AlloyDB- CREATE DATABASE can not be run in a transaction block

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Since AlloyDB does not support creating a database using terraform yet, I am trying to create it using Alembic and sqlAlchemy. I am using postgresql+psycopg2 as the driver.My code looks similar to the only answer on here.

from sqlalchemy import create_engine
dburl = "postgresql+psycopg2://user:pswd@myip:5432/postgres/"
engine = create_engine(dburl)
conn = engine.connect()

con.rollback()  # Make sure we're not in a transaction
con.autocommit = True  # Turn on autocommit

conn.execute("CREATE DATABASE qux")
 
con.autocommit = False  # Turn autocommit back off again

However, I am getting an error sqlalchemy.exc.InternalError: (psycopg2.errors.ActiveSqlTransaction) CREATE DATABASE cannot run inside a transaction block. Can someone suggest how can this be fixed?

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