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Stateful Streaming Lakehouse
Overview
Discover how Spark Structured Streaming powers a stateful lakehouse for industrial sales and shipment data. Applicable for both batch and streaming workloads, learn how to process incremental events from OneLake and Eventstream, and explore a production-ready streaming-first reference implementation.
Class
Core
Type
Tutorial
Difficulty
Advanced
Deploy Time
~8 min
Complete Time
~30 min
Workloads
Data EngineeringReal-Time Intelligence
Fabric Items Deployed
- Lakehouse
- Eventstream
- Notebook
- SparkJobDefinition
- Environment
Scenarios
StreamingModelingBatch Processing