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.

Natural languageKnowledge representationPlanningAI hardwareG06F 11/3684G06F 11/3688G06F 8/30G06F 8/427G06F 16/254

AI classification

Knowledge representation1.00
Natural language1.00
AI hardware1.00
Planning0.98
Machine learning0.06
Vision0.01
Speech0.00
Evolutionary computation0.00

Ownership

CAPITAL ONE SERVICES, LLC

assignment · 564890328

Assignors

MUDUMBA, VENKATESHWARA

On an employer assignment, the assignors are typically the inventors.

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