Vantage to Azure Synapse Integration

How Datrise loads Vantage into Azure Synapse

Datrise syncs Vantage's costs, resources, providers, cost reports, tags, and budget alerts 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

Vantage: Cloud cost visibility and spend allocation.

Azure Synapse: Microsoft analytics workspace with SQL pools.

How Vantage entities map to Azure Synapse

Vantage entity	Azure Synapse object	Notes
costs	`vantage_costs`	id PK · custom fields → NVARCHAR(MAX) JSON columns
resources	`vantage_resources`	id PK · linked to vantage_costs
providers	`vantage_providers`	id PK · linked to vantage_costs
cost reports	`vantage_cost_reports`	id PK · linked to vantage_costs

FAQ

How does Datrise handle Vantage'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 Vantage 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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