How can I limit the maximum running time for a unit test?

you can install the pytest-timeout plugin and then mark your test functions with a timeout in seconds.

@pytest.mark.timeout(300)
def test_foo():
   pass

Look at the plugin download and usage instructions at https://pypi.python.org/pypi/pytest-timeout

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