Microsoft Dynamics 365 → DuckDB
AI-first ETL from Microsoft Dynamics 365 into DuckDB. Governed entities, incremental sync, typed landing tables.
How Datrise loads Microsoft Dynamics 365 into DuckDB
Datrise syncs Microsoft Dynamics 365's accounts, opportunities, activities, and enterprise CRM process data into DuckDB as a typed table per source entity in a DuckDB file. Flexible or custom fields land in JSON or STRUCT columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMP WITH TIME ZONE.
Sync is incremental: Datrise uses rewrites changed entities into the local database (or Parquet) on each run, so re-runs update only what changed. Hive-partitioned Parquet by load date when exporting. DuckDB is single-writer and embedded, so Datrise produces a consistent file snapshot rather than concurrent streaming writes.
Ideal for local and notebook analytics without standing up a server.
Endpoints
Microsoft Dynamics 365: Microsoft enterprise CRM and ERP suite.
DuckDB: In-process analytics database for fast local OLAP.
How Microsoft Dynamics 365 entities map to DuckDB
| Microsoft Dynamics 365 entity | DuckDB object | Notes |
|---|---|---|
| accounts | microsoft_dynamics_accounts | id PK · custom fields → JSON or STRUCT columns |
| opportunities | microsoft_dynamics_opportunities | id PK · linked to microsoft_dynamics_accounts |
| activities | microsoft_dynamics_activities | TIMESTAMP WITH TIME ZONE 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 DuckDB?
Flexible values are stored as JSON or STRUCT columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native DuckDB types.
How does the Microsoft Dynamics 365 to DuckDB sync stay up to date?
It runs incrementally — Datrise uses rewrites changed entities into the local database (or Parquet) on each run.
Related pipelines
More destinations for Microsoft Dynamics 365
- 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
- Microsoft Dynamics 365 → PlanetScale
- Microsoft Dynamics 365 → Amazon DynamoDB
Early access
Connect Microsoft Dynamics 365 to DuckDB the easy way
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