Azure Blob Storage to DuckDB Integration
AI-first ETL from Azure Blob Storage into DuckDB. Governed entities, incremental sync, typed landing tables.
How Datrise loads Azure Blob Storage into DuckDB
Datrise syncs Azure Blob Storage's containers, blobs, blob metadata, snapshots, access tiers, and blob versions 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
Azure Blob Storage: Object storage for blobs and data lake files on Azure.
DuckDB: In-process analytics database for fast local OLAP.
How Azure Blob Storage entities map to DuckDB
| Azure Blob Storage entity | DuckDB object | Notes |
|---|---|---|
| containers | azureblobstorage_containers | id PK · custom fields → JSON or STRUCT columns |
| 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 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 Azure Blob Storage 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 Azure Blob Storage
- Azure Blob Storage → Amazon Athena
- Azure Blob Storage → Amazon S3 Data Lake
- Azure Blob Storage → Azure Data Lake Storage
- Azure Blob Storage → Azure Synapse
- Azure Blob Storage → Spreadsheets
- Azure Blob Storage → Airtable
- Azure Blob Storage → CSV Files
- Azure Blob Storage → MongoDB
- Azure Blob Storage → Supabase
- Azure Blob Storage → Neon
- Azure Blob Storage → PlanetScale
- Azure Blob Storage → Amazon DynamoDB
Early access
Connect Azure Blob Storage to DuckDB 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.