Warning Functions In the above program warnings are displayed using the warn() function of warning module. filterwarnings(action, message=”, category=Warning, module=”, lineno=0, append=False): This function adds an entry into the specifications of the warnings filter. # of the warnings filter.
Catching Exceptions in Python In Python, exceptions can be handled using a try statement. The critical operation which can raise an exception is placed inside the try clause. The code that handles the exceptions is written in the except clause.
The try and except block in Python is used to catch and handle exceptions. Python executes code following the try statement as a “normal” part of the program. The code that follows the except statement is the program's response to any exceptions in the preceding try clause.
The warnings module was introduced in PEP 230 as a way to warn programmers about changes in language or library features in anticipation of backwards incompatible changes coming with Python 3.0. Since warnings are not fatal, a program may encounter the same warn-able situation many times in the course of running.
To handle warnings as errors simply use this:
import warnings
warnings.filterwarnings("error")
After this you will be able to catch warnings same as errors, e.g. this will work:
try:
some_heavy_calculations()
except RuntimeWarning:
import ipdb; ipdb.set_trace()
P.S. Added this answer because the best answer in comments contains misspelling: filterwarnigns
instead of filterwarnings
.
To quote from the python handbook (27.6.4. Testing Warnings):
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)
If you just want your script to fail on warnings you can invoke python
with the -W
argument:
python -W error foobar.py
Here's a variation that makes it clearer how to work with only your custom warnings.
import warnings
with warnings.catch_warnings(record=True) as w:
# Cause all warnings to always be triggered.
warnings.simplefilter("always")
# Call some code that triggers a custom warning.
functionThatRaisesWarning()
# ignore any non-custom warnings that may be in the list
w = filter(lambda i: issubclass(i.category, UserWarning), w)
if len(w):
# do something with the first warning
email_admins(w[0].message)
In some cases, you need use ctypes to turn warnings into errors. For example:
str(b'test') # no error
import warnings
warnings.simplefilter('error', BytesWarning)
str(b'test') # still no error
import ctypes
ctypes.c_int.in_dll(ctypes.pythonapi, 'Py_BytesWarningFlag').value = 2
str(b'test') # this raises an error
Expanding on niekas answer, but using the catch_warnings
context manager that resets the warnings behavior to default after context exit:
import warnings
with warnings.catch_warnings():
warnings.simplefilter("error")
# Code in this block will raise exception for a warning
# Code in this block will have default warning behaviour
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