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import pytest |
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import markdown |
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from bs4 import BeautifulSoup |
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from compliance_checks import ( |
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GeneralLimitationsCheck, GeneralLimitationsResult, |
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) |
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@pytest.fixture |
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def general_limitations_model_card(): |
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return """ |
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# Model Card for Sample Model |
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## Some Random Header |
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## Bias, Risks, and Limitations |
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<!-- This section is meant to convey both technical and sociotechnical limitations. --> |
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Hello world! These are some risks... |
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## More Things |
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""" |
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@pytest.fixture |
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def bad_general_limitations_model_card(): |
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return """ |
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# Model Card for Sample Model |
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## Some Random Header |
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## Bias, Risks, and Limitations |
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<!-- This section is meant to convey both technical and sociotechnical limitations. --> |
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[More Information Needed] |
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## More Things |
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""" |
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@pytest.mark.parametrize("check,card,expected", [ |
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(GeneralLimitationsCheck(), "general_limitations_model_card", GeneralLimitationsResult( |
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status=True, |
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limitations="Hello world! These are some risks..." |
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)), |
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(GeneralLimitationsCheck(), "bad_general_limitations_model_card", GeneralLimitationsResult()), |
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]) |
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def test_run_checks(check, card, expected, request): |
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card = request.getfixturevalue(card) |
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model_card_html = markdown.markdown(card) |
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card_soup = BeautifulSoup(model_card_html, features="html.parser") |
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results = check.run_check(card_soup) |
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assert results == expected |
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