How to read external table with bigquery storage api?

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I'm trying to read an external table using bigquery storage api in python, and got the error message:

"Only external tables with connections can be read with the Storage API."

The source data is a csv file in Google cloud storage. I've created a spark connection, and granted the service account I'm using to authenticate BigQuery Connection User, but still hitting the same error.

What am I missing or doing wrong?

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