DatriseAI-first ETL

CoinGecko to Databricks SQL Warehouse Integration

AI-first ETL from CoinGecko into Databricks SQL Warehouse. Governed entities, incremental sync, typed landing tables.

How Datrise loads CoinGecko into Databricks SQL Warehouse

Datrise syncs CoinGecko's coins, market prices, market caps, trading volumes, exchanges, and price history 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

CoinGecko: Cryptocurrency prices and market data.

Databricks SQL Warehouse: Lakehouse SQL endpoints over Delta tables.

How CoinGecko entities map to Databricks SQL Warehouse

CoinGecko entityDatabricks SQL Warehouse objectNotes
coinscoingecko_coins_coinsid PK · custom fields → VARIANT or STRUCT columns
market pricescoingecko_coins_market_pricesid PK · linked to coingecko_coins_coins
market capscoingecko_coins_market_capsid PK · linked to coingecko_coins_coins
trading volumescoingecko_coins_trading_volumesid PK · linked to coingecko_coins_coins

FAQ

How does Datrise handle CoinGecko'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 CoinGecko 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

Early access

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