DatriseAI-first ETL

Campaign Manager 360 to DuckDB Integration

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

How Datrise loads Campaign Manager 360 into DuckDB

Datrise syncs Campaign Manager 360's campaigns, placements, creatives, impressions, clicks, and conversions into DuckDB as a typed table per source entity in a DuckDB file. Flexible or custom fields land in JSON or STRUCT columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMP WITH TIME ZONE.

Sync is incremental: Datrise uses rewrites changed entities into the local database (or Parquet) on each run, so re-runs update only what changed. Hive-partitioned Parquet by load date when exporting. DuckDB is single-writer and embedded, so Datrise produces a consistent file snapshot rather than concurrent streaming writes.

Ideal for local and notebook analytics without standing up a server.

Endpoints

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

DuckDB: In-process analytics database for fast local OLAP.

How Campaign Manager 360 entities map to DuckDB

Campaign Manager 360 entityDuckDB objectNotes
campaignsdoubleclick_campaign_manager_campaignsid PK · custom fields → JSON or STRUCT 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 DuckDB?

Flexible values are stored as JSON or STRUCT columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native DuckDB types.

How does the Campaign Manager 360 to DuckDB sync stay up to date?

It runs incrementally — Datrise uses rewrites changed entities into the local database (or Parquet) on each run.

Related pipelines

Early access

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