I have a cloud Pub/Sub instance to which my dataflow is subscribed. each message includes a primary key column and another random column. I have to check whether that column exists in my bigquery table, if yes then we simply insert. If not, I have a method which will alter the table structure. The main issue is that I want to store the columns in a set object and cache it using shared class. So whenever a new column arises, the cache is updated and is in sync with all other workers. Any idea on how to update the cache, or something to start with?
Google Cloud Dataflow handling schema evolution (Addition of columns)
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