Google Exam Associate Data Practitioner Topic 3 Question 16 Discussion

Actual exam question for Google's Associate Data Practitioner exam

Question #: 16
Topic #: 3

[All Associate Data Practitioner Questions]

Your organization has decided to migrate their existing enterprise data warehouse to BigQuery. The existing data pipeline tools already support connectors to BigQuery. You need to identify a data migration approach that optimizes migration speed. What should you do?

ACreate a temporary file system to facilitate data transfer from the existing environment to Cloud Storage. Use Storage Transfer Service to migrate the data into BigQuery.

BUse the Cloud Data Fusion web interface to build data pipelines. Create a directed acyclic graph (DAG) that facilitates pipeline orchestration.

CUse the existing data pipeline tool's BigQuery connector to reconfigure the data mapping.

DUse the BigQuery Data Transfer Service to recreate the data pipeline and migrate the data into BigQuery.

Show Suggested Answer

Suggested Answer: C

Since your existing data pipeline tools already support connectors to BigQuery, the most efficient approach is to use the existing data pipeline tool's BigQuery connector to reconfigure the data mapping. This leverages your current tools, reducing migration complexity and setup time, while optimizing migration speed. By reconfiguring the data mapping within the existing pipeline, you can seamlessly direct the data into BigQuery without needing additional services or intermediary steps.

by Dean at Aug 17, 2025, 07:37 PM

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