A database must continuously replicate supported source changes into an analytical pipeline after an initial snapshot, with limited source downtime. Which approach best fits?

Published
  1. Use Storage Transfer Service.
  2. Publish events through Pub/Sub.
  3. Run a validated BigQuery batch load job.
  4. Use change data capture through Datastream or the supported migration service.

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