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