Learn How to Auto-Grade
Last updated
Last updated
Auto-grading is a powerful tool that saves teachers time and provides students with feedback regarding the correctness of their solution before they submit it for a grade.
All of this auto-grading magic can be accomplished with unit testing -- test whether parts (units) of a students code work properly by asserting that they meet certain conditions (equal to a predetermined value, produce a result in a given range, etc.).
Assertions and Unit TestingPython ExamplesJava ExamplesRuby ExamplesNew to Unit Testing? Let's do a brief review.
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The basic building blocks of unit testing are test cases — single scenarios that must be set up and checked for correctness.
The simplest TestCase
subclass will simply implement a test method (i.e. a method whose name starts with test
) in order to perform specific testing code:
Note that in order to test something, we use one of the assert*()
methods provided by the TestCase
base class. If the test fails, an exception will be raised with an explanatory message, and unittest
will identify the test case as a failure. Any other exceptions will be treated as errors.
Tests can be numerous, and their set-up can be repetitive. Luckily, we can factor out set-up code by implementing a method called setUp()
, which the testing framework will automatically call for every single test we run:
Similarly, we can provide a tearDown()
method that tidies up after the test method has been run:
If setUp()
succeeded, tearDown()
will be run whether the test method succeeded or not.
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Joe Mazzone, former Computer and Software Engineering instructor at William M. Davies, Jr. Career and Technical High School in Lincoln, Rhode Island.
Joe is now a Senior Product Manager/Product Development Lead at John Wiley & Sons, Inc., working on Coding Rooms and zyBooks.
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