aglinxinyuan opened a new pull request, #4572:
URL: https://github.com/apache/texera/pull/4572

   ### What changes were proposed in this PR?
   
   Add `WorkflowExecutionSpec` covering the lifecycle and lookup contract of 
`WorkflowExecution` 
(`amber/src/main/scala/org/apache/texera/amber/engine/architecture/controller/execution/WorkflowExecution.scala`):
   
   - `initRegionExecution` creates a new `RegionExecution`; throws on re-init 
for the same region id
   - `hasRegionExecution` reflects init state
   - `getRegionExecution` throws `NoSuchElementException` for unknown ids
   - `getAllRegionExecutions` preserves insertion order (LinkedHashMap)
   - `restartRegionExecution` behaves like a fresh init when no prior region 
exists, and replaces a completed region with a fresh execution
   - `getRunningRegionExecutions` excludes completed regions
   - `getState` returns UNINITIALIZED on empty and COMPLETED when every 
initialized region is completed
   - `getLatestOperatorExecutionOption` returns None when none exists and the 
latest match across regions otherwise (uses reference identity because 
`OperatorExecution` is a no-field case class)
   
   ### Any related issues, documentation, discussions?
   
   Closes #4571
   
   ### How was this PR tested?
   
   `sbt "WorkflowExecutionService/testOnly 
org.apache.texera.amber.engine.architecture.controller.execution.WorkflowExecutionSpec"`
 — 12/12 tests pass.
   
   ### Was this PR authored or co-authored using generative AI tooling?
   
   Generated-by: Claude Code (Claude Opus 4.7)


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