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Answer: Cloud Composer
**Correct Option: C. Cloud Composer** Cloud Composer is a fully managed workflow orchestration service that leverages Apache Airflow. It is specifically designed for orchestrating complex workflows, managing dependencies, and providing a visual interface for workflow management. Key features include: - **Visual workflow authoring**: Allows for easy design and management of workflows. - **Scalability**: Dynamically adjusts resources to meet workload demands. - **Reliability**: Ensures dependable execution of workflows with automatic failure recovery. - **Integration**: Seamlessly connects with other Google Cloud services such as BigQuery, Dataflow, and Cloud Storage. **Why other options are not suitable**: - **A. Cloud Storage**: An object storage service, not designed for workflow orchestration. - **B. Cloud Functions**: A serverless platform for event-driven computing, lacks workflow management capabilities. - **D. Cloud Pub/Sub**: A messaging service for real-time communication, not for orchestrating workflows.
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You are designing a data processing pipeline on Google Cloud that involves multiple steps including data ingestion, transformation, and loading into BigQuery. The pipeline must handle dependencies between tasks, manage retries for failed tasks, and scale dynamically based on the workload. Additionally, the solution must integrate seamlessly with other Google Cloud services and provide a visual interface for monitoring and managing workflows. Which Google Cloud service is best suited for orchestrating this complex workflow? Choose one correct option.
A
Cloud Storage
B
Cloud Functions
C
Cloud Composer
D
Cloud Pub/Sub
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