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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