DatriseAI-first ETL

Polygon Stock API Spotfire

AI-first ETL from Polygon Stock API into Spotfire. Governed entities, incremental sync, typed landing tables.

How Datrise loads Polygon Stock API into Spotfire

Datrise syncs Polygon Stock API's records, events, and configuration objects into Spotfire as warehouse tables or in-memory data for Spotfire analyses. Flexible or custom fields land in flattened columns for visualizations, and timestamps such as created, updated, and status changes are typed as date/time columns.

Sync is incremental: Datrise uses incremental refresh of the connected tables or in-memory data, so re-runs update only what changed. Date-partitioned facts. Spotfire can load data in-memory, so Datrise keeps the backing tables incremental so analyses refresh without full reloads.

Ideal for interactive analytical visualization and data science.

Endpoints

Polygon Stock API: SaaS or API data source for analytics and warehouse sync.

Spotfire: Visual analytics platform for interactive dashboards and data science workflows.

How Polygon Stock API entities map to Spotfire

Polygon Stock API entitySpotfire objectNotes
recordspolygon_stock_api_recordsid PK · custom fields → flattened columns for visualizations
eventspolygon_stock_api_eventsdate/time columns events
configuration objectspolygon_stock_api_configuration_objectsid PK · linked to polygon_stock_api_records

FAQ

How does Datrise handle Polygon Stock API's custom fields in Spotfire?

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

How does the Polygon Stock API to Spotfire sync stay up to date?

It runs incrementally — Datrise uses incremental refresh of the connected tables or in-memory data.

Related pipelines

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