|
| 1 | +Logging |
| 2 | +======= |
| 3 | + |
| 4 | +The :mod:`logging` module has been a part of Python's Standard Library since |
| 5 | +version 2.3. It is succinctly described in :pep:`282`. The documentation |
| 6 | +is notoriously hard to read, except for the `basic logging tutorial`_, |
| 7 | +and often less useful than simply reading the source code. |
| 8 | + |
| 9 | +Logging serves two purposes: |
| 10 | + |
| 11 | +- **Diagnostic logging** records events related to the application's |
| 12 | + operation. If a user calls in to report an error, for example, the logs |
| 13 | + can be searched for context. |
| 14 | +- **Audit logging** records events for business analysis. A user's |
| 15 | + transactions can be extracted and combined with other user details for |
| 16 | + reports or to optimize a business goal. |
| 17 | + |
| 18 | + |
| 19 | +... or Print Statements? |
| 20 | +------------------------ |
| 21 | + |
| 22 | +The only time that ``print`` is a better option than logging is when |
| 23 | +the goal is to display a help statement for a command line application. |
| 24 | +Other reasons why logging is better than ``print``: |
| 25 | + |
| 26 | +- The `log record`_, which is created with every logging event, contains |
| 27 | + readily available diagnostic information such as the file name, |
| 28 | + full path, function, and line number of the logging event. |
| 29 | +- Events logged in included modules are automatically accessible via the |
| 30 | + root logger |
| 31 | + to your application's logging stream, unless you filter them out. |
| 32 | +- Logging can be selectively silenced or disabled by using the method |
| 33 | + :meth:`logging.Logger.setLevel` or setting the attribute |
| 34 | + :attr:`logging.Logger.disabled` to ``True``. |
| 35 | + |
| 36 | + |
| 37 | +Logging in a Library |
| 38 | +-------------------- |
| 39 | + |
| 40 | +Notes for `configuring logging for a library`_ are in the |
| 41 | +`basic logging tutorial`_. Because the *user*, not the library, should |
| 42 | +dictate what happens when a logging event occurs, One admonition bears |
| 43 | +repeating: |
| 44 | + |
| 45 | +.. note:: |
| 46 | + It is strongly advised that you do not add any handlers other than |
| 47 | + NullHandler to your library’s loggers. |
| 48 | + |
| 49 | + |
| 50 | +Best practice when instantiating loggers in a library is to only create them |
| 51 | +using the ``__name__`` global variable: the :mod:`logging` module creates a |
| 52 | +hierarchy of loggers using dot notation, so using ``__name__`` ensures |
| 53 | +no name collisions. |
| 54 | + |
| 55 | +Here is an example of best practice from the `requests source`_ -- place |
| 56 | +this in your ``__init__.py`` |
| 57 | + |
| 58 | +.. code-block:: python |
| 59 | +
|
| 60 | + # Set default logging handler to avoid "No handler found" warnings. |
| 61 | + import logging |
| 62 | + try: # Python 2.7+ |
| 63 | + from logging import NullHandler |
| 64 | + except ImportError: |
| 65 | + class NullHandler(logging.Handler): |
| 66 | + def emit(self, record): |
| 67 | + pass |
| 68 | +
|
| 69 | + logging.getLogger(__name__).addHandler(NullHandler()) |
| 70 | +
|
| 71 | +
|
| 72 | +
|
| 73 | +Logging in an Application |
| 74 | +------------------------- |
| 75 | + |
| 76 | +The `twelve factor app's <http://12factor.net>`_, an authoritative reference |
| 77 | +for good practice in application development, contains a section on |
| 78 | +`logging best practice <http://12factor.net/logs>`_. It emphatically |
| 79 | +advocates for treating log events as an event stream, and for |
| 80 | +sending that event stream to standard output to be handled by the |
| 81 | +application environment. Do that. |
| 82 | + |
| 83 | + |
| 84 | +There are at least three ways to configure a logger: |
| 85 | + |
| 86 | +- using a file (recommended) |
| 87 | +- using a dictionary |
| 88 | +- using code |
| 89 | + |
| 90 | +Here is how with a file -- let us say it is named ``logging_config.txt``: |
| 91 | + |
| 92 | +.. code-block:: none |
| 93 | +
|
| 94 | + [loggers] |
| 95 | + keys=root |
| 96 | + |
| 97 | + [handlers] |
| 98 | + keys=stream_handler |
| 99 | + |
| 100 | + [formatters] |
| 101 | + keys=formatter |
| 102 | + |
| 103 | + [logger_root] |
| 104 | + level=DEBUG |
| 105 | + handlers=stream_handler |
| 106 | + |
| 107 | + [handler_stream_handler] |
| 108 | + class=StreamHandler |
| 109 | + level=DEBUG |
| 110 | + formatter=formatter |
| 111 | + args=(sys.stderr,) |
| 112 | + |
| 113 | + [formatter_formatter] |
| 114 | + format=%(asctime)s %(name)-12s %(levelname)-8s %(message)s |
| 115 | +
|
| 116 | +
|
| 117 | +Then use :meth:`logging.config.fileConfig` in the code: |
| 118 | + |
| 119 | +.. code-block:: python |
| 120 | +
|
| 121 | + import logging |
| 122 | + from logging.config import fileConfig |
| 123 | +
|
| 124 | + fileConfig('logging_config.txt') |
| 125 | + logger = logging.getLogger() |
| 126 | + logger.debug('often makes a very good meal of %s', 'visiting tourists') |
| 127 | + |
| 128 | +
|
| 129 | +.. |
| 130 | + As of Python 2.7, you can use a dictionary with configuration details: |
| 131 | + |
| 132 | + .. code-block:: python |
| 133 | + |
| 134 | + import logging |
| 135 | + from logging.config import dictConfig |
| 136 | + |
| 137 | + logging_config = dict( |
| 138 | + version = 1, |
| 139 | + formatters = { |
| 140 | + 'f': {'format': |
| 141 | + '%(asctime)s %(name)-12s %(levelname)-8s %(message)s'} |
| 142 | + }, |
| 143 | + handlers = { |
| 144 | + 'h': {'class': 'logging.StreamHandler', |
| 145 | + 'formatter': 'f', |
| 146 | + 'level': logging.DEBUG} |
| 147 | + }, |
| 148 | + loggers = { |
| 149 | + root : {'handlers': ['h'], |
| 150 | + 'level': logging.DEBUG} |
| 151 | + } |
| 152 | + ) |
| 153 | + |
| 154 | + dictConfig(logging_config) |
| 155 | + |
| 156 | + logger = logging.getLogger() |
| 157 | + logger.debug('often makes a very good meal of %s', 'visiting tourists') |
| 158 | + |
| 159 | + |
| 160 | + Or instantiate the logger directly in code: |
| 161 | + |
| 162 | + .. code-block:: python |
| 163 | + |
| 164 | + import logging |
| 165 | + |
| 166 | + logger = logging.getLogger() |
| 167 | + handler = logging.StreamHandler() |
| 168 | + formatter = logging.Formatter( |
| 169 | + '%(asctime)s %(name)-12s %(levelname)-8s %(message)s') |
| 170 | + handler.setFormatter(formatter) |
| 171 | + logger.addHandler(handler) |
| 172 | + logger.setLevel(logging.DEBUG) |
| 173 | + |
| 174 | + logger.debug('often makes a very good meal of %s', 'visiting tourists') |
| 175 | +
|
| 176 | + |
| 177 | +.. _basic logging tutorial: http://docs.python.org/howto/logging.html#logging-basic-tutorial |
| 178 | +.. _configuring logging for a library: https://docs.python.org/howto/logging.html#configuring-logging-for-a-library |
| 179 | +.. _log record: https://docs.python.org/library/logging.html#logrecord-attributes |
| 180 | +.. _requests source: https://github.com/kennethreitz/requests |
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