Microsoft Dynamics 365 → Databricks SQL Warehouse
AI-first ETL from Microsoft Dynamics 365 into Databricks SQL Warehouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Microsoft Dynamics 365 into Databricks SQL Warehouse
Datrise syncs Microsoft Dynamics 365's accounts, opportunities, activities, and enterprise CRM process data 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
Microsoft Dynamics 365: Microsoft enterprise CRM and ERP suite.
Databricks SQL Warehouse: Lakehouse SQL endpoints over Delta tables.
How Microsoft Dynamics 365 entities map to Databricks SQL Warehouse
| Microsoft Dynamics 365 entity | Databricks SQL Warehouse object | Notes |
|---|---|---|
| accounts | microsoft_dynamics_accounts | id PK · custom fields → VARIANT or STRUCT columns |
| opportunities | microsoft_dynamics_opportunities | id PK · linked to microsoft_dynamics_accounts |
| activities | microsoft_dynamics_activities | TIMESTAMP events |
| enterprise CRM process data | microsoft_dynamics_enterprise_crm_process_data | id PK · linked to microsoft_dynamics_accounts |
FAQ
How does Datrise handle Microsoft Dynamics 365'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 Microsoft Dynamics 365 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 Microsoft Dynamics 365
- Microsoft Dynamics 365 → ClickHouse
- Microsoft Dynamics 365 → DuckDB
- Microsoft Dynamics 365 → Amazon Athena
- Microsoft Dynamics 365 → Amazon S3 Data Lake
- Microsoft Dynamics 365 → Azure Data Lake Storage
- Microsoft Dynamics 365 → Azure Synapse
- Microsoft Dynamics 365 → Spreadsheets
- Microsoft Dynamics 365 → Airtable
- Microsoft Dynamics 365 → CSV Files
- Microsoft Dynamics 365 → MongoDB
- Microsoft Dynamics 365 → Supabase
- Microsoft Dynamics 365 → Neon
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Early access
Connect Microsoft Dynamics 365 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.