Dolibarr to Azure Synapse Integration

How Datrise loads Dolibarr into Azure Synapse

Datrise syncs Dolibarr's third parties, proposals, orders, invoices, contracts, and interventions 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

Dolibarr: Open-source ERP and CRM for small organizations.

Azure Synapse: Microsoft analytics workspace with SQL pools.

How Dolibarr entities map to Azure Synapse

Dolibarr entity	Azure Synapse object	Notes
third parties	`dolibarr_third_parties`	id PK · custom fields → NVARCHAR(MAX) JSON columns
proposals	`dolibarr_proposals`	id PK · linked to dolibarr_third_parties
orders	`dolibarr_orders`	id PK · linked to dolibarr_third_parties
invoices	`dolibarr_invoices`	id PK · linked to dolibarr_third_parties

FAQ

How does Datrise handle Dolibarr'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 Dolibarr 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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