Snapchat Ads to Databricks SQL Warehouse Integration
AI-first ETL from Snapchat Ads into Databricks SQL Warehouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Snapchat Ads into Databricks SQL Warehouse
Datrise syncs Snapchat Ads's campaigns, ad squads, ads, creatives, spend, and conversion metrics into Databricks SQL Warehouse as a Delta Lake table per source entity. Flexible or custom fields land in VARIANT or STRUCT columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMP.
Sync is incremental: Datrise uses a Delta MERGE on stable id, with change history available via time travel, so re-runs update only what changed. Delta partitioning by load date with OPTIMIZE/Z-ORDER on query keys. Datrise writes Unity Catalog–governed Delta tables, so lineage and permissions are managed centrally rather than per-notebook.
Ideal for lakehouse analytics and ML feature tables on Databricks.
Endpoints
Snapchat Ads: Paid campaigns across Snapchat placements.
Databricks SQL Warehouse: Lakehouse SQL endpoints over Delta tables.
How Snapchat Ads entities map to Databricks SQL Warehouse
| Snapchat Ads entity | Databricks SQL Warehouse object | Notes |
|---|---|---|
| campaigns | snapchat_ads_campaigns | id PK · custom fields → VARIANT or STRUCT columns |
| ad squads | snapchat_ads_ad_squads | id PK · linked to snapchat_ads_campaigns |
| ads | snapchat_ads_ads | id PK · linked to snapchat_ads_campaigns |
| creatives | snapchat_ads_creatives | id PK · linked to snapchat_ads_campaigns |
FAQ
How does Datrise handle Snapchat Ads's custom fields in Databricks SQL Warehouse?
Flexible values are stored as VARIANT or STRUCT columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Databricks SQL Warehouse types.
How does the Snapchat Ads to Databricks SQL Warehouse sync stay up to date?
It runs incrementally — Datrise uses a Delta MERGE on stable id, with change history available via time travel.
Related pipelines
More destinations for Snapchat Ads
- Snapchat Ads → ClickHouse
- Snapchat Ads → DuckDB
- Snapchat Ads → Amazon Athena
- Snapchat Ads → Amazon S3 Data Lake
- Snapchat Ads → Azure Data Lake Storage
- Snapchat Ads → Azure Synapse
- Snapchat Ads → Spreadsheets
- Snapchat Ads → Airtable
- Snapchat Ads → CSV Files
- Snapchat Ads → MongoDB
- Snapchat Ads → Supabase
- Snapchat Ads → Neon
More sources for Databricks SQL Warehouse
- Snowflake → Databricks SQL Warehouse
- Snowplow → Databricks SQL Warehouse
- SonarCloud → Databricks SQL Warehouse
- Amazon DynamoDB → Databricks SQL Warehouse
- SparkPost → Databricks SQL Warehouse
- StackAdapt → Databricks SQL Warehouse
- Statuspage → Databricks SQL Warehouse
- SurveyCTO → Databricks SQL Warehouse
- SurveySparrow → Databricks SQL Warehouse
- Taboola → Databricks SQL Warehouse
- Tempo → Databricks SQL Warehouse
- Teradata → Databricks SQL Warehouse
Early access
Connect Snapchat Ads to Databricks SQL Warehouse 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.