公开(公告)号：US20240362246A1

公开(公告)日：2024-10-31

申请号：US18308050

申请日：2023-04-27

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： KALAPRIYA KANNAN ,  CHIRAG TALREJA ,  CHINMAY CHATURVEDI ,  SAGAR VENKAPPA NYAMAGOUDA ,  JAYASANKAR NALLASAMY ,  PRASAD PIMPLASKAR

IPC: G06F16/25 ,  G06F16/215 ,  G06N20/00

CPC classification number: G06F16/254 ,  G06F16/215 ,  G06N20/00

Abstract: Systems and methods are provided for generating extract-transform-load (“ETL”) machine learning (“ML”) pipeline validation rules based on user-input, wherein the ETL ML pipeline validation rules may be applicable to validate an ETL ML pipeline against multiple test datasets. The ETL ML pipeline validation rules may comprise compute-type validation rules for computing expected values of data structures within a dataset output by the ETL ML pipeline. The ETL ML pipeline validation rules may comprise check-type validation rules for checking whether data structures within a dataset output by the ETL ML pipeline have intended characteristics.