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bigtable bulk update based on dynamic filter

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I'm looking for a way to scan huge Google BigTable with filter dynamically composed based on the events and make bulk update/delete on huge numbers of rows.

At the moment, I'm trying to combine BigTable with java-based Dataflow (for intensive serverless compute power). I reached to the point where I can compose "Scan" object with dynamic filter based on the events but I still can't find a way to stream results from CloudBigtableIO.read() to subsequent dataflow pipeline.

Appreciate any advice.


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