~/talk

Flying High with Data Engineering in Microsoft Fabric

Talkat SQLBits 2024 · 2024-03-19..03-23· [data-engineering, ai-assisted-development]
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Demonstrations show Microsoft Fabric using notebooks (PySpark/Scala/Spark SQL with magic commands) plus Lakehouse storage on ADLS Gen2 and a SQL analytics endpoint per workspace; a live demo reads 76 million rows and warm Spark sessions start under 5 seconds usually. Environments let teams upload custom libraries (pip/Maven), set cluster size and Spark properties, and create high‑concurrency pools. Copilot for data engineering sends schema/column metadata (not raw data) to Azure OpenAI with tenant geo settings; F64 Copilot compute costs around $8k/month.

AI-written summary · about

  1. 0:00Data engineering in Fabric
  2. 3:54Key artifacts in Fabric
  3. 7:11Notebook and Spark code
  4. 12:00Lakehouse and SQL storage
  5. 19:13SQL analytics endpoint
  6. 24:57Fabric’s data co-pilot
  7. 34:02VS Code integration
  8. 37:40Spark session environments
  9. 41:32Q&A
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