Google Analytics 360 → Databricks SQL Warehouse
AI-first ETL from Google Analytics 360 into Databricks SQL Warehouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Google Analytics 360 into Databricks SQL Warehouse
Datrise syncs Google Analytics 360'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
Google Analytics 360: SaaS or API data source for analytics and warehouse sync.
Databricks SQL Warehouse: Lakehouse SQL endpoints over Delta tables.
How Google Analytics 360 entities map to Databricks SQL Warehouse
| Google Analytics 360 entity | Databricks SQL Warehouse object | Notes |
|---|---|---|
| records | google_analytics_360_records | id PK · custom fields → VARIANT or STRUCT columns |
| events | google_analytics_360_events | TIMESTAMP events |
| configuration objects | google_analytics_360_configuration_objects | id PK · linked to google_analytics_360_records |
FAQ
How does Datrise handle Google Analytics 360'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 Analytics 360 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 Google Analytics 360
- Google Analytics 360 → ClickHouse
- Google Analytics 360 → DuckDB
- Google Analytics 360 → Amazon Athena
- Google Analytics 360 → Amazon S3 Data Lake
- Google Analytics 360 → Azure Data Lake Storage
- Google Analytics 360 → Azure Synapse
- Google Analytics 360 → Spreadsheets
- Google Analytics 360 → Airtable
- Google Analytics 360 → CSV Files
- Google Analytics 360 → MongoDB
- Google Analytics 360 → Supabase
- Google Analytics 360 → Neon
More sources for Databricks SQL Warehouse
- Google Cloud SQL → Databricks SQL Warehouse
- Google Cloud SQL Postgresql → Databricks SQL Warehouse
- Google Cloud Storage F → Databricks SQL Warehouse
- Google Directory → Databricks SQL Warehouse
- Google Ecommerce → Databricks SQL Warehouse
- Google Pagespeed Insights → Databricks SQL Warehouse
- Google Webfonts → Databricks SQL Warehouse
- Greenhouse → Databricks SQL Warehouse
- Gridly → Databricks SQL Warehouse
- Gutendex → Databricks SQL Warehouse
- Harness → Databricks SQL Warehouse
- Harvest Forecast → Databricks SQL Warehouse
Early access
Connect Google Analytics 360 to Databricks SQL Warehouse the easy way
Skip brittle scripts and manual exports. Join the waitlist to get a guided setup, AI-assisted mapping, and reliable incremental sync for this integration.