The GitHub Actions job "Required Checks" on 
texera.git/gh-readonly-queue/main/pr-6657-cf4990f9d49a14facff0be19925b89ad269d48b5
 has succeeded.
Run started by GitHub user aglinxinyuan (triggered by aglinxinyuan).

Head commit for run:
73fee25bb8d247500c1cfa0035cf4f1d5eb3cc67 / Matthew B. <[email protected]>
test(workflow-operator): add unit tests for AudioTaskCodegen (#6657)

### What changes were proposed in this PR?
- Add
`common/workflow-operator/src/test/scala/org/apache/texera/amber/operator/huggingFace/codegen/AudioTaskCodegenSpec.scala`,
a new ScalaTest spec for AudioTaskCodegen, which previously had no
dedicated unit tests.
- Cover the task and tasks mapping.
- Cover the raw-binary vs text-to-speech payload split and the ASR and
audio parse branches.
- Confirm snippet determinism across contexts and no leakage of ctx
string values.
### Any related issues, documentation, discussions?
Closes: #6656
### How was this PR tested?
- Run: `sbt "WorkflowOperator/testOnly *AudioTaskCodegenSpec"`, expect
all 10 tests passing.
- Test-only change; no production code is modified.
### 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/29783637672

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