Alpha Vantage to Azure Synapse Integration
AI-first ETL from Alpha Vantage into Azure Synapse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Alpha Vantage into Azure Synapse
Datrise syncs Alpha Vantage's time series quotes, symbols, technical indicators, fundamentals, and FX rates into Azure Synapse as a typed table per source entity. Flexible or custom fields land in NVARCHAR(MAX) JSON columns, and timestamps such as created, updated, and status changes are typed as datetime2.
Sync is incremental: Datrise uses COPY into staging, then a MERGE on stable id, so re-runs update only what changed. Hash distribution on the join id with date partitioning on facts. Synapse dedicated pools reward good hash-distribution choices, so Datrise distributes on entity ids to avoid data-movement-heavy joins.
Ideal for Azure analytics estates feeding Power BI.
Endpoints
Alpha Vantage: Market data API for equities, FX, and indicators.
Azure Synapse: Microsoft analytics workspace with SQL pools.
How Alpha Vantage entities map to Azure Synapse
| Alpha Vantage entity | Azure Synapse object | Notes |
|---|---|---|
| time series quotes | alpha_vantage_time_series_quotes | id PK · custom fields → NVARCHAR(MAX) JSON columns |
| symbols | alpha_vantage_symbols | id PK · linked to alpha_vantage_time_series_quotes |
| technical indicators | alpha_vantage_technical_indicators | id PK · linked to alpha_vantage_time_series_quotes |
| fundamentals | alpha_vantage_fundamentals | id PK · linked to alpha_vantage_time_series_quotes |
FAQ
How does Datrise handle Alpha Vantage's custom fields in Azure Synapse?
Flexible values are stored as NVARCHAR(MAX) JSON columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Azure Synapse types.
How does the Alpha Vantage to Azure Synapse sync stay up to date?
It runs incrementally — Datrise uses COPY into staging, then a MERGE on stable id.
Related pipelines
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Early access
Connect Alpha Vantage to Azure Synapse the easy way
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