Data analysis software architecture design method realizing storage-calculation-display global configuration

Abstract

The invention provides a data analysis software architecture design method realizing storage-calculation-display global configuration, and relates to the technical field of software system architecture. According to the method, a data analysis software architecture is divided into an interface layer, an analysis layer, a data access layer and a plug-in layer, and the sum of the data access layer,the analysis layer and the interface layer is named as a storage-calculation-display layer; the interface layer provides an interactive operation visual interface for a software user; the analysis layer is responsible for executing algorithm data analysis and processing service logic of the software system; the data access layer acquires data from a data storage medium according to data analysis requirements and transmits the data to the analysis layer; the plug-in layer provides a software developer data and algorithm configuration mode, analyzes the configuration of the data and the algorithm, and provides an interface of an analysis result. According to the data analysis software architecture design method provided by the invention, the designed software architecture meets the primaryaim of software architecture design providing a soft architecture which is friendly to use, good in expansibility, high in maintainability and high in usability.

Description

technical field [0001] The invention relates to the technical field of software system architecture, in particular to a method for designing a data analysis software architecture that can be globally configured with storage, calculation, and display. Background technique [0002] Nowadays, the scale of software is getting bigger and bigger, and the functions are getting more and more complex. The design of software architecture is also getting more and more attention from software practitioners. As the skeleton of software, software architecture is an important reason for determining software quality. It is difficult for a software to completely make up for the mistakes in the architecture design stage in the actual development stage, which will eventually lead to the waste of a lot of resources in the development and maintenance process, and even lead to the complete failure of the software. [0003] Most of the existing data analysis software was originally designed for s...

AI Technical Summary

Problems solved by technology

The software architecture designed by the existing software architecture design method cannot easily expand the algorithm used for data analysis, and cannot support the dynamic changes of algorithm parameters caused by changes in data and analysis purposes

When the analysis purpose and analysis method need to be changed, the existing software is difficult to expand, and it is often necessary to develop a new software for data analysis under new requirements, so that the original software is abandoned, in order to meet the dynamic changes of data analysts The process of analyzing demand caused a lot of waste of manpower, material and financial resources

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