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      1 :mod:`logging` --- Logging facility for Python
      2 ==============================================
      3 
      4 .. module:: logging
      5    :synopsis: Flexible event logging system for applications.
      6 
      7 
      8 .. moduleauthor:: Vinay Sajip <vinay_sajip (a] red-dove.com>
      9 .. sectionauthor:: Vinay Sajip <vinay_sajip (a] red-dove.com>
     10 
     11 
     12 .. index:: pair: Errors; logging
     13 
     14 .. sidebar:: Important
     15 
     16    This page contains the API reference information. For tutorial
     17    information and discussion of more advanced topics, see
     18 
     19    * :ref:`Basic Tutorial <logging-basic-tutorial>`
     20    * :ref:`Advanced Tutorial <logging-advanced-tutorial>`
     21    * :ref:`Logging Cookbook <logging-cookbook>`
     22 
     23 **Source code:** :source:`Lib/logging/__init__.py`
     24 
     25 --------------
     26 
     27 .. versionadded:: 2.3
     28 
     29 This module defines functions and classes which implement a flexible event
     30 logging system for applications and libraries.
     31 
     32 The key benefit of having the logging API provided by a standard library module
     33 is that all Python modules can participate in logging, so your application log
     34 can include your own messages integrated with messages from third-party
     35 modules.
     36 
     37 The module provides a lot of functionality and flexibility.  If you are
     38 unfamiliar with logging, the best way to get to grips with it is to see the
     39 tutorials (see the links on the right).
     40 
     41 The basic classes defined by the module, together with their functions, are
     42 listed below.
     43 
     44 * Loggers expose the interface that application code directly uses.
     45 * Handlers send the log records (created by loggers) to the appropriate
     46   destination.
     47 * Filters provide a finer grained facility for determining which log records
     48   to output.
     49 * Formatters specify the layout of log records in the final output.
     50 
     51 
     52 .. _logger:
     53 
     54 Logger Objects
     55 --------------
     56 
     57 Loggers have the following attributes and methods.  Note that Loggers are never
     58 instantiated directly, but always through the module-level function
     59 ``logging.getLogger(name)``.  Multiple calls to :func:`getLogger` with the same
     60 name will always return a reference to the same Logger object.
     61 
     62 The ``name`` is potentially a period-separated hierarchical value, like
     63 ``foo.bar.baz`` (though it could also be just plain ``foo``, for example).
     64 Loggers that are further down in the hierarchical list are children of loggers
     65 higher up in the list.  For example, given a logger with a name of ``foo``,
     66 loggers with names of ``foo.bar``, ``foo.bar.baz``, and ``foo.bam`` are all
     67 descendants of ``foo``.  The logger name hierarchy is analogous to the Python
     68 package hierarchy, and identical to it if you organise your loggers on a
     69 per-module basis using the recommended construction
     70 ``logging.getLogger(__name__)``.  That's because in a module, ``__name__``
     71 is the module's name in the Python package namespace.
     72 
     73 
     74 .. class:: Logger
     75 
     76 .. attribute:: Logger.propagate
     77 
     78    If this evaluates to true, events logged to this logger will be passed to the
     79    handlers of higher level (ancestor) loggers, in addition to any handlers
     80    attached to this logger. Messages are passed directly to the ancestor
     81    loggers' handlers - neither the level nor filters of the ancestor loggers in
     82    question are considered.
     83 
     84    If this evaluates to false, logging messages are not passed to the handlers
     85    of ancestor loggers.
     86 
     87    The constructor sets this attribute to ``True``.
     88 
     89    .. note:: If you attach a handler to a logger *and* one or more of its
     90       ancestors, it may emit the same record multiple times. In general, you
     91       should not need to attach a handler to more than one logger - if you just
     92       attach it to the appropriate logger which is highest in the logger
     93       hierarchy, then it will see all events logged by all descendant loggers,
     94       provided that their propagate setting is left set to ``True``. A common
     95       scenario is to attach handlers only to the root logger, and to let
     96       propagation take care of the rest.
     97 
     98 .. method:: Logger.setLevel(lvl)
     99 
    100    Sets the threshold for this logger to *lvl*. Logging messages which are less
    101    severe than *lvl* will be ignored. When a logger is created, the level is set to
    102    :const:`NOTSET` (which causes all messages to be processed when the logger is
    103    the root logger, or delegation to the parent when the logger is a non-root
    104    logger). Note that the root logger is created with level :const:`WARNING`.
    105 
    106    The term 'delegation to the parent' means that if a logger has a level of
    107    NOTSET, its chain of ancestor loggers is traversed until either an ancestor with
    108    a level other than NOTSET is found, or the root is reached.
    109 
    110    If an ancestor is found with a level other than NOTSET, then that ancestor's
    111    level is treated as the effective level of the logger where the ancestor search
    112    began, and is used to determine how a logging event is handled.
    113 
    114    If the root is reached, and it has a level of NOTSET, then all messages will be
    115    processed. Otherwise, the root's level will be used as the effective level.
    116 
    117    See :ref:`levels` for a list of levels.
    118 
    119 
    120 .. method:: Logger.isEnabledFor(lvl)
    121 
    122    Indicates if a message of severity *lvl* would be processed by this logger.
    123    This method checks first the module-level level set by
    124    ``logging.disable(lvl)`` and then the logger's effective level as determined
    125    by :meth:`getEffectiveLevel`.
    126 
    127 
    128 .. method:: Logger.getEffectiveLevel()
    129 
    130    Indicates the effective level for this logger. If a value other than
    131    :const:`NOTSET` has been set using :meth:`setLevel`, it is returned. Otherwise,
    132    the hierarchy is traversed towards the root until a value other than
    133    :const:`NOTSET` is found, and that value is returned. The value returned is
    134    an integer, typically one of :const:`logging.DEBUG`, :const:`logging.INFO`
    135    etc.
    136 
    137 
    138 .. method:: Logger.getChild(suffix)
    139 
    140    Returns a logger which is a descendant to this logger, as determined by the suffix.
    141    Thus, ``logging.getLogger('abc').getChild('def.ghi')`` would return the same
    142    logger as would be returned by ``logging.getLogger('abc.def.ghi')``. This is a
    143    convenience method, useful when the parent logger is named using e.g. ``__name__``
    144    rather than a literal string.
    145 
    146    .. versionadded:: 2.7
    147 
    148 
    149 .. method:: Logger.debug(msg, *args, **kwargs)
    150 
    151    Logs a message with level :const:`DEBUG` on this logger. The *msg* is the
    152    message format string, and the *args* are the arguments which are merged into
    153    *msg* using the string formatting operator. (Note that this means that you can
    154    use keywords in the format string, together with a single dictionary argument.)
    155 
    156    There are two keyword arguments in *kwargs* which are inspected: *exc_info*
    157    which, if it does not evaluate as false, causes exception information to be
    158    added to the logging message. If an exception tuple (in the format returned by
    159    :func:`sys.exc_info`) is provided, it is used; otherwise, :func:`sys.exc_info`
    160    is called to get the exception information.
    161 
    162    The second keyword argument is *extra* which can be used to pass a
    163    dictionary which is used to populate the __dict__ of the LogRecord created for
    164    the logging event with user-defined attributes. These custom attributes can then
    165    be used as you like. For example, they could be incorporated into logged
    166    messages. For example::
    167 
    168       FORMAT = '%(asctime)-15s %(clientip)s %(user)-8s %(message)s'
    169       logging.basicConfig(format=FORMAT)
    170       d = {'clientip': '192.168.0.1', 'user': 'fbloggs'}
    171       logger = logging.getLogger('tcpserver')
    172       logger.warning('Protocol problem: %s', 'connection reset', extra=d)
    173 
    174    would print something like  ::
    175 
    176       2006-02-08 22:20:02,165 192.168.0.1 fbloggs  Protocol problem: connection reset
    177 
    178    The keys in the dictionary passed in *extra* should not clash with the keys used
    179    by the logging system. (See the :class:`Formatter` documentation for more
    180    information on which keys are used by the logging system.)
    181 
    182    If you choose to use these attributes in logged messages, you need to exercise
    183    some care. In the above example, for instance, the :class:`Formatter` has been
    184    set up with a format string which expects 'clientip' and 'user' in the attribute
    185    dictionary of the LogRecord. If these are missing, the message will not be
    186    logged because a string formatting exception will occur. So in this case, you
    187    always need to pass the *extra* dictionary with these keys.
    188 
    189    While this might be annoying, this feature is intended for use in specialized
    190    circumstances, such as multi-threaded servers where the same code executes in
    191    many contexts, and interesting conditions which arise are dependent on this
    192    context (such as remote client IP address and authenticated user name, in the
    193    above example). In such circumstances, it is likely that specialized
    194    :class:`Formatter`\ s would be used with particular :class:`Handler`\ s.
    195 
    196 
    197 .. method:: Logger.info(msg, *args, **kwargs)
    198 
    199    Logs a message with level :const:`INFO` on this logger. The arguments are
    200    interpreted as for :meth:`debug`.
    201 
    202 
    203 .. method:: Logger.warning(msg, *args, **kwargs)
    204 
    205    Logs a message with level :const:`WARNING` on this logger. The arguments are
    206    interpreted as for :meth:`debug`.
    207 
    208 
    209 .. method:: Logger.error(msg, *args, **kwargs)
    210 
    211    Logs a message with level :const:`ERROR` on this logger. The arguments are
    212    interpreted as for :meth:`debug`.
    213 
    214 
    215 .. method:: Logger.critical(msg, *args, **kwargs)
    216 
    217    Logs a message with level :const:`CRITICAL` on this logger. The arguments are
    218    interpreted as for :meth:`debug`.
    219 
    220 
    221 .. method:: Logger.log(lvl, msg, *args, **kwargs)
    222 
    223    Logs a message with integer level *lvl* on this logger. The other arguments are
    224    interpreted as for :meth:`debug`.
    225 
    226 
    227 .. method:: Logger.exception(msg, *args, **kwargs)
    228 
    229    Logs a message with level :const:`ERROR` on this logger. The arguments are
    230    interpreted as for :meth:`debug`, except that any passed *exc_info* is not
    231    inspected. Exception info is always added to the logging message. This method
    232    should only be called from an exception handler.
    233 
    234 
    235 .. method:: Logger.addFilter(filt)
    236 
    237    Adds the specified filter *filt* to this logger.
    238 
    239 
    240 .. method:: Logger.removeFilter(filt)
    241 
    242    Removes the specified filter *filt* from this logger.
    243 
    244 
    245 .. method:: Logger.filter(record)
    246 
    247    Applies this logger's filters to the record and returns a true value if the
    248    record is to be processed. The filters are consulted in turn, until one of
    249    them returns a false value. If none of them return a false value, the record
    250    will be processed (passed to handlers). If one returns a false value, no
    251    further processing of the record occurs.
    252 
    253 
    254 .. method:: Logger.addHandler(hdlr)
    255 
    256    Adds the specified handler *hdlr* to this logger.
    257 
    258 
    259 .. method:: Logger.removeHandler(hdlr)
    260 
    261    Removes the specified handler *hdlr* from this logger.
    262 
    263 
    264 .. method:: Logger.findCaller()
    265 
    266    Finds the caller's source filename and line number. Returns the filename, line
    267    number and function name as a 3-element tuple.
    268 
    269    .. versionchanged:: 2.4
    270       The function name was added. In earlier versions, the filename and line
    271       number were returned as a 2-element tuple.
    272 
    273 .. method:: Logger.handle(record)
    274 
    275    Handles a record by passing it to all handlers associated with this logger and
    276    its ancestors (until a false value of *propagate* is found). This method is used
    277    for unpickled records received from a socket, as well as those created locally.
    278    Logger-level filtering is applied using :meth:`~Logger.filter`.
    279 
    280 
    281 .. method:: Logger.makeRecord(name, lvl, fn, lno, msg, args, exc_info, func=None, extra=None)
    282 
    283    This is a factory method which can be overridden in subclasses to create
    284    specialized :class:`LogRecord` instances.
    285 
    286    .. versionchanged:: 2.5
    287       *func* and *extra* were added.
    288 
    289 
    290 .. _levels:
    291 
    292 Logging Levels
    293 --------------
    294 
    295 The numeric values of logging levels are given in the following table. These are
    296 primarily of interest if you want to define your own levels, and need them to
    297 have specific values relative to the predefined levels. If you define a level
    298 with the same numeric value, it overwrites the predefined value; the predefined
    299 name is lost.
    300 
    301 +--------------+---------------+
    302 | Level        | Numeric value |
    303 +==============+===============+
    304 | ``CRITICAL`` | 50            |
    305 +--------------+---------------+
    306 | ``ERROR``    | 40            |
    307 +--------------+---------------+
    308 | ``WARNING``  | 30            |
    309 +--------------+---------------+
    310 | ``INFO``     | 20            |
    311 +--------------+---------------+
    312 | ``DEBUG``    | 10            |
    313 +--------------+---------------+
    314 | ``NOTSET``   | 0             |
    315 +--------------+---------------+
    316 
    317 
    318 .. _handler:
    319 
    320 Handler Objects
    321 ---------------
    322 
    323 Handlers have the following attributes and methods. Note that :class:`Handler`
    324 is never instantiated directly; this class acts as a base for more useful
    325 subclasses. However, the :meth:`__init__` method in subclasses needs to call
    326 :meth:`Handler.__init__`.
    327 
    328 
    329 .. method:: Handler.__init__(level=NOTSET)
    330 
    331    Initializes the :class:`Handler` instance by setting its level, setting the list
    332    of filters to the empty list and creating a lock (using :meth:`createLock`) for
    333    serializing access to an I/O mechanism.
    334 
    335 
    336 .. method:: Handler.createLock()
    337 
    338    Initializes a thread lock which can be used to serialize access to underlying
    339    I/O functionality which may not be threadsafe.
    340 
    341 
    342 .. method:: Handler.acquire()
    343 
    344    Acquires the thread lock created with :meth:`createLock`.
    345 
    346 
    347 .. method:: Handler.release()
    348 
    349    Releases the thread lock acquired with :meth:`acquire`.
    350 
    351 
    352 .. method:: Handler.setLevel(lvl)
    353 
    354    Sets the threshold for this handler to *lvl*. Logging messages which are less
    355    severe than *lvl* will be ignored. When a handler is created, the level is set
    356    to :const:`NOTSET` (which causes all messages to be processed).
    357 
    358    See :ref:`levels` for a list of levels.
    359 
    360 .. method:: Handler.setFormatter(form)
    361 
    362    Sets the :class:`Formatter` for this handler to *form*.
    363 
    364 
    365 .. method:: Handler.addFilter(filt)
    366 
    367    Adds the specified filter *filt* to this handler.
    368 
    369 
    370 .. method:: Handler.removeFilter(filt)
    371 
    372    Removes the specified filter *filt* from this handler.
    373 
    374 
    375 .. method:: Handler.filter(record)
    376 
    377    Applies this handler's filters to the record and returns a true value if the
    378    record is to be processed. The filters are consulted in turn, until one of
    379    them returns a false value. If none of them return a false value, the record
    380    will be emitted. If one returns a false value, the handler will not emit the
    381    record.
    382 
    383 
    384 .. method:: Handler.flush()
    385 
    386    Ensure all logging output has been flushed. This version does nothing and is
    387    intended to be implemented by subclasses.
    388 
    389 
    390 .. method:: Handler.close()
    391 
    392    Tidy up any resources used by the handler. This version does no output but
    393    removes the handler from an internal list of handlers which is closed when
    394    :func:`shutdown` is called. Subclasses should ensure that this gets called
    395    from overridden :meth:`close` methods.
    396 
    397 
    398 .. method:: Handler.handle(record)
    399 
    400    Conditionally emits the specified logging record, depending on filters which may
    401    have been added to the handler. Wraps the actual emission of the record with
    402    acquisition/release of the I/O thread lock.
    403 
    404 
    405 .. method:: Handler.handleError(record)
    406 
    407    This method should be called from handlers when an exception is encountered
    408    during an :meth:`emit` call. If the module-level attribute
    409    ``raiseExceptions`` is ``False``, exceptions get silently ignored. This is
    410    what is mostly wanted for a logging system - most users will not care about
    411    errors in the logging system, they are more interested in application
    412    errors. You could, however, replace this with a custom handler if you wish.
    413    The specified record is the one which was being processed when the exception
    414    occurred. (The default value of ``raiseExceptions`` is ``True``, as that is
    415    more useful during development).
    416 
    417 
    418 .. method:: Handler.format(record)
    419 
    420    Do formatting for a record - if a formatter is set, use it. Otherwise, use the
    421    default formatter for the module.
    422 
    423 
    424 .. method:: Handler.emit(record)
    425 
    426    Do whatever it takes to actually log the specified logging record. This version
    427    is intended to be implemented by subclasses and so raises a
    428    :exc:`NotImplementedError`.
    429 
    430 For a list of handlers included as standard, see :mod:`logging.handlers`.
    431 
    432 .. _formatter-objects:
    433 
    434 Formatter Objects
    435 -----------------
    436 
    437 .. currentmodule:: logging
    438 
    439 :class:`Formatter` objects have the following attributes and methods. They are
    440 responsible for converting a :class:`LogRecord` to (usually) a string which can
    441 be interpreted by either a human or an external system. The base
    442 :class:`Formatter` allows a formatting string to be specified. If none is
    443 supplied, the default value of ``'%(message)s'`` is used, which just includes
    444 the message in the logging call. To have additional items of information in the
    445 formatted output (such as a timestamp), keep reading.
    446 
    447 A Formatter can be initialized with a format string which makes use of knowledge
    448 of the :class:`LogRecord` attributes - such as the default value mentioned above
    449 making use of the fact that the user's message and arguments are pre-formatted
    450 into a :class:`LogRecord`'s *message* attribute.  This format string contains
    451 standard Python %-style mapping keys. See section :ref:`string-formatting`
    452 for more information on string formatting.
    453 
    454 The useful mapping keys in a :class:`LogRecord` are given in the section on
    455 :ref:`logrecord-attributes`.
    456 
    457 
    458 .. class:: Formatter(fmt=None, datefmt=None)
    459 
    460    Returns a new instance of the :class:`Formatter` class.  The instance is
    461    initialized with a format string for the message as a whole, as well as a
    462    format string for the date/time portion of a message.  If no *fmt* is
    463    specified, ``'%(message)s'`` is used.  If no *datefmt* is specified, the
    464    ISO8601 date format is used.
    465 
    466    .. method:: format(record)
    467 
    468       The record's attribute dictionary is used as the operand to a string
    469       formatting operation. Returns the resulting string. Before formatting the
    470       dictionary, a couple of preparatory steps are carried out. The *message*
    471       attribute of the record is computed using *msg* % *args*. If the
    472       formatting string contains ``'(asctime)'``, :meth:`formatTime` is called
    473       to format the event time. If there is exception information, it is
    474       formatted using :meth:`formatException` and appended to the message. Note
    475       that the formatted exception information is cached in attribute
    476       *exc_text*. This is useful because the exception information can be
    477       pickled and sent across the wire, but you should be careful if you have
    478       more than one :class:`Formatter` subclass which customizes the formatting
    479       of exception information. In this case, you will have to clear the cached
    480       value after a formatter has done its formatting, so that the next
    481       formatter to handle the event doesn't use the cached value but
    482       recalculates it afresh.
    483 
    484 
    485    .. method:: formatTime(record, datefmt=None)
    486 
    487       This method should be called from :meth:`format` by a formatter which
    488       wants to make use of a formatted time. This method can be overridden in
    489       formatters to provide for any specific requirement, but the basic behavior
    490       is as follows: if *datefmt* (a string) is specified, it is used with
    491       :func:`time.strftime` to format the creation time of the
    492       record. Otherwise, the ISO8601 format is used.  The resulting string is
    493       returned.
    494 
    495       This function uses a user-configurable function to convert the creation
    496       time to a tuple. By default, :func:`time.localtime` is used; to change
    497       this for a particular formatter instance, set the ``converter`` attribute
    498       to a function with the same signature as :func:`time.localtime` or
    499       :func:`time.gmtime`. To change it for all formatters, for example if you
    500       want all logging times to be shown in GMT, set the ``converter``
    501       attribute in the ``Formatter`` class.
    502 
    503    .. method:: formatException(exc_info)
    504 
    505       Formats the specified exception information (a standard exception tuple as
    506       returned by :func:`sys.exc_info`) as a string. This default implementation
    507       just uses :func:`traceback.print_exception`. The resulting string is
    508       returned.
    509 
    510 .. _filter:
    511 
    512 Filter Objects
    513 --------------
    514 
    515 ``Filters`` can be used by ``Handlers`` and ``Loggers`` for more sophisticated
    516 filtering than is provided by levels. The base filter class only allows events
    517 which are below a certain point in the logger hierarchy. For example, a filter
    518 initialized with 'A.B' will allow events logged by loggers 'A.B', 'A.B.C',
    519 'A.B.C.D', 'A.B.D' etc. but not 'A.BB', 'B.A.B' etc. If initialized with the
    520 empty string, all events are passed.
    521 
    522 
    523 .. class:: Filter(name='')
    524 
    525    Returns an instance of the :class:`Filter` class. If *name* is specified, it
    526    names a logger which, together with its children, will have its events allowed
    527    through the filter. If *name* is the empty string, allows every event.
    528 
    529 
    530    .. method:: filter(record)
    531 
    532       Is the specified record to be logged? Returns zero for no, nonzero for
    533       yes. If deemed appropriate, the record may be modified in-place by this
    534       method.
    535 
    536 Note that filters attached to handlers are consulted before an event is
    537 emitted by the handler, whereas filters attached to loggers are consulted
    538 whenever an event is logged (using :meth:`debug`, :meth:`info`,
    539 etc.), before sending an event to handlers. This means that events which have
    540 been generated by descendant loggers will not be filtered by a logger's filter
    541 setting, unless the filter has also been applied to those descendant loggers.
    542 
    543 You don't actually need to subclass ``Filter``: you can pass any instance
    544 which has a ``filter`` method with the same semantics.
    545 
    546 Although filters are used primarily to filter records based on more
    547 sophisticated criteria than levels, they get to see every record which is
    548 processed by the handler or logger they're attached to: this can be useful if
    549 you want to do things like counting how many records were processed by a
    550 particular logger or handler, or adding, changing or removing attributes in
    551 the LogRecord being processed. Obviously changing the LogRecord needs to be
    552 done with some care, but it does allow the injection of contextual information
    553 into logs (see :ref:`filters-contextual`).
    554 
    555 .. _log-record:
    556 
    557 LogRecord Objects
    558 -----------------
    559 
    560 :class:`LogRecord` instances are created automatically by the :class:`Logger`
    561 every time something is logged, and can be created manually via
    562 :func:`makeLogRecord` (for example, from a pickled event received over the
    563 wire).
    564 
    565 
    566 .. class:: LogRecord(name, level, pathname, lineno, msg, args, exc_info, func=None)
    567 
    568    Contains all the information pertinent to the event being logged.
    569 
    570    The primary information is passed in :attr:`msg` and :attr:`args`, which
    571    are combined using ``msg % args`` to create the :attr:`message` field of the
    572    record.
    573 
    574    :param name:  The name of the logger used to log the event represented by
    575                  this LogRecord. Note that this name will always have this
    576                  value, even though it may be emitted by a handler attached to
    577                  a different (ancestor) logger.
    578    :param level: The numeric level of the logging event (one of DEBUG, INFO etc.)
    579                  Note that this is converted to *two* attributes of the LogRecord:
    580                  ``levelno`` for the numeric value and ``levelname`` for the
    581                  corresponding level name.
    582    :param pathname: The full pathname of the source file where the logging call
    583                     was made.
    584    :param lineno: The line number in the source file where the logging call was
    585                   made.
    586    :param msg: The event description message, possibly a format string with
    587                placeholders for variable data.
    588    :param args: Variable data to merge into the *msg* argument to obtain the
    589                 event description.
    590    :param exc_info: An exception tuple with the current exception information,
    591                     or ``None`` if no exception information is available.
    592    :param func: The name of the function or method from which the logging call
    593                 was invoked.
    594 
    595    .. versionchanged:: 2.5
    596       *func* was added.
    597 
    598    .. method:: getMessage()
    599 
    600       Returns the message for this :class:`LogRecord` instance after merging any
    601       user-supplied arguments with the message. If the user-supplied message
    602       argument to the logging call is not a string, :func:`str` is called on it to
    603       convert it to a string. This allows use of user-defined classes as
    604       messages, whose ``__str__`` method can return the actual format string to
    605       be used.
    606 
    607 
    608 .. _logrecord-attributes:
    609 
    610 LogRecord attributes
    611 --------------------
    612 
    613 The LogRecord has a number of attributes, most of which are derived from the
    614 parameters to the constructor. (Note that the names do not always correspond
    615 exactly between the LogRecord constructor parameters and the LogRecord
    616 attributes.) These attributes can be used to merge data from the record into
    617 the format string. The following table lists (in alphabetical order) the
    618 attribute names, their meanings and the corresponding placeholder in a %-style
    619 format string.
    620 
    621 +----------------+-------------------------+-----------------------------------------------+
    622 | Attribute name | Format                  | Description                                   |
    623 +================+=========================+===============================================+
    624 | args           | You shouldn't need to   | The tuple of arguments merged into ``msg`` to |
    625 |                | format this yourself.   | produce ``message``, or a dict whose values   |
    626 |                |                         | are used for the merge (when there is only one|
    627 |                |                         | argument, and it is a dictionary).            |
    628 +----------------+-------------------------+-----------------------------------------------+
    629 | asctime        | ``%(asctime)s``         | Human-readable time when the                  |
    630 |                |                         | :class:`LogRecord` was created.  By default   |
    631 |                |                         | this is of the form '2003-07-08 16:49:45,896' |
    632 |                |                         | (the numbers after the comma are millisecond  |
    633 |                |                         | portion of the time).                         |
    634 +----------------+-------------------------+-----------------------------------------------+
    635 | created        | ``%(created)f``         | Time when the :class:`LogRecord` was created  |
    636 |                |                         | (as returned by :func:`time.time`).           |
    637 +----------------+-------------------------+-----------------------------------------------+
    638 | exc_info       | You shouldn't need to   | Exception tuple ( la ``sys.exc_info``) or,   |
    639 |                | format this yourself.   | if no exception has occurred, ``None``.       |
    640 +----------------+-------------------------+-----------------------------------------------+
    641 | filename       | ``%(filename)s``        | Filename portion of ``pathname``.             |
    642 +----------------+-------------------------+-----------------------------------------------+
    643 | funcName       | ``%(funcName)s``        | Name of function containing the logging call. |
    644 +----------------+-------------------------+-----------------------------------------------+
    645 | levelname      | ``%(levelname)s``       | Text logging level for the message            |
    646 |                |                         | (``'DEBUG'``, ``'INFO'``, ``'WARNING'``,      |
    647 |                |                         | ``'ERROR'``, ``'CRITICAL'``).                 |
    648 +----------------+-------------------------+-----------------------------------------------+
    649 | levelno        | ``%(levelno)s``         | Numeric logging level for the message         |
    650 |                |                         | (:const:`DEBUG`, :const:`INFO`,               |
    651 |                |                         | :const:`WARNING`, :const:`ERROR`,             |
    652 |                |                         | :const:`CRITICAL`).                           |
    653 +----------------+-------------------------+-----------------------------------------------+
    654 | lineno         | ``%(lineno)d``          | Source line number where the logging call was |
    655 |                |                         | issued (if available).                        |
    656 +----------------+-------------------------+-----------------------------------------------+
    657 | module         | ``%(module)s``          | Module (name portion of ``filename``).        |
    658 +----------------+-------------------------+-----------------------------------------------+
    659 | msecs          | ``%(msecs)d``           | Millisecond portion of the time when the      |
    660 |                |                         | :class:`LogRecord` was created.               |
    661 +----------------+-------------------------+-----------------------------------------------+
    662 | message        | ``%(message)s``         | The logged message, computed as ``msg %       |
    663 |                |                         | args``. This is set when                      |
    664 |                |                         | :meth:`Formatter.format` is invoked.          |
    665 +----------------+-------------------------+-----------------------------------------------+
    666 | msg            | You shouldn't need to   | The format string passed in the original      |
    667 |                | format this yourself.   | logging call. Merged with ``args`` to         |
    668 |                |                         | produce ``message``, or an arbitrary object   |
    669 |                |                         | (see :ref:`arbitrary-object-messages`).       |
    670 +----------------+-------------------------+-----------------------------------------------+
    671 | name           | ``%(name)s``            | Name of the logger used to log the call.      |
    672 +----------------+-------------------------+-----------------------------------------------+
    673 | pathname       | ``%(pathname)s``        | Full pathname of the source file where the    |
    674 |                |                         | logging call was issued (if available).       |
    675 +----------------+-------------------------+-----------------------------------------------+
    676 | process        | ``%(process)d``         | Process ID (if available).                    |
    677 +----------------+-------------------------+-----------------------------------------------+
    678 | processName    | ``%(processName)s``     | Process name (if available).                  |
    679 +----------------+-------------------------+-----------------------------------------------+
    680 | relativeCreated| ``%(relativeCreated)d`` | Time in milliseconds when the LogRecord was   |
    681 |                |                         | created, relative to the time the logging     |
    682 |                |                         | module was loaded.                            |
    683 +----------------+-------------------------+-----------------------------------------------+
    684 | thread         | ``%(thread)d``          | Thread ID (if available).                     |
    685 +----------------+-------------------------+-----------------------------------------------+
    686 | threadName     | ``%(threadName)s``      | Thread name (if available).                   |
    687 +----------------+-------------------------+-----------------------------------------------+
    688 
    689 .. versionchanged:: 2.5
    690    *funcName* was added.
    691 
    692 .. versionchanged:: 2.6
    693    *processName* was added.
    694 
    695 .. _logger-adapter:
    696 
    697 LoggerAdapter Objects
    698 ---------------------
    699 
    700 :class:`LoggerAdapter` instances are used to conveniently pass contextual
    701 information into logging calls. For a usage example, see the section on
    702 :ref:`adding contextual information to your logging output <context-info>`.
    703 
    704 .. versionadded:: 2.6
    705 
    706 
    707 .. class:: LoggerAdapter(logger, extra)
    708 
    709    Returns an instance of :class:`LoggerAdapter` initialized with an
    710    underlying :class:`Logger` instance and a dict-like object.
    711 
    712    .. method:: process(msg, kwargs)
    713 
    714       Modifies the message and/or keyword arguments passed to a logging call in
    715       order to insert contextual information. This implementation takes the object
    716       passed as *extra* to the constructor and adds it to *kwargs* using key
    717       'extra'. The return value is a (*msg*, *kwargs*) tuple which has the
    718       (possibly modified) versions of the arguments passed in.
    719 
    720 In addition to the above, :class:`LoggerAdapter` supports the following
    721 methods of :class:`Logger`: :meth:`~Logger.debug`, :meth:`~Logger.info`,
    722 :meth:`~Logger.warning`, :meth:`~Logger.error`, :meth:`~Logger.exception`,
    723 :meth:`~Logger.critical`, :meth:`~Logger.log` and :meth:`~Logger.isEnabledFor`.
    724 These methods have the same signatures as their counterparts in :class:`Logger`,
    725 so you can use the two types of instances interchangeably for these calls.
    726 
    727 .. versionchanged:: 2.7
    728    The :meth:`~Logger.isEnabledFor` method was added to :class:`LoggerAdapter`.
    729    This method delegates to the underlying logger.
    730 
    731 
    732 Thread Safety
    733 -------------
    734 
    735 The logging module is intended to be thread-safe without any special work
    736 needing to be done by its clients. It achieves this though using threading
    737 locks; there is one lock to serialize access to the module's shared data, and
    738 each handler also creates a lock to serialize access to its underlying I/O.
    739 
    740 If you are implementing asynchronous signal handlers using the :mod:`signal`
    741 module, you may not be able to use logging from within such handlers. This is
    742 because lock implementations in the :mod:`threading` module are not always
    743 re-entrant, and so cannot be invoked from such signal handlers.
    744 
    745 
    746 Module-Level Functions
    747 ----------------------
    748 
    749 In addition to the classes described above, there are a number of module- level
    750 functions.
    751 
    752 
    753 .. function:: getLogger([name])
    754 
    755    Return a logger with the specified name or, if no name is specified, return a
    756    logger which is the root logger of the hierarchy. If specified, the name is
    757    typically a dot-separated hierarchical name like *"a"*, *"a.b"* or *"a.b.c.d"*.
    758    Choice of these names is entirely up to the developer who is using logging.
    759 
    760    All calls to this function with a given name return the same logger instance.
    761    This means that logger instances never need to be passed between different parts
    762    of an application.
    763 
    764 
    765 .. function:: getLoggerClass()
    766 
    767    Return either the standard :class:`Logger` class, or the last class passed to
    768    :func:`setLoggerClass`. This function may be called from within a new class
    769    definition, to ensure that installing a customized :class:`Logger` class will
    770    not undo customizations already applied by other code. For example::
    771 
    772       class MyLogger(logging.getLoggerClass()):
    773           # ... override behaviour here
    774 
    775 
    776 .. function:: debug(msg[, *args[, **kwargs]])
    777 
    778    Logs a message with level :const:`DEBUG` on the root logger. The *msg* is the
    779    message format string, and the *args* are the arguments which are merged into
    780    *msg* using the string formatting operator. (Note that this means that you can
    781    use keywords in the format string, together with a single dictionary argument.)
    782 
    783    There are two keyword arguments in *kwargs* which are inspected: *exc_info*
    784    which, if it does not evaluate as false, causes exception information to be
    785    added to the logging message. If an exception tuple (in the format returned by
    786    :func:`sys.exc_info`) is provided, it is used; otherwise, :func:`sys.exc_info`
    787    is called to get the exception information.
    788 
    789    The other optional keyword argument is *extra* which can be used to pass a
    790    dictionary which is used to populate the __dict__ of the LogRecord created for
    791    the logging event with user-defined attributes. These custom attributes can then
    792    be used as you like. For example, they could be incorporated into logged
    793    messages. For example::
    794 
    795       FORMAT = "%(asctime)-15s %(clientip)s %(user)-8s %(message)s"
    796       logging.basicConfig(format=FORMAT)
    797       d = {'clientip': '192.168.0.1', 'user': 'fbloggs'}
    798       logging.warning("Protocol problem: %s", "connection reset", extra=d)
    799 
    800    would print something like::
    801 
    802       2006-02-08 22:20:02,165 192.168.0.1 fbloggs  Protocol problem: connection reset
    803 
    804    The keys in the dictionary passed in *extra* should not clash with the keys used
    805    by the logging system. (See the :class:`Formatter` documentation for more
    806    information on which keys are used by the logging system.)
    807 
    808    If you choose to use these attributes in logged messages, you need to exercise
    809    some care. In the above example, for instance, the :class:`Formatter` has been
    810    set up with a format string which expects 'clientip' and 'user' in the attribute
    811    dictionary of the LogRecord. If these are missing, the message will not be
    812    logged because a string formatting exception will occur. So in this case, you
    813    always need to pass the *extra* dictionary with these keys.
    814 
    815    While this might be annoying, this feature is intended for use in specialized
    816    circumstances, such as multi-threaded servers where the same code executes in
    817    many contexts, and interesting conditions which arise are dependent on this
    818    context (such as remote client IP address and authenticated user name, in the
    819    above example). In such circumstances, it is likely that specialized
    820    :class:`Formatter`\ s would be used with particular :class:`Handler`\ s.
    821 
    822    .. versionchanged:: 2.5
    823       *extra* was added.
    824 
    825 
    826 .. function:: info(msg[, *args[, **kwargs]])
    827 
    828    Logs a message with level :const:`INFO` on the root logger. The arguments are
    829    interpreted as for :func:`debug`.
    830 
    831 
    832 .. function:: warning(msg[, *args[, **kwargs]])
    833 
    834    Logs a message with level :const:`WARNING` on the root logger. The arguments are
    835    interpreted as for :func:`debug`.
    836 
    837 
    838 .. function:: error(msg[, *args[, **kwargs]])
    839 
    840    Logs a message with level :const:`ERROR` on the root logger. The arguments are
    841    interpreted as for :func:`debug`.
    842 
    843 
    844 .. function:: critical(msg[, *args[, **kwargs]])
    845 
    846    Logs a message with level :const:`CRITICAL` on the root logger. The arguments
    847    are interpreted as for :func:`debug`.
    848 
    849 
    850 .. function:: exception(msg[, *args[, **kwargs]])
    851 
    852    Logs a message with level :const:`ERROR` on the root logger. The arguments are
    853    interpreted as for :func:`debug`, except that any passed *exc_info* is not
    854    inspected. Exception info is always added to the logging message. This
    855    function should only be called from an exception handler.
    856 
    857 
    858 .. function:: log(level, msg[, *args[, **kwargs]])
    859 
    860    Logs a message with level *level* on the root logger. The other arguments are
    861    interpreted as for :func:`debug`.
    862 
    863    .. note:: The above module-level convenience functions, which delegate to the
    864       root logger, call :func:`basicConfig` to ensure that at least one handler
    865       is available. Because of this, they should *not* be used in threads,
    866       in versions of Python earlier than 2.7.1 and 3.2, unless at least one
    867       handler has been added to the root logger *before* the threads are
    868       started. In earlier versions of Python, due to a thread safety shortcoming
    869       in :func:`basicConfig`, this can (under rare circumstances) lead to
    870       handlers being added multiple times to the root logger, which can in turn
    871       lead to multiple messages for the same event.
    872 
    873 .. function:: disable(lvl)
    874 
    875    Provides an overriding level *lvl* for all loggers which takes precedence over
    876    the logger's own level. When the need arises to temporarily throttle logging
    877    output down across the whole application, this function can be useful. Its
    878    effect is to disable all logging calls of severity *lvl* and below, so that
    879    if you call it with a value of INFO, then all INFO and DEBUG events would be
    880    discarded, whereas those of severity WARNING and above would be processed
    881    according to the logger's effective level. If
    882    ``logging.disable(logging.NOTSET)`` is called, it effectively removes this
    883    overriding level, so that logging output again depends on the effective
    884    levels of individual loggers.
    885 
    886 
    887 .. function:: addLevelName(lvl, levelName)
    888 
    889    Associates level *lvl* with text *levelName* in an internal dictionary, which is
    890    used to map numeric levels to a textual representation, for example when a
    891    :class:`Formatter` formats a message. This function can also be used to define
    892    your own levels. The only constraints are that all levels used must be
    893    registered using this function, levels should be positive integers and they
    894    should increase in increasing order of severity.
    895 
    896    .. note:: If you are thinking of defining your own levels, please see the
    897       section on :ref:`custom-levels`.
    898 
    899 .. function:: getLevelName(lvl)
    900 
    901    Returns the textual representation of logging level *lvl*. If the level is one
    902    of the predefined levels :const:`CRITICAL`, :const:`ERROR`, :const:`WARNING`,
    903    :const:`INFO` or :const:`DEBUG` then you get the corresponding string. If you
    904    have associated levels with names using :func:`addLevelName` then the name you
    905    have associated with *lvl* is returned. If a numeric value corresponding to one
    906    of the defined levels is passed in, the corresponding string representation is
    907    returned. Otherwise, the string "Level %s" % lvl is returned.
    908 
    909    .. note:: Integer levels should be used when e.g. setting levels on instances
    910       of :class:`Logger` and handlers. This function is used to convert between
    911       an integer level and the level name displayed in the formatted log output
    912       by means of the ``%(levelname)s`` format specifier (see
    913       :ref:`logrecord-attributes`).
    914 
    915 
    916 .. function:: makeLogRecord(attrdict)
    917 
    918    Creates and returns a new :class:`LogRecord` instance whose attributes are
    919    defined by *attrdict*. This function is useful for taking a pickled
    920    :class:`LogRecord` attribute dictionary, sent over a socket, and reconstituting
    921    it as a :class:`LogRecord` instance at the receiving end.
    922 
    923 
    924 .. function:: basicConfig([**kwargs])
    925 
    926    Does basic configuration for the logging system by creating a
    927    :class:`StreamHandler` with a default :class:`Formatter` and adding it to the
    928    root logger. The functions :func:`debug`, :func:`info`, :func:`warning`,
    929    :func:`error` and :func:`critical` will call :func:`basicConfig` automatically
    930    if no handlers are defined for the root logger.
    931 
    932    This function does nothing if the root logger already has handlers
    933    configured for it.
    934 
    935    .. versionchanged:: 2.4
    936       Formerly, :func:`basicConfig` did not take any keyword arguments.
    937 
    938    .. note:: This function should be called from the main thread before other
    939       threads are started. In versions of Python prior to 2.7.1 and 3.2, if
    940       this function is called from multiple threads, it is possible (in rare
    941       circumstances) that a handler will be added to the root logger more than
    942       once, leading to unexpected results such as messages being duplicated in
    943       the log.
    944 
    945    The following keyword arguments are supported.
    946 
    947    .. tabularcolumns:: |l|L|
    948 
    949    +--------------+---------------------------------------------+
    950    | Format       | Description                                 |
    951    +==============+=============================================+
    952    | ``filename`` | Specifies that a FileHandler be created,    |
    953    |              | using the specified filename, rather than a |
    954    |              | StreamHandler.                              |
    955    +--------------+---------------------------------------------+
    956    | ``filemode`` | Specifies the mode to open the file, if     |
    957    |              | filename is specified (if filemode is       |
    958    |              | unspecified, it defaults to 'a').           |
    959    +--------------+---------------------------------------------+
    960    | ``format``   | Use the specified format string for the     |
    961    |              | handler.                                    |
    962    +--------------+---------------------------------------------+
    963    | ``datefmt``  | Use the specified date/time format.         |
    964    +--------------+---------------------------------------------+
    965    | ``level``    | Set the root logger level to the specified  |
    966    |              | level.                                      |
    967    +--------------+---------------------------------------------+
    968    | ``stream``   | Use the specified stream to initialize the  |
    969    |              | StreamHandler. Note that this argument is   |
    970    |              | incompatible with 'filename' - if both are  |
    971    |              | present, 'stream' is ignored.               |
    972    +--------------+---------------------------------------------+
    973 
    974 
    975 .. function:: shutdown()
    976 
    977    Informs the logging system to perform an orderly shutdown by flushing and
    978    closing all handlers. This should be called at application exit and no
    979    further use of the logging system should be made after this call.
    980 
    981 
    982 .. function:: setLoggerClass(klass)
    983 
    984    Tells the logging system to use the class *klass* when instantiating a logger.
    985    The class should define :meth:`__init__` such that only a name argument is
    986    required, and the :meth:`__init__` should call :meth:`Logger.__init__`. This
    987    function is typically called before any loggers are instantiated by applications
    988    which need to use custom logger behavior.
    989 
    990 
    991 Integration with the warnings module
    992 ------------------------------------
    993 
    994 The :func:`captureWarnings` function can be used to integrate :mod:`logging`
    995 with the :mod:`warnings` module.
    996 
    997 .. function:: captureWarnings(capture)
    998 
    999    This function is used to turn the capture of warnings by logging on and
   1000    off.
   1001 
   1002    If *capture* is ``True``, warnings issued by the :mod:`warnings` module will
   1003    be redirected to the logging system. Specifically, a warning will be
   1004    formatted using :func:`warnings.formatwarning` and the resulting string
   1005    logged to a logger named ``'py.warnings'`` with a severity of :const:`WARNING`.
   1006 
   1007    If *capture* is ``False``, the redirection of warnings to the logging system
   1008    will stop, and warnings will be redirected to their original destinations
   1009    (i.e. those in effect before ``captureWarnings(True)`` was called).
   1010 
   1011 
   1012 .. seealso::
   1013 
   1014    Module :mod:`logging.config`
   1015       Configuration API for the logging module.
   1016 
   1017    Module :mod:`logging.handlers`
   1018       Useful handlers included with the logging module.
   1019 
   1020    :pep:`282` - A Logging System
   1021       The proposal which described this feature for inclusion in the Python standard
   1022       library.
   1023 
   1024    `Original Python logging package <https://www.red-dove.com/python_logging.html>`_
   1025       This is the original source for the :mod:`logging` package.  The version of the
   1026       package available from this site is suitable for use with Python 1.5.2, 2.1.x
   1027       and 2.2.x, which do not include the :mod:`logging` package in the standard
   1028       library.
   1029 
   1030