data-analytics

Generate an AWS data pipeline PlantUML diagram by applying left-to-right layout rules, mxgraph.aws4 stencil naming for S3 and Glue, and specific arrow conventions for batch versus streaming flows.

Visualize real-time streaming architecture in PlantUML using specific arrow conventions for streaming flows, mxgraph.aws4 stencils for Kinesis and Lambda, and standard start and end tags for reproducible diagrams.

Use mxgraph AWS stencils for data lake and warehouse architecture diagrams by mapping standardized icon names for S3, Redshift, and Glue to ensure consistent and accurate PlantUML visualizations.

Represent batch versus streaming flows in PlantUML data architecture by applying distinct arrow conventions for each flow type within a left-to-right pipeline layout to clarify data movement.

This approach supports ETL pipeline design for ML feature stores by providing PlantUML patterns and mxgraph.aws4 stencil mappings to accurately diagram data ingestion, transformation, and serving layers.

Standard PlantUML start and end tags are needed for data pipeline diagrams to ensure valid syntax parsing, maintain reproducible architecture layouts, and accurately render batch and streaming flow connections.