SuiteCRM → Azure Synapse
AI-first ETL from SuiteCRM into Azure Synapse. Governed entities, incremental sync, typed landing tables.
How Datrise loads SuiteCRM into Azure Synapse
Datrise syncs SuiteCRM's open-source CRM entities, custom modules, and configurable workflows 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
SuiteCRM: Open-source CRM for customizable sales and customer operations.
Azure Synapse: Microsoft analytics workspace with SQL pools.
How SuiteCRM entities map to Azure Synapse
| SuiteCRM entity | Azure Synapse object | Notes |
|---|---|---|
| open-source CRM entities | suitecrm_open_source_crm_entities | id PK · custom fields → NVARCHAR(MAX) JSON columns |
| custom modules | suitecrm_custom_modules | id PK · linked to suitecrm_open_source_crm_entities |
| configurable workflows | suitecrm_configurable_workflows | id PK · linked to suitecrm_open_source_crm_entities |
FAQ
How does Datrise handle SuiteCRM'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 SuiteCRM 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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