~/talk

Dask-SQL: Empowering Pythonistas for Scalable End-to-End Data Engineering

Talkat PyCon US 2021 · 2021-05-14..05-15· [data-visualization]
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Claims that Python users can run SQL over enterprise datalakes without JVM tooling and demonstrates it with three concrete demos: dask-sql executes SQL planning via Apache Calcite, registers and queries a Dask DataFrame, creates a table purely with SQL (not Python), and reads Hive metastore tables and runs on Dask clusters. Each demo compiles to Dask dataframe operations, computes into pandas for plotting, and installs via conda so the system actually runs end to end.

AI-written summary · about

  1. 0:00Introduction
  2. 1:05Enterprise Data Processing Pipeline
  3. 4:20DaskSQL
  4. 13:45Demo
  5. 21:15DaskSQL Walkthrough
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