GCP cloud sql connection

I have trouble setting up new connection in looker. I am trying to connect to Google Cloud SQL and I keep getting error
Cannot connect: connection refused: Java::JavaSql::SQLNonTransientConnectionException: Could not connect to address
does anyone know what’s the actual steps to connect?

After spending even more time on making the new connection to Google Cloud SQL, I wonder if looker supports Google Cloud SQL + SQL Server yet?
I noticed the JDBC parameter built as jdbc:mysql, while I am trying to connect with SQL Server database hosted in GCP.

can anyone please confirm if Cloud sql +SQL Server is possible in Looker?

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