Delta Live Tables: Modern Software Engineering for ETL Pipelines

Delta Live Tables: Modern Software Engineering for ETL Pipelines

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Intro

1 of 18

1 of 18

Intro

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Delta Live Tables: Modern Software Engineering for ETL Pipelines

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  1. 1 Intro
  2. 2 Life as a data professional.
  3. 3 What is a Live Table?
  4. 4 Development vs Production
  5. 5 Declare LIVE Dependencies
  6. 6 Choosing pipeline boundaries
  7. 7 Pitfall: hard-code sources & destinations
  8. 8 Ensure correctness with Expectations
  9. 9 Expectations using the power of SQL
  10. 10 Using Python
  11. 11 Installing libraries with pip
  12. 12 Metaprogramming in python
  13. 13 Best Practice: Integrate using the event log
  14. 14 DLT Automates Failure Recovery
  15. 15 What is SparkTM Structured Streaming?
  16. 16 Using Spark Structured Streaming for ingestion
  17. 17 Use Delta for infinite retention
  18. 18 Partition recomputation

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