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Answer: Cloud Composer
The correct answer is B. Cloud Composer is a managed service that allows you to create and run Apache Airflow workflows. Apache Airflow is a powerful workflow management platform that can schedule and monitor complex data pipelines, making it ideal for automating multi-step data pipelines with dependencies. Cloud Composer, being a managed service, simplifies infrastructure management, ensuring reliability and efficiency in running daily pipelines involving Dataproc and Dataflow jobs.
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To effectively manage the automation of a multi-step data pipeline running on Google Cloud, you need to schedule and orchestrate Dataproc and Dataflow jobs that are interdependent. Given the requirement to utilize managed services where possible, and considering that the pipeline needs to execute daily, which Google Cloud tool should be employed for this purpose?
A
cron
B
Cloud Composer
C
Cloud Scheduler
D
Workflow Templates on Dataproc