How do you test that a Python function throws an exception?
In Python, testing if a function throws the expected exception involves wrapping your function call within a context manager block, using either with pytest.raises(ExpectedException):
for pytest or with self.assertRaises(ExpectedException):
for unittest. This asserts that the expected exception is being raised.
Example with pytest:
Example with unittest:
Simply pass the expected exception to either pytest.raises
or unittest.assertRaises
and execute your function within the block. Should the function not raise the expected exception, then your test will fail.
Expanding on unittest.assertRaises
When writing tests in Python, checking for appropriate exception handling is vital for ensuring the robustness and safety of your code. Python's unittest
provides the assertRaises
method, allowing you to confirm the occurrence of a specific exception.
Elegant exception test with Context Managers
From Python 3.5 onward, a more elegant approach is possible using context managers:
This example tests not only for the expected SomeCoolException
but also verifies the exception message for accuracy.
Asserting exception details
assertRaises
can also perform additional checks within the context block to verify exact exception content:
This snippet tests that your function mymod.myfunc()
raises SomeCoolException
with an error_code
attribute of 42.
Handling older Python versions
For Python 2.7 or 3.1 users and earlier, who lack support for context managers, a try-except block will suffice:
In this case, self.fail()
will flag the test as an error if no exception is thrown or if the incorrect exception is thrown.
Maintaining assertRaises nuances in older Python
For Python 2.6 users, you can still mimic assertRaises
through the unittest2
library.
Running tests with more verbosity and interactive shell
Consider using unittest.TextTestRunner(verbosity=2)
for a more detailed test output, which can simplify debugging and enhance your understanding of test outcomes.
Would you like to keep the shell open after the tests run? unittest.main(exit=False)
allows you to do that.
The importance of detailed exception testing
In-depth testing and understanding of exceptions verifies your code's ability to correctly signpost when things go wrong. Confirming exception handling isn't just about catching an exception but understanding its contents and origin.
Writing maintainable tests: The A-Z pillar of code quality
When designing your tests, readability is key. They should serve as an accessible documentation of your code. Exception tests with clarity and consistency are hallmarks of quality code and facilitate future maintenance.
Why robustness matters
Verifying exception handling in your tests confirms the robustness of the function under review. It provides insights on how effectively the function handles failure scenarios and can prevent unforeseen issues in production environments.
Key takeaways
TestCase.failUnlessRaises
is another way to sayassertRaises
.- Linking directly to the
assertRaises
documentation within your tests can be instrumental for others stepping on the bug-checking journey. - Clean and easy-to-follow code snippets maximize learnability and allow for practical applications.
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