How do I run multiple Python test cases in a loop?

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忘了有多久
忘了有多久 2021-02-03 21:50

I am new to Python and trying to do something I do often in Ruby. Namely, iterating over a set of indices, using them as argument to function and comparing its results with an a

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  • 2021-02-03 22:16

    Using unittest you can show the difference between two sequences all in one test case.

    seq1 = range(1, 11)
    seq2 = (fn(j) for j in seq1)
    assertSequenceEqual(seq1, seq2)
    

    If that's not flexible enough, using unittest, it is possible to generate multiple tests, but it's a bit tricky.

    def fn(i): ...
    output = ...
    
    class TestSequence(unittest.TestCase):
        pass
    
    for i in range(1,11):
        testmethodname = 'test_fn_{0}'.format(i)
        testmethod = lambda self: self.assertEqual(fn(i), output[i])
        setattr(TestSequence, testmethodname, testmethod)
    

    Nose makes the above easier through test generators.

    import nose.tools
    
    def test_fn():
        for i in range(1, 11):
            yield nose.tools.assert_equals, output[i], fn(i)
    

    Similar questions:

    • Python unittest: Generate multiple tests programmatically?
    • How to generate dynamic (parametrized) unit tests in python?
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  • 2021-02-03 22:17

    Starting from python 3.4, you can do it like this:

    def test_output(self):
        for i in range(1,11):
            with self.subTest(i=i):
                ....
                self.assertEqual(fn(i),output[i])
    

    https://docs.python.org/3.4/library/unittest.html?highlight=subtest#distinguishing-test-iterations-using-subtests

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  • 2021-02-03 22:23

    If Your question is regarding, when you are solving the problem on competitive places like hackerrank or anywhere else. If they have not provided their environment to run test cases in a loop.

    And locally if You are running code for python compiler It would be useful.

    you can simply use a while loop or range function of python.

    e.g:

    t = int(input("Enter Number of testcases"))
    type(t)
    
    while(t!=0):
    
        n = int(input("Enter number of data"))
        type(n)
    
        // Code logic or function Call
    
        t = t-1
    
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  • 2021-02-03 22:30

    In python world two most popular options to write tests are:

    • Unittest
    • pytest

    In pytest you parametrize tests very easly:

    @pytest.mark.parametrize(('param1', 'param2'),[
                             (1, 'go'),
                             (2, 'do not go')])
    def test_me(param1, param2):
        # write test
    

    This will produce nice output also while running tests:

    go.py:2: test_me[1-go] PASSED
    go.py:2: test_me[2-do not go] PASSED
    

    I am using pytest for two years now and it's very nice tool. You have many features there. Besides parametrization there are fixtures also, very very nice assertions (you do not need to write assertEqual, just assert a==b and pytest can generate very nice and helpful output for it.)

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