cshuo opened a new pull request, #19399:
URL: https://github.com/apache/hudi/pull/19399
### Describe the issue this Pull Request addresses
Closes #19398.
The Flink sink append buffer variants and dynamic bucket assignment paths
had substantial unit-test coverage gaps. The existing end-to-end drivers are
integration-test-only, so these paths need focused unit tests that run in the
regular Maven/Codecov workflow.
### Summary and Changelog
- Exercise continuous-sort, Disruptor, and bounded in-memory append buffers
through the Flink test harness.
- Verify buffer selection, checkpoint flushing, write statuses, partitioned
output, and cleanup.
- Add unit coverage for dynamic bucket assignment of existing and new record
keys and its checkpoint lifecycle.
- Extend record-level-index backend tests for lazy cache creation,
checkpoint-aware eviction, dictionary encoding, and cache-size inference.
- Cover `BulkInsertWriterHelper` constructor and error-wrapping paths.
- Initialize and close append-buffer resources in `InsertFunctionWrapper`.
Local JaCoCo line coverage from the targeted suite:
| Class | Before | After |
| --- | ---: | ---: |
| `AppendWriteFunctionWithContinuousSort` | 0% | 76.7% |
| `AppendWriteFunctionWithDisruptorBufferSort` | 0% | 79.4% |
| `AppendWriteFunctionWithBIMBufferSort` | 0% | 77.6% |
| `DynamicBucketAssignFunction` | 0% | 97.9% |
| `RecordLevelIndexBackend` | 56% | 75.2% |
| `BulkInsertWriterHelper` | 71% | 79.6% |
Validation:
```bash
mvn -Punit-tests -pl hudi-flink-datasource/hudi-flink -am \
-Dtest=TestAppendWriteFunction,TestAppendWriteFunctionWithBufferSort,TestAppendWriteFunctionWithBIMBufferSort,TestDynamicBucketAssignFunction,TestRecordLevelIndexBackend,TestBulkInsertWriteHelper
\
-Dsurefire.failIfNoSpecifiedTests=false \
-DskipITs -DskipSparkTests -DskipScalaTests test
```
Result: 42 tests run, 0 failures, 0 errors, 0 skipped.
### Impact
No public API or user-facing behavior changes. This PR only adds tests and
improves test-harness resource cleanup.
### Risk Level
Low. Production code is unchanged, and the targeted Maven reactor build,
Checkstyle, RAT, and JaCoCo report all completed successfully.
### Documentation Update
None.
### Contributor's checklist
- [ ] Read through [contributor's
guide](https://hudi.apache.org/contribute/how-to-contribute)
- [x] Enough context is provided in the sections above
- [x] Adequate tests were added if applicable
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