~/talk

Simplify streaming application development

Talkat StaffPlus New York 2024 · 2024-09-04..09-05· [data-visualization, graphql]
links:none on file
slides:none on file

A GraphQL-based declarative interface models sources and joins with an extend type plus a join condition directive, and queries annotate material-view IDs, static filter and collection behavior; a pipeline generator translates those definitions into Java pipelines for the streaming engine. More than 20 teams adopt it, it eliminates over 50% of duplicated code, and it already powers 30+ materialized views in production, trading generality for a focused, migration-friendly way to build realtime materialized views.

AI-written summary · about

  1. 0:00Simplifying streaming apps
  2. 0:42Streaming app challenges
  3. 2:28Graph-based approach
  4. 3:34Why GraphQL for streaming
  5. 4:17GraphQL components
  6. 6:06Building pipelines with GraphQL
  7. 7:52Auto-generating pipelines
  8. 8:55Impact and adoption
  9. 9:38Airbnb’s takeaways
  10. 11:23Q&A
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