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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 .. moduleauthor:: Vinay Sajip <vinay_sajip (a] red-dove.com>
      8 .. sectionauthor:: Vinay Sajip <vinay_sajip (a] red-dove.com>
      9 
     10 **Source code:** :source:`Lib/logging/__init__.py`
     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 --------------
     24 
     25 This module defines functions and classes which implement a flexible event
     26 logging system for applications and libraries.
     27 
     28 The key benefit of having the logging API provided by a standard library module
     29 is that all Python modules can participate in logging, so your application log
     30 can include your own messages integrated with messages from third-party
     31 modules.
     32 
     33 The module provides a lot of functionality and flexibility.  If you are
     34 unfamiliar with logging, the best way to get to grips with it is to see the
     35 tutorials (see the links on the right).
     36 
     37 The basic classes defined by the module, together with their functions, are
     38 listed below.
     39 
     40 * Loggers expose the interface that application code directly uses.
     41 * Handlers send the log records (created by loggers) to the appropriate
     42   destination.
     43 * Filters provide a finer grained facility for determining which log records
     44   to output.
     45 * Formatters specify the layout of log records in the final output.
     46 
     47 
     48 .. _logger:
     49 
     50 Logger Objects
     51 --------------
     52 
     53 Loggers have the following attributes and methods.  Note that Loggers are never
     54 instantiated directly, but always through the module-level function
     55 ``logging.getLogger(name)``.  Multiple calls to :func:`getLogger` with the same
     56 name will always return a reference to the same Logger object.
     57 
     58 The ``name`` is potentially a period-separated hierarchical value, like
     59 ``foo.bar.baz`` (though it could also be just plain ``foo``, for example).
     60 Loggers that are further down in the hierarchical list are children of loggers
     61 higher up in the list.  For example, given a logger with a name of ``foo``,
     62 loggers with names of ``foo.bar``, ``foo.bar.baz``, and ``foo.bam`` are all
     63 descendants of ``foo``.  The logger name hierarchy is analogous to the Python
     64 package hierarchy, and identical to it if you organise your loggers on a
     65 per-module basis using the recommended construction
     66 ``logging.getLogger(__name__)``.  That's because in a module, ``__name__``
     67 is the module's name in the Python package namespace.
     68 
     69 
     70 .. class:: Logger
     71 
     72 .. attribute:: Logger.propagate
     73 
     74    If this evaluates to true, events logged to this logger will be passed to the
     75    handlers of higher level (ancestor) loggers, in addition to any handlers
     76    attached to this logger. Messages are passed directly to the ancestor
     77    loggers' handlers - neither the level nor filters of the ancestor loggers in
     78    question are considered.
     79 
     80    If this evaluates to false, logging messages are not passed to the handlers
     81    of ancestor loggers.
     82 
     83    The constructor sets this attribute to ``True``.
     84 
     85    .. note:: If you attach a handler to a logger *and* one or more of its
     86       ancestors, it may emit the same record multiple times. In general, you
     87       should not need to attach a handler to more than one logger - if you just
     88       attach it to the appropriate logger which is highest in the logger
     89       hierarchy, then it will see all events logged by all descendant loggers,
     90       provided that their propagate setting is left set to ``True``. A common
     91       scenario is to attach handlers only to the root logger, and to let
     92       propagation take care of the rest.
     93 
     94 .. method:: Logger.setLevel(lvl)
     95 
     96    Sets the threshold for this logger to *lvl*. Logging messages which are less
     97    severe than *lvl* will be ignored. When a logger is created, the level is set to
     98    :const:`NOTSET` (which causes all messages to be processed when the logger is
     99    the root logger, or delegation to the parent when the logger is a non-root
    100    logger). Note that the root logger is created with level :const:`WARNING`.
    101 
    102    The term 'delegation to the parent' means that if a logger has a level of
    103    NOTSET, its chain of ancestor loggers is traversed until either an ancestor with
    104    a level other than NOTSET is found, or the root is reached.
    105 
    106    If an ancestor is found with a level other than NOTSET, then that ancestor's
    107    level is treated as the effective level of the logger where the ancestor search
    108    began, and is used to determine how a logging event is handled.
    109 
    110    If the root is reached, and it has a level of NOTSET, then all messages will be
    111    processed. Otherwise, the root's level will be used as the effective level.
    112 
    113    See :ref:`levels` for a list of levels.
    114 
    115    .. versionchanged:: 3.2
    116       The *lvl* parameter now accepts a string representation of the
    117       level such as 'INFO' as an alternative to the integer constants
    118       such as :const:`INFO`. Note, however, that levels are internally stored
    119       as integers, and methods such as e.g. :meth:`getEffectiveLevel` and
    120       :meth:`isEnabledFor` will return/expect to be passed integers.
    121 
    122 
    123 .. method:: Logger.isEnabledFor(lvl)
    124 
    125    Indicates if a message of severity *lvl* would be processed by this logger.
    126    This method checks first the module-level level set by
    127    ``logging.disable(lvl)`` and then the logger's effective level as determined
    128    by :meth:`getEffectiveLevel`.
    129 
    130 
    131 .. method:: Logger.getEffectiveLevel()
    132 
    133    Indicates the effective level for this logger. If a value other than
    134    :const:`NOTSET` has been set using :meth:`setLevel`, it is returned. Otherwise,
    135    the hierarchy is traversed towards the root until a value other than
    136    :const:`NOTSET` is found, and that value is returned. The value returned is
    137    an integer, typically one of :const:`logging.DEBUG`, :const:`logging.INFO`
    138    etc.
    139 
    140 
    141 .. method:: Logger.getChild(suffix)
    142 
    143    Returns a logger which is a descendant to this logger, as determined by the suffix.
    144    Thus, ``logging.getLogger('abc').getChild('def.ghi')`` would return the same
    145    logger as would be returned by ``logging.getLogger('abc.def.ghi')``. This is a
    146    convenience method, useful when the parent logger is named using e.g. ``__name__``
    147    rather than a literal string.
    148 
    149    .. versionadded:: 3.2
    150 
    151 
    152 .. method:: Logger.debug(msg, *args, **kwargs)
    153 
    154    Logs a message with level :const:`DEBUG` on this logger. The *msg* is the
    155    message format string, and the *args* are the arguments which are merged into
    156    *msg* using the string formatting operator. (Note that this means that you can
    157    use keywords in the format string, together with a single dictionary argument.)
    158 
    159    There are three keyword arguments in *kwargs* which are inspected:
    160    *exc_info*, *stack_info*, and *extra*.
    161 
    162    If *exc_info* does not evaluate as false, it causes exception information to be
    163    added to the logging message. If an exception tuple (in the format returned by
    164    :func:`sys.exc_info`) or an exception instance is provided, it is used;
    165    otherwise, :func:`sys.exc_info` is called to get the exception information.
    166 
    167    The second optional keyword argument is *stack_info*, which defaults to
    168    ``False``. If true, stack information is added to the logging
    169    message, including the actual logging call. Note that this is not the same
    170    stack information as that displayed through specifying *exc_info*: The
    171    former is stack frames from the bottom of the stack up to the logging call
    172    in the current thread, whereas the latter is information about stack frames
    173    which have been unwound, following an exception, while searching for
    174    exception handlers.
    175 
    176    You can specify *stack_info* independently of *exc_info*, e.g. to just show
    177    how you got to a certain point in your code, even when no exceptions were
    178    raised. The stack frames are printed following a header line which says::
    179 
    180        Stack (most recent call last):
    181 
    182    This mimics the ``Traceback (most recent call last):`` which is used when
    183    displaying exception frames.
    184 
    185    The third keyword argument is *extra* which can be used to pass a
    186    dictionary which is used to populate the __dict__ of the LogRecord created for
    187    the logging event with user-defined attributes. These custom attributes can then
    188    be used as you like. For example, they could be incorporated into logged
    189    messages. For example::
    190 
    191       FORMAT = '%(asctime)-15s %(clientip)s %(user)-8s %(message)s'
    192       logging.basicConfig(format=FORMAT)
    193       d = {'clientip': '192.168.0.1', 'user': 'fbloggs'}
    194       logger = logging.getLogger('tcpserver')
    195       logger.warning('Protocol problem: %s', 'connection reset', extra=d)
    196 
    197    would print something like  ::
    198 
    199       2006-02-08 22:20:02,165 192.168.0.1 fbloggs  Protocol problem: connection reset
    200 
    201    The keys in the dictionary passed in *extra* should not clash with the keys used
    202    by the logging system. (See the :class:`Formatter` documentation for more
    203    information on which keys are used by the logging system.)
    204 
    205    If you choose to use these attributes in logged messages, you need to exercise
    206    some care. In the above example, for instance, the :class:`Formatter` has been
    207    set up with a format string which expects 'clientip' and 'user' in the attribute
    208    dictionary of the LogRecord. If these are missing, the message will not be
    209    logged because a string formatting exception will occur. So in this case, you
    210    always need to pass the *extra* dictionary with these keys.
    211 
    212    While this might be annoying, this feature is intended for use in specialized
    213    circumstances, such as multi-threaded servers where the same code executes in
    214    many contexts, and interesting conditions which arise are dependent on this
    215    context (such as remote client IP address and authenticated user name, in the
    216    above example). In such circumstances, it is likely that specialized
    217    :class:`Formatter`\ s would be used with particular :class:`Handler`\ s.
    218 
    219    .. versionadded:: 3.2
    220       The *stack_info* parameter was added.
    221 
    222    .. versionchanged:: 3.5
    223       The *exc_info* parameter can now accept exception instances.
    224 
    225 
    226 .. method:: Logger.info(msg, *args, **kwargs)
    227 
    228    Logs a message with level :const:`INFO` on this logger. The arguments are
    229    interpreted as for :meth:`debug`.
    230 
    231 
    232 .. method:: Logger.warning(msg, *args, **kwargs)
    233 
    234    Logs a message with level :const:`WARNING` on this logger. The arguments are
    235    interpreted as for :meth:`debug`.
    236 
    237    .. note:: There is an obsolete method ``warn`` which is functionally
    238       identical to ``warning``. As ``warn`` is deprecated, please do not use
    239       it - use ``warning`` instead.
    240 
    241 .. method:: Logger.error(msg, *args, **kwargs)
    242 
    243    Logs a message with level :const:`ERROR` on this logger. The arguments are
    244    interpreted as for :meth:`debug`.
    245 
    246 
    247 .. method:: Logger.critical(msg, *args, **kwargs)
    248 
    249    Logs a message with level :const:`CRITICAL` on this logger. The arguments are
    250    interpreted as for :meth:`debug`.
    251 
    252 
    253 .. method:: Logger.log(lvl, msg, *args, **kwargs)
    254 
    255    Logs a message with integer level *lvl* on this logger. The other arguments are
    256    interpreted as for :meth:`debug`.
    257 
    258 
    259 .. method:: Logger.exception(msg, *args, **kwargs)
    260 
    261    Logs a message with level :const:`ERROR` on this logger. The arguments are
    262    interpreted as for :meth:`debug`. Exception info is added to the logging
    263    message. This method should only be called from an exception handler.
    264 
    265 
    266 .. method:: Logger.addFilter(filt)
    267 
    268    Adds the specified filter *filt* to this logger.
    269 
    270 
    271 .. method:: Logger.removeFilter(filt)
    272 
    273    Removes the specified filter *filt* from this logger.
    274 
    275 
    276 .. method:: Logger.filter(record)
    277 
    278    Applies this logger's filters to the record and returns a true value if the
    279    record is to be processed. The filters are consulted in turn, until one of
    280    them returns a false value. If none of them return a false value, the record
    281    will be processed (passed to handlers). If one returns a false value, no
    282    further processing of the record occurs.
    283 
    284 
    285 .. method:: Logger.addHandler(hdlr)
    286 
    287    Adds the specified handler *hdlr* to this logger.
    288 
    289 
    290 .. method:: Logger.removeHandler(hdlr)
    291 
    292    Removes the specified handler *hdlr* from this logger.
    293 
    294 
    295 .. method:: Logger.findCaller(stack_info=False)
    296 
    297    Finds the caller's source filename and line number. Returns the filename, line
    298    number, function name and stack information as a 4-element tuple. The stack
    299    information is returned as ``None`` unless *stack_info* is ``True``.
    300 
    301 
    302 .. method:: Logger.handle(record)
    303 
    304    Handles a record by passing it to all handlers associated with this logger and
    305    its ancestors (until a false value of *propagate* is found). This method is used
    306    for unpickled records received from a socket, as well as those created locally.
    307    Logger-level filtering is applied using :meth:`~Logger.filter`.
    308 
    309 
    310 .. method:: Logger.makeRecord(name, lvl, fn, lno, msg, args, exc_info, func=None, extra=None, sinfo=None)
    311 
    312    This is a factory method which can be overridden in subclasses to create
    313    specialized :class:`LogRecord` instances.
    314 
    315 .. method:: Logger.hasHandlers()
    316 
    317    Checks to see if this logger has any handlers configured. This is done by
    318    looking for handlers in this logger and its parents in the logger hierarchy.
    319    Returns ``True`` if a handler was found, else ``False``. The method stops searching
    320    up the hierarchy whenever a logger with the 'propagate' attribute set to
    321    false is found - that will be the last logger which is checked for the
    322    existence of handlers.
    323 
    324    .. versionadded:: 3.2
    325 
    326 
    327 .. _levels:
    328 
    329 Logging Levels
    330 --------------
    331 
    332 The numeric values of logging levels are given in the following table. These are
    333 primarily of interest if you want to define your own levels, and need them to
    334 have specific values relative to the predefined levels. If you define a level
    335 with the same numeric value, it overwrites the predefined value; the predefined
    336 name is lost.
    337 
    338 +--------------+---------------+
    339 | Level        | Numeric value |
    340 +==============+===============+
    341 | ``CRITICAL`` | 50            |
    342 +--------------+---------------+
    343 | ``ERROR``    | 40            |
    344 +--------------+---------------+
    345 | ``WARNING``  | 30            |
    346 +--------------+---------------+
    347 | ``INFO``     | 20            |
    348 +--------------+---------------+
    349 | ``DEBUG``    | 10            |
    350 +--------------+---------------+
    351 | ``NOTSET``   | 0             |
    352 +--------------+---------------+
    353 
    354 
    355 .. _handler:
    356 
    357 Handler Objects
    358 ---------------
    359 
    360 Handlers have the following attributes and methods. Note that :class:`Handler`
    361 is never instantiated directly; this class acts as a base for more useful
    362 subclasses. However, the :meth:`__init__` method in subclasses needs to call
    363 :meth:`Handler.__init__`.
    364 
    365 
    366 .. method:: Handler.__init__(level=NOTSET)
    367 
    368    Initializes the :class:`Handler` instance by setting its level, setting the list
    369    of filters to the empty list and creating a lock (using :meth:`createLock`) for
    370    serializing access to an I/O mechanism.
    371 
    372 
    373 .. method:: Handler.createLock()
    374 
    375    Initializes a thread lock which can be used to serialize access to underlying
    376    I/O functionality which may not be threadsafe.
    377 
    378 
    379 .. method:: Handler.acquire()
    380 
    381    Acquires the thread lock created with :meth:`createLock`.
    382 
    383 
    384 .. method:: Handler.release()
    385 
    386    Releases the thread lock acquired with :meth:`acquire`.
    387 
    388 
    389 .. method:: Handler.setLevel(lvl)
    390 
    391    Sets the threshold for this handler to *lvl*. Logging messages which are less
    392    severe than *lvl* will be ignored. When a handler is created, the level is set
    393    to :const:`NOTSET` (which causes all messages to be processed).
    394 
    395    See :ref:`levels` for a list of levels.
    396 
    397    .. versionchanged:: 3.2
    398       The *lvl* parameter now accepts a string representation of the
    399       level such as 'INFO' as an alternative to the integer constants
    400       such as :const:`INFO`.
    401 
    402 
    403 .. method:: Handler.setFormatter(form)
    404 
    405    Sets the :class:`Formatter` for this handler to *form*.
    406 
    407 
    408 .. method:: Handler.addFilter(filt)
    409 
    410    Adds the specified filter *filt* to this handler.
    411 
    412 
    413 .. method:: Handler.removeFilter(filt)
    414 
    415    Removes the specified filter *filt* from this handler.
    416 
    417 
    418 .. method:: Handler.filter(record)
    419 
    420    Applies this handler's filters to the record and returns a true value if the
    421    record is to be processed. The filters are consulted in turn, until one of
    422    them returns a false value. If none of them return a false value, the record
    423    will be emitted. If one returns a false value, the handler will not emit the
    424    record.
    425 
    426 
    427 .. method:: Handler.flush()
    428 
    429    Ensure all logging output has been flushed. This version does nothing and is
    430    intended to be implemented by subclasses.
    431 
    432 
    433 .. method:: Handler.close()
    434 
    435    Tidy up any resources used by the handler. This version does no output but
    436    removes the handler from an internal list of handlers which is closed when
    437    :func:`shutdown` is called. Subclasses should ensure that this gets called
    438    from overridden :meth:`close` methods.
    439 
    440 
    441 .. method:: Handler.handle(record)
    442 
    443    Conditionally emits the specified logging record, depending on filters which may
    444    have been added to the handler. Wraps the actual emission of the record with
    445    acquisition/release of the I/O thread lock.
    446 
    447 
    448 .. method:: Handler.handleError(record)
    449 
    450    This method should be called from handlers when an exception is encountered
    451    during an :meth:`emit` call. If the module-level attribute
    452    ``raiseExceptions`` is ``False``, exceptions get silently ignored. This is
    453    what is mostly wanted for a logging system - most users will not care about
    454    errors in the logging system, they are more interested in application
    455    errors. You could, however, replace this with a custom handler if you wish.
    456    The specified record is the one which was being processed when the exception
    457    occurred. (The default value of ``raiseExceptions`` is ``True``, as that is
    458    more useful during development).
    459 
    460 
    461 .. method:: Handler.format(record)
    462 
    463    Do formatting for a record - if a formatter is set, use it. Otherwise, use the
    464    default formatter for the module.
    465 
    466 
    467 .. method:: Handler.emit(record)
    468 
    469    Do whatever it takes to actually log the specified logging record. This version
    470    is intended to be implemented by subclasses and so raises a
    471    :exc:`NotImplementedError`.
    472 
    473 For a list of handlers included as standard, see :mod:`logging.handlers`.
    474 
    475 .. _formatter-objects:
    476 
    477 Formatter Objects
    478 -----------------
    479 
    480 .. currentmodule:: logging
    481 
    482 :class:`Formatter` objects have the following attributes and methods. They are
    483 responsible for converting a :class:`LogRecord` to (usually) a string which can
    484 be interpreted by either a human or an external system. The base
    485 :class:`Formatter` allows a formatting string to be specified. If none is
    486 supplied, the default value of ``'%(message)s'`` is used, which just includes
    487 the message in the logging call. To have additional items of information in the
    488 formatted output (such as a timestamp), keep reading.
    489 
    490 A Formatter can be initialized with a format string which makes use of knowledge
    491 of the :class:`LogRecord` attributes - such as the default value mentioned above
    492 making use of the fact that the user's message and arguments are pre-formatted
    493 into a :class:`LogRecord`'s *message* attribute.  This format string contains
    494 standard Python %-style mapping keys. See section :ref:`old-string-formatting`
    495 for more information on string formatting.
    496 
    497 The useful mapping keys in a :class:`LogRecord` are given in the section on
    498 :ref:`logrecord-attributes`.
    499 
    500 
    501 .. class:: Formatter(fmt=None, datefmt=None, style='%')
    502 
    503    Returns a new instance of the :class:`Formatter` class.  The instance is
    504    initialized with a format string for the message as a whole, as well as a
    505    format string for the date/time portion of a message.  If no *fmt* is
    506    specified, ``'%(message)s'`` is used.  If no *datefmt* is specified, the
    507    ISO8601 date format is used.
    508 
    509    The *style* parameter can be one of '%', '{' or '$' and determines how
    510    the format string will be merged with its data: using one of %-formatting,
    511    :meth:`str.format` or :class:`string.Template`. See :ref:`formatting-styles`
    512    for more information on using {- and $-formatting for log messages.
    513 
    514    .. versionchanged:: 3.2
    515       The *style* parameter was added.
    516 
    517 
    518    .. method:: format(record)
    519 
    520       The record's attribute dictionary is used as the operand to a string
    521       formatting operation. Returns the resulting string. Before formatting the
    522       dictionary, a couple of preparatory steps are carried out. The *message*
    523       attribute of the record is computed using *msg* % *args*. If the
    524       formatting string contains ``'(asctime)'``, :meth:`formatTime` is called
    525       to format the event time. If there is exception information, it is
    526       formatted using :meth:`formatException` and appended to the message. Note
    527       that the formatted exception information is cached in attribute
    528       *exc_text*. This is useful because the exception information can be
    529       pickled and sent across the wire, but you should be careful if you have
    530       more than one :class:`Formatter` subclass which customizes the formatting
    531       of exception information. In this case, you will have to clear the cached
    532       value after a formatter has done its formatting, so that the next
    533       formatter to handle the event doesn't use the cached value but
    534       recalculates it afresh.
    535 
    536       If stack information is available, it's appended after the exception
    537       information, using :meth:`formatStack` to transform it if necessary.
    538 
    539 
    540    .. method:: formatTime(record, datefmt=None)
    541 
    542       This method should be called from :meth:`format` by a formatter which
    543       wants to make use of a formatted time. This method can be overridden in
    544       formatters to provide for any specific requirement, but the basic behavior
    545       is as follows: if *datefmt* (a string) is specified, it is used with
    546       :func:`time.strftime` to format the creation time of the
    547       record. Otherwise, the ISO8601 format is used.  The resulting string is
    548       returned.
    549 
    550       This function uses a user-configurable function to convert the creation
    551       time to a tuple. By default, :func:`time.localtime` is used; to change
    552       this for a particular formatter instance, set the ``converter`` attribute
    553       to a function with the same signature as :func:`time.localtime` or
    554       :func:`time.gmtime`. To change it for all formatters, for example if you
    555       want all logging times to be shown in GMT, set the ``converter``
    556       attribute in the ``Formatter`` class.
    557 
    558       .. versionchanged:: 3.3
    559          Previously, the default ISO 8601 format was hard-coded as in this
    560          example: ``2010-09-06 22:38:15,292`` where the part before the comma is
    561          handled by a strptime format string (``'%Y-%m-%d %H:%M:%S'``), and the
    562          part after the comma is a millisecond value. Because strptime does not
    563          have a format placeholder for milliseconds, the millisecond value is
    564          appended using another format string, ``'%s,%03d'`` --- and both of these
    565          format strings have been hardcoded into this method. With the change,
    566          these strings are defined as class-level attributes which can be
    567          overridden at the instance level when desired. The names of the
    568          attributes are ``default_time_format`` (for the strptime format string)
    569          and ``default_msec_format`` (for appending the millisecond value).
    570 
    571    .. method:: formatException(exc_info)
    572 
    573       Formats the specified exception information (a standard exception tuple as
    574       returned by :func:`sys.exc_info`) as a string. This default implementation
    575       just uses :func:`traceback.print_exception`. The resulting string is
    576       returned.
    577 
    578    .. method:: formatStack(stack_info)
    579 
    580       Formats the specified stack information (a string as returned by
    581       :func:`traceback.print_stack`, but with the last newline removed) as a
    582       string. This default implementation just returns the input value.
    583 
    584 .. _filter:
    585 
    586 Filter Objects
    587 --------------
    588 
    589 ``Filters`` can be used by ``Handlers`` and ``Loggers`` for more sophisticated
    590 filtering than is provided by levels. The base filter class only allows events
    591 which are below a certain point in the logger hierarchy. For example, a filter
    592 initialized with 'A.B' will allow events logged by loggers 'A.B', 'A.B.C',
    593 'A.B.C.D', 'A.B.D' etc. but not 'A.BB', 'B.A.B' etc. If initialized with the
    594 empty string, all events are passed.
    595 
    596 
    597 .. class:: Filter(name='')
    598 
    599    Returns an instance of the :class:`Filter` class. If *name* is specified, it
    600    names a logger which, together with its children, will have its events allowed
    601    through the filter. If *name* is the empty string, allows every event.
    602 
    603 
    604    .. method:: filter(record)
    605 
    606       Is the specified record to be logged? Returns zero for no, nonzero for
    607       yes. If deemed appropriate, the record may be modified in-place by this
    608       method.
    609 
    610 Note that filters attached to handlers are consulted before an event is
    611 emitted by the handler, whereas filters attached to loggers are consulted
    612 whenever an event is logged (using :meth:`debug`, :meth:`info`,
    613 etc.), before sending an event to handlers. This means that events which have
    614 been generated by descendant loggers will not be filtered by a logger's filter
    615 setting, unless the filter has also been applied to those descendant loggers.
    616 
    617 You don't actually need to subclass ``Filter``: you can pass any instance
    618 which has a ``filter`` method with the same semantics.
    619 
    620 .. versionchanged:: 3.2
    621    You don't need to create specialized ``Filter`` classes, or use other
    622    classes with a ``filter`` method: you can use a function (or other
    623    callable) as a filter. The filtering logic will check to see if the filter
    624    object has a ``filter`` attribute: if it does, it's assumed to be a
    625    ``Filter`` and its :meth:`~Filter.filter` method is called. Otherwise, it's
    626    assumed to be a callable and called with the record as the single
    627    parameter. The returned value should conform to that returned by
    628    :meth:`~Filter.filter`.
    629 
    630 Although filters are used primarily to filter records based on more
    631 sophisticated criteria than levels, they get to see every record which is
    632 processed by the handler or logger they're attached to: this can be useful if
    633 you want to do things like counting how many records were processed by a
    634 particular logger or handler, or adding, changing or removing attributes in
    635 the LogRecord being processed. Obviously changing the LogRecord needs to be
    636 done with some care, but it does allow the injection of contextual information
    637 into logs (see :ref:`filters-contextual`).
    638 
    639 .. _log-record:
    640 
    641 LogRecord Objects
    642 -----------------
    643 
    644 :class:`LogRecord` instances are created automatically by the :class:`Logger`
    645 every time something is logged, and can be created manually via
    646 :func:`makeLogRecord` (for example, from a pickled event received over the
    647 wire).
    648 
    649 
    650 .. class:: LogRecord(name, level, pathname, lineno, msg, args, exc_info, func=None, sinfo=None)
    651 
    652    Contains all the information pertinent to the event being logged.
    653 
    654    The primary information is passed in :attr:`msg` and :attr:`args`, which
    655    are combined using ``msg % args`` to create the :attr:`message` field of the
    656    record.
    657 
    658    :param name:  The name of the logger used to log the event represented by
    659                  this LogRecord. Note that this name will always have this
    660                  value, even though it may be emitted by a handler attached to
    661                  a different (ancestor) logger.
    662    :param level: The numeric level of the logging event (one of DEBUG, INFO etc.)
    663                  Note that this is converted to *two* attributes of the LogRecord:
    664                  ``levelno`` for the numeric value and ``levelname`` for the
    665                  corresponding level name.
    666    :param pathname: The full pathname of the source file where the logging call
    667                     was made.
    668    :param lineno: The line number in the source file where the logging call was
    669                   made.
    670    :param msg: The event description message, possibly a format string with
    671                placeholders for variable data.
    672    :param args: Variable data to merge into the *msg* argument to obtain the
    673                 event description.
    674    :param exc_info: An exception tuple with the current exception information,
    675                     or ``None`` if no exception information is available.
    676    :param func: The name of the function or method from which the logging call
    677                 was invoked.
    678    :param sinfo: A text string representing stack information from the base of
    679                  the stack in the current thread, up to the logging call.
    680 
    681    .. method:: getMessage()
    682 
    683       Returns the message for this :class:`LogRecord` instance after merging any
    684       user-supplied arguments with the message. If the user-supplied message
    685       argument to the logging call is not a string, :func:`str` is called on it to
    686       convert it to a string. This allows use of user-defined classes as
    687       messages, whose ``__str__`` method can return the actual format string to
    688       be used.
    689 
    690    .. versionchanged:: 3.2
    691       The creation of a ``LogRecord`` has been made more configurable by
    692       providing a factory which is used to create the record. The factory can be
    693       set using :func:`getLogRecordFactory` and :func:`setLogRecordFactory`
    694       (see this for the factory's signature).
    695 
    696    This functionality can be used to inject your own values into a
    697    LogRecord at creation time. You can use the following pattern::
    698 
    699       old_factory = logging.getLogRecordFactory()
    700 
    701       def record_factory(*args, **kwargs):
    702           record = old_factory(*args, **kwargs)
    703           record.custom_attribute = 0xdecafbad
    704           return record
    705 
    706       logging.setLogRecordFactory(record_factory)
    707 
    708    With this pattern, multiple factories could be chained, and as long
    709    as they don't overwrite each other's attributes or unintentionally
    710    overwrite the standard attributes listed above, there should be no
    711    surprises.
    712 
    713 
    714 .. _logrecord-attributes:
    715 
    716 LogRecord attributes
    717 --------------------
    718 
    719 The LogRecord has a number of attributes, most of which are derived from the
    720 parameters to the constructor. (Note that the names do not always correspond
    721 exactly between the LogRecord constructor parameters and the LogRecord
    722 attributes.) These attributes can be used to merge data from the record into
    723 the format string. The following table lists (in alphabetical order) the
    724 attribute names, their meanings and the corresponding placeholder in a %-style
    725 format string.
    726 
    727 If you are using {}-formatting (:func:`str.format`), you can use
    728 ``{attrname}`` as the placeholder in the format string. If you are using
    729 $-formatting (:class:`string.Template`), use the form ``${attrname}``. In
    730 both cases, of course, replace ``attrname`` with the actual attribute name
    731 you want to use.
    732 
    733 In the case of {}-formatting, you can specify formatting flags by placing them
    734 after the attribute name, separated from it with a colon. For example: a
    735 placeholder of ``{msecs:03d}`` would format a millisecond value of ``4`` as
    736 ``004``. Refer to the :meth:`str.format` documentation for full details on
    737 the options available to you.
    738 
    739 +----------------+-------------------------+-----------------------------------------------+
    740 | Attribute name | Format                  | Description                                   |
    741 +================+=========================+===============================================+
    742 | args           | You shouldn't need to   | The tuple of arguments merged into ``msg`` to |
    743 |                | format this yourself.   | produce ``message``, or a dict whose values   |
    744 |                |                         | are used for the merge (when there is only one|
    745 |                |                         | argument, and it is a dictionary).            |
    746 +----------------+-------------------------+-----------------------------------------------+
    747 | asctime        | ``%(asctime)s``         | Human-readable time when the                  |
    748 |                |                         | :class:`LogRecord` was created.  By default   |
    749 |                |                         | this is of the form '2003-07-08 16:49:45,896' |
    750 |                |                         | (the numbers after the comma are millisecond  |
    751 |                |                         | portion of the time).                         |
    752 +----------------+-------------------------+-----------------------------------------------+
    753 | created        | ``%(created)f``         | Time when the :class:`LogRecord` was created  |
    754 |                |                         | (as returned by :func:`time.time`).           |
    755 +----------------+-------------------------+-----------------------------------------------+
    756 | exc_info       | You shouldn't need to   | Exception tuple ( la ``sys.exc_info``) or,   |
    757 |                | format this yourself.   | if no exception has occurred, ``None``.       |
    758 +----------------+-------------------------+-----------------------------------------------+
    759 | filename       | ``%(filename)s``        | Filename portion of ``pathname``.             |
    760 +----------------+-------------------------+-----------------------------------------------+
    761 | funcName       | ``%(funcName)s``        | Name of function containing the logging call. |
    762 +----------------+-------------------------+-----------------------------------------------+
    763 | levelname      | ``%(levelname)s``       | Text logging level for the message            |
    764 |                |                         | (``'DEBUG'``, ``'INFO'``, ``'WARNING'``,      |
    765 |                |                         | ``'ERROR'``, ``'CRITICAL'``).                 |
    766 +----------------+-------------------------+-----------------------------------------------+
    767 | levelno        | ``%(levelno)s``         | Numeric logging level for the message         |
    768 |                |                         | (:const:`DEBUG`, :const:`INFO`,               |
    769 |                |                         | :const:`WARNING`, :const:`ERROR`,             |
    770 |                |                         | :const:`CRITICAL`).                           |
    771 +----------------+-------------------------+-----------------------------------------------+
    772 | lineno         | ``%(lineno)d``          | Source line number where the logging call was |
    773 |                |                         | issued (if available).                        |
    774 +----------------+-------------------------+-----------------------------------------------+
    775 | module         | ``%(module)s``          | Module (name portion of ``filename``).        |
    776 +----------------+-------------------------+-----------------------------------------------+
    777 | msecs          | ``%(msecs)d``           | Millisecond portion of the time when the      |
    778 |                |                         | :class:`LogRecord` was created.               |
    779 +----------------+-------------------------+-----------------------------------------------+
    780 | message        | ``%(message)s``         | The logged message, computed as ``msg %       |
    781 |                |                         | args``. This is set when                      |
    782 |                |                         | :meth:`Formatter.format` is invoked.          |
    783 +----------------+-------------------------+-----------------------------------------------+
    784 | msg            | You shouldn't need to   | The format string passed in the original      |
    785 |                | format this yourself.   | logging call. Merged with ``args`` to         |
    786 |                |                         | produce ``message``, or an arbitrary object   |
    787 |                |                         | (see :ref:`arbitrary-object-messages`).       |
    788 +----------------+-------------------------+-----------------------------------------------+
    789 | name           | ``%(name)s``            | Name of the logger used to log the call.      |
    790 +----------------+-------------------------+-----------------------------------------------+
    791 | pathname       | ``%(pathname)s``        | Full pathname of the source file where the    |
    792 |                |                         | logging call was issued (if available).       |
    793 +----------------+-------------------------+-----------------------------------------------+
    794 | process        | ``%(process)d``         | Process ID (if available).                    |
    795 +----------------+-------------------------+-----------------------------------------------+
    796 | processName    | ``%(processName)s``     | Process name (if available).                  |
    797 +----------------+-------------------------+-----------------------------------------------+
    798 | relativeCreated| ``%(relativeCreated)d`` | Time in milliseconds when the LogRecord was   |
    799 |                |                         | created, relative to the time the logging     |
    800 |                |                         | module was loaded.                            |
    801 +----------------+-------------------------+-----------------------------------------------+
    802 | stack_info     | You shouldn't need to   | Stack frame information (where available)     |
    803 |                | format this yourself.   | from the bottom of the stack in the current   |
    804 |                |                         | thread, up to and including the stack frame   |
    805 |                |                         | of the logging call which resulted in the     |
    806 |                |                         | creation of this record.                      |
    807 +----------------+-------------------------+-----------------------------------------------+
    808 | thread         | ``%(thread)d``          | Thread ID (if available).                     |
    809 +----------------+-------------------------+-----------------------------------------------+
    810 | threadName     | ``%(threadName)s``      | Thread name (if available).                   |
    811 +----------------+-------------------------+-----------------------------------------------+
    812 
    813 .. versionchanged:: 3.1
    814    *processName* was added.
    815 
    816 
    817 .. _logger-adapter:
    818 
    819 LoggerAdapter Objects
    820 ---------------------
    821 
    822 :class:`LoggerAdapter` instances are used to conveniently pass contextual
    823 information into logging calls. For a usage example, see the section on
    824 :ref:`adding contextual information to your logging output <context-info>`.
    825 
    826 .. class:: LoggerAdapter(logger, extra)
    827 
    828    Returns an instance of :class:`LoggerAdapter` initialized with an
    829    underlying :class:`Logger` instance and a dict-like object.
    830 
    831    .. method:: process(msg, kwargs)
    832 
    833       Modifies the message and/or keyword arguments passed to a logging call in
    834       order to insert contextual information. This implementation takes the object
    835       passed as *extra* to the constructor and adds it to *kwargs* using key
    836       'extra'. The return value is a (*msg*, *kwargs*) tuple which has the
    837       (possibly modified) versions of the arguments passed in.
    838 
    839 In addition to the above, :class:`LoggerAdapter` supports the following
    840 methods of :class:`Logger`: :meth:`~Logger.debug`, :meth:`~Logger.info`,
    841 :meth:`~Logger.warning`, :meth:`~Logger.error`, :meth:`~Logger.exception`,
    842 :meth:`~Logger.critical`, :meth:`~Logger.log`, :meth:`~Logger.isEnabledFor`,
    843 :meth:`~Logger.getEffectiveLevel`, :meth:`~Logger.setLevel` and
    844 :meth:`~Logger.hasHandlers`. These methods have the same signatures as their
    845 counterparts in :class:`Logger`, so you can use the two types of instances
    846 interchangeably.
    847 
    848 .. versionchanged:: 3.2
    849    The :meth:`~Logger.isEnabledFor`, :meth:`~Logger.getEffectiveLevel`,
    850    :meth:`~Logger.setLevel` and :meth:`~Logger.hasHandlers` methods were added
    851    to :class:`LoggerAdapter`.  These methods delegate to the underlying logger.
    852 
    853 
    854 Thread Safety
    855 -------------
    856 
    857 The logging module is intended to be thread-safe without any special work
    858 needing to be done by its clients. It achieves this though using threading
    859 locks; there is one lock to serialize access to the module's shared data, and
    860 each handler also creates a lock to serialize access to its underlying I/O.
    861 
    862 If you are implementing asynchronous signal handlers using the :mod:`signal`
    863 module, you may not be able to use logging from within such handlers. This is
    864 because lock implementations in the :mod:`threading` module are not always
    865 re-entrant, and so cannot be invoked from such signal handlers.
    866 
    867 
    868 Module-Level Functions
    869 ----------------------
    870 
    871 In addition to the classes described above, there are a number of module- level
    872 functions.
    873 
    874 
    875 .. function:: getLogger(name=None)
    876 
    877    Return a logger with the specified name or, if name is ``None``, return a
    878    logger which is the root logger of the hierarchy. If specified, the name is
    879    typically a dot-separated hierarchical name like *'a'*, *'a.b'* or *'a.b.c.d'*.
    880    Choice of these names is entirely up to the developer who is using logging.
    881 
    882    All calls to this function with a given name return the same logger instance.
    883    This means that logger instances never need to be passed between different parts
    884    of an application.
    885 
    886 
    887 .. function:: getLoggerClass()
    888 
    889    Return either the standard :class:`Logger` class, or the last class passed to
    890    :func:`setLoggerClass`. This function may be called from within a new class
    891    definition, to ensure that installing a customized :class:`Logger` class will
    892    not undo customizations already applied by other code. For example::
    893 
    894       class MyLogger(logging.getLoggerClass()):
    895           # ... override behaviour here
    896 
    897 
    898 .. function:: getLogRecordFactory()
    899 
    900    Return a callable which is used to create a :class:`LogRecord`.
    901 
    902    .. versionadded:: 3.2
    903       This function has been provided, along with :func:`setLogRecordFactory`,
    904       to allow developers more control over how the :class:`LogRecord`
    905       representing a logging event is constructed.
    906 
    907    See :func:`setLogRecordFactory` for more information about the how the
    908    factory is called.
    909 
    910 .. function:: debug(msg, *args, **kwargs)
    911 
    912    Logs a message with level :const:`DEBUG` on the root logger. The *msg* is the
    913    message format string, and the *args* are the arguments which are merged into
    914    *msg* using the string formatting operator. (Note that this means that you can
    915    use keywords in the format string, together with a single dictionary argument.)
    916 
    917    There are three keyword arguments in *kwargs* which are inspected: *exc_info*
    918    which, if it does not evaluate as false, causes exception information to be
    919    added to the logging message. If an exception tuple (in the format returned by
    920    :func:`sys.exc_info`) is provided, it is used; otherwise, :func:`sys.exc_info`
    921    is called to get the exception information.
    922 
    923    The second optional keyword argument is *stack_info*, which defaults to
    924    ``False``. If true, stack information is added to the logging
    925    message, including the actual logging call. Note that this is not the same
    926    stack information as that displayed through specifying *exc_info*: The
    927    former is stack frames from the bottom of the stack up to the logging call
    928    in the current thread, whereas the latter is information about stack frames
    929    which have been unwound, following an exception, while searching for
    930    exception handlers.
    931 
    932    You can specify *stack_info* independently of *exc_info*, e.g. to just show
    933    how you got to a certain point in your code, even when no exceptions were
    934    raised. The stack frames are printed following a header line which says::
    935 
    936        Stack (most recent call last):
    937 
    938    This mimics the ``Traceback (most recent call last):`` which is used when
    939    displaying exception frames.
    940 
    941    The third optional keyword argument is *extra* which can be used to pass a
    942    dictionary which is used to populate the __dict__ of the LogRecord created for
    943    the logging event with user-defined attributes. These custom attributes can then
    944    be used as you like. For example, they could be incorporated into logged
    945    messages. For example::
    946 
    947       FORMAT = '%(asctime)-15s %(clientip)s %(user)-8s %(message)s'
    948       logging.basicConfig(format=FORMAT)
    949       d = {'clientip': '192.168.0.1', 'user': 'fbloggs'}
    950       logging.warning('Protocol problem: %s', 'connection reset', extra=d)
    951 
    952    would print something like::
    953 
    954       2006-02-08 22:20:02,165 192.168.0.1 fbloggs  Protocol problem: connection reset
    955 
    956    The keys in the dictionary passed in *extra* should not clash with the keys used
    957    by the logging system. (See the :class:`Formatter` documentation for more
    958    information on which keys are used by the logging system.)
    959 
    960    If you choose to use these attributes in logged messages, you need to exercise
    961    some care. In the above example, for instance, the :class:`Formatter` has been
    962    set up with a format string which expects 'clientip' and 'user' in the attribute
    963    dictionary of the LogRecord. If these are missing, the message will not be
    964    logged because a string formatting exception will occur. So in this case, you
    965    always need to pass the *extra* dictionary with these keys.
    966 
    967    While this might be annoying, this feature is intended for use in specialized
    968    circumstances, such as multi-threaded servers where the same code executes in
    969    many contexts, and interesting conditions which arise are dependent on this
    970    context (such as remote client IP address and authenticated user name, in the
    971    above example). In such circumstances, it is likely that specialized
    972    :class:`Formatter`\ s would be used with particular :class:`Handler`\ s.
    973 
    974    .. versionadded:: 3.2
    975       The *stack_info* parameter was added.
    976 
    977 .. function:: info(msg, *args, **kwargs)
    978 
    979    Logs a message with level :const:`INFO` on the root logger. The arguments are
    980    interpreted as for :func:`debug`.
    981 
    982 
    983 .. function:: warning(msg, *args, **kwargs)
    984 
    985    Logs a message with level :const:`WARNING` on the root logger. The arguments
    986    are interpreted as for :func:`debug`.
    987 
    988    .. note:: There is an obsolete function ``warn`` which is functionally
    989       identical to ``warning``. As ``warn`` is deprecated, please do not use
    990       it - use ``warning`` instead.
    991 
    992 
    993 .. function:: error(msg, *args, **kwargs)
    994 
    995    Logs a message with level :const:`ERROR` on the root logger. The arguments are
    996    interpreted as for :func:`debug`.
    997 
    998 
    999 .. function:: critical(msg, *args, **kwargs)
   1000 
   1001    Logs a message with level :const:`CRITICAL` on the root logger. The arguments
   1002    are interpreted as for :func:`debug`.
   1003 
   1004 
   1005 .. function:: exception(msg, *args, **kwargs)
   1006 
   1007    Logs a message with level :const:`ERROR` on the root logger. The arguments are
   1008    interpreted as for :func:`debug`. Exception info is added to the logging
   1009    message. This function should only be called from an exception handler.
   1010 
   1011 .. function:: log(level, msg, *args, **kwargs)
   1012 
   1013    Logs a message with level *level* on the root logger. The other arguments are
   1014    interpreted as for :func:`debug`.
   1015 
   1016    .. note:: The above module-level convenience functions, which delegate to the
   1017       root logger, call :func:`basicConfig` to ensure that at least one handler
   1018       is available. Because of this, they should *not* be used in threads,
   1019       in versions of Python earlier than 2.7.1 and 3.2, unless at least one
   1020       handler has been added to the root logger *before* the threads are
   1021       started. In earlier versions of Python, due to a thread safety shortcoming
   1022       in :func:`basicConfig`, this can (under rare circumstances) lead to
   1023       handlers being added multiple times to the root logger, which can in turn
   1024       lead to multiple messages for the same event.
   1025 
   1026 .. function:: disable(lvl)
   1027 
   1028    Provides an overriding level *lvl* for all loggers which takes precedence over
   1029    the logger's own level. When the need arises to temporarily throttle logging
   1030    output down across the whole application, this function can be useful. Its
   1031    effect is to disable all logging calls of severity *lvl* and below, so that
   1032    if you call it with a value of INFO, then all INFO and DEBUG events would be
   1033    discarded, whereas those of severity WARNING and above would be processed
   1034    according to the logger's effective level. If
   1035    ``logging.disable(logging.NOTSET)`` is called, it effectively removes this
   1036    overriding level, so that logging output again depends on the effective
   1037    levels of individual loggers.
   1038 
   1039 
   1040 .. function:: addLevelName(lvl, levelName)
   1041 
   1042    Associates level *lvl* with text *levelName* in an internal dictionary, which is
   1043    used to map numeric levels to a textual representation, for example when a
   1044    :class:`Formatter` formats a message. This function can also be used to define
   1045    your own levels. The only constraints are that all levels used must be
   1046    registered using this function, levels should be positive integers and they
   1047    should increase in increasing order of severity.
   1048 
   1049    .. note:: If you are thinking of defining your own levels, please see the
   1050       section on :ref:`custom-levels`.
   1051 
   1052 .. function:: getLevelName(lvl)
   1053 
   1054    Returns the textual representation of logging level *lvl*. If the level is one
   1055    of the predefined levels :const:`CRITICAL`, :const:`ERROR`, :const:`WARNING`,
   1056    :const:`INFO` or :const:`DEBUG` then you get the corresponding string. If you
   1057    have associated levels with names using :func:`addLevelName` then the name you
   1058    have associated with *lvl* is returned. If a numeric value corresponding to one
   1059    of the defined levels is passed in, the corresponding string representation is
   1060    returned. Otherwise, the string 'Level %s' % lvl is returned.
   1061 
   1062    .. note:: Levels are internally integers (as they need to be compared in the
   1063       logging logic). This function is used to convert between an integer level
   1064       and the level name displayed in the formatted log output by means of the
   1065       ``%(levelname)s`` format specifier (see :ref:`logrecord-attributes`).
   1066 
   1067    .. versionchanged:: 3.4
   1068       In Python versions earlier than 3.4, this function could also be passed a
   1069       text level, and would return the corresponding numeric value of the level.
   1070       This undocumented behaviour was considered a mistake, and was removed in
   1071       Python 3.4, but reinstated in 3.4.2 due to retain backward compatibility.
   1072 
   1073 .. function:: makeLogRecord(attrdict)
   1074 
   1075    Creates and returns a new :class:`LogRecord` instance whose attributes are
   1076    defined by *attrdict*. This function is useful for taking a pickled
   1077    :class:`LogRecord` attribute dictionary, sent over a socket, and reconstituting
   1078    it as a :class:`LogRecord` instance at the receiving end.
   1079 
   1080 
   1081 .. function:: basicConfig(**kwargs)
   1082 
   1083    Does basic configuration for the logging system by creating a
   1084    :class:`StreamHandler` with a default :class:`Formatter` and adding it to the
   1085    root logger. The functions :func:`debug`, :func:`info`, :func:`warning`,
   1086    :func:`error` and :func:`critical` will call :func:`basicConfig` automatically
   1087    if no handlers are defined for the root logger.
   1088 
   1089    This function does nothing if the root logger already has handlers
   1090    configured for it.
   1091 
   1092    .. note:: This function should be called from the main thread
   1093       before other threads are started. In versions of Python prior to
   1094       2.7.1 and 3.2, if this function is called from multiple threads,
   1095       it is possible (in rare circumstances) that a handler will be added
   1096       to the root logger more than once, leading to unexpected results
   1097       such as messages being duplicated in the log.
   1098 
   1099    The following keyword arguments are supported.
   1100 
   1101    .. tabularcolumns:: |l|L|
   1102 
   1103    +--------------+---------------------------------------------+
   1104    | Format       | Description                                 |
   1105    +==============+=============================================+
   1106    | ``filename`` | Specifies that a FileHandler be created,    |
   1107    |              | using the specified filename, rather than a |
   1108    |              | StreamHandler.                              |
   1109    +--------------+---------------------------------------------+
   1110    | ``filemode`` | Specifies the mode to open the file, if     |
   1111    |              | filename is specified (if filemode is       |
   1112    |              | unspecified, it defaults to 'a').           |
   1113    +--------------+---------------------------------------------+
   1114    | ``format``   | Use the specified format string for the     |
   1115    |              | handler.                                    |
   1116    +--------------+---------------------------------------------+
   1117    | ``datefmt``  | Use the specified date/time format.         |
   1118    +--------------+---------------------------------------------+
   1119    | ``style``    | If ``format`` is specified, use this style  |
   1120    |              | for the format string. One of '%', '{' or   |
   1121    |              | '$' for %-formatting, :meth:`str.format` or |
   1122    |              | :class:`string.Template` respectively, and  |
   1123    |              | defaulting to '%' if not specified.         |
   1124    +--------------+---------------------------------------------+
   1125    | ``level``    | Set the root logger level to the specified  |
   1126    |              | level.                                      |
   1127    +--------------+---------------------------------------------+
   1128    | ``stream``   | Use the specified stream to initialize the  |
   1129    |              | StreamHandler. Note that this argument is   |
   1130    |              | incompatible with 'filename' - if both are  |
   1131    |              | present, a ``ValueError`` is raised.        |
   1132    +--------------+---------------------------------------------+
   1133    | ``handlers`` | If specified, this should be an iterable of |
   1134    |              | already created handlers to add to the root |
   1135    |              | logger. Any handlers which don't already    |
   1136    |              | have a formatter set will be assigned the   |
   1137    |              | default formatter created in this function. |
   1138    |              | Note that this argument is incompatible     |
   1139    |              | with 'filename' or 'stream' - if both are   |
   1140    |              | present, a ``ValueError`` is raised.        |
   1141    +--------------+---------------------------------------------+
   1142 
   1143    .. versionchanged:: 3.2
   1144       The ``style`` argument was added.
   1145 
   1146    .. versionchanged:: 3.3
   1147       The ``handlers`` argument was added. Additional checks were added to
   1148       catch situations where incompatible arguments are specified (e.g.
   1149       ``handlers`` together with ``stream`` or ``filename``, or ``stream``
   1150       together with ``filename``).
   1151 
   1152 
   1153 .. function:: shutdown()
   1154 
   1155    Informs the logging system to perform an orderly shutdown by flushing and
   1156    closing all handlers. This should be called at application exit and no
   1157    further use of the logging system should be made after this call.
   1158 
   1159 
   1160 .. function:: setLoggerClass(klass)
   1161 
   1162    Tells the logging system to use the class *klass* when instantiating a logger.
   1163    The class should define :meth:`__init__` such that only a name argument is
   1164    required, and the :meth:`__init__` should call :meth:`Logger.__init__`. This
   1165    function is typically called before any loggers are instantiated by applications
   1166    which need to use custom logger behavior.
   1167 
   1168 
   1169 .. function:: setLogRecordFactory(factory)
   1170 
   1171    Set a callable which is used to create a :class:`LogRecord`.
   1172 
   1173    :param factory: The factory callable to be used to instantiate a log record.
   1174 
   1175    .. versionadded:: 3.2
   1176       This function has been provided, along with :func:`getLogRecordFactory`, to
   1177       allow developers more control over how the :class:`LogRecord` representing
   1178       a logging event is constructed.
   1179 
   1180    The factory has the following signature:
   1181 
   1182    ``factory(name, level, fn, lno, msg, args, exc_info, func=None, sinfo=None, **kwargs)``
   1183 
   1184       :name: The logger name.
   1185       :level: The logging level (numeric).
   1186       :fn: The full pathname of the file where the logging call was made.
   1187       :lno: The line number in the file where the logging call was made.
   1188       :msg: The logging message.
   1189       :args: The arguments for the logging message.
   1190       :exc_info: An exception tuple, or ``None``.
   1191       :func: The name of the function or method which invoked the logging
   1192              call.
   1193       :sinfo: A stack traceback such as is provided by
   1194               :func:`traceback.print_stack`, showing the call hierarchy.
   1195       :kwargs: Additional keyword arguments.
   1196 
   1197 
   1198 Module-Level Attributes
   1199 -----------------------
   1200 
   1201 .. attribute:: lastResort
   1202 
   1203    A "handler of last resort" is available through this attribute. This
   1204    is a :class:`StreamHandler` writing to ``sys.stderr`` with a level of
   1205    ``WARNING``, and is used to handle logging events in the absence of any
   1206    logging configuration. The end result is to just print the message to
   1207    ``sys.stderr``. This replaces the earlier error message saying that
   1208    "no handlers could be found for logger XYZ". If you need the earlier
   1209    behaviour for some reason, ``lastResort`` can be set to ``None``.
   1210 
   1211    .. versionadded:: 3.2
   1212 
   1213 Integration with the warnings module
   1214 ------------------------------------
   1215 
   1216 The :func:`captureWarnings` function can be used to integrate :mod:`logging`
   1217 with the :mod:`warnings` module.
   1218 
   1219 .. function:: captureWarnings(capture)
   1220 
   1221    This function is used to turn the capture of warnings by logging on and
   1222    off.
   1223 
   1224    If *capture* is ``True``, warnings issued by the :mod:`warnings` module will
   1225    be redirected to the logging system. Specifically, a warning will be
   1226    formatted using :func:`warnings.formatwarning` and the resulting string
   1227    logged to a logger named ``'py.warnings'`` with a severity of :const:`WARNING`.
   1228 
   1229    If *capture* is ``False``, the redirection of warnings to the logging system
   1230    will stop, and warnings will be redirected to their original destinations
   1231    (i.e. those in effect before ``captureWarnings(True)`` was called).
   1232 
   1233 
   1234 .. seealso::
   1235 
   1236    Module :mod:`logging.config`
   1237       Configuration API for the logging module.
   1238 
   1239    Module :mod:`logging.handlers`
   1240       Useful handlers included with the logging module.
   1241 
   1242    :pep:`282` - A Logging System
   1243       The proposal which described this feature for inclusion in the Python standard
   1244       library.
   1245 
   1246    `Original Python logging package <https://www.red-dove.com/python_logging.html>`_
   1247       This is the original source for the :mod:`logging` package.  The version of the
   1248       package available from this site is suitable for use with Python 1.5.2, 2.1.x
   1249       and 2.2.x, which do not include the :mod:`logging` package in the standard
   1250       library.
   1251 
   1252