公开(公告)号：US20180052861A1

公开(公告)日：2018-02-22

申请号：US15683563

申请日：2017-08-22

Applicant: ORACLE INTERNATIONAL CORPORATION

Inventor： Ganesh Seetharaman ,  Alexander Sasha Stojanovic ,  Hassan Heidari Namarvar ,  David Allan

IPC: G06F17/30 ,  G06F17/27 ,  G06N99/00 ,  G06F3/042

Abstract: In accordance with various embodiments, described herein is a system (Data Artificial Intelligence system, Data AI system), for use with a data integration or other computing environment, that leverages machine learning (ML, DataFlow Machine Learning, DFML), for use in managing a flow of data (dataflow, DF), and building complex dataflow software applications (dataflow applications, pipelines). In accordance with an embodiment, the system provides a programmatic interface, referred to herein in some embodiments as a foreign function interface, by which a user or third-party can define a service, functional and business types, semantic actions, and patterns or predefined complex data flows based on functional and business types, in a declarative manner, to extend the functionality of the system.