PDE Ingesting and Processing the Data Practice Question
A data engineer needs to schedule a nightly transfer of data from an Amazon S3 bucket to Cloud Storage. Which two steps are required to achieve this? (Choose TWO.)
⚠ Common exam trap
Google often tests the misconception that you can use a simple command-line tool like `gsutil rsync` in a cron job for production-scale scheduled transfers, but the correct approach is to use the managed Storage Transfer Service which handles permissions, scheduling, and reliability natively.
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Grant appropriate permissions to the transfer service account
The Storage Transfer Service uses a Google-managed service account to access the source S3 bucket. You must grant this service account the appropriate IAM permissions (e.g., `s3:GetObject` and `s3:ListBucket`) on the S3 bucket via an AWS IAM policy. Without these permissions, the transfer job cannot read the data from S3.
Quick reference
AWS S3 Storage Class Comparison
| Storage Class | Min Duration | Retrieval | Use Case |
|---|---|---|---|
| S3 Standard | None | Immediate | Frequently accessed data |
| S3 Standard-IA | 30 days | Immediate | Infrequent access, rapid retrieval |
| S3 One Zone-IA | 30 days | Immediate | Non-critical infrequent data |
| S3 Intelligent-Tiering | None | Immediate–hours | Unknown or changing access patterns |
| S3 Glacier Instant | 90 days | Milliseconds | Archive with instant retrieval |
| S3 Glacier Flexible | 90 days | Minutes–hours | Archive, flexible retrieval |
| S3 Glacier Deep Archive | 180 days | Hours | Long-term compliance archive |
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