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.. _logging_chapter:
Logging
=======
:app:`Pyramid` allows you to make use of the Python standard library
:mod:`logging` module. This chapter describes how to configure logging and how
to send log messages to loggers that you've configured.
.. warning::
This chapter assumes you've used a :term:`scaffold` to create a project
which contains ``development.ini`` and ``production.ini`` files which help
configure logging. All of the scaffolds which ship with :app:`Pyramid` do
this. If you're not using a scaffold, or if you've used a third-party
scaffold which does not create these files, the configuration information in
this chapter may not be applicable.
.. index:
pair: settings; logging
pair: .ini; logging
pair: logging; configuration
.. _logging_config:
Logging Configuration
---------------------
A :app:`Pyramid` project created from a :term:`scaffold` is configured to allow
you to send messages to :mod:`Python standard library logging package
<logging>` loggers from within your application. In particular, the
:term:`PasteDeploy` ``development.ini`` and ``production.ini`` files created
when you use a scaffold include a basic configuration for the Python
:mod:`logging` package.
PasteDeploy ``.ini`` files use the Python standard library :mod:`ConfigParser
format <ConfigParser>`. This is the same format used as the Python
:ref:`logging module's Configuration file format <logging-config-fileformat>`.
The application-related and logging-related sections in the configuration file
can coexist peacefully, and the logging-related sections in the file are used
from when you run ``pserve``.
The ``pserve`` command calls the :func:`pyramid.paster.setup_logging` function,
a thin wrapper around the :func:`logging.config.fileConfig` using the specified
``.ini`` file, if it contains a ``[loggers]`` section (all of the
scaffold-generated ``.ini`` files do). ``setup_logging`` reads the logging
configuration from the ini file upon which ``pserve`` was invoked.
Default logging configuration is provided in both the default
``development.ini`` and the ``production.ini`` file. The logging configuration
in the ``development.ini`` file is as follows:
.. code-block:: ini
:linenos:
# Begin logging configuration
[loggers]
keys = root, {{package_logger}}
[handlers]
keys = console
[formatters]
keys = generic
[logger_root]
level = INFO
handlers = console
[logger_{{package_logger}}]
level = DEBUG
handlers =
qualname = {{package}}
[handler_console]
class = StreamHandler
args = (sys.stderr,)
level = NOTSET
formatter = generic
[formatter_generic]
format = %(asctime)s %(levelname)-5.5s [%(name)s][%(threadName)s] %(message)s
# End logging configuration
The ``production.ini`` file uses the ``WARN`` level in its logger
configuration, but it is otherwise identical.
The name ``{{package_logger}}`` above will be replaced with the name of your
project's :term:`package`, which is derived from the name you provide to your
project. For instance, if you do:
.. code-block:: text
:linenos:
pcreate -s starter MyApp
The logging configuration will literally be:
.. code-block:: ini
:linenos:
# Begin logging configuration
[loggers]
keys = root, myapp
[handlers]
keys = console
[formatters]
keys = generic
[logger_root]
level = INFO
handlers = console
[logger_myapp]
level = DEBUG
handlers =
qualname = myapp
[handler_console]
class = StreamHandler
args = (sys.stderr,)
level = NOTSET
formatter = generic
[formatter_generic]
format = %(asctime)s %(levelname)-5.5s [%(name)s][%(threadName)s] %(message)s
# End logging configuration
In this logging configuration:
- a logger named ``root`` is created that logs messages at a level above or
equal to the ``INFO`` level to stderr, with the following format:
.. code-block:: text
2007-08-17 15:04:08,704 INFO [packagename] Loading resource, id: 86
- a logger named ``myapp`` is configured that logs messages sent at a level
above or equal to ``DEBUG`` to stderr in the same format as the root logger.
The ``root`` logger will be used by all applications in the Pyramid process
that ask for a logger (via ``logging.getLogger``) that has a name which begins
with anything except your project's package name (e.g., ``myapp``). The logger
with the same name as your package name is reserved for your own usage in your
:app:`Pyramid` application. Its existence means that you can log to a known
logging location from any :app:`Pyramid` application generated via a scaffold.
:app:`Pyramid` and many other libraries (such as Beaker, SQLAlchemy, Paste) log
a number of messages to the root logger for debugging purposes. Switching the
root logger level to ``DEBUG`` reveals them:
.. code-block:: ini
[logger_root]
#level = INFO
level = DEBUG
handlers = console
Some scaffolds configure additional loggers for additional subsystems they use
(such as SQLALchemy). Take a look at the ``production.ini`` and
``development.ini`` files rendered when you create a project from a scaffold.
Sending Logging Messages
------------------------
Python's special ``__name__`` variable refers to the current module's fully
qualified name. From any module in a package named ``myapp``, the ``__name__``
builtin variable will always be something like ``myapp``, or
``myapp.subpackage`` or ``myapp.package.subpackage`` if your project is named
``myapp``. Sending a message to this logger will send it to the ``myapp``
logger.
To log messages to the package-specific logger configured in your ``.ini``
file, simply create a logger object using the ``__name__`` builtin and call
methods on it.
.. code-block:: python
:linenos:
import logging
log = logging.getLogger(__name__)
def myview(request):
content_type = 'text/plain'
content = 'Hello World!'
log.debug('Returning: %s (content-type: %s)', content, content_type)
request.response.content_type = content_type
return request.response
This will result in the following printed to the console, on ``stderr``:
.. code-block:: text
16:20:20,440 DEBUG [myapp.views] Returning: Hello World!
(content-type: text/plain)
Filtering log messages
----------------------
Often there's too much log output to sift through, such as when switching the
root logger's level to ``DEBUG``.
For example, you're diagnosing database connection issues in your application
and only want to see SQLAlchemy's ``DEBUG`` messages in relation to database
connection pooling. You can leave the root logger's level at the less verbose
``INFO`` level and set that particular SQLAlchemy logger to ``DEBUG`` on its
own, apart from the root logger:
.. code-block:: ini
[logger_sqlalchemy.pool]
level = DEBUG
handlers =
qualname = sqlalchemy.pool
then add it to the list of loggers:
.. code-block:: ini
[loggers]
keys = root, myapp, sqlalchemy.pool
No handlers need to be configured for this logger as by default non-root
loggers will propagate their log records up to their parent logger's handlers.
The root logger is the top level parent of all loggers.
This technique is used in the default ``development.ini``. The root logger's
level is set to ``INFO``, whereas the application's log level is set to
``DEBUG``:
.. code-block:: ini
# Begin logging configuration
[loggers]
keys = root, myapp
[logger_myapp]
level = DEBUG
handlers =
qualname = myapp
All of the child loggers of the ``myapp`` logger will inherit the ``DEBUG``
level unless they're explicitly set differently. Meaning the ``myapp.views``,
``myapp.models``, and all your app's modules' loggers by default have an
effective level of ``DEBUG`` too.
For more advanced filtering, the logging module provides a
:class:`logging.Filter` object; however it cannot be used directly from the
configuration file.
Advanced Configuration
----------------------
To capture log output to a separate file, use :class:`logging.FileHandler` (or
:class:`logging.handlers.RotatingFileHandler`):
.. code-block:: ini
[handler_filelog]
class = FileHandler
args = ('%(here)s/myapp.log','a')
level = INFO
formatter = generic
Before it's recognized, it needs to be added to the list of handlers:
.. code-block:: ini
[handlers]
keys = console, myapp, filelog
and finally utilized by a logger.
.. code-block:: ini
[logger_root]
level = INFO
handlers = console, filelog
These final three lines of configuration direct all of the root logger's output
to the ``myapp.log`` as well as the console.
Logging Exceptions
------------------
To log or email exceptions generated by your :app:`Pyramid` application, use
the :term:`pyramid_exclog` package. Details about its configuration are in its
`documentation
<http://docs.pylonsproject.org/projects/pyramid_exclog/en/latest/>`_.
.. index::
single: TransLogger
single: middleware; TransLogger
pair: configuration; middleware
single: settings; middleware
pair: .ini; middleware
.. _request_logging_with_pastes_translogger:
Request Logging with Paste's TransLogger
----------------------------------------
The :term:`WSGI` design is modular. Waitress logs error conditions, debugging
output, etc., but not web traffic. For web traffic logging, Paste provides the
`TransLogger <http://pythonpaste.org/modules/translogger.html>`_
:term:`middleware`. TransLogger produces logs in the `Apache Combined Log
Format <http://httpd.apache.org/docs/2.2/logs.html#combined>`_. But
TransLogger does not write to files; the Python logging system must be
configured to do this. The Python :class:`logging.FileHandler` logging handler
can be used alongside TransLogger to create an ``access.log`` file similar to
Apache's.
Like any standard :term:`middleware` with a Paste entry point, TransLogger can
be configured to wrap your application using ``.ini`` file syntax. First
rename your Pyramid ``.ini`` file's ``[app:main]`` section to
``[app:mypyramidapp]``, then add a ``[filter:translogger]`` section, then use a
``[pipeline:main]`` section file to form a WSGI pipeline with both the
translogger and your application in it. For instance, change from this:
.. code-block:: ini
[app:main]
use = egg:MyProject
To this:
.. code-block:: ini
[app:mypyramidapp]
use = egg:MyProject
[filter:translogger]
use = egg:Paste#translogger
setup_console_handler = False
[pipeline:main]
pipeline = translogger
mypyramidapp
Using PasteDeploy this way to form and serve a pipeline is equivalent to
wrapping your app in a TransLogger instance via the bottom of the ``main``
function of your project's ``__init__`` file:
.. code-block:: python
...
app = config.make_wsgi_app()
from paste.translogger import TransLogger
app = TransLogger(app, setup_console_handler=False)
return app
.. note::
TransLogger will automatically setup a logging handler to the console when
called with no arguments, so it "just works" in environments that don't
configure logging. Since our logging handlers are configured, we disable
the automation via ``setup_console_handler = False``.
With the filter in place, TransLogger's logger (named the ``wsgi`` logger) will
propagate its log messages to the parent logger (the root logger), sending its
output to the console when we request a page:
.. code-block:: text
00:50:53,694 INFO [myapp.views] Returning: Hello World!
(content-type: text/plain)
00:50:53,695 INFO [wsgi] 192.168.1.111 - - [11/Aug/2011:20:09:33 -0700] "GET /hello
HTTP/1.1" 404 - "-"
"Mozilla/5.0 (Macintosh; U; Intel Mac OS X; en-US; rv:1.8.1.6) Gecko/20070725
Firefox/2.0.0.6"
To direct TransLogger to an ``access.log`` FileHandler, we need the following
to add a FileHandler (named ``accesslog``) to the list of handlers, and ensure
that the ``wsgi`` logger is configured and uses this handler accordingly:
.. code-block:: ini
# Begin logging configuration
[loggers]
keys = root, myapp, wsgi
[handlers]
keys = console, accesslog
[logger_wsgi]
level = INFO
handlers = accesslog
qualname = wsgi
propagate = 0
[handler_accesslog]
class = FileHandler
args = ('%(here)s/access.log','a')
level = INFO
formatter = generic
As mentioned above, non-root loggers by default propagate their log records to
the root logger's handlers (currently the console handler). Setting
``propagate`` to ``0`` (``False``) here disables this; so the ``wsgi`` logger
directs its records only to the ``accesslog`` handler.
Finally, there's no need to use the ``generic`` formatter with TransLogger as
TransLogger itself provides all the information we need. We'll use a formatter
that passes through the log messages as is. Add a new formatter called
``accesslog`` by including the following in your configuration file:
.. code-block:: ini
[formatters]
keys = generic, accesslog
[formatter_accesslog]
format = %(message)s
Finally alter the existing configuration to wire this new ``accesslog``
formatter into the FileHandler:
.. code-block:: ini
[handler_accesslog]
class = FileHandler
args = ('%(here)s/access.log','a')
level = INFO
formatter = accesslog