data-quality

2 articles

• Data Quality Gates with Great Expectations: Expectations, Checkpoints, and CI

  Build a working data quality gate with Great Expectations: define an Expectation Suite, run it as a Checkpoint, store the results, and fail CI on bad data.

  • data-quality
  • great-expectations
  • data-engineering
  • ci
  • python
  Tutorial

  Data
  

• dbt Tests and Data Contracts: Catching Upstream Breakage Before Your Stakeholders Do

  Layer dbt generic, singular, and unit tests with enforced data contracts so upstream schema and logic changes fail in CI, not in a stakeholder's dashboard.

  • dbt
  • data-quality
  • data-contracts
  • analytics-engineering
  Tutorial

  Data