Using Frameworks to Test Apache Airflow Data Pipelines

Using Frameworks to Test Apache Airflow Data Pipelines

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intro

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1 of 17

intro

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Using Frameworks to Test Apache Airflow Data Pipelines

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  1. 1 intro
  2. 2 preamble
  3. 3 agenda
  4. 4 what is airflow? who is astronomer?
  5. 5 why test data pipelines?
  6. 6 local development and testing
  7. 7 astro cli and airflow cli testing features
  8. 8 dag.test
  9. 9 ci/cd and testing
  10. 10 from dev to staging
  11. 11 dag validation testing
  12. 12 unit tests with airflow
  13. 13 integration tests with airflow
  14. 14 the cf in ci/cd - our code on the way to the cloud
  15. 15 code getting promoted to prod
  16. 16 demo
  17. 17 take home message

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