Taboola to Birst Integration
AI-first ETL from Taboola into Birst. Governed entities, incremental sync, typed landing tables.
How Datrise loads Taboola into Birst
Datrise syncs Taboola's campaigns, campaign items, sites, spend, clicks, and conversions into Birst as warehouse tables for Birst's automated star schema. Flexible or custom fields land in flattened columns, and timestamps such as created, updated, and status changes are typed as date/time dimensions.
Sync is incremental: Datrise uses incremental refresh of the source tables Birst ingests, so re-runs update only what changed. Date-partitioned facts. Birst builds its own semantic layer, so Datrise lands conformed, well-keyed tables it can automate against.
Ideal for networked, governed enterprise BI.
Endpoints
Taboola: Content recommendation and native advertising.
Birst: Cloud BI with networked analytics and enterprise semantic layers.
How Taboola entities map to Birst
| Taboola entity | Birst object | Notes |
|---|---|---|
| campaigns | taboola_campaigns | id PK · custom fields → flattened columns |
| campaign items | taboola_campaign_items | id PK · linked to taboola_campaigns |
| sites | taboola_sites | id PK · linked to taboola_campaigns |
| spend | taboola_spend | id PK · linked to taboola_campaigns |
FAQ
How does Datrise handle Taboola's custom fields in Birst?
Flexible values are stored as flattened columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Birst types.
How does the Taboola to Birst sync stay up to date?
It runs incrementally — Datrise uses incremental refresh of the source tables Birst ingests.
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