Call BQ stored procedures in Dataflow

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I have set of stored procedures that I wish to run back to back in sequence so that I automate their execution. Cloud Dataflow is a good option to perform etl and post processing steps. But the issue with that is it just accepts SELECT queries in the job. How do I make a call to these procedures that i have saved in BQ from a dataflow job? If cloud dataflow does not offer this help then what can be an alternative to achieve this? I dont want to use BQ scheduled query option.

P.S. When I say stored procedure, it involves multiple inserts, deletes, updates, truncates in the same script. I don't have SELECT there

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