Autopilot Activities → Databricks SQL Warehouse
AI-first ETL from Autopilot Activities into Databricks SQL Warehouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Autopilot Activities into Databricks SQL Warehouse
Datrise syncs Autopilot Activities's records, events, and configuration objects 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
Autopilot Activities: SaaS or API data source for analytics and warehouse sync.
Databricks SQL Warehouse: Lakehouse SQL endpoints over Delta tables.
How Autopilot Activities entities map to Databricks SQL Warehouse
| Autopilot Activities entity | Databricks SQL Warehouse object | Notes |
|---|---|---|
| records | autopilot_activities_records | id PK · custom fields → VARIANT or STRUCT columns |
| events | autopilot_activities_events | TIMESTAMP events |
| configuration objects | autopilot_activities_configuration_objects | id PK · linked to autopilot_activities_records |
FAQ
How does Datrise handle Autopilot Activities'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 Autopilot Activities 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
More destinations for Autopilot Activities
- Autopilot Activities → ClickHouse
- Autopilot Activities → DuckDB
- Autopilot Activities → Amazon Athena
- Autopilot Activities → Amazon S3 Data Lake
- Autopilot Activities → Azure Data Lake Storage
- Autopilot Activities → Azure Synapse
- Autopilot Activities → Spreadsheets
- Autopilot Activities → Airtable
- Autopilot Activities → CSV Files
- Autopilot Activities → MongoDB
- Autopilot Activities → Supabase
- Autopilot Activities → Neon
More sources for Databricks SQL Warehouse
- Aws Cloudtrail → Databricks SQL Warehouse
- Azure Table Storage → Databricks SQL Warehouse
- Azureblobstorage → Databricks SQL Warehouse
- Babelforce → Databricks SQL Warehouse
- Bigcommerce → Databricks SQL Warehouse
- Bigquery → Databricks SQL Warehouse
- Branch → Databricks SQL Warehouse
- Braze → Databricks SQL Warehouse
- Breezometer → Databricks SQL Warehouse
- Bronto → Databricks SQL Warehouse
- Callrail → Databricks SQL Warehouse
- Campaign Monitor → Databricks SQL Warehouse
Early access
Connect Autopilot Activities to Databricks SQL Warehouse the easy way
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