~/talk

Better ETL with Managed Airflow in ADF

Talkat SQLBits 2024 · 2024-03-19..03-23· [devops-and-delivery, data-engineering]
slides:none on file

Managed Airflow in ADF brings Apache Airflow as a PaaS inside Data Factory, with demos showing DAGs that run ADF pipelines asynchronously (async operator + sensor) and Databricks notebook-triggering via connection IDs; Git sync pulls Python DAGs from GitHub, but startup is slow (20–25 minute startup), secrets/key vault integration is brittle and env vars appear plain text, CLI/DevOps support is limited, autoscale exists but you can't pause or turn off the service, and the preview surface is change-prone.

AI-written summary · about

  1. 0:00Introduction
  2. 1:02What is Apache Airflow
  3. 5:18Managed airflow in ADF
  4. 7:08ADF vs. Airflow
  5. 9:08Benefits of ETL as code
  6. 12:16Understanding DAGs and tasks
  7. 23:39Demo and configuration
  8. 47:00Conclusion and considerations
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