Deputy to Databricks SQL Warehouse Integration
AI-first ETL from Deputy into Databricks SQL Warehouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Deputy into Databricks SQL Warehouse
Datrise syncs Deputy's employees, shifts, timesheets, locations, leave requests, and pay rates 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
Deputy: Workforce scheduling and timesheet management.
Databricks SQL Warehouse: Lakehouse SQL endpoints over Delta tables.
How Deputy entities map to Databricks SQL Warehouse
| Deputy entity | Databricks SQL Warehouse object | Notes |
|---|---|---|
| employees | deputy_employees | id PK · custom fields → VARIANT or STRUCT columns |
| shifts | deputy_shifts | id PK · linked to deputy_employees |
| timesheets | deputy_timesheets | id PK · linked to deputy_employees |
| locations | deputy_locations | id PK · linked to deputy_employees |
FAQ
How does Datrise handle Deputy'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 Deputy 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
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- Excel File → Databricks SQL Warehouse
- Exchange Rates API → Databricks SQL Warehouse
Early access
Connect Deputy to Databricks SQL Warehouse the easy way
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