Your company's Data Science team has been using a custom Apache Beam pipeline for stream processing. They now want to migrate this to a managed GCP service without modifying the code. Which service should you recommend?
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Correct answer: Cloud Dataflow.
Why this is the answer
*Explanation:* If your Data Science team has a custom Apache Beam pipeline for stream processing and wants to migrate to a managed GCP service without code modifications, the best choice is **Cloud Dataflow**. Cloud Dataflow is designed to execute Apache Beam pipelines seamlessly, allowing you to run your existing code without major changes while benefiting from managed infrastructure, autoscaling, and ease of use. The other options (A, C, D, E) are not designed specifically for running Apache Beam pipelines and may require significant code modifications and additional management.
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