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BigQuery

Best Practices

Data Ingestion

Orchestration

Security

Observability

FinOps

Billing Export to BigQuery

Enable billing export to BigQuery for projects with consent from customer. This gives you access to billing data for all services in the project. Learn more

Data Retention

Describes time travel and fail-safe data retention windows for datasets. They can be set at:

  1. Table level
  2. Dataset level
  3. Project level

Info

Use Table Snapshots for one-off/backup at particular time

Common Operations

Performing Data Tests/Fixes

Community Tools

bigfunctions - Supercharge BigQuery with BigFunctions