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Analysis model construction method and system based on data flow hybrid arrangement

A hybrid arrangement and analysis model technology, applied in the direction of software design, etc., to achieve the effect of lowering the threshold, improving efficiency, and saving time and cost

Active Publication Date: 2020-12-25
中科天玑数据科技股份有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0007] The purpose of the present invention is to provide a method and system for constructing an analysis model based on data stream hybrid arrangement that can be better used to solve at least one technical problem in the prior art

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  • Analysis model construction method and system based on data flow hybrid arrangement
  • Analysis model construction method and system based on data flow hybrid arrangement

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Embodiment

[0070] Such as figure 1 As shown, the present invention provides a method for constructing an analysis model based on the hybrid arrangement of data streams, and the method for constructing an analysis model based on the hybrid arrangement of data flows includes the following steps:

[0071] Step S100, based on the data flow of the analysis task, the analysis task is disassembled into A 1 ,A 2 …A n processing subtasks;

[0072] Step S200, for each processing subtask, define each module A n Input input, Output output and processing logic;

[0073] Step S300, encapsulating the analysis task into a directed acyclic data flow graph DataflowGraph of Json structure, which contains component nodes and edges;

[0074] Step S400, converting the data flow graph into a Workflow Graph in Xml format;

[0075] Step S500, parsing the Workflow task flow diagram and performing dispatch scheduling;

[0076] Step S600, returning the execution results of each processing subtask to obtain t...

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Abstract

The invention provides an analysis model construction method based on data flow hybrid arrangement, and the method comprises the following steps: splitting a processing subtask, receiving the data flow of an analysis task, and splitting the analysis task into the processing subtask according to an analysis flow; modifying the processing subtasks, and defining data input, data output and processinglogic for the processing subtasks; packaging the analysis task, and packaging the analysis task into a data flow diagram of a coding structure; converting a language format, and converting the data flow diagram into a task flow diagram in a markup language format; carrying out scheduling execution: analyzing the task flow graph, and carrying out distribution scheduling execution; and generating an analysis result, and returning an execution result of scheduling execution to obtain the analysis result. The invention further provides an analysis model construction system based on data flow hybrid arrangement. The problems that in the data analysis modeling process, the modeling mode is single, the modeling process is complex, and hybrid operation support is lacked can be solved.

Description

Technical field: [0001] The present invention relates to the technical field of data analysis model construction, in particular to a method and system for constructing an analysis model based on data stream hybrid arrangement. Background technique: [0002] With the rapid development of IT and communication technologies such as the World Wide Web, the Internet, the Internet of Things, cloud computing, and triple play, the rapid growth of data has become a severe challenge and a rare opportunity for many industries. The information society has entered the network Compared with traditional data, big data has the characteristics of huge volume, various modes, extremely fast growth, and sparse value. However, to mine big value from big data often involves preprocessing, analysis and mining. , Knowledge inference, decision-making research and judgment, visual interaction, domain application and other lengthy analysis links, these characteristics make the traditional analysis and ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F8/20
CPCG06F8/20G06F8/24
Inventor 陈欣洁李建广余智华袁宝东冯凯
Owner 中科天玑数据科技股份有限公司