Aha to Azure Synapse Integration

How Datrise loads Aha into Azure Synapse

Datrise syncs Aha's features, releases, initiatives, ideas, goals, and epics 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

Aha: Product roadmapping and release planning.

Azure Synapse: Microsoft analytics workspace with SQL pools.

How Aha entities map to Azure Synapse

Aha entity	Azure Synapse object	Notes
features	`aha_features`	id PK · custom fields → NVARCHAR(MAX) JSON columns
releases	`aha_releases`	id PK · linked to aha_features
initiatives	`aha_initiatives`	id PK · linked to aha_features
ideas	`aha_ideas`	id PK · linked to aha_features

FAQ

How does Datrise handle Aha'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 Aha 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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