suryaprasanna opened a new pull request, #18202:
URL: https://github.com/apache/hudi/pull/18202
### Describe the issue this Pull Request addresses
Ports `HoodieSparkSQLUtils` support from release into current branch and
validates the API behavior with Scala tests under `org/apache/hudi/utils`.
### Summary and Changelog
- Add `HoodieSparkSQLUtils` with APIs to resolve table base path and load
table/base-path pairs from Hive metastore.
- Add `TestHoodieSparkSQLUtils` to verify both `getBasePathFromTableName`
overloads and both `loadHoodiePathsFromHive` overloads.
- Keep filtering behavior aligned with current implementation (`InputFormat`
value check with `startsWith("Hoodie")`).
### Impact
Introduces a new Spark utility API class and a corresponding test suite; no
storage format or protocol changes.
### Risk Level
low - changes are additive and covered by a dedicated test suite for API
behavior.
### Documentation Update
none
### Contributor's checklist
- [x] 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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