mohamedawnallah commented on PR #34398:
URL: https://github.com/apache/beam/pull/34398#issuecomment-2869949700

   > I am going to try set up a cloudsql instance so we can write some 
integration tests.
   
   @claudevdm Thank you for your guidance 🙏
   
   I’m curious if it’s necessary to use a Cloud SQL instance for our current 
integration test cases. At the moment, I’ve been using the [PostgreSQL 
Testcontainer](https://testcontainers.com/modules/postgresql/) for integration 
testing. My understanding is that our goal is to ensure the enrichment handler 
works with Cloud SQL or any similar SQL adapter. If the integration tests pass 
with the PostgreSQL container, I would expect them to pass with Cloud SQL as 
well—unless there’s an issue specific to Cloud SQL, in which case we would 
actually be testing Cloud SQL itself.
   
   Could you please let me know if I’m missing something or if you’d like me to 
approach this differently?


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