Real-Time Streaming Toolkit
Configure a Databricks streaming pipeline and watch micro-batches flow with live throughput, latency, and watermark handling.
Streaming Pipeline Configurator
Pick a source and trigger, then run the pipeline to see micro-batches process events end to end.
Live Pipeline Trace
Configure & run the simulation
Included with Real-Time Streaming Toolkit
The complete Real-Time Streaming Toolkit package includes:
- structured-streaming/kafkasource.py
- structured-streaming/eventhubsource.py
- structured-streaming/deduplication.py
- dlt/streamingmedallion.py
- dlt/expectationslibrary.py
- monitoring/streamingdashboard.sql
Get the Full Real-Time Streaming Toolkit
This interactive demo shows a preview of the product. Purchase the full version for source code, documentation, and lifetime updates.
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Interactive demo — features are simulated. Purchase the full version for complete functionality.