Azure Blob Storage to MongoDB Integration
AI-first ETL from Azure Blob Storage into MongoDB. Governed entities, incremental sync, typed landing tables.
How Datrise loads Azure Blob Storage into MongoDB
Datrise syncs Azure Blob Storage's containers, blobs, blob metadata, snapshots, access tiers, and blob versions into MongoDB as a collection per source entity. Flexible or custom fields land in native nested documents, and timestamps such as created, updated, and status changes are typed as BSON Date.
Sync is incremental: Datrise uses upserts by stable id with updateOne(upsert) on the source primary key, so re-runs update only what changed. Optional sharding on the entity id for large collections. Mongo has no fixed schema, so Datrise keeps field types consistent across documents to avoid mixed-type query surprises.
Ideal for document-oriented apps that want CRM data in their existing Mongo store.
Endpoints
Azure Blob Storage: Object storage for blobs and data lake files on Azure.
MongoDB: Document database for flexible schemas.
How Azure Blob Storage entities map to MongoDB
| Azure Blob Storage entity | MongoDB object | Notes |
|---|---|---|
| containers | azureblobstorage_containers | id PK · custom fields → native nested documents |
| blobs | azureblobstorage_blobs | id PK · linked to azureblobstorage_containers |
| blob metadata | azureblobstorage_blob_metadata | id PK · linked to azureblobstorage_containers |
| snapshots | azureblobstorage_snapshots | id PK · linked to azureblobstorage_containers |
FAQ
How does Datrise handle Azure Blob Storage's custom fields in MongoDB?
Flexible values are stored as native nested documents, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native MongoDB types.
How does the Azure Blob Storage to MongoDB sync stay up to date?
It runs incrementally — Datrise uses upserts by stable id with updateOne(upsert) on the source primary key.
Related pipelines
More destinations for Azure Blob Storage
- Azure Blob Storage → Supabase
- Azure Blob Storage → Neon
- Azure Blob Storage → PlanetScale
- Azure Blob Storage → Amazon DynamoDB
- Azure Blob Storage → Looker
- Azure Blob Storage → Looker Studio
- Azure Blob Storage → Microsoft Power BI
- Azure Blob Storage → Tableau
- Azure Blob Storage → Apache Superset
- Azure Blob Storage → Metabase
- Azure Blob Storage → Amazon QuickSight
- Azure Blob Storage → Domo
Early access
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