MoEngage → Databricks SQL Warehouse
AI-first ETL from MoEngage into Databricks SQL Warehouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads MoEngage into Databricks SQL Warehouse
Datrise syncs MoEngage's engagement events, campaign performance, and retention behavior signals 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
MoEngage: Customer engagement source for campaigns and retention metrics.
Databricks SQL Warehouse: Lakehouse SQL endpoints over Delta tables.
How MoEngage entities map to Databricks SQL Warehouse
| MoEngage entity | Databricks SQL Warehouse object | Notes |
|---|---|---|
| engagement events | moengage_engagement_events | TIMESTAMP events |
| campaign performance | moengage_campaign_performance | id PK · linked to moengage_engagement_events |
| retention behavior signals | moengage_retention_behavior_signals | id PK · linked to moengage_engagement_events |
FAQ
How does Datrise handle MoEngage'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 MoEngage 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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More sources for Databricks SQL Warehouse
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- Oracle CX → Databricks SQL Warehouse
- Keap → Databricks SQL Warehouse
Early access
Connect MoEngage to Databricks SQL Warehouse the easy way
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