AppsFlyer → Databricks SQL Warehouse
AI-first ETL from AppsFlyer into Databricks SQL Warehouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads AppsFlyer into Databricks SQL Warehouse
Datrise syncs AppsFlyer's installs, in-app events, campaigns, and attribution touchpoints 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
AppsFlyer: Mobile attribution and marketing analytics platform.
Databricks SQL Warehouse: Lakehouse SQL endpoints over Delta tables.
How AppsFlyer entities map to Databricks SQL Warehouse
| AppsFlyer entity | Databricks SQL Warehouse object | Notes |
|---|---|---|
| installs | appsflyer_installs | id PK · custom fields → VARIANT or STRUCT columns |
| in-app events | appsflyer_in_app_events | TIMESTAMP events |
| campaigns | appsflyer_campaigns | id PK · linked to appsflyer_installs |
| attribution touchpoints | appsflyer_attribution_touchpoints | id PK · linked to appsflyer_installs |
FAQ
How does Datrise handle AppsFlyer'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 AppsFlyer 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
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- Google Search Console → Databricks SQL Warehouse
Early access
Connect AppsFlyer 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.