DatriseAI-first ETL

Facebook Ads Azure Synapse

AI-first ETL from Facebook Ads into Azure Synapse. Governed entities, incremental sync, typed landing tables.

How Datrise loads Facebook Ads into Azure Synapse

Datrise syncs Facebook Ads's campaigns, ad sets, ads, spend, and conversion metrics 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

Facebook Ads: Meta paid social campaigns and performance insights.

Azure Synapse: Microsoft analytics workspace with SQL pools.

How Facebook Ads entities map to Azure Synapse

Facebook Ads entityAzure Synapse objectNotes
campaignsfacebook_ads_campaignsid PK · custom fields → NVARCHAR(MAX) JSON columns
ad setsfacebook_ads_ad_setsid PK · linked to facebook_ads_campaigns
adsfacebook_ads_adsid PK · linked to facebook_ads_campaigns
spendfacebook_ads_spendid PK · linked to facebook_ads_campaigns

FAQ

How does Datrise handle Facebook Ads'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 Facebook Ads to Azure Synapse sync stay up to date?

It runs incrementally — Datrise uses COPY into staging, then a MERGE on stable id.

Related pipelines

Early access

Connect Facebook Ads to Azure Synapse the easy way

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