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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 attribute evaluates to true, events logged to this logger will be
     75       passed to the handlers of higher level (ancestor) loggers, in addition to
     76       any handlers attached to this logger. Messages are passed directly to the
     77       ancestor loggers' handlers - neither the level nor filters of the ancestor
     78       loggers in 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(level)
     95 
     96       Sets the threshold for this logger to *level*. Logging messages which are less
     97       severe than *level* will be ignored; logging messages which have severity *level*
     98       or higher will be emitted by whichever handler or handlers service this logger,
     99       unless a handler's level has been set to a higher severity level than *level*.
    100 
    101       When a logger is created, the level is set to :const:`NOTSET` (which causes
    102       all messages to be processed when the logger is the root logger, or delegation
    103       to the parent when the logger is a non-root logger). Note that the root logger
    104       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       .. versionchanged:: 3.2
    120          The *level* parameter now accepts a string representation of the
    121          level such as 'INFO' as an alternative to the integer constants
    122          such as :const:`INFO`. Note, however, that levels are internally stored
    123          as integers, and methods such as e.g. :meth:`getEffectiveLevel` and
    124          :meth:`isEnabledFor` will return/expect to be passed integers.
    125 
    126 
    127    .. method:: Logger.isEnabledFor(lvl)
    128 
    129       Indicates if a message of severity *lvl* would be processed by this logger.
    130       This method checks first the module-level level set by
    131       ``logging.disable(lvl)`` and then the logger's effective level as determined
    132       by :meth:`getEffectiveLevel`.
    133 
    134 
    135    .. method:: Logger.getEffectiveLevel()
    136 
    137       Indicates the effective level for this logger. If a value other than
    138       :const:`NOTSET` has been set using :meth:`setLevel`, it is returned. Otherwise,
    139       the hierarchy is traversed towards the root until a value other than
    140       :const:`NOTSET` is found, and that value is returned. The value returned is
    141       an integer, typically one of :const:`logging.DEBUG`, :const:`logging.INFO`
    142       etc.
    143 
    144 
    145    .. method:: Logger.getChild(suffix)
    146 
    147       Returns a logger which is a descendant to this logger, as determined by the suffix.
    148       Thus, ``logging.getLogger('abc').getChild('def.ghi')`` would return the same
    149       logger as would be returned by ``logging.getLogger('abc.def.ghi')``. This is a
    150       convenience method, useful when the parent logger is named using e.g. ``__name__``
    151       rather than a literal string.
    152 
    153       .. versionadded:: 3.2
    154 
    155 
    156    .. method:: Logger.debug(msg, *args, **kwargs)
    157 
    158       Logs a message with level :const:`DEBUG` on this logger. The *msg* is the
    159       message format string, and the *args* are the arguments which are merged into
    160       *msg* using the string formatting operator. (Note that this means that you can
    161       use keywords in the format string, together with a single dictionary argument.)
    162 
    163       There are three keyword arguments in *kwargs* which are inspected:
    164       *exc_info*, *stack_info*, and *extra*.
    165 
    166       If *exc_info* does not evaluate as false, it causes exception information to be
    167       added to the logging message. If an exception tuple (in the format returned by
    168       :func:`sys.exc_info`) or an exception instance is provided, it is used;
    169       otherwise, :func:`sys.exc_info` is called to get the exception information.
    170 
    171       The second optional keyword argument is *stack_info*, which defaults to
    172       ``False``. If true, stack information is added to the logging
    173       message, including the actual logging call. Note that this is not the same
    174       stack information as that displayed through specifying *exc_info*: The
    175       former is stack frames from the bottom of the stack up to the logging call
    176       in the current thread, whereas the latter is information about stack frames
    177       which have been unwound, following an exception, while searching for
    178       exception handlers.
    179 
    180       You can specify *stack_info* independently of *exc_info*, e.g. to just show
    181       how you got to a certain point in your code, even when no exceptions were
    182       raised. The stack frames are printed following a header line which says:
    183 
    184       .. code-block:: none
    185 
    186           Stack (most recent call last):
    187 
    188       This mimics the ``Traceback (most recent call last):`` which is used when
    189       displaying exception frames.
    190 
    191       The third keyword argument is *extra* which can be used to pass a
    192       dictionary which is used to populate the __dict__ of the LogRecord created for
    193       the logging event with user-defined attributes. These custom attributes can then
    194       be used as you like. For example, they could be incorporated into logged
    195       messages. For example::
    196 
    197          FORMAT = '%(asctime)-15s %(clientip)s %(user)-8s %(message)s'
    198          logging.basicConfig(format=FORMAT)
    199          d = {'clientip': '192.168.0.1', 'user': 'fbloggs'}
    200          logger = logging.getLogger('tcpserver')
    201          logger.warning('Protocol problem: %s', 'connection reset', extra=d)
    202 
    203       would print something like
    204 
    205       .. code-block:: none
    206 
    207          2006-02-08 22:20:02,165 192.168.0.1 fbloggs  Protocol problem: connection reset
    208 
    209       The keys in the dictionary passed in *extra* should not clash with the keys used
    210       by the logging system. (See the :class:`Formatter` documentation for more
    211       information on which keys are used by the logging system.)
    212 
    213       If you choose to use these attributes in logged messages, you need to exercise
    214       some care. In the above example, for instance, the :class:`Formatter` has been
    215       set up with a format string which expects 'clientip' and 'user' in the attribute
    216       dictionary of the LogRecord. If these are missing, the message will not be
    217       logged because a string formatting exception will occur. So in this case, you
    218       always need to pass the *extra* dictionary with these keys.
    219 
    220       While this might be annoying, this feature is intended for use in specialized
    221       circumstances, such as multi-threaded servers where the same code executes in
    222       many contexts, and interesting conditions which arise are dependent on this
    223       context (such as remote client IP address and authenticated user name, in the
    224       above example). In such circumstances, it is likely that specialized
    225       :class:`Formatter`\ s would be used with particular :class:`Handler`\ s.
    226 
    227       .. versionadded:: 3.2
    228          The *stack_info* parameter was added.
    229 
    230       .. versionchanged:: 3.5
    231          The *exc_info* parameter can now accept exception instances.
    232 
    233 
    234    .. method:: Logger.info(msg, *args, **kwargs)
    235 
    236       Logs a message with level :const:`INFO` on this logger. The arguments are
    237       interpreted as for :meth:`debug`.
    238 
    239 
    240    .. method:: Logger.warning(msg, *args, **kwargs)
    241 
    242       Logs a message with level :const:`WARNING` on this logger. The arguments are
    243       interpreted as for :meth:`debug`.
    244 
    245       .. note:: There is an obsolete method ``warn`` which is functionally
    246          identical to ``warning``. As ``warn`` is deprecated, please do not use
    247          it - use ``warning`` instead.
    248 
    249    .. method:: Logger.error(msg, *args, **kwargs)
    250 
    251       Logs a message with level :const:`ERROR` on this logger. The arguments are
    252       interpreted as for :meth:`debug`.
    253 
    254 
    255    .. method:: Logger.critical(msg, *args, **kwargs)
    256 
    257       Logs a message with level :const:`CRITICAL` on this logger. The arguments are
    258       interpreted as for :meth:`debug`.
    259 
    260 
    261    .. method:: Logger.log(lvl, msg, *args, **kwargs)
    262 
    263       Logs a message with integer level *lvl* on this logger. The other arguments are
    264       interpreted as for :meth:`debug`.
    265 
    266 
    267    .. method:: Logger.exception(msg, *args, **kwargs)
    268 
    269       Logs a message with level :const:`ERROR` on this logger. The arguments are
    270       interpreted as for :meth:`debug`. Exception info is added to the logging
    271       message. This method should only be called from an exception handler.
    272 
    273 
    274    .. method:: Logger.addFilter(filter)
    275 
    276       Adds the specified filter *filter* to this logger.
    277 
    278 
    279    .. method:: Logger.removeFilter(filter)
    280 
    281       Removes the specified filter *filter* from this logger.
    282 
    283 
    284    .. method:: Logger.filter(record)
    285 
    286       Applies this logger's filters to the record and returns a true value if the
    287       record is to be processed. The filters are consulted in turn, until one of
    288       them returns a false value. If none of them return a false value, the record
    289       will be processed (passed to handlers). If one returns a false value, no
    290       further processing of the record occurs.
    291 
    292 
    293    .. method:: Logger.addHandler(hdlr)
    294 
    295       Adds the specified handler *hdlr* to this logger.
    296 
    297 
    298    .. method:: Logger.removeHandler(hdlr)
    299 
    300       Removes the specified handler *hdlr* from this logger.
    301 
    302 
    303    .. method:: Logger.findCaller(stack_info=False)
    304 
    305       Finds the caller's source filename and line number. Returns the filename, line
    306       number, function name and stack information as a 4-element tuple. The stack
    307       information is returned as ``None`` unless *stack_info* is ``True``.
    308 
    309 
    310    .. method:: Logger.handle(record)
    311 
    312       Handles a record by passing it to all handlers associated with this logger and
    313       its ancestors (until a false value of *propagate* is found). This method is used
    314       for unpickled records received from a socket, as well as those created locally.
    315       Logger-level filtering is applied using :meth:`~Logger.filter`.
    316 
    317 
    318    .. method:: Logger.makeRecord(name, lvl, fn, lno, msg, args, exc_info, func=None, extra=None, sinfo=None)
    319 
    320       This is a factory method which can be overridden in subclasses to create
    321       specialized :class:`LogRecord` instances.
    322 
    323    .. method:: Logger.hasHandlers()
    324 
    325       Checks to see if this logger has any handlers configured. This is done by
    326       looking for handlers in this logger and its parents in the logger hierarchy.
    327       Returns ``True`` if a handler was found, else ``False``. The method stops searching
    328       up the hierarchy whenever a logger with the 'propagate' attribute set to
    329       false is found - that will be the last logger which is checked for the
    330       existence of handlers.
    331 
    332       .. versionadded:: 3.2
    333 
    334    .. versionchanged:: 3.7
    335       Loggers can now be pickled and unpickled.
    336 
    337 .. _levels:
    338 
    339 Logging Levels
    340 --------------
    341 
    342 The numeric values of logging levels are given in the following table. These are
    343 primarily of interest if you want to define your own levels, and need them to
    344 have specific values relative to the predefined levels. If you define a level
    345 with the same numeric value, it overwrites the predefined value; the predefined
    346 name is lost.
    347 
    348 +--------------+---------------+
    349 | Level        | Numeric value |
    350 +==============+===============+
    351 | ``CRITICAL`` | 50            |
    352 +--------------+---------------+
    353 | ``ERROR``    | 40            |
    354 +--------------+---------------+
    355 | ``WARNING``  | 30            |
    356 +--------------+---------------+
    357 | ``INFO``     | 20            |
    358 +--------------+---------------+
    359 | ``DEBUG``    | 10            |
    360 +--------------+---------------+
    361 | ``NOTSET``   | 0             |
    362 +--------------+---------------+
    363 
    364 
    365 .. _handler:
    366 
    367 Handler Objects
    368 ---------------
    369 
    370 Handlers have the following attributes and methods. Note that :class:`Handler`
    371 is never instantiated directly; this class acts as a base for more useful
    372 subclasses. However, the :meth:`__init__` method in subclasses needs to call
    373 :meth:`Handler.__init__`.
    374 
    375 .. class:: Handler
    376 
    377    .. method:: Handler.__init__(level=NOTSET)
    378 
    379       Initializes the :class:`Handler` instance by setting its level, setting the list
    380       of filters to the empty list and creating a lock (using :meth:`createLock`) for
    381       serializing access to an I/O mechanism.
    382 
    383 
    384    .. method:: Handler.createLock()
    385 
    386       Initializes a thread lock which can be used to serialize access to underlying
    387       I/O functionality which may not be threadsafe.
    388 
    389 
    390    .. method:: Handler.acquire()
    391 
    392       Acquires the thread lock created with :meth:`createLock`.
    393 
    394 
    395    .. method:: Handler.release()
    396 
    397       Releases the thread lock acquired with :meth:`acquire`.
    398 
    399 
    400    .. method:: Handler.setLevel(level)
    401 
    402       Sets the threshold for this handler to *level*. Logging messages which are
    403       less severe than *level* will be ignored. When a handler is created, the
    404       level is set to :const:`NOTSET` (which causes all messages to be
    405       processed).
    406 
    407       See :ref:`levels` for a list of levels.
    408 
    409       .. versionchanged:: 3.2
    410          The *level* parameter now accepts a string representation of the
    411          level such as 'INFO' as an alternative to the integer constants
    412          such as :const:`INFO`.
    413 
    414 
    415    .. method:: Handler.setFormatter(fmt)
    416 
    417       Sets the :class:`Formatter` for this handler to *fmt*.
    418 
    419 
    420    .. method:: Handler.addFilter(filter)
    421 
    422       Adds the specified filter *filter* to this handler.
    423 
    424 
    425    .. method:: Handler.removeFilter(filter)
    426 
    427       Removes the specified filter *filter* from this handler.
    428 
    429 
    430    .. method:: Handler.filter(record)
    431 
    432       Applies this handler's filters to the record and returns a true value if the
    433       record is to be processed. The filters are consulted in turn, until one of
    434       them returns a false value. If none of them return a false value, the record
    435       will be emitted. If one returns a false value, the handler will not emit the
    436       record.
    437 
    438 
    439    .. method:: Handler.flush()
    440 
    441       Ensure all logging output has been flushed. This version does nothing and is
    442       intended to be implemented by subclasses.
    443 
    444 
    445    .. method:: Handler.close()
    446 
    447       Tidy up any resources used by the handler. This version does no output but
    448       removes the handler from an internal list of handlers which is closed when
    449       :func:`shutdown` is called. Subclasses should ensure that this gets called
    450       from overridden :meth:`close` methods.
    451 
    452 
    453    .. method:: Handler.handle(record)
    454 
    455       Conditionally emits the specified logging record, depending on filters which may
    456       have been added to the handler. Wraps the actual emission of the record with
    457       acquisition/release of the I/O thread lock.
    458 
    459 
    460    .. method:: Handler.handleError(record)
    461 
    462       This method should be called from handlers when an exception is encountered
    463       during an :meth:`emit` call. If the module-level attribute
    464       ``raiseExceptions`` is ``False``, exceptions get silently ignored. This is
    465       what is mostly wanted for a logging system - most users will not care about
    466       errors in the logging system, they are more interested in application
    467       errors. You could, however, replace this with a custom handler if you wish.
    468       The specified record is the one which was being processed when the exception
    469       occurred. (The default value of ``raiseExceptions`` is ``True``, as that is
    470       more useful during development).
    471 
    472 
    473    .. method:: Handler.format(record)
    474 
    475       Do formatting for a record - if a formatter is set, use it. Otherwise, use the
    476       default formatter for the module.
    477 
    478 
    479    .. method:: Handler.emit(record)
    480 
    481       Do whatever it takes to actually log the specified logging record. This version
    482       is intended to be implemented by subclasses and so raises a
    483       :exc:`NotImplementedError`.
    484 
    485 For a list of handlers included as standard, see :mod:`logging.handlers`.
    486 
    487 .. _formatter-objects:
    488 
    489 Formatter Objects
    490 -----------------
    491 
    492 .. currentmodule:: logging
    493 
    494 :class:`Formatter` objects have the following attributes and methods. They are
    495 responsible for converting a :class:`LogRecord` to (usually) a string which can
    496 be interpreted by either a human or an external system. The base
    497 :class:`Formatter` allows a formatting string to be specified. If none is
    498 supplied, the default value of ``'%(message)s'`` is used, which just includes
    499 the message in the logging call. To have additional items of information in the
    500 formatted output (such as a timestamp), keep reading.
    501 
    502 A Formatter can be initialized with a format string which makes use of knowledge
    503 of the :class:`LogRecord` attributes - such as the default value mentioned above
    504 making use of the fact that the user's message and arguments are pre-formatted
    505 into a :class:`LogRecord`'s *message* attribute.  This format string contains
    506 standard Python %-style mapping keys. See section :ref:`old-string-formatting`
    507 for more information on string formatting.
    508 
    509 The useful mapping keys in a :class:`LogRecord` are given in the section on
    510 :ref:`logrecord-attributes`.
    511 
    512 
    513 .. class:: Formatter(fmt=None, datefmt=None, style='%')
    514 
    515    Returns a new instance of the :class:`Formatter` class.  The instance is
    516    initialized with a format string for the message as a whole, as well as a
    517    format string for the date/time portion of a message.  If no *fmt* is
    518    specified, ``'%(message)s'`` is used.  If no *datefmt* is specified, a format
    519    is used which is described in the :meth:`formatTime` documentation.
    520 
    521    The *style* parameter can be one of '%', '{' or '$' and determines how
    522    the format string will be merged with its data: using one of %-formatting,
    523    :meth:`str.format` or :class:`string.Template`. See :ref:`formatting-styles`
    524    for more information on using {- and $-formatting for log messages.
    525 
    526    .. versionchanged:: 3.2
    527       The *style* parameter was added.
    528 
    529 
    530    .. method:: format(record)
    531 
    532       The record's attribute dictionary is used as the operand to a string
    533       formatting operation. Returns the resulting string. Before formatting the
    534       dictionary, a couple of preparatory steps are carried out. The *message*
    535       attribute of the record is computed using *msg* % *args*. If the
    536       formatting string contains ``'(asctime)'``, :meth:`formatTime` is called
    537       to format the event time. If there is exception information, it is
    538       formatted using :meth:`formatException` and appended to the message. Note
    539       that the formatted exception information is cached in attribute
    540       *exc_text*. This is useful because the exception information can be
    541       pickled and sent across the wire, but you should be careful if you have
    542       more than one :class:`Formatter` subclass which customizes the formatting
    543       of exception information. In this case, you will have to clear the cached
    544       value after a formatter has done its formatting, so that the next
    545       formatter to handle the event doesn't use the cached value but
    546       recalculates it afresh.
    547 
    548       If stack information is available, it's appended after the exception
    549       information, using :meth:`formatStack` to transform it if necessary.
    550 
    551 
    552    .. method:: formatTime(record, datefmt=None)
    553 
    554       This method should be called from :meth:`format` by a formatter which
    555       wants to make use of a formatted time. This method can be overridden in
    556       formatters to provide for any specific requirement, but the basic behavior
    557       is as follows: if *datefmt* (a string) is specified, it is used with
    558       :func:`time.strftime` to format the creation time of the
    559       record. Otherwise, the format '%Y-%m-%d %H:%M:%S,uuu' is used, where the
    560       uuu part is a millisecond value and the other letters are as per the
    561       :func:`time.strftime` documentation.  An example time in this format is
    562       ``2003-01-23 00:29:50,411``.  The resulting string is returned.
    563 
    564       This function uses a user-configurable function to convert the creation
    565       time to a tuple. By default, :func:`time.localtime` is used; to change
    566       this for a particular formatter instance, set the ``converter`` attribute
    567       to a function with the same signature as :func:`time.localtime` or
    568       :func:`time.gmtime`. To change it for all formatters, for example if you
    569       want all logging times to be shown in GMT, set the ``converter``
    570       attribute in the ``Formatter`` class.
    571 
    572       .. versionchanged:: 3.3
    573          Previously, the default format was hard-coded as in this example:
    574          ``2010-09-06 22:38:15,292`` where the part before the comma is
    575          handled by a strptime format string (``'%Y-%m-%d %H:%M:%S'``), and the
    576          part after the comma is a millisecond value. Because strptime does not
    577          have a format placeholder for milliseconds, the millisecond value is
    578          appended using another format string, ``'%s,%03d'`` --- and both of these
    579          format strings have been hardcoded into this method. With the change,
    580          these strings are defined as class-level attributes which can be
    581          overridden at the instance level when desired. The names of the
    582          attributes are ``default_time_format`` (for the strptime format string)
    583          and ``default_msec_format`` (for appending the millisecond value).
    584 
    585    .. method:: formatException(exc_info)
    586 
    587       Formats the specified exception information (a standard exception tuple as
    588       returned by :func:`sys.exc_info`) as a string. This default implementation
    589       just uses :func:`traceback.print_exception`. The resulting string is
    590       returned.
    591 
    592    .. method:: formatStack(stack_info)
    593 
    594       Formats the specified stack information (a string as returned by
    595       :func:`traceback.print_stack`, but with the last newline removed) as a
    596       string. This default implementation just returns the input value.
    597 
    598 .. _filter:
    599 
    600 Filter Objects
    601 --------------
    602 
    603 ``Filters`` can be used by ``Handlers`` and ``Loggers`` for more sophisticated
    604 filtering than is provided by levels. The base filter class only allows events
    605 which are below a certain point in the logger hierarchy. For example, a filter
    606 initialized with 'A.B' will allow events logged by loggers 'A.B', 'A.B.C',
    607 'A.B.C.D', 'A.B.D' etc. but not 'A.BB', 'B.A.B' etc. If initialized with the
    608 empty string, all events are passed.
    609 
    610 
    611 .. class:: Filter(name='')
    612 
    613    Returns an instance of the :class:`Filter` class. If *name* is specified, it
    614    names a logger which, together with its children, will have its events allowed
    615    through the filter. If *name* is the empty string, allows every event.
    616 
    617 
    618    .. method:: filter(record)
    619 
    620       Is the specified record to be logged? Returns zero for no, nonzero for
    621       yes. If deemed appropriate, the record may be modified in-place by this
    622       method.
    623 
    624 Note that filters attached to handlers are consulted before an event is
    625 emitted by the handler, whereas filters attached to loggers are consulted
    626 whenever an event is logged (using :meth:`debug`, :meth:`info`,
    627 etc.), before sending an event to handlers. This means that events which have
    628 been generated by descendant loggers will not be filtered by a logger's filter
    629 setting, unless the filter has also been applied to those descendant loggers.
    630 
    631 You don't actually need to subclass ``Filter``: you can pass any instance
    632 which has a ``filter`` method with the same semantics.
    633 
    634 .. versionchanged:: 3.2
    635    You don't need to create specialized ``Filter`` classes, or use other
    636    classes with a ``filter`` method: you can use a function (or other
    637    callable) as a filter. The filtering logic will check to see if the filter
    638    object has a ``filter`` attribute: if it does, it's assumed to be a
    639    ``Filter`` and its :meth:`~Filter.filter` method is called. Otherwise, it's
    640    assumed to be a callable and called with the record as the single
    641    parameter. The returned value should conform to that returned by
    642    :meth:`~Filter.filter`.
    643 
    644 Although filters are used primarily to filter records based on more
    645 sophisticated criteria than levels, they get to see every record which is
    646 processed by the handler or logger they're attached to: this can be useful if
    647 you want to do things like counting how many records were processed by a
    648 particular logger or handler, or adding, changing or removing attributes in
    649 the LogRecord being processed. Obviously changing the LogRecord needs to be
    650 done with some care, but it does allow the injection of contextual information
    651 into logs (see :ref:`filters-contextual`).
    652 
    653 .. _log-record:
    654 
    655 LogRecord Objects
    656 -----------------
    657 
    658 :class:`LogRecord` instances are created automatically by the :class:`Logger`
    659 every time something is logged, and can be created manually via
    660 :func:`makeLogRecord` (for example, from a pickled event received over the
    661 wire).
    662 
    663 
    664 .. class:: LogRecord(name, level, pathname, lineno, msg, args, exc_info, func=None, sinfo=None)
    665 
    666    Contains all the information pertinent to the event being logged.
    667 
    668    The primary information is passed in :attr:`msg` and :attr:`args`, which
    669    are combined using ``msg % args`` to create the :attr:`message` field of the
    670    record.
    671 
    672    :param name:  The name of the logger used to log the event represented by
    673                  this LogRecord. Note that this name will always have this
    674                  value, even though it may be emitted by a handler attached to
    675                  a different (ancestor) logger.
    676    :param level: The numeric level of the logging event (one of DEBUG, INFO etc.)
    677                  Note that this is converted to *two* attributes of the LogRecord:
    678                  ``levelno`` for the numeric value and ``levelname`` for the
    679                  corresponding level name.
    680    :param pathname: The full pathname of the source file where the logging call
    681                     was made.
    682    :param lineno: The line number in the source file where the logging call was
    683                   made.
    684    :param msg: The event description message, possibly a format string with
    685                placeholders for variable data.
    686    :param args: Variable data to merge into the *msg* argument to obtain the
    687                 event description.
    688    :param exc_info: An exception tuple with the current exception information,
    689                     or ``None`` if no exception information is available.
    690    :param func: The name of the function or method from which the logging call
    691                 was invoked.
    692    :param sinfo: A text string representing stack information from the base of
    693                  the stack in the current thread, up to the logging call.
    694 
    695    .. method:: getMessage()
    696 
    697       Returns the message for this :class:`LogRecord` instance after merging any
    698       user-supplied arguments with the message. If the user-supplied message
    699       argument to the logging call is not a string, :func:`str` is called on it to
    700       convert it to a string. This allows use of user-defined classes as
    701       messages, whose ``__str__`` method can return the actual format string to
    702       be used.
    703 
    704    .. versionchanged:: 3.2
    705       The creation of a ``LogRecord`` has been made more configurable by
    706       providing a factory which is used to create the record. The factory can be
    707       set using :func:`getLogRecordFactory` and :func:`setLogRecordFactory`
    708       (see this for the factory's signature).
    709 
    710    This functionality can be used to inject your own values into a
    711    LogRecord at creation time. You can use the following pattern::
    712 
    713       old_factory = logging.getLogRecordFactory()
    714 
    715       def record_factory(*args, **kwargs):
    716           record = old_factory(*args, **kwargs)
    717           record.custom_attribute = 0xdecafbad
    718           return record
    719 
    720       logging.setLogRecordFactory(record_factory)
    721 
    722    With this pattern, multiple factories could be chained, and as long
    723    as they don't overwrite each other's attributes or unintentionally
    724    overwrite the standard attributes listed above, there should be no
    725    surprises.
    726 
    727 
    728 .. _logrecord-attributes:
    729 
    730 LogRecord attributes
    731 --------------------
    732 
    733 The LogRecord has a number of attributes, most of which are derived from the
    734 parameters to the constructor. (Note that the names do not always correspond
    735 exactly between the LogRecord constructor parameters and the LogRecord
    736 attributes.) These attributes can be used to merge data from the record into
    737 the format string. The following table lists (in alphabetical order) the
    738 attribute names, their meanings and the corresponding placeholder in a %-style
    739 format string.
    740 
    741 If you are using {}-formatting (:func:`str.format`), you can use
    742 ``{attrname}`` as the placeholder in the format string. If you are using
    743 $-formatting (:class:`string.Template`), use the form ``${attrname}``. In
    744 both cases, of course, replace ``attrname`` with the actual attribute name
    745 you want to use.
    746 
    747 In the case of {}-formatting, you can specify formatting flags by placing them
    748 after the attribute name, separated from it with a colon. For example: a
    749 placeholder of ``{msecs:03d}`` would format a millisecond value of ``4`` as
    750 ``004``. Refer to the :meth:`str.format` documentation for full details on
    751 the options available to you.
    752 
    753 +----------------+-------------------------+-----------------------------------------------+
    754 | Attribute name | Format                  | Description                                   |
    755 +================+=========================+===============================================+
    756 | args           | You shouldn't need to   | The tuple of arguments merged into ``msg`` to |
    757 |                | format this yourself.   | produce ``message``, or a dict whose values   |
    758 |                |                         | are used for the merge (when there is only one|
    759 |                |                         | argument, and it is a dictionary).            |
    760 +----------------+-------------------------+-----------------------------------------------+
    761 | asctime        | ``%(asctime)s``         | Human-readable time when the                  |
    762 |                |                         | :class:`LogRecord` was created.  By default   |
    763 |                |                         | this is of the form '2003-07-08 16:49:45,896' |
    764 |                |                         | (the numbers after the comma are millisecond  |
    765 |                |                         | portion of the time).                         |
    766 +----------------+-------------------------+-----------------------------------------------+
    767 | created        | ``%(created)f``         | Time when the :class:`LogRecord` was created  |
    768 |                |                         | (as returned by :func:`time.time`).           |
    769 +----------------+-------------------------+-----------------------------------------------+
    770 | exc_info       | You shouldn't need to   | Exception tuple ( la ``sys.exc_info``) or,   |
    771 |                | format this yourself.   | if no exception has occurred, ``None``.       |
    772 +----------------+-------------------------+-----------------------------------------------+
    773 | filename       | ``%(filename)s``        | Filename portion of ``pathname``.             |
    774 +----------------+-------------------------+-----------------------------------------------+
    775 | funcName       | ``%(funcName)s``        | Name of function containing the logging call. |
    776 +----------------+-------------------------+-----------------------------------------------+
    777 | levelname      | ``%(levelname)s``       | Text logging level for the message            |
    778 |                |                         | (``'DEBUG'``, ``'INFO'``, ``'WARNING'``,      |
    779 |                |                         | ``'ERROR'``, ``'CRITICAL'``).                 |
    780 +----------------+-------------------------+-----------------------------------------------+
    781 | levelno        | ``%(levelno)s``         | Numeric logging level for the message         |
    782 |                |                         | (:const:`DEBUG`, :const:`INFO`,               |
    783 |                |                         | :const:`WARNING`, :const:`ERROR`,             |
    784 |                |                         | :const:`CRITICAL`).                           |
    785 +----------------+-------------------------+-----------------------------------------------+
    786 | lineno         | ``%(lineno)d``          | Source line number where the logging call was |
    787 |                |                         | issued (if available).                        |
    788 +----------------+-------------------------+-----------------------------------------------+
    789 | message        | ``%(message)s``         | The logged message, computed as ``msg %       |
    790 |                |                         | args``. This is set when                      |
    791 |                |                         | :meth:`Formatter.format` is invoked.          |
    792 +----------------+-------------------------+-----------------------------------------------+
    793 | module         | ``%(module)s``          | Module (name portion of ``filename``).        |
    794 +----------------+-------------------------+-----------------------------------------------+
    795 | msecs          | ``%(msecs)d``           | Millisecond portion of the time when the      |
    796 |                |                         | :class:`LogRecord` was created.               |
    797 +----------------+-------------------------+-----------------------------------------------+
    798 | msg            | You shouldn't need to   | The format string passed in the original      |
    799 |                | format this yourself.   | logging call. Merged with ``args`` to         |
    800 |                |                         | produce ``message``, or an arbitrary object   |
    801 |                |                         | (see :ref:`arbitrary-object-messages`).       |
    802 +----------------+-------------------------+-----------------------------------------------+
    803 | name           | ``%(name)s``            | Name of the logger used to log the call.      |
    804 +----------------+-------------------------+-----------------------------------------------+
    805 | pathname       | ``%(pathname)s``        | Full pathname of the source file where the    |
    806 |                |                         | logging call was issued (if available).       |
    807 +----------------+-------------------------+-----------------------------------------------+
    808 | process        | ``%(process)d``         | Process ID (if available).                    |
    809 +----------------+-------------------------+-----------------------------------------------+
    810 | processName    | ``%(processName)s``     | Process name (if available).                  |
    811 +----------------+-------------------------+-----------------------------------------------+
    812 | relativeCreated| ``%(relativeCreated)d`` | Time in milliseconds when the LogRecord was   |
    813 |                |                         | created, relative to the time the logging     |
    814 |                |                         | module was loaded.                            |
    815 +----------------+-------------------------+-----------------------------------------------+
    816 | stack_info     | You shouldn't need to   | Stack frame information (where available)     |
    817 |                | format this yourself.   | from the bottom of the stack in the current   |
    818 |                |                         | thread, up to and including the stack frame   |
    819 |                |                         | of the logging call which resulted in the     |
    820 |                |                         | creation of this record.                      |
    821 +----------------+-------------------------+-----------------------------------------------+
    822 | thread         | ``%(thread)d``          | Thread ID (if available).                     |
    823 +----------------+-------------------------+-----------------------------------------------+
    824 | threadName     | ``%(threadName)s``      | Thread name (if available).                   |
    825 +----------------+-------------------------+-----------------------------------------------+
    826 
    827 .. versionchanged:: 3.1
    828    *processName* was added.
    829 
    830 
    831 .. _logger-adapter:
    832 
    833 LoggerAdapter Objects
    834 ---------------------
    835 
    836 :class:`LoggerAdapter` instances are used to conveniently pass contextual
    837 information into logging calls. For a usage example, see the section on
    838 :ref:`adding contextual information to your logging output <context-info>`.
    839 
    840 .. class:: LoggerAdapter(logger, extra)
    841 
    842    Returns an instance of :class:`LoggerAdapter` initialized with an
    843    underlying :class:`Logger` instance and a dict-like object.
    844 
    845    .. method:: process(msg, kwargs)
    846 
    847       Modifies the message and/or keyword arguments passed to a logging call in
    848       order to insert contextual information. This implementation takes the object
    849       passed as *extra* to the constructor and adds it to *kwargs* using key
    850       'extra'. The return value is a (*msg*, *kwargs*) tuple which has the
    851       (possibly modified) versions of the arguments passed in.
    852 
    853 In addition to the above, :class:`LoggerAdapter` supports the following
    854 methods of :class:`Logger`: :meth:`~Logger.debug`, :meth:`~Logger.info`,
    855 :meth:`~Logger.warning`, :meth:`~Logger.error`, :meth:`~Logger.exception`,
    856 :meth:`~Logger.critical`, :meth:`~Logger.log`, :meth:`~Logger.isEnabledFor`,
    857 :meth:`~Logger.getEffectiveLevel`, :meth:`~Logger.setLevel` and
    858 :meth:`~Logger.hasHandlers`. These methods have the same signatures as their
    859 counterparts in :class:`Logger`, so you can use the two types of instances
    860 interchangeably.
    861 
    862 .. versionchanged:: 3.2
    863    The :meth:`~Logger.isEnabledFor`, :meth:`~Logger.getEffectiveLevel`,
    864    :meth:`~Logger.setLevel` and :meth:`~Logger.hasHandlers` methods were added
    865    to :class:`LoggerAdapter`.  These methods delegate to the underlying logger.
    866 
    867 
    868 Thread Safety
    869 -------------
    870 
    871 The logging module is intended to be thread-safe without any special work
    872 needing to be done by its clients. It achieves this though using threading
    873 locks; there is one lock to serialize access to the module's shared data, and
    874 each handler also creates a lock to serialize access to its underlying I/O.
    875 
    876 If you are implementing asynchronous signal handlers using the :mod:`signal`
    877 module, you may not be able to use logging from within such handlers. This is
    878 because lock implementations in the :mod:`threading` module are not always
    879 re-entrant, and so cannot be invoked from such signal handlers.
    880 
    881 
    882 Module-Level Functions
    883 ----------------------
    884 
    885 In addition to the classes described above, there are a number of module-level
    886 functions.
    887 
    888 
    889 .. function:: getLogger(name=None)
    890 
    891    Return a logger with the specified name or, if name is ``None``, return a
    892    logger which is the root logger of the hierarchy. If specified, the name is
    893    typically a dot-separated hierarchical name like *'a'*, *'a.b'* or *'a.b.c.d'*.
    894    Choice of these names is entirely up to the developer who is using logging.
    895 
    896    All calls to this function with a given name return the same logger instance.
    897    This means that logger instances never need to be passed between different parts
    898    of an application.
    899 
    900 
    901 .. function:: getLoggerClass()
    902 
    903    Return either the standard :class:`Logger` class, or the last class passed to
    904    :func:`setLoggerClass`. This function may be called from within a new class
    905    definition, to ensure that installing a customized :class:`Logger` class will
    906    not undo customizations already applied by other code. For example::
    907 
    908       class MyLogger(logging.getLoggerClass()):
    909           # ... override behaviour here
    910 
    911 
    912 .. function:: getLogRecordFactory()
    913 
    914    Return a callable which is used to create a :class:`LogRecord`.
    915 
    916    .. versionadded:: 3.2
    917       This function has been provided, along with :func:`setLogRecordFactory`,
    918       to allow developers more control over how the :class:`LogRecord`
    919       representing a logging event is constructed.
    920 
    921    See :func:`setLogRecordFactory` for more information about the how the
    922    factory is called.
    923 
    924 .. function:: debug(msg, *args, **kwargs)
    925 
    926    Logs a message with level :const:`DEBUG` on the root logger. The *msg* is the
    927    message format string, and the *args* are the arguments which are merged into
    928    *msg* using the string formatting operator. (Note that this means that you can
    929    use keywords in the format string, together with a single dictionary argument.)
    930 
    931    There are three keyword arguments in *kwargs* which are inspected: *exc_info*
    932    which, if it does not evaluate as false, causes exception information to be
    933    added to the logging message. If an exception tuple (in the format returned by
    934    :func:`sys.exc_info`) or an exception instance is provided, it is used;
    935    otherwise, :func:`sys.exc_info` is called to get the exception information.
    936 
    937    The second optional keyword argument is *stack_info*, which defaults to
    938    ``False``. If true, stack information is added to the logging
    939    message, including the actual logging call. Note that this is not the same
    940    stack information as that displayed through specifying *exc_info*: The
    941    former is stack frames from the bottom of the stack up to the logging call
    942    in the current thread, whereas the latter is information about stack frames
    943    which have been unwound, following an exception, while searching for
    944    exception handlers.
    945 
    946    You can specify *stack_info* independently of *exc_info*, e.g. to just show
    947    how you got to a certain point in your code, even when no exceptions were
    948    raised. The stack frames are printed following a header line which says:
    949 
    950    .. code-block:: none
    951 
    952        Stack (most recent call last):
    953 
    954    This mimics the ``Traceback (most recent call last):`` which is used when
    955    displaying exception frames.
    956 
    957    The third optional keyword argument is *extra* which can be used to pass a
    958    dictionary which is used to populate the __dict__ of the LogRecord created for
    959    the logging event with user-defined attributes. These custom attributes can then
    960    be used as you like. For example, they could be incorporated into logged
    961    messages. For example::
    962 
    963       FORMAT = '%(asctime)-15s %(clientip)s %(user)-8s %(message)s'
    964       logging.basicConfig(format=FORMAT)
    965       d = {'clientip': '192.168.0.1', 'user': 'fbloggs'}
    966       logging.warning('Protocol problem: %s', 'connection reset', extra=d)
    967 
    968    would print something like:
    969 
    970    .. code-block:: none
    971 
    972       2006-02-08 22:20:02,165 192.168.0.1 fbloggs  Protocol problem: connection reset
    973 
    974    The keys in the dictionary passed in *extra* should not clash with the keys used
    975    by the logging system. (See the :class:`Formatter` documentation for more
    976    information on which keys are used by the logging system.)
    977 
    978    If you choose to use these attributes in logged messages, you need to exercise
    979    some care. In the above example, for instance, the :class:`Formatter` has been
    980    set up with a format string which expects 'clientip' and 'user' in the attribute
    981    dictionary of the LogRecord. If these are missing, the message will not be
    982    logged because a string formatting exception will occur. So in this case, you
    983    always need to pass the *extra* dictionary with these keys.
    984 
    985    While this might be annoying, this feature is intended for use in specialized
    986    circumstances, such as multi-threaded servers where the same code executes in
    987    many contexts, and interesting conditions which arise are dependent on this
    988    context (such as remote client IP address and authenticated user name, in the
    989    above example). In such circumstances, it is likely that specialized
    990    :class:`Formatter`\ s would be used with particular :class:`Handler`\ s.
    991 
    992    .. versionadded:: 3.2
    993       The *stack_info* parameter was added.
    994 
    995 .. function:: info(msg, *args, **kwargs)
    996 
    997    Logs a message with level :const:`INFO` on the root logger. The arguments are
    998    interpreted as for :func:`debug`.
    999 
   1000 
   1001 .. function:: warning(msg, *args, **kwargs)
   1002 
   1003    Logs a message with level :const:`WARNING` on the root logger. The arguments
   1004    are interpreted as for :func:`debug`.
   1005 
   1006    .. note:: There is an obsolete function ``warn`` which is functionally
   1007       identical to ``warning``. As ``warn`` is deprecated, please do not use
   1008       it - use ``warning`` instead.
   1009 
   1010 
   1011 .. function:: error(msg, *args, **kwargs)
   1012 
   1013    Logs a message with level :const:`ERROR` on the root logger. The arguments are
   1014    interpreted as for :func:`debug`.
   1015 
   1016 
   1017 .. function:: critical(msg, *args, **kwargs)
   1018 
   1019    Logs a message with level :const:`CRITICAL` on the root logger. The arguments
   1020    are interpreted as for :func:`debug`.
   1021 
   1022 
   1023 .. function:: exception(msg, *args, **kwargs)
   1024 
   1025    Logs a message with level :const:`ERROR` on the root logger. The arguments are
   1026    interpreted as for :func:`debug`. Exception info is added to the logging
   1027    message. This function should only be called from an exception handler.
   1028 
   1029 .. function:: log(level, msg, *args, **kwargs)
   1030 
   1031    Logs a message with level *level* on the root logger. The other arguments are
   1032    interpreted as for :func:`debug`.
   1033 
   1034    .. note:: The above module-level convenience functions, which delegate to the
   1035       root logger, call :func:`basicConfig` to ensure that at least one handler
   1036       is available. Because of this, they should *not* be used in threads,
   1037       in versions of Python earlier than 2.7.1 and 3.2, unless at least one
   1038       handler has been added to the root logger *before* the threads are
   1039       started. In earlier versions of Python, due to a thread safety shortcoming
   1040       in :func:`basicConfig`, this can (under rare circumstances) lead to
   1041       handlers being added multiple times to the root logger, which can in turn
   1042       lead to multiple messages for the same event.
   1043 
   1044 .. function:: disable(lvl=CRITICAL)
   1045 
   1046    Provides an overriding level *lvl* for all loggers which takes precedence over
   1047    the logger's own level. When the need arises to temporarily throttle logging
   1048    output down across the whole application, this function can be useful. Its
   1049    effect is to disable all logging calls of severity *lvl* and below, so that
   1050    if you call it with a value of INFO, then all INFO and DEBUG events would be
   1051    discarded, whereas those of severity WARNING and above would be processed
   1052    according to the logger's effective level. If
   1053    ``logging.disable(logging.NOTSET)`` is called, it effectively removes this
   1054    overriding level, so that logging output again depends on the effective
   1055    levels of individual loggers.
   1056 
   1057    Note that if you have defined any custom logging level higher than
   1058    ``CRITICAL`` (this is not recommended), you won't be able to rely on the
   1059    default value for the *lvl* parameter, but will have to explicitly supply a
   1060    suitable value.
   1061 
   1062    .. versionchanged:: 3.7
   1063       The *lvl* parameter was defaulted to level ``CRITICAL``. See Issue
   1064       #28524 for more information about this change.
   1065 
   1066 .. function:: addLevelName(lvl, levelName)
   1067 
   1068    Associates level *lvl* with text *levelName* in an internal dictionary, which is
   1069    used to map numeric levels to a textual representation, for example when a
   1070    :class:`Formatter` formats a message. This function can also be used to define
   1071    your own levels. The only constraints are that all levels used must be
   1072    registered using this function, levels should be positive integers and they
   1073    should increase in increasing order of severity.
   1074 
   1075    .. note:: If you are thinking of defining your own levels, please see the
   1076       section on :ref:`custom-levels`.
   1077 
   1078 .. function:: getLevelName(lvl)
   1079 
   1080    Returns the textual representation of logging level *lvl*. If the level is one
   1081    of the predefined levels :const:`CRITICAL`, :const:`ERROR`, :const:`WARNING`,
   1082    :const:`INFO` or :const:`DEBUG` then you get the corresponding string. If you
   1083    have associated levels with names using :func:`addLevelName` then the name you
   1084    have associated with *lvl* is returned. If a numeric value corresponding to one
   1085    of the defined levels is passed in, the corresponding string representation is
   1086    returned. Otherwise, the string 'Level %s' % lvl is returned.
   1087 
   1088    .. note:: Levels are internally integers (as they need to be compared in the
   1089       logging logic). This function is used to convert between an integer level
   1090       and the level name displayed in the formatted log output by means of the
   1091       ``%(levelname)s`` format specifier (see :ref:`logrecord-attributes`).
   1092 
   1093    .. versionchanged:: 3.4
   1094       In Python versions earlier than 3.4, this function could also be passed a
   1095       text level, and would return the corresponding numeric value of the level.
   1096       This undocumented behaviour was considered a mistake, and was removed in
   1097       Python 3.4, but reinstated in 3.4.2 due to retain backward compatibility.
   1098 
   1099 .. function:: makeLogRecord(attrdict)
   1100 
   1101    Creates and returns a new :class:`LogRecord` instance whose attributes are
   1102    defined by *attrdict*. This function is useful for taking a pickled
   1103    :class:`LogRecord` attribute dictionary, sent over a socket, and reconstituting
   1104    it as a :class:`LogRecord` instance at the receiving end.
   1105 
   1106 
   1107 .. function:: basicConfig(**kwargs)
   1108 
   1109    Does basic configuration for the logging system by creating a
   1110    :class:`StreamHandler` with a default :class:`Formatter` and adding it to the
   1111    root logger. The functions :func:`debug`, :func:`info`, :func:`warning`,
   1112    :func:`error` and :func:`critical` will call :func:`basicConfig` automatically
   1113    if no handlers are defined for the root logger.
   1114 
   1115    This function does nothing if the root logger already has handlers
   1116    configured for it.
   1117 
   1118    .. note:: This function should be called from the main thread
   1119       before other threads are started. In versions of Python prior to
   1120       2.7.1 and 3.2, if this function is called from multiple threads,
   1121       it is possible (in rare circumstances) that a handler will be added
   1122       to the root logger more than once, leading to unexpected results
   1123       such as messages being duplicated in the log.
   1124 
   1125    The following keyword arguments are supported.
   1126 
   1127    .. tabularcolumns:: |l|L|
   1128 
   1129    +--------------+---------------------------------------------+
   1130    | Format       | Description                                 |
   1131    +==============+=============================================+
   1132    | *filename*   | Specifies that a FileHandler be created,    |
   1133    |              | using the specified filename, rather than a |
   1134    |              | StreamHandler.                              |
   1135    +--------------+---------------------------------------------+
   1136    | *filemode*   | If *filename* is specified, open the file   |
   1137    |              | in this :ref:`mode <filemodes>`. Defaults   |
   1138    |              | to ``'a'``.                                 |
   1139    +--------------+---------------------------------------------+
   1140    | *format*     | Use the specified format string for the     |
   1141    |              | handler.                                    |
   1142    +--------------+---------------------------------------------+
   1143    | *datefmt*    | Use the specified date/time format, as      |
   1144    |              | accepted by :func:`time.strftime`.          |
   1145    +--------------+---------------------------------------------+
   1146    | *style*      | If *format* is specified, use this style    |
   1147    |              | for the format string. One of ``'%'``,      |
   1148    |              | ``'{'`` or ``'$'`` for :ref:`printf-style   |
   1149    |              | <old-string-formatting>`,                   |
   1150    |              | :meth:`str.format` or                       |
   1151    |              | :class:`string.Template` respectively.      |
   1152    |              | Defaults to ``'%'``.                        |
   1153    +--------------+---------------------------------------------+
   1154    | *level*      | Set the root logger level to the specified  |
   1155    |              | :ref:`level <levels>`.                      |
   1156    +--------------+---------------------------------------------+
   1157    | *stream*     | Use the specified stream to initialize the  |
   1158    |              | StreamHandler. Note that this argument is   |
   1159    |              | incompatible with *filename* - if both      |
   1160    |              | are present, a ``ValueError`` is raised.    |
   1161    +--------------+---------------------------------------------+
   1162    | *handlers*   | If specified, this should be an iterable of |
   1163    |              | already created handlers to add to the root |
   1164    |              | logger. Any handlers which don't already    |
   1165    |              | have a formatter set will be assigned the   |
   1166    |              | default formatter created in this function. |
   1167    |              | Note that this argument is incompatible     |
   1168    |              | with *filename* or *stream* - if both       |
   1169    |              | are present, a ``ValueError`` is raised.    |
   1170    +--------------+---------------------------------------------+
   1171 
   1172    .. versionchanged:: 3.2
   1173       The *style* argument was added.
   1174 
   1175    .. versionchanged:: 3.3
   1176       The *handlers* argument was added. Additional checks were added to
   1177       catch situations where incompatible arguments are specified (e.g.
   1178       *handlers* together with *stream* or *filename*, or *stream*
   1179       together with *filename*).
   1180 
   1181 .. function:: shutdown()
   1182 
   1183    Informs the logging system to perform an orderly shutdown by flushing and
   1184    closing all handlers. This should be called at application exit and no
   1185    further use of the logging system should be made after this call.
   1186 
   1187 
   1188 .. function:: setLoggerClass(klass)
   1189 
   1190    Tells the logging system to use the class *klass* when instantiating a logger.
   1191    The class should define :meth:`__init__` such that only a name argument is
   1192    required, and the :meth:`__init__` should call :meth:`Logger.__init__`. This
   1193    function is typically called before any loggers are instantiated by applications
   1194    which need to use custom logger behavior.
   1195 
   1196 
   1197 .. function:: setLogRecordFactory(factory)
   1198 
   1199    Set a callable which is used to create a :class:`LogRecord`.
   1200 
   1201    :param factory: The factory callable to be used to instantiate a log record.
   1202 
   1203    .. versionadded:: 3.2
   1204       This function has been provided, along with :func:`getLogRecordFactory`, to
   1205       allow developers more control over how the :class:`LogRecord` representing
   1206       a logging event is constructed.
   1207 
   1208    The factory has the following signature:
   1209 
   1210    ``factory(name, level, fn, lno, msg, args, exc_info, func=None, sinfo=None, **kwargs)``
   1211 
   1212       :name: The logger name.
   1213       :level: The logging level (numeric).
   1214       :fn: The full pathname of the file where the logging call was made.
   1215       :lno: The line number in the file where the logging call was made.
   1216       :msg: The logging message.
   1217       :args: The arguments for the logging message.
   1218       :exc_info: An exception tuple, or ``None``.
   1219       :func: The name of the function or method which invoked the logging
   1220              call.
   1221       :sinfo: A stack traceback such as is provided by
   1222               :func:`traceback.print_stack`, showing the call hierarchy.
   1223       :kwargs: Additional keyword arguments.
   1224 
   1225 
   1226 Module-Level Attributes
   1227 -----------------------
   1228 
   1229 .. attribute:: lastResort
   1230 
   1231    A "handler of last resort" is available through this attribute. This
   1232    is a :class:`StreamHandler` writing to ``sys.stderr`` with a level of
   1233    ``WARNING``, and is used to handle logging events in the absence of any
   1234    logging configuration. The end result is to just print the message to
   1235    ``sys.stderr``. This replaces the earlier error message saying that
   1236    "no handlers could be found for logger XYZ". If you need the earlier
   1237    behaviour for some reason, ``lastResort`` can be set to ``None``.
   1238 
   1239    .. versionadded:: 3.2
   1240 
   1241 Integration with the warnings module
   1242 ------------------------------------
   1243 
   1244 The :func:`captureWarnings` function can be used to integrate :mod:`logging`
   1245 with the :mod:`warnings` module.
   1246 
   1247 .. function:: captureWarnings(capture)
   1248 
   1249    This function is used to turn the capture of warnings by logging on and
   1250    off.
   1251 
   1252    If *capture* is ``True``, warnings issued by the :mod:`warnings` module will
   1253    be redirected to the logging system. Specifically, a warning will be
   1254    formatted using :func:`warnings.formatwarning` and the resulting string
   1255    logged to a logger named ``'py.warnings'`` with a severity of :const:`WARNING`.
   1256 
   1257    If *capture* is ``False``, the redirection of warnings to the logging system
   1258    will stop, and warnings will be redirected to their original destinations
   1259    (i.e. those in effect before ``captureWarnings(True)`` was called).
   1260 
   1261 
   1262 .. seealso::
   1263 
   1264    Module :mod:`logging.config`
   1265       Configuration API for the logging module.
   1266 
   1267    Module :mod:`logging.handlers`
   1268       Useful handlers included with the logging module.
   1269 
   1270    :pep:`282` - A Logging System
   1271       The proposal which described this feature for inclusion in the Python standard
   1272       library.
   1273 
   1274    `Original Python logging package <https://www.red-dove.com/python_logging.html>`_
   1275       This is the original source for the :mod:`logging` package.  The version of the
   1276       package available from this site is suitable for use with Python 1.5.2, 2.1.x
   1277       and 2.2.x, which do not include the :mod:`logging` package in the standard
   1278       library.
   1279