Google Professional Data Engineer
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NO.8 Your company has a hybrid cloud initiative. You have a complex data pipeline that moves data between cloud provider services and leverages services from each of the cloud providers. Which cloud-native service should you use to orchestrate the entire pipeline?
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A
Cloud Dataflow
B
Cloud Composer
C
Cloud Dataprep
D
Cloud Dataproc
Explanation:
Explanation:
Option B (Cloud Composer) is the correct answer because:
- Cloud Composer is a managed Apache Airflow service designed for workflow orchestration
- It can orchestrate complex pipelines across multiple cloud providers and services
- Supports hybrid cloud scenarios with connectors to various cloud services
- Provides scheduling, monitoring, and dependency management for entire workflows
Other options are more specialized:
- Option A: Cloud Dataflow is for data processing, not overall pipeline orchestration
- Option C: Cloud Dataprep is for data preparation and transformation
- Option D: Cloud Dataproc is for running Hadoop and Spark workloads
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