~/talk

High throughput data processing with GenStage

Talkat Code BEAM America 2022 · 2022-11-03..11-04· [data-engineering]
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slides:none on file

Shows how GenStage composes producers, producer_consumers and consumers to implement micro‑batching, partitioning, retries and backpressure with concrete numbers and code. Demonstrates a basic producer/consumer with max_demand 100, a partitioned topology into 3 partitions plus a broadcast selector that routes events by color, and a custom rate limiter 10 every 5s that emits red events on a 5‑second window. Notes real use scaling to ~500 GB/day and points to Flow and Broadway as higher‑level libraries.

AI-written summary · about

  1. 0:00Introduction and concepts
  2. 2:25Partitioning data
  3. 5:34Back pressure management
  4. 6:47Error handling strategies
  5. 7:43Basic GenStage example
  6. 10:55Advanced topology example
  7. 15:21Rate limiting demonstration
  8. 17:53Ecosystem and Q&A
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