Automate Data Lineage in Amazon SageMaker with AWS Glue Crawlers: A Practical Application for Ecommerce Companies

Amazon SageMaker now integrates with AWS Glue Crawlers to automatically capture data lineage for assets stored in Amazon S3 and DynamoDB. The prebuilt integration between SageMaker Catalog and Glue Crawlers supports data lineage for multiple data sources. SageMaker Unified Studio enables users to explore and discover data assets, learn about their origin, transformations, and dependencies, and subscribe to them for self-service use. The integration provides a visual lineage graph that tracks data flow over time, helping organizations understand and manage their data flows.