Exam Associate-Data-Practitioner Topic 1 Question 31 Discussion

Actual exam question for Google's Associate-Data-Practitioner exam
Question #: 31
Topic #: 1
You have a Dataproc cluster that performs batch processing on data stored in Cloud Storage. You need to schedule a daily Spark job to generate a report that will be emailed to stakeholders. You need a fully-managed solution that is easy to implement and minimizes complexity. What should you do?

Suggested Answer: B Vote an answer

Using Dataproc workflow templates is a fully-managed and straightforward solution for defining and scheduling your Spark job on a Dataproc cluster. Workflow templates allow you to automate the execution of Spark jobs with predefined steps, including data processing and report generation. You can integrate email notifications by adding a step to the workflow that sends the report using tools like a Cloud Function or external email service. This approach minimizes complexity while leveraging Dataproc's managed capabilities for batch processing.

by Mandel at Jan 24, 2025, 10:18 AM

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