Revert data to a previous state
Configure exception handling
Configure batch retention
Read from and write to a delta lake
Create a stream processing solution by using Stream Analytics and Azure Event Hubs
Process data by using Spark structured streaming
Create windowed aggregates
Process data across partitions
Process within one partition
Configure checkpoints and watermarking during processing
Create tests for data pipelines
Optimize pipelines for analytical or transactional purposes