Universal IDE performance optimization method and system based on machine learning

Abstract

The invention discloses a universal IDE performance optimization method and system based on machine learning. A training sample library is built by collecting various behavior habits of different types of users when the users use a universal IDE, the behavior characteristics of the universal IDE users are precisely described, and the classification precision of a universal IDE user classification model based on machine learning is effectively improved; a plug-in list when the users start the universal IDE is determined on the basis of accurate classification of the universal IDE users, and starting of the universal IDE is realized according to the plug-in list, so that the starting performance of the universal IDE is effectively improved, and the problem of slow starting caused by enlargement of a working space in the use process of the universal IDE is solved.

Description

technical field [0001] The invention belongs to the technical field of computer software development, and in particular relates to a general IDE performance optimization method and system based on machine learning. Background technique [0002] The general IDE (Integrated Development Environment) in the present invention refers to a general integrated development environment based on plug-ins and supporting multiple programming languages, such as Visual Studio, Eclipse and the like. Among them, Eclipse is a cross-platform integrated development environment, which is mainly used to build a development environment and develop computer software through plug-in components, and supports programming languages ​​such as Java, C++ and Python. Because the general IDE collects a large number of plug-ins, some plug-ins are not often used by certain types of developers, or even unused functions, but usually the general IDE will load these plug-ins by default during the startup process, ...

AI Technical Summary

Problems solved by technology

Because the general IDE integrates a large number of plug-ins, some plug-ins are not often used by certain types of developers, or even unused functions, but usually the general IDE will load these plug-ins by default during the startup process, which will slow down the general IDE startup speed of

In addition, as users use more, the number of open plug-ins will increase, and the working environment of the general IDE will become more and more complicated, which will lead to the workspace of the general IDE becoming larger and faster. Slower, or even stuck, which greatly reduces the efficiency of computer software development

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