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These are one time changes. Once these are in, then the DeltaStreamer piepline pipeline will handle both upserts and deletions within every batch. Each batch could contain a mix of upserts and deletes and no additional step or changes are required after this. Note that this . is to perform hard deletion instead of soft deletion.