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Google Cloud Exams
GCP
Associate Data Practitioner
Configure rules to delete objects after a specified period to automatically remove unnecessary data and reduce storage expenses (e.g., BigQuery, Cloud Storage)
Staging Bucket Lifecycle Cleanup Flow

Diagram

Staging Bucket Lifecycle Cleanup Flow

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A process flow showing staged files uploaded to a Cloud Storage bucket, loaded into BigQuery, then automatically deleted by the bucket's Object Lifecycle Management rule once the age condition is met, reducing storage cost.

In the Domain

How Cloud Storage Fits Into BigQuery Data Workflows

Cloud Storage is the staging layer that feeds BigQuery, and data flows from the source environment to a Cloud Storage bucket and then from the bucket into BigQuery:

Upload: Extracted files are copied from on-premises systems, another cloud, or application output into a staging bucket.
Load: Data flows from the bucket into a BigQuery dataset through a batch load, the BigQuery Data Transfer Service, Dataflow, or another transfer process.
Cleanup or retention: Source objects in the bucket are kept, moved to a lower-cost class, or deleted according to the bucket lifecycle rule.

Read it in the Domain summary

Domain 2 of 3

Configure rules to delete objects after a specified period to automatically remove unnecessary data and reduce storage expenses (e.g., BigQuery, Cloud Storage)

Read the Domain summary

Practice this Domain

25 practice questions

Practice this Domain

Last updated October 23, 2026

Domain 2 of 3

Configure rules to delete objects after a specified period to automatically remove unnecessary data and reduce storage expenses (e.g., BigQuery, Cloud Storage)

Read the Domain summary

Practice this Domain

25 practice questions

Practice this Domain

Practice questions in this domain

1.A data engineering team manages a daily-partitioned BigQuery table named telemetry_logs. To optimize storage costs and adhere to data retention guidelines, the team needs to ensure that individual partitions are automatically deleted 60 days after their partition date, while keeping the table definition and more recent partitions intact. Which SQL statement should the team execute to configure this automated retention rule?
2.A data engineering team at a retail organization uploads daily transaction log files into a Google Cloud Storage bucket. To minimize storage costs and comply with internal data retention guidelines, the team needs to automatically delete log files once they are 30 days old. Which method should the team use to configure and manage automated object deletion on the Cloud Storage bucket?
3.A media analytics organization stores daily application log files in a Google Cloud Storage bucket. Due to data compliance and cost-optimization policies, the organization requires log files to be automatically deleted once they reach 30 days of age, without requiring manual intervention or custom maintenance scripts. Which Cloud Storage feature should you configure to satisfy this requirement?

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Home
Google Cloud Exams
GCP
Associate Data Practitioner
Configure rules to delete objects after a specified period to automatically remove unnecessary data and reduce storage expenses (e.g., BigQuery, Cloud Storage)
Staging Bucket Lifecycle Cleanup Flow

Diagram

Staging Bucket Lifecycle Cleanup Flow

X LinkedIn Facebook Reddit

In the Domain

How Cloud Storage Fits Into BigQuery Data Workflows

Cloud Storage is the staging layer that feeds BigQuery, and data flows from the source environment to a Cloud Storage bucket and then from the bucket into BigQuery:

Upload: Extracted files are copied from on-premises systems, another cloud, or application output into a staging bucket.
Load: Data flows from the bucket into a BigQuery dataset through a batch load, the BigQuery Data Transfer Service, Dataflow, or another transfer process.
Cleanup or retention: Source objects in the bucket are kept, moved to a lower-cost class, or deleted according to the bucket lifecycle rule.

Read it in the Domain summary

Domain 2 of 3

Configure rules to delete objects after a specified period to automatically remove unnecessary data and reduce storage expenses (e.g., BigQuery, Cloud Storage)

Read the Domain summary

Practice this Domain

25 practice questions

Practice this Domain

Last updated October 23, 2026

Domain 2 of 3

Configure rules to delete objects after a specified period to automatically remove unnecessary data and reduce storage expenses (e.g., BigQuery, Cloud Storage)

Read the Domain summary

Practice this Domain

25 practice questions

Practice this Domain

Practice questions in this domain

1.A data engineering team manages a daily-partitioned BigQuery table named telemetry_logs. To optimize storage costs and adhere to data retention guidelines, the team needs to ensure that individual partitions are automatically deleted 60 days after their partition date, while keeping the table definition and more recent partitions intact. Which SQL statement should the team execute to configure this automated retention rule?
2.A data engineering team at a retail organization uploads daily transaction log files into a Google Cloud Storage bucket. To minimize storage costs and comply with internal data retention guidelines, the team needs to automatically delete log files once they are 30 days old. Which method should the team use to configure and manage automated object deletion on the Cloud Storage bucket?
3.A media analytics organization stores daily application log files in a Google Cloud Storage bucket. Due to data compliance and cost-optimization policies, the organization requires log files to be automatically deleted once they reach 30 days of age, without requiring manual intervention or custom maintenance scripts. Which Cloud Storage feature should you configure to satisfy this requirement?