Merge to Google BigQuery Integration
AI-first ETL from Merge into Google BigQuery. Governed entities, incremental sync, typed landing tables.
How Datrise loads Merge into Google BigQuery
Datrise syncs Merge's linked accounts, employees, candidates, contacts, invoices, and sync statuses into Google BigQuery as a partitioned table per source entity. Flexible or custom fields land in JSON or nested/repeated (STRUCT) columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMP.
Sync is incremental: Datrise uses appends to a staging table, then MERGE on stable id into the partitioned target, so re-runs update only what changed. Partition by ingestion or event date and cluster by entity id to keep scanned bytes low. BigQuery bills by bytes scanned, so Datrise partitions and clusters every table to keep query costs predictable.
Ideal for Google-stack analytics and ML on serverless infrastructure.
Endpoints
Merge: Unified API across HR, CRM, and accounting tools.
Google BigQuery: Serverless analytics warehouse on GCP.
How Merge entities map to Google BigQuery
| Merge entity | Google BigQuery object | Notes |
|---|---|---|
| linked accounts | merge_linked_accounts | id PK · custom fields → JSON or nested/repeated (STRUCT) columns |
| employees | merge_employees | id PK · linked to merge_linked_accounts |
| candidates | merge_candidates | id PK · linked to merge_linked_accounts |
| contacts | merge_contacts | id PK · linked to merge_linked_accounts |
FAQ
How does Datrise handle Merge's custom fields in Google BigQuery?
Flexible values are stored as JSON or nested/repeated (STRUCT) columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Google BigQuery types.
How does the Merge to Google BigQuery sync stay up to date?
It runs incrementally — Datrise uses appends to a staging table, then MERGE on stable id into the partitioned target.
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Early access
Connect Merge to Google BigQuery the easy way
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