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BigQuery Migration Validator

Data Science & Analytics

Validates that tables migrated to BigQuery match their source (Teradata, Snowflake, Oracle, Redshift, Databricks, PostgreSQL, SQL Server, MySQL, MariaDB, Hive, Impala, Vertica) with the BigQuery Migration Service (BQMS) validation tool: schema and data type comparison, column aggregate comparison, and row-level data comparison. Use when generating or editing a validation config, running a validation, choosing sampling or partitioning, fixing connection or driver errors, or investigating validation results in BigQuery and Cloud Storage to decide which mismatches to fix. Don't use for SQL translation (use bigquery-migration-sql-translator), extracting source database catalog metadata or query logs, generating SQL scripts (such as COPY INTO) or exporting or unloading source tables to Parquet on Cloud Storage, loading staged files into BigQuery (such as bq load), or general BigQuery query failures and tuning (use bigquery-troubleshooting or bigquery-optimization).

Publisher / source

Google Skills (Verified)

Upstream record

google/skills

Version

Version 1

Published

2026-11-13

Publication review

Approved for publication

Content fingerprint

41f209bf499b56fc35b72d6d287d10b82dc0e24eb93428ed5918d02e054aa60b

Review before you use it

Publication approval is a recorded review state, not a guarantee of safe execution. Check the upstream license, required tools and permissions, and test in your intended client.

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Source: https://prompeteer.ai/skills-hub/a8ac4475-cbe2-464b-8485-ed9c6bade519