1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
|
:mod:`warnings` --- Warning control
===================================
.. index:: single: warnings
.. module:: warnings
:synopsis: Issue warning messages and control their disposition.
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.
Python programmers issue warnings by calling the :func:`warn` function defined
in this module. (C programmers use :cfunc:`PyErr_WarnEx`; see
:ref:`exceptionhandling` for details).
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.
.. _warning-categories:
Warning Categories
------------------
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:
+----------------------------------+-----------------------------------------------+
| Class | Description |
+==================================+===============================================+
| :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. |
+----------------------------------+-----------------------------------------------+
| :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`. |
+----------------------------------+-----------------------------------------------+
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.
.. _warning-filter:
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:
+---------------+----------------------------------------------+
| Value | Disposition |
+===============+==============================================+
| ``"error"`` | turn matching warnings into exceptions |
+---------------+----------------------------------------------+
| ``"ignore"`` | never print matching warnings |
+---------------+----------------------------------------------+
| ``"always"`` | always print matching warnings |
+---------------+----------------------------------------------+
| ``"default"`` | print the first occurrence of matching |
| | warnings for each location where the warning |
| | is issued |
+---------------+----------------------------------------------+
| ``"module"`` | print the first occurrence of matching |
| | warnings for each module where the warning |
| | is issued |
+---------------+----------------------------------------------+
| ``"once"`` | 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
Since the :exc:`Warning` class is derived from the built-in :exc:`Exception`
class, to turn a warning into an error we simply raise ``category(message)``.
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``).
The warnings that are ignored by default may be enabled by passing :option:`-Wd`
to the interpreter. This enables default handling for all warnings, including
those that are normally ignored by default. This is particular useful for
enabling ImportWarning when debugging problems importing a developed package.
ImportWarning can also be enabled explicitly in Python code using::
warnings.simplefilter('default', ImportWarning)
.. _warning-suppress:
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.
.. _warning-testing:
Testing Warnings
----------------
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.
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).
.. _warning-functions:
Available Functions
-------------------
.. function:: warn(message[, category[, stacklevel]])
Issue a warning, or maybe ignore it or raise an exception. The *category*
argument, if given, must be a warning category class (see above); it defaults to
:exc:`UserWarning`. Alternatively *message* can be a :exc:`Warning` instance,
in which case *category* will be ignored and ``message.__class__`` will be used.
In this case the message text will be ``str(message)``. This function raises an
exception if the particular warning issued is changed into an error by the
warnings filter see above. The *stacklevel* argument can be used by wrapper
functions written in Python, like this::
def deprecation(message):
warnings.warn(message, DeprecationWarning, stacklevel=2)
This makes the warning refer to :func:`deprecation`'s caller, rather than to the
source of :func:`deprecation` itself (since the latter would defeat the purpose
of the warning message).
.. function:: warn_explicit(message, category, filename, lineno[, module[, registry[, module_globals]]])
This is a low-level interface to the functionality of :func:`warn`, passing in
explicitly the message, category, filename and line number, and optionally the
module name and the registry (which should be the ``__warningregistry__``
dictionary of the module). The module name defaults to the filename with
``.py`` stripped; if no registry is passed, the warning is never suppressed.
*message* must be a string and *category* a subclass of :exc:`Warning` or
*message* may be a :exc:`Warning` instance, in which case *category* will be
ignored.
*module_globals*, if supplied, should be the global namespace in use by the code
for which the warning is issued. (This argument is used to support displaying
source for modules found in zipfiles or other non-filesystem import
sources).
.. function:: showwarning(message, category, filename, lineno[, file[, line]])
Write a warning to a file. The default implementation calls
``formatwarning(message, category, filename, lineno, line)`` and writes the
resulting string to *file*, which defaults to ``sys.stderr``. You may replace
this function with an alternative implementation by assigning to
``warnings.showwarning``.
*line* is a line of source code to be included in the warning
message; if *line* is not supplied, :func:`showwarning` will
try to read the line specified by *filename* and *lineno*.
.. function:: formatwarning(message, category, filename, lineno[, line])
Format a warning the standard way. This returns a string which may contain
embedded newlines and ends in a newline. *line* is
a line of source code to be included in the warning message; if *line* is not supplied,
:func:`formatwarning` will try to read the line specified by *filename* and *lineno*.
.. function:: filterwarnings(action[, message[, category[, module[, lineno[, append]]]]])
Insert an entry into the list of warnings filters. The entry is inserted at the
front by default; if *append* is true, it is inserted at the end. This checks
the types of the arguments, compiles the message and module regular expressions,
and inserts them as a tuple in the list of warnings filters. Entries closer to
the front of the list override entries later in the list, if both match a
particular warning. Omitted arguments default to a value that matches
everything.
.. function:: simplefilter(action[, category[, lineno[, append]]])
Insert a simple entry into the list of warnings filters. The meaning of the
function parameters is as for :func:`filterwarnings`, but regular expressions
are not needed as the filter inserted always matches any message in any module
as long as the category and line number match.
.. function:: resetwarnings()
Reset the warnings filter. This discards the effect of all previous calls to
:func:`filterwarnings`, including that of the :option:`-W` command line options
and calls to :func:`simplefilter`.
Available Context Managers
--------------------------
.. class:: catch_warnings([\*, record=False, module=None])
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.
|