Testing Data Pipelines

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Lint/Format/Doc

  • black
  • flake8
  • interrogate
  • mypy

Pipeline Assertions

  • pipeline constructs
  • pipeline as expected nodes
  • pipeline has minimum nodes
  • test minimum tags
  • test alternate tags

Catalog Assertions

  • test catalog follows naming structure

Node Tests

  • test function does the correct operations on test data

Great Expectations



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