~/talk

Building Presto SQL experience on Flink

Talkat Flink Forward Global 2021 · 2021-10-18..10-27· [data-engineering]
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Adds Presto SQL as a dialect on Flink inside AthenaX by translating Presto ASTs into Calcite/Flink plans and by optionally using Presto codegen; implements explicit query rewrites to emulate tumble/hop/session windows (creates a window_assign UDF and flattens window arrays via cross joins), maps and migrates UDFs with tooling such as Apache Coral, and validates queries against Flink 1.12. Works end-to-end for usability (debugging and interactive runs) at Uber scale—~2,300 streaming pipelines, ~3 trillion events/day, Presto ~12k users and ~400k queries/day—performance tuning remains future work.

AI-written summary · about

  1. 0:00Overview
  2. 7:19Default SQL
  3. 12:58Implementation
  4. 32:37Future work
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