Building End-to-End Data Lineage for One-Time and Complex Queries Using Amazon Athena, Amazon Redshift, Amazon Neptune, and dbt
Article Written: December 12, 2024
Added:
Type: tech2
Summary
This article discusses the challenges and solutions for building end-to-end data lineage in enterprise data analytics, particularly for one-time and complex queries. It highlights the use of Amazon Athena, Amazon Redshift, Amazon Neptune, and dbt to create a unified data modeling language across different platforms. The authors explain how to automate the data lineage generation process using AWS services like Lambda and Step Functions, ensuring accuracy and scalability. The article provides insights into the architecture and implementation details necessary for effective data lineage tracking.