DatriseAI-first ETL

Campaign Manager 360 to Azure Synapse Integration

AI-first ETL from Campaign Manager 360 into Azure Synapse. Governed entities, incremental sync, typed landing tables.

How Datrise loads Campaign Manager 360 into Azure Synapse

Datrise syncs Campaign Manager 360's campaigns, placements, creatives, impressions, clicks, and conversions 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

Campaign Manager 360: Ad serving and campaign measurement for display.

Azure Synapse: Microsoft analytics workspace with SQL pools.

How Campaign Manager 360 entities map to Azure Synapse

Campaign Manager 360 entityAzure Synapse objectNotes
campaignsdoubleclick_campaign_manager_campaignsid PK · custom fields → NVARCHAR(MAX) JSON columns
placementsdoubleclick_campaign_manager_placementsid PK · linked to doubleclick_campaign_manager_campaigns
creativesdoubleclick_campaign_manager_creativesid PK · linked to doubleclick_campaign_manager_campaigns
impressionsdoubleclick_campaign_manager_impressionsid PK · linked to doubleclick_campaign_manager_campaigns

FAQ

How does Datrise handle Campaign Manager 360'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 Campaign Manager 360 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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