DatriseAI-first ETL

Alpha Vantage to Redash Integration

AI-first ETL from Alpha Vantage into Redash. Governed entities, incremental sync, typed landing tables.

How Datrise loads Alpha Vantage into Redash

Datrise syncs Alpha Vantage's time series quotes, symbols, technical indicators, fundamentals, and FX rates into Redash as SQL tables Redash queries and visualizes. Flexible or custom fields land in flattened columns for query results, and timestamps such as created, updated, and status changes are typed as temporal columns.

Sync is incremental: Datrise uses incremental refresh of the connected tables, so re-runs update only what changed. Date-partitioned facts for scheduled queries. Redash caches query results on a schedule, so Datrise keeps tables incrementally fresh so cached dashboards reflect reality.

Ideal for lightweight, query-driven dashboards.

Endpoints

Alpha Vantage: Market data API for equities, FX, and indicators.

Redash: Open-source SQL client for queries, visualizations, and dashboards.

How Alpha Vantage entities map to Redash

Alpha Vantage entityRedash objectNotes
time series quotesalpha_vantage_time_series_quotesid PK · custom fields → flattened columns for query results
symbolsalpha_vantage_symbolsid PK · linked to alpha_vantage_time_series_quotes
technical indicatorsalpha_vantage_technical_indicatorsid PK · linked to alpha_vantage_time_series_quotes
fundamentalsalpha_vantage_fundamentalsid PK · linked to alpha_vantage_time_series_quotes

FAQ

How does Datrise handle Alpha Vantage's custom fields in Redash?

Flexible values are stored as flattened columns for query results, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Redash types.

How does the Alpha Vantage to Redash sync stay up to date?

It runs incrementally — Datrise uses incremental refresh of the connected tables.

Related pipelines

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