DatriseAI-first ETL

Coin API Azure Synapse

AI-first ETL from Coin API into Azure Synapse. Governed entities, incremental sync, typed landing tables.

How Datrise loads Coin API into Azure Synapse

Datrise syncs Coin API's records, events, and configuration objects 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

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

Azure Synapse: Microsoft analytics workspace with SQL pools.

How Coin API entities map to Azure Synapse

Coin API entityAzure Synapse objectNotes
recordscoin_api_recordsid PK · custom fields → NVARCHAR(MAX) JSON columns
eventscoin_api_eventsdatetime2 events
configuration objectscoin_api_configuration_objectsid PK · linked to coin_api_records

FAQ

How does Datrise handle Coin API'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 Coin API 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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