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Automatic Tests Generation

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@emeli-dral emeli-dral released this 16 Aug 19:52

Updates:

  • Implemented function generate_column_tests() to generate similar tests for many columns automatically

Dataset Null-related tests

  • Implemented TestNumberOfNulls to replace TestNumberOfNANs and TestNumberOfNullValues
  • Implemented TestShareOfNulls
  • Implemented TestShareOfColumnsWithNulls
  • Implemented TestShareOfRowsWithNulls
  • Implemented TestNumberOfDifferentNulls

Column Null-related tests

  • Implemented TestColumnNumberOfNulls to replace TestColumnNumberOfNullValues
  • Implemented TestColumnShareOfNulls to replace TestColumnNANShare

Fixes:

  • Fixed metric duplication to reduce an amount of calculations while building TestSuites (basically, now same metrics from the one test suite are not recalculated multiple times)
  • Implemented NAN filtering for all dashboards in way, that each column is filtered separately