:mod:`warnings` --- Warning control
Source code: :source:`Lib/warnings.py`
Warning messages are typically issued in situations where it is useful to alert the user of some condition in a program, where that condition (normally) doesn't warrant raising an exception and terminating the program. For example, one might want to issue a warning when a program uses an obsolete module.
Warning messages are normally written to sys.stderr, but their disposition can be changed flexibly, from ignoring all warnings to turning them into exceptions. The disposition of warnings can vary based on the warning category (see below), the text of the warning message, and the source location where it is issued. Repetitions of a particular warning for the same source location are typically suppressed.
There are two stages in warning control: first, each time a warning is issued, a determination is made whether a message should be issued or not; next, if a message is to be issued, it is formatted and printed using a user-settable hook.
The determination whether to issue a warning message is controlled by the warning filter, which is a sequence of matching rules and actions. Rules can be added to the filter by calling :func:`filterwarnings` and reset to its default state by calling :func:`resetwarnings`.
The printing of warning messages is done by calling :func:`showwarning`, which may be overridden; the default implementation of this function formats the message by calling :func:`formatwarning`, which is also available for use by custom implementations.
There are a number of built-in exceptions that represent warning categories. This categorization is useful to be able to filter out groups of warnings. The following warnings category classes are currently defined:
|:exc:`Warning`||This is the base class of all warning category classes. It is a subclass of :exc:`Exception`.|
|:exc:`UserWarning`||The default category for :func:`warn`.|
|:exc:`DeprecationWarning`||Base category for warnings about deprecated features (ignored by default).|
|:exc:`SyntaxWarning`||Base category for warnings about dubious syntactic features.|
|:exc:`RuntimeWarning`||Base category for warnings about dubious runtime features.|
|:exc:`FutureWarning`||Base category for warnings about constructs that will change semantically in the future.|
|:exc:`PendingDeprecationWarning`||Base category for warnings about features that will be deprecated in the future (ignored by default).|
|:exc:`ImportWarning`||Base category for warnings triggered during the process of importing a module (ignored by default).|
|:exc:`UnicodeWarning`||Base category for warnings related to Unicode.|
|:exc:`BytesWarning`||Base category for warnings related to :class:`bytes` and :class:`buffer`.|
|:exc:`ResourceWarning`||Base category for warnings related to resource usage.|
While these are technically built-in exceptions, they are documented here, because conceptually they belong to the warnings mechanism.
User code can define additional warning categories by subclassing one of the standard warning categories. A warning category must always be a subclass of the :exc:`Warning` class.
The Warnings Filter
The warnings filter controls whether warnings are ignored, displayed, or turned into errors (raising an exception).
Conceptually, the warnings filter maintains an ordered list of filter specifications; any specific warning is matched against each filter specification in the list in turn until a match is found; the match determines the disposition of the match. Each entry is a tuple of the form (action, message, category, module, lineno), where:
action is one of the following strings:
turn matching warnings into exceptions
never print matching warnings
always print matching warnings
print the first occurrence of matching warnings for each location where the warning is issued
print the first occurrence of matching warnings for each module where the warning is issued
print only the first occurrence of matching warnings, regardless of location
message is a string containing a regular expression that the warning message must match (the match is compiled to always be case-insensitive).
category is a class (a subclass of :exc:`Warning`) of which the warning category must be a subclass in order to match.
module is a string containing a regular expression that the module name must match (the match is compiled to be case-sensitive).
lineno is an integer that the line number where the warning occurred must match, or 0 to match all line numbers.
The warnings filter is initialized by :option:`-W` options passed to the Python interpreter command line. The interpreter saves the arguments for all :option:`-W` options without interpretation in sys.warnoptions; the :mod:`warnings` module parses these when it is first imported (invalid options are ignored, after printing a message to sys.stderr).
Default Warning Filters
- :exc:`DeprecationWarning` and :exc:`PendingDeprecationWarning`, and :exc:`ImportWarning` are ignored.
- :exc:`BytesWarning` is ignored unless the :option:`-b` option is given once or twice; in this case this warning is either printed (-b) or turned into an exception (-bb).
- :exc:`ResourceWarning` is ignored unless Python was built in debug mode.
Temporarily Suppressing Warnings
If you are using code that you know will raise a warning, such as a deprecated function, but do not want to see the warning, then it is possible to suppress the warning using the :class:`catch_warnings` context manager:
import warnings def fxn(): warnings.warn("deprecated", DeprecationWarning) with warnings.catch_warnings(): warnings.simplefilter("ignore") fxn()
While within the context manager all warnings will simply be ignored. This allows you to use known-deprecated code without having to see the warning while not suppressing the warning for other code that might not be aware of its use of deprecated code. Note: this can only be guaranteed in a single-threaded application. If two or more threads use the :class:`catch_warnings` context manager at the same time, the behavior is undefined.
To test warnings raised by code, use the :class:`catch_warnings` context manager. With it you can temporarily mutate the warnings filter to facilitate your testing. For instance, do the following to capture all raised warnings to check:
import warnings def fxn(): warnings.warn("deprecated", DeprecationWarning) with warnings.catch_warnings(record=True) as w: # Cause all warnings to always be triggered. warnings.simplefilter("always") # Trigger a warning. fxn() # Verify some things assert len(w) == 1 assert issubclass(w[-1].category, DeprecationWarning) assert "deprecated" in str(w[-1].message)
One can also cause all warnings to be exceptions by using error instead of always. One thing to be aware of is that if a warning has already been raised because of a once/default rule, then no matter what filters are set the warning will not be seen again unless the warnings registry related to the warning has been cleared.
Once the context manager exits, the warnings filter is restored to its state when the context was entered. This prevents tests from changing the warnings filter in unexpected ways between tests and leading to indeterminate test results. The :func:`showwarning` function in the module is also restored to its original value. Note: this can only be guaranteed in a single-threaded application. If two or more threads use the :class:`catch_warnings` context manager at the same time, the behavior is undefined.
When testing multiple operations that raise the same kind of warning, it is important to test them in a manner that confirms each operation is raising a new warning (e.g. set warnings to be raised as exceptions and check the operations raise exceptions, check that the length of the warning list continues to increase after each operation, or else delete the previous entries from the warnings list before each new operation).
Updating Code For New Versions of Python
Warnings that are only of interest to the developer are ignored by default. As such you should make sure to test your code with typically ignored warnings made visible. You can do this from the command-line by passing :option:`-Wd` to the interpreter (this is shorthand for :option:`-W default`). This enables default handling for all warnings, including those that are ignored by default. To change what action is taken for encountered warnings you simply change what argument is passed to :option:`-W`, e.g. :option:`-W error`. See the :option:`-W` flag for more details on what is possible.
To programmatically do the same as :option:`-Wd`, use:
Make sure to execute this code as soon as possible. This prevents the registering of what warnings have been raised from unexpectedly influencing how future warnings are treated.
Having certain warnings ignored by default is done to prevent a user from seeing warnings that are only of interest to the developer. As you do not necessarily have control over what interpreter a user uses to run their code, it is possible that a new version of Python will be released between your release cycles. The new interpreter release could trigger new warnings in your code that were not there in an older interpreter, e.g. :exc:`DeprecationWarning` for a module that you are using. While you as a developer want to be notified that your code is using a deprecated module, to a user this information is essentially noise and provides no benefit to them.
The :mod:`unittest` module has been also updated to use the 'default' filter while running tests.
Available Context Managers
A context manager that copies and, upon exit, restores the warnings filter and the :func:`showwarning` function. If the record argument is :const:`False` (the default) the context manager returns :class:`None` on entry. If record is :const:`True`, a list is returned that is progressively populated with objects as seen by a custom :func:`showwarning` function (which also suppresses output to sys.stdout). Each object in the list has attributes with the same names as the arguments to :func:`showwarning`.
The module argument takes a module that will be used instead of the module returned when you import :mod:`warnings` whose filter will be protected. This argument exists primarily for testing the :mod:`warnings` module itself.