Alpha Vantage → DuckDB
AI-first ETL from Alpha Vantage into DuckDB. Governed entities, incremental sync, typed landing tables.
How Datrise loads Alpha Vantage into DuckDB
Datrise syncs Alpha Vantage's records, events, and configuration objects 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
Alpha Vantage: SaaS or API data source for analytics and warehouse sync.
DuckDB: In-process analytics database for fast local OLAP.
How Alpha Vantage entities map to DuckDB
| Alpha Vantage entity | DuckDB object | Notes |
|---|---|---|
| records | alpha_vantage_records | id PK · custom fields → JSON or STRUCT columns |
| events | alpha_vantage_events | TIMESTAMP WITH TIME ZONE events |
| configuration objects | alpha_vantage_configuration_objects | id PK · linked to alpha_vantage_records |
FAQ
How does Datrise handle Alpha Vantage'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 Alpha Vantage 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 Alpha Vantage
- Alpha Vantage → Amazon Athena
- Alpha Vantage → Amazon S3 Data Lake
- Alpha Vantage → Azure Data Lake Storage
- Alpha Vantage → Azure Synapse
- Alpha Vantage → Spreadsheets
- Alpha Vantage → Airtable
- Alpha Vantage → CSV Files
- Alpha Vantage → MongoDB
- Alpha Vantage → Supabase
- Alpha Vantage → Neon
- Alpha Vantage → PlanetScale
- Alpha Vantage → Amazon DynamoDB
Early access
Connect Alpha Vantage 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.