NRTG: Fast, Systematic & Scalable Flink Application Development at Pinterest
Flink applications processing millions of messages per second, built in days with 3x smaller client code and 4x lower time to prod than the Datastream API and a fully testable, CI/CD enabled lifecycle to boot - what’s not to like! Come listen to how Pinterest systematically enables developing Flink applications at scale. We will talk (for the first time) about our in-house framework - Near Realtime Galaxy (NRTG) - that builds composable, large-scale, dependency injection based stream applications and the platform it enables. We will discuss our experiences while building NRTG on Flink - happy topics like Serialization, Async RPCs, Error Recovery, Late Data, Backfills and demo our dev to prod process: a CI/CD based lifecycle with automated checks, health monitoring and minimal manual intervention. 0:00 Pinterest Architecture & Business Requirements 3:40 What is NRTG, Why NRTG 9:30 The Fast, Systematics and Scalable Promise 21:13 Onboarding Outcomes 22:56 CI/CD in the Future
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