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gcp-pde_d1_4d1d7fef771a domain/d1 · medium single

An architect must design a low-code path to move change data capture (CDC) events into BigQuery quickly, but the team still needs the ability to inject custom transformation logic into those jobs without building a full pipeline from scratch. Which Dataflow approach best fits these requirements?

A Use pre-designed Dataflow templates optimized for CDC and BigQuery integration and add logic with the integrated UDF builder
B Write a fully custom Beam pipeline from scratch and deploy it with the Dataflow runner
C Use Dataflow Insights recommendations to generate the pipeline automatically
D Configure straggler detection to transform the incoming CDC events

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