gemini-code-assist[bot] commented on PR #36901:
URL: https://github.com/apache/beam/pull/36901#issuecomment-3577287115

   ## Summary of Changes
   
   Hello @Abacn, I'm Gemini Code Assist[^1]! I'm currently reviewing this pull 
request and will post my feedback shortly. In the meantime, here's a summary to 
help you and other reviewers quickly get up to speed!
   
   This pull request focuses on modernizing the HCatalogIO component by 
upgrading its dependency to Hive 4.0.1. This upgrade is crucial for improving 
compatibility with newer Java environments, specifically by removing the need 
for Java 8 in pre-commit tests. The changes involve updating build 
configurations, adjusting Hadoop version support, and adapting to API changes 
in Hive 4.x, ensuring the component remains robust and aligned with current 
ecosystem standards.
   
   ### Highlights
   
   * **Hive Version Upgrade**: Upgraded HCatalogIO to Hive 4.0.1, moving from 
version 3.1.3.
   * **Java 8 Dependency Removal**: Eliminated the requirement for Java 8 in 
PreCommit Java HCatalogIO and other PreCommit Java IOs, facilitating broader 
Java version compatibility.
   * **Hadoop Version Alignment**: Removed support for Hadoop 2.10.2, aligning 
with Hive 4.x's compatibility with Hadoop 3.x.
   * **Test Configuration Updates**: Modified test configurations to remove 
Java 8 specific exclusions and added necessary DataNucleus runtime dependencies 
for Hive 4.0.1.
   * **API and Configuration Adjustments**: Updated Hive configuration variable 
names and exception handling in EmbeddedMetastoreService to match Hive 4.x APIs.
   
   
   
   <details>
   <summary><b>Ignored Files</b></summary>
   
   *   **Ignored by pattern:** `.github/workflows/**` (2)
       *   .github/workflows/beam_PreCommit_Java_HCatalog_IO_Direct.yml
       *   .github/workflows/beam_PreCommit_Java_IOs_Direct.yml
   </details>
   
   
   
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