~/talk

Introducing your Databricks Flight Assistant

Talkat SQLBits 2024 · 2024-03-19..03-23· [ai-assisted-development]
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Live demo shows Databricks Lakehouse Assistant reading Unity Catalog metadata and notebook history to convert SQL to PySpark, convert R and Python to SQL, and explain and document code in-place. It generates runnable queries from English, autoformats messy scripts, converts pandas to PySpark and triggers Spark jobs to prove distribution, and spits out boilerplate for Delta Z‑order optimization, Event Hubs streaming and periodic API calls. Feature is previewed, enabled by default, and most generated code runs successfully in the demo despite flaky Wi‑Fi.

AI-written summary · about

  1. 0:00Databricks Flight Assistant intro
  2. 0:50Live demo of Assistant features
  3. 7:21SQL to Python conversion
  4. 10:49Code documentation & formatting
  5. 14:27Boilerplate code generation
  6. 17:42Summary & Q&A
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