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