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Data processing method and device, equipment and storage medium

A data processing and reference method technology, applied in the field of data processing, can solve problems such as low computer program performance, undetectable computer program code performance problems, low resource call efficiency, etc., to improve resource access efficiency and computer program performance, optimization Effects on Computer Program Performance

Pending Publication Date: 2022-02-11
WEBANK (CHINA)
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, the above-mentioned computer program performance detection techniques cannot detect performance problems inside the computer program code
For example, in practical applications, the running computer program may call the same resource in the database (such as table data) multiple times in the same transaction through different methods. In this way, the computer program has low resource calling efficiency, resulting in Poor performance of computer programs

Method used

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  • Data processing method and device, equipment and storage medium
  • Data processing method and device, equipment and storage medium
  • Data processing method and device, equipment and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment approach 1

[0068] Embodiment 1, based on the path, predict the number of times the target object accesses the target resource;

Embodiment approach 2

[0069] In Embodiment 2, when the target object includes the first interface, the number of times the target object accesses the target resource is predicted based on the third number of times corresponding to the first method.

[0070] Wherein, the third number of times is the number of times of accessing the target resource through the first method, and the first method is a method of accessing the target resource among the methods called through the first interface.

[0071] In Embodiment 1, the process of predicting the number of times a target object accesses a target resource based on a path may include but is not limited to Figure 4 S401 to S403 shown.

[0072] S401. The data processing apparatus determines at least one path for accessing the target resource through the target object based on the call information.

[0073] In the invocation information, the data processing device determines the methods that are called sequentially from the target object to the target r...

example 3

[0074] Example 3, based on image 3 In the calling process shown, in the case where the target object is method 2 and the target resource is data of sql2, at least one path may include path 1 (method 2-method 4-sql2) and path 2 (method 2-method 5-sql2 ).

[0075] S402. The data processing device determines a first count corresponding to each of the paths in the at least one path; the first count is the number of times the target resource is accessed through the path.

[0076] The first count is the number of times the target resource is accessed through the path.

[0077] The data processing device determines the number of visits to the target resource under each path in the at least one path as the first number corresponding to each path.

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Abstract

The invention discloses a data processing method and device, equipment and a storage medium. The method comprises the steps of obtaining calling information of a first transaction, wherein the calling information comprises a first calling relation between a first interface and at least one method and a second calling relation between the at least one method and at least one resource; on the basis of the calling information, predicting the number of times that a target object accesses a target resource, the target object comprises the first interface or any one of the at least one method, and the target resource comprises any resource in the at least one resource. The scheme can predict the number of times that the target object accesses the target resource.

Description

technical field [0001] This application relates to the technical field of data processing, involving but not limited to data processing methods, devices, equipment and storage media. Background technique [0002] With the development of Internet technology, computer programs are more and more widely used, how to detect the performance of computer programs is of great significance. [0003] For the detection technology of computer program performance, it mainly focuses on code security detection and analysis, vulnerability (bug) detection and analysis, and constraint coding protocol detection and analysis. For example, the detection technology for the computer program performance of the Java language may include: through a stress test, analyzing the occupancy rate of the central processing unit (central processing unit, CPU), the occupancy rate of the memory, the average response time and the throughput when the computer program is running (TransactionsPersecond, TPS) and ot...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/50G06Q20/40
CPCG06F9/5027G06Q20/405
Inventor 胡煜家韦晨曦李懿李斌
Owner WEBANK (CHINA)