Google Cloud Professional Data Engineer — Question 240

You have several different unstructured data sources, within your on-premises data center as well as in the cloud. The data is in various formats, such as Apache Parquet and CSV. You want to centralize this data in Cloud Storage. You need to set up an object sink for your data that allows you to use your own encryption keys. You want to use a GUI-based solution. What should you do?

Answer options

• A. Use BigQuery Data Transfer Service to move files into BigQuery.
• B. Use Storage Transfer Service to move files into Cloud Storage
• C. Use Dataflow to move files into Cloud Storage
• D. Use Cloud Data Fusion to move files into Cloud Storage.

Correct answer: D

Explanation

The correct choice is D, as Cloud Data Fusion provides a GUI-based solution for integrating and managing data from various sources into Cloud Storage while allowing for custom encryption keys. Options A and B do not offer the required GUI or encryption key management, and option C focuses on processing data rather than centralizing it in a user-friendly manner.