Performance test method applied to real-time streaming calculation

A testing method and real-time streaming technology, applied in the field of Internet testing and computer technology, can solve problems such as system crashes

Pending Publication Date: 2022-02-11
北京闪送科技有限公司
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AI Technical Summary

Problems solved by technology

A system with limited storage is bound to crash when the backlog exceeds a threshold

Method used

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  • Performance test method applied to real-time streaming calculation
  • Performance test method applied to real-time streaming calculation

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0015] 1. Prepare the test environment

[0016] Prepare a test environment for real-time streaming computing, prepare servers, and deploy a performance testing environment, including stress testing tools, message middleware, real-time streaming computing programs, cache clusters, es middleware, databases, etc., preferably a clean stress testing environment .

[0017] 2. Test scene design

[0018] Design test scenarios for real-time streaming computing, that is, test cases. Consider the following aspects: 1) From the perspective of business scenarios, such as delivery personnel's real-time data kanban indicators such as completed orders, canceled orders, income, positive reviews, negative reviews, etc., it is necessary to simulate the next pick-and-place order -> delivery Members grab orders->Complete orders->Evaluate, take multiple orders->Send orders->Transfer orders->Complete orders, and cancel orders and other scenarios, design single transaction load, mixed stress test, ...

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Abstract

The invention discloses a performance test method applied to real-time streaming computation, which comprises the steps of simulating a performance test environment of real-time streaming computation, a performance test scene of real-time streaming computation and real-time streaming data, compiling producer classes of service scenes, preparing a mode of test data of real-time streaming computation and preparing a pressure test script. A comprehensive and complete performance test scheme for real-time streaming computation is provided by implementing the pressure test process of real-time streaming computation and outputting a test report. Compared with the prior art, the method has the advantages that real-time streaming data of different scenes are simulated through codes, flexibility and reusability are higher, and performance testing of real-time streaming calculation is completed in combination with a pressure testing tool.

Description

[0001] Technical field [0002] This patent is a performance testing method applied to real-time streaming computing, which involves the fields of computer technology and Internet testing. Background technique [0003] The era of big data has brought people a rich and colorful lifestyle, allowing people to fully enjoy the value mined from big data. But also because big data is generated too much and too fast, in the face of endless data torrents, at present we mainly have two methods of offline computing and real-time computing to process data, and the technical features are batch processing and streaming. The value of real-time streaming computing lies in the ability to quickly obtain business results after the data is generated, analyze and mine the real-time value of the data. For real-time computing, once the data cannot be used for real-time stream processing and produce immediate results, the value of the data will decrease over time. [0004] There are many applicatio...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F11/34
CPCG06F11/3409G06F11/3414
Inventor 薛鹏于红建易琴
Owner 北京闪送科技有限公司
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