Deploy Overview

The Deploy section covers everything involved in running your streaming applications in production — creating deployments, managing their lifecycle, tuning performance, working with snapshots, and tracking data lineage.

Deployments are the core unit of execution in Ververica. Each deployment runs a SQL, JAR, or Python application against your Flink cluster. The Deployment Types and Manage Deployments subsections cover everything from creating a new deployment through starting, modifying, and canceling it.

Once a deployment is running, you'll typically want to manage its snapshots, tune its performance with autopilot or manual resource allocation, and — for production-critical applications — track its data lineage to understand upstream and downstream dependencies.

Session clusters and artifact management are covered here as well, for teams running multiple SQL deployments against shared Flink resources.