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Google Professional Data Engineer

Google Professional Data Engineer

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In a data pipeline that utilizes Cloud Pub/Sub for data ingestion, where data is stored in topics and processed by a Dataflow workflow before being written to BigQuery, what is the recommended authentication method for reading data from Cloud Pub/Sub?

Real Exam



Explanation:

Service accounts are the recommended authentication method for most use cases involving Cloud Pub/Sub. While Google Workspace Identity is suited for human users, service accounts are designed for applications. Custom roles and basic roles pertain to authorization rather than authentication. For more details, refer to Google's documentation on service accounts.

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