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Spark History Server connector - polls and publishes jobs to NATS

Project description

spark-advisor-hs-connector

Spark History Server connector — fetches job data and publishes to NATS. Part of the spark-advisor ecosystem.

Install

pip install spark-advisor-hs-connector

What it does

Connects to Apache Spark History Server REST API to fetch job metrics, stage details, executor info, and configuration. Operates in two modes:

  • On-demand — NATS subscriber for job.fetch requests (returns JobAnalysis)
  • Background polling — periodically scans History Server for new applications and publishes them to NATS

History Server endpoints used

  • GET /api/v1/applications/{app-id} — app metadata
  • GET /api/v1/applications/{app-id}/environment — spark.* config
  • GET /api/v1/applications/{app-id}/stages — stage metrics
  • GET /api/v1/applications/{app-id}/stages/{id}/{attempt}/taskSummary — task distribution
  • GET /api/v1/applications/{app-id}/executors — executor metrics

Deployment

export SA_HS_CONNECTOR_HISTORY_SERVER_URL=http://yarn:18080
export SA_HS_CONNECTOR_NATS__URL=nats://localhost:4222
spark-advisor-hs-connector

Configuration

Variable Default Description
SA_HS_CONNECTOR_HISTORY_SERVER_URL http://localhost:18080 Spark History Server URL
SA_HS_CONNECTOR_NATS__URL nats://localhost:4222 NATS broker URL
SA_HS_CONNECTOR_POLL_INTERVAL_SECONDS 60 Polling interval
SA_HS_CONNECTOR_BATCH_SIZE 50 Apps per poll cycle
SA_HS_CONNECTOR_OTEL__ENABLED false Enable OpenTelemetry distributed tracing

Links

License

Apache 2.0

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