jason810496 opened a new pull request, #71812:
URL: https://github.com/apache/airflow/pull/71812

   ## Why
   
   The Java SDK E2E tests trigger the same Dag repeatedly for assertions that 
can share one completed run, making the suite slower than necessary.
   
   ## How
   
   - Add a `_CompletedRun` helper that holds the Dag run result and exposes 
task instance, XCom, and log access.
   - Add one module-scoped fixture for each Dag ID so unrelated examples retain 
independent runs and timeouts.
   - Re-raise fixture execution errors from the assertion call phase so the E2E 
report retains its failure and Compose-log diagnostics.
   
   ## What
   
   - Reuse one `java_annotation_example` run across its five assertions.
   - Reuse dedicated runs for the `java_xcom_casting_example` and 
`scala_spark_example` assertions.
   - Reduce Dag triggers in this module from seven to three without changing 
assertion coverage.
   
   ---
   
   ##### Was generative AI tooling used to co-author this PR?
   
   - [x] Yes, with help of OpenAI Codex following [the 
guidelines](https://github.com/apache/airflow/blob/main/contributing-docs/05_pull_requests.rst#gen-ai-assisted-contributions)
   


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