Platform Purple to Azure Synapse Integration

How Datrise loads Platform Purple into Azure Synapse

Datrise syncs Platform Purple's licenses, products, customers, activations, entitlements, and orders 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

Platform Purple: Software licensing, entitlements, and activations.

Azure Synapse: Microsoft analytics workspace with SQL pools.

How Platform Purple entities map to Azure Synapse

Platform Purple entity	Azure Synapse object	Notes
licenses	`platform_purple_licenses`	id PK · custom fields → NVARCHAR(MAX) JSON columns
products	`platform_purple_products`	id PK · linked to platform_purple_licenses
customers	`platform_purple_customers`	id PK · linked to platform_purple_licenses
activations	`platform_purple_activations`	id PK · linked to platform_purple_licenses

FAQ

How does Datrise handle Platform Purple'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 Platform Purple 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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