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SYSTEM AND METHOD FOR INFERENCING OF DATA TRANSFORMATIONS THROUGH PATTERN DECOMPOSITION
SYSTEM AND METHOD FOR INFERENCING OF DATA TRANSFORMATIONS THROUGH PATTERN DECOMPOSITION
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机译:通过模式分解推断数据转换的系统和方法
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摘要
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 can provide a service to recommend actions and transformations, on an input data, based on patterns identified from the functional decomposition of a data flow for a software application, including determining possible transformations of the data flow in subsequent applications. Data flows can be decomposed into a model describing transformations of data, predicates, and business rules applied to the data, and attributes used in the data flows.
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