CoinAPI to Databricks SQL Warehouse Integration
AI-first ETL from CoinAPI into Databricks SQL Warehouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads CoinAPI into Databricks SQL Warehouse
Datrise syncs CoinAPI's exchange rates, symbols, trades, order book snapshots, OHLCV bars, and exchanges into Databricks SQL Warehouse as a Delta Lake table per source entity. Flexible or custom fields land in VARIANT or STRUCT columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMP.
Sync is incremental: Datrise uses a Delta MERGE on stable id, with change history available via time travel, so re-runs update only what changed. Delta partitioning by load date with OPTIMIZE/Z-ORDER on query keys. Datrise writes Unity Catalog–governed Delta tables, so lineage and permissions are managed centrally rather than per-notebook.
Ideal for lakehouse analytics and ML feature tables on Databricks.
Endpoints
CoinAPI: Consolidated crypto market data API.
Databricks SQL Warehouse: Lakehouse SQL endpoints over Delta tables.
How CoinAPI entities map to Databricks SQL Warehouse
| CoinAPI entity | Databricks SQL Warehouse object | Notes |
|---|---|---|
| exchange rates | coin_api_exchange_rates | TIMESTAMP events |
| symbols | coin_api_symbols | id PK · linked to coin_api_exchange_rates |
| trades | coin_api_trades | id PK · linked to coin_api_exchange_rates |
| order book snapshots | coin_api_order_book_snapshots | id PK · linked to coin_api_exchange_rates |
FAQ
How does Datrise handle CoinAPI's custom fields in Databricks SQL Warehouse?
Flexible values are stored as VARIANT or STRUCT columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Databricks SQL Warehouse types.
How does the CoinAPI to Databricks SQL Warehouse sync stay up to date?
It runs incrementally — Datrise uses a Delta MERGE on stable id, with change history available via time travel.
Related pipelines
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Early access
Connect CoinAPI to Databricks SQL Warehouse the easy way
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