Yotpo → Azure Synapse
AI-first ETL from Yotpo into Azure Synapse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Yotpo into Azure Synapse
Datrise syncs Yotpo's reviews, loyalty members, redemptions, and campaign events 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
Yotpo: Reviews and loyalty marketing for e-commerce brands.
Azure Synapse: Microsoft analytics workspace with SQL pools.
How Yotpo entities map to Azure Synapse
| Yotpo entity | Azure Synapse object | Notes |
|---|---|---|
| reviews | yotpo_reviews | id PK · custom fields → NVARCHAR(MAX) JSON columns |
| loyalty members | yotpo_loyalty_members | id PK · linked to yotpo_reviews |
| redemptions | yotpo_redemptions | id PK · linked to yotpo_reviews |
| campaign events | yotpo_campaign_events | datetime2 events |
FAQ
How does Datrise handle Yotpo'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 Yotpo to Azure Synapse sync stay up to date?
It runs incrementally — Datrise uses COPY into staging, then a MERGE on stable id.
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