gemini-code-assist[bot] commented on PR #36415:
URL: https://github.com/apache/beam/pull/36415#issuecomment-3373646578

   ## Summary of Changes
   
   Hello @ksobrenat32, 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 
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   This pull request enhances the `GcpCredentialFactory` by integrating logging 
for credential acquisition failures. Previously, `IOException` during 
credential retrieval was silently ignored, making it difficult to diagnose 
issues. Now, a warning message will be logged, including the exception details, 
to improve debugging capabilities and operational awareness. This change 
maintains the existing functionality where pipelines accessing public data can 
still proceed without credentials.
   
   ### Highlights
   
   * **Logging Integration**: Added `Logger` and `LoggerFactory` imports to 
`GcpCredentialFactory.java` to enable logging capabilities within the class.
   * **Error Visibility**: Introduced a static `Logger` instance and 
implemented a warning log message when GCP credential retrieval fails due to an 
`IOException`, providing better visibility into such failures.
   * **Debugging Improvement**: The new log message includes the exception 
details, which will significantly aid in debugging issues related to credential 
acquisition without changing the existing behavior of allowing pipelines to 
proceed with null credentials for public data access.
   
   
   
   
   
   
   
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