Associate-Data-Practitioner Exam Dumps | Your organization needs to implement near real-time analytics for thousands of events arriving each second

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Question 32/47

Your organization needs to implement near real-time analytics for thousands of events arriving each second in Pub/Sub. The incoming messages require transformations. You need to configure a pipelinethat processes, transforms, and loads the data into BigQuery while minimizing development time. What should you do?

A. Use a Google-provided Dataflow template to process the Pub/Sub messages, perform transformations, and write the results to BigQuery.

B. Create a Cloud Data Fusion instance and configure Pub/Sub as a source. Use Data Fusion to process the Pub/Sub messages, perform transformations, and write the results to BigQuery.

C. Load the data from Pub/Sub into Cloud Storage using a Cloud Storage subscription. Create a Dataproc cluster, use PySpark to perform transformations in Cloud Storage, and write the results to BigQuery.

D. Use Cloud Run functions to process the Pub/Sub messages, perform transformations, and write the results to BigQuery.

Question 32/47

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