Facebook Ads → DuckDB
AI-first ETL from Facebook Ads into DuckDB. Governed entities, incremental sync, typed landing tables.
How Datrise loads Facebook Ads into DuckDB
Datrise syncs Facebook Ads's campaigns, ad sets, ads, spend, and conversion metrics 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
Facebook Ads: Meta paid social campaigns and performance insights.
DuckDB: In-process analytics database for fast local OLAP.
How Facebook Ads entities map to DuckDB
| Facebook Ads entity | DuckDB object | Notes |
|---|---|---|
| campaigns | facebook_ads_campaigns | id PK · custom fields → JSON or STRUCT columns |
| ad sets | facebook_ads_ad_sets | id PK · linked to facebook_ads_campaigns |
| ads | facebook_ads_ads | id PK · linked to facebook_ads_campaigns |
| spend | facebook_ads_spend | id PK · linked to facebook_ads_campaigns |
FAQ
How does Datrise handle Facebook Ads'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 Facebook Ads 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
More destinations for Facebook Ads
- Facebook Ads → Amazon Athena
- Facebook Ads → Amazon S3 Data Lake
- Facebook Ads → Azure Data Lake Storage
- Facebook Ads → Azure Synapse
- Facebook Ads → Spreadsheets
- Facebook Ads → Airtable
- Facebook Ads → CSV Files
- Facebook Ads → MongoDB
- Facebook Ads → Supabase
- Facebook Ads → Neon
- Facebook Ads → PlanetScale
- Facebook Ads → Amazon DynamoDB
Early access
Connect Facebook Ads to DuckDB the easy way
Skip brittle scripts and manual exports. Join the waitlist to get a guided setup, AI-assisted mapping, and reliable incremental sync for this integration.