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Data attributes test occasionally fails #32

Description

@david-chapela

There are two issues with the Case Attribute Discovery tests:

  • The tests are incredibly slow.
  • One of the tests in test_attributes_discovery.py occasionally fails due to the following error:
    FAILED tests/pix_framework/discovery/attributes/test_attributes_discovery.py::test__attributes[tests/pix_framework/assets/event_attributes_log.csv.gz] - AssertionError: Mean difference between generated and expected samples for attriubte uniform_distribution is 0.30044466544489734, which is higher than a threshold.0.05

As a possible fix, the tests could be redesigned:

  • with simpler logs that require less computational runtime.
  • with clearer examples that are easily detected, so the thresholds don't occasionally fail.

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