DatriseAI-first ETL

Google Sheets Databricks SQL Warehouse

AI-first ETL from Google Sheets into Databricks SQL Warehouse. Governed entities, incremental sync, typed landing tables.

How Datrise loads Google Sheets into Databricks SQL Warehouse

Datrise syncs Google Sheets's spreadsheet-based CRM rows, updates, and operational workflow tables into Databricks SQL Warehouse as a Delta Lake table per source entity. Flexible or custom fields land in VARIANT or STRUCT columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMP.

Sync is incremental: Datrise uses a Delta MERGE on stable id, with change history available via time travel, so re-runs update only what changed. Delta partitioning by load date with OPTIMIZE/Z-ORDER on query keys. Datrise writes Unity Catalog–governed Delta tables, so lineage and permissions are managed centrally rather than per-notebook.

Ideal for lakehouse analytics and ML feature tables on Databricks.

Endpoints

Google Sheets: Spreadsheet CRM workflows and lightweight pipelines.

Databricks SQL Warehouse: Lakehouse SQL endpoints over Delta tables.

How Google Sheets entities map to Databricks SQL Warehouse

Google Sheets entityDatabricks SQL Warehouse objectNotes
spreadsheet-based CRM rowsgoogle_sheets_spreadsheet_based_crm_rowsid PK · custom fields → VARIANT or STRUCT columns
updatesgoogle_sheets_updatesid PK · linked to google_sheets_spreadsheet_based_crm_rows
operational workflow tablesgoogle_sheets_operational_workflow_tablesid PK · linked to google_sheets_spreadsheet_based_crm_rows

FAQ

How does Datrise handle Google Sheets's custom fields in Databricks SQL Warehouse?

Flexible values are stored as VARIANT or STRUCT columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Databricks SQL Warehouse types.

How does the Google Sheets to Databricks SQL Warehouse sync stay up to date?

It runs incrementally — Datrise uses a Delta MERGE on stable id, with change history available via time travel.

Related pipelines

Early access

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