Google iconGoogleSep 2, 2026 ~1 min source read

Simplify pipelines with new BigQuery identity columns

To further empower our customers in their data journey, we are excited to announce the launch of identity columns in BigQuery. This new feature allows users to define columns that automatically generate sequential 64-bit integer values, simplifying the way you manage unique identifiers within your tables.

Simplify pipelines with new BigQuery identity columns

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To further empower our customers in their data journey, we are excited to announce the launch of identity columns in BigQuery.

Data engineers are always looking for ways to make data ingestion smoother and more reliable.

This new feature allows users to define columns that automatically generate sequential 64-bit integer values, simplifying the way you manage unique identifiers within your tables.

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The useful part

To further empower our customers in their data journey, we are excited to announce the launch of identity columns in BigQuery. This new feature allows users to define columns that automatically generate sequential 64-bit integer values, simplifying the way you manage unique identifiers within your tables. Data engineers are always looking for ways to make data ingestion smoother and more reliable.

How it works

  • By shifting the responsibility of ID generation to BigQuery, you can significantly reduce the complexity of your data pipelines and focus on delivering insights.
  • Key benefits for your data pipelines Implementing identity columns provides several advantages that help streamline the development and maintenance of your data architecture.
  • You can now ingest data without needing to pre-calculate unique keys in your application logic or ETL tools.
  • By using auto-generated sequences, your SQL code becomes cleaner and easier to maintain, as the database handles key management natively.
  • Identity columns work harmoniously with standard DML operations, ensuring that every new row receives a unique identifier automatically.

What to take from it

BigQuery identity columns offer a powerful, built-in mechanism to automatically generate unique numerical values for your tables. Whether you are using INSERT or MERGE statements, identity columns adapt to your existing workflow.

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