The GitHub Actions job "Benchmarks PR Comment" on texera.git/main has succeeded.
Run started by GitHub user Ma77Ball (triggered by Ma77Ball).

Head commit for run:
dfa0434e70c256feb37a8d38c1d0bc134e789fdd / Xinyuan Lin <[email protected]>
refactor(test): extract shared run-and-read e2e harness into TestUtils (#5712)

### What changes were proposed in this PR?

Extracts the repeated "run a workflow and read its materialized results"
boilerplate from the amber e2e specs into two reusable helpers on
`TestUtils`:

- `readMaterializedResults(executionId, operatorIds, extract)` — resolve
+ open each operator's external RESULT document and apply `extract` to
the opened `VirtualDocument[Tuple]` (operators with no materialized
output are skipped).
- `runWorkflowAndReadResults(system, workflow, operatorIds, extract,
completionTimeout)` — run a workflow to `COMPLETED` (a `FatalError`
aborts and surfaces as the awaited exception), then read results via
`readMaterializedResults`.

`DataProcessingSpec.executeWorkflow` now calls the shared harness
instead of its own inline copy. The helpers are loop/state-agnostic —
they only use existing core APIs (`DocumentFactory`,
`VirtualDocument[Tuple]`, `AmberClient`, `ExecutionStateUpdate`,
`FatalError`), so other e2e specs can adopt them too.

### Any related issues, documentation, discussions?

Resolves #5711 (sub-issue of #4442 "Introduce for loop"). Split out of
#5700 to keep that PR reviewable, per @Xiao-zhen-Liu's
[review](https://github.com/apache/texera/pull/4206#pullrequestreview-4482667715).

### How was this PR tested?

Behavior-preserving refactor of existing e2e test infrastructure.
`WorkflowExecutionService/Test/compile` and
`WorkflowExecutionService/scalafmtCheckAll` pass locally. The
`@IntegrationTest` specs that exercise the harness (e.g.
`DataProcessingSpec`) run in CI — they spawn Python workers and can't
run on Windows.

### Was this PR authored or co-authored using generative AI tooling?

Co-authored with Claude Opus 4.8 in compliance with ASF.

Report URL: https://github.com/apache/texera/actions/runs/27518834914

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