MongoDB → Holistics
AI-first ETL from MongoDB into Holistics. Governed entities, incremental sync, typed landing tables.
How Datrise loads MongoDB into Holistics
Datrise syncs MongoDB's collections, documents, change streams, and schema snapshots into Holistics as warehouse tables modeled in Holistics. Flexible or custom fields land in flattened columns for the modeling layer, and timestamps such as created, updated, and status changes are typed as date/time dimensions.
Sync is incremental: Datrise uses incremental refresh of the modeled tables, so re-runs update only what changed. Date-partitioned facts for fast aggregates. Holistics models data as code on top of SQL, so Datrise lands stable column names to keep your models from drifting.
Ideal for as-code BI modeling on a warehouse.
Endpoints
MongoDB: Document database often used as an operational source for analytics.
Holistics: Self-service BI with modeling layers and scheduled report delivery.
How MongoDB entities map to Holistics
| MongoDB entity | Holistics object | Notes |
|---|---|---|
| collections | mongodb_collections | id PK · custom fields → flattened columns for the modeling layer |
| documents | mongodb_documents | id PK · linked to mongodb_collections |
| change streams | mongodb_change_streams | date/time dimensions events |
| schema snapshots | mongodb_schema_snapshots | id PK · linked to mongodb_collections |
FAQ
How does Datrise handle MongoDB's custom fields in Holistics?
Flexible values are stored as flattened columns for the modeling layer, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Holistics types.
How does the MongoDB to Holistics sync stay up to date?
It runs incrementally — Datrise uses incremental refresh of the modeled tables.
Related pipelines
More destinations for MongoDB
Early access
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