Creating cloud sql tables from Dataflow job

Question

We have a pipeline that will copy tables from BigQuery to CloudSql.

Cloud SQL table creation was happening outside dataflow.

Now we need to have the table creation in Dataflow.

I have the tables to be created in GCS bucket as .sql file.

Below is the code snippet which copies table from BQ to sql.

        p.apply(BigQueryIO.readTableRows()
                    .from(source_table)
                    .withTemplateCompatibility()
                    .withoutValidation())
           
            .apply(JdbcIO.<TableRow>write()
                    .withDataSourceConfiguration(
                            JdbcIO.DataSourceConfiguration.create(
                                    "org.postgresql.Driver",
                                    base_url
                            )
                    )
                    .withStatement("INSERT INTO " + target_table.split("\\.")[1] + " VALUES " + insert_query)
                    .withPreparedStatementSetter(new StatementSetter(some_map)));

// p.run().waitUntilFinish(); // this will process tables one after the other i.e. sequential execution p.run();

Is there a way I can execute the .sql file using JDBCIO?