
| ``factory(name, level, fn, lno, msg, args, exc_info, func=None, sinfo=None, **kwargs)`` |
| |
| :name: The logger name. |
| :level: The logging level (numeric). |
| :fn: The full pathname of the file where the logging call was made. |
| :lno: The line number in the file where the logging call was made. |
| :msg: The logging message. |
| :args: The arguments for the logging message. |
| :exc_info: An exception tuple, or None. |
| :func: The name of the function or method which invoked the logging |
| call. |
| :sinfo: A stack traceback such as is provided by |
| :func:`traceback.print_stack`, showing the call hierarchy. |
| :kwargs: Additional keyword arguments. |
| |
| |
| Module-Level Attributes |
| ----------------------- |
| |
| .. attribute:: lastResort |
| |
| A "handler of last resort" is available through this attribute. This |
| is a :class:`StreamHandler` writing to ``sys.stderr`` with a level of |
| ``WARNING``, and is used to handle logging events in the absence of any |
| logging configuration. The end result is to just print the message to |
| ``sys.stderr``. This replaces the earlier error message saying that |
| "no handlers could be found for logger XYZ". If you need the earlier |
| behaviour for some reason, ``lastResort`` can be set to ``None``. |
| |
| .. versionadded:: 3.2 |
| |
| Integration with the warnings module |
| ------------------------------------ |
| |
| The :func:`captureWarnings` function can be used to integrate :mod:`logging` |
| with the :mod:`warnings` module. |
| |
| .. function:: captureWarnings(capture) |
| |
| This function is used to turn the capture of warnings by logging on and |
| off. |
| |
| If *capture* is ``True``, warnings issued by the :mod:`warnings` module will |
| be redirected to the logging system. Specifically, a warning will be |
| formatted using :func:`warnings.formatwarning` and the resulting string |
| logged to a logger named ``'py.warnings'`` with a severity of :const:`WARNING`. |
| |
| If *capture* is ``False``, the redirection of warnings to the logging system |
| will stop, and warnings will be redirected to their original destinations |
| (i.e. those in effect before ``captureWarnings(True)`` was called). |
| |
| |
| .. seealso:: |
| |
| Module :mod:`logging.config` |
| Configuration API for the logging module. |
| |
| Module :mod:`logging.handlers` |
| Useful handlers included with the logging module. |
| |
| :pep:`282` - A Logging System |
| The proposal which described this feature for inclusion in the Python standard |
| library. |
| |
| `Original Python logging package <http://www.red-dove.com/python_logging.html>`_ |
| This is the original source for the :mod:`logging` package. The version of the |
| package available from this site is suitable for use with Python 1.5.2, 2.1.x |
| and 2.2.x, which do not include the :mod:`logging` package in the standard |
| library. |
| |