LINEAGE-DRIVEN SOURCE CODE GENERATION FOR BUILDING, TESTING, DEPLOYING, AND MAINTAINING DATA MARTS AND DATA PIPELINES
Patent №
US 11,675,690
Granted
2023-06-13
Filed 2021
Owner
CAPITAL ONE SERVICES, LLC
Lab
—
AI components
4
nlp · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
17303852
In some implementations, an analytics platform may process a data lineage configuration to identify one or more data sources storing one or more data sets associated with a data analytics use case and identify one or more data relations associated with the one or more data sets. The analytics platform may parse a source code template defining one or more functions to build a data mart and a data pipeline that enables the data analytics use case. The source code template may include one or more tokens to specify elements that define the one or more data sources, data sets, and data relations identified in the data lineage configuration. The analytics platform may automatically generate source code that is executable to build a data mart and a data pipeline to enable the data analytics use case based on the data lineage configuration and the source code template.
AI classification
Ownership
CAPITAL ONE SERVICES, LLC
assignment · 564890328
Assignors
MUDUMBA, VENKATESHWARA
On an employer assignment, the assignors are typically the inventors.