Microsoft Dataverse to DuckDB Integration
AI-first ETL from Microsoft Dataverse into DuckDB. Governed entities, incremental sync, typed landing tables.
How Datrise loads Microsoft Dataverse into DuckDB
Datrise syncs Microsoft Dataverse's tables, rows, columns, relationships, choice sets, and change tracking 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 Dataverse: Business data platform behind Dynamics and Power Apps.
DuckDB: In-process analytics database for fast local OLAP.
How Microsoft Dataverse entities map to DuckDB
| Microsoft Dataverse entity | DuckDB object | Notes |
|---|---|---|
| tables | microsoft_dataverse_tables | id PK · custom fields → JSON or STRUCT columns |
| rows | microsoft_dataverse_rows | id PK · linked to microsoft_dataverse_tables |
| columns | microsoft_dataverse_columns | id PK · linked to microsoft_dataverse_tables |
| relationships | microsoft_dataverse_relationships | id PK · linked to microsoft_dataverse_tables |
FAQ
How does Datrise handle Microsoft Dataverse'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 Dataverse 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 Dataverse
- Microsoft Dataverse → Amazon Athena
- Microsoft Dataverse → Amazon S3 Data Lake
- Microsoft Dataverse → Azure Data Lake Storage
- Microsoft Dataverse → Azure Synapse
- Microsoft Dataverse → Spreadsheets
- Microsoft Dataverse → Airtable
- Microsoft Dataverse → CSV Files
- Microsoft Dataverse → MongoDB
- Microsoft Dataverse → Supabase
- Microsoft Dataverse → Neon
- Microsoft Dataverse → PlanetScale
- Microsoft Dataverse → Amazon DynamoDB
Early access
Connect Microsoft Dataverse to DuckDB the easy way
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