A method and system for automated testing based on big data

Abstract

An embodiment of the invention provides an automated testing method and an automated testing system based on big data. The method comprises the following steps of generating a testing data set according to a logical feature of to-be-tested business of the big data; carrying out calculation according to the testing data set, so as to obtain an expected result; expressing the testing data set by adopting multiple example classes for a test, wherein the multiple example classes for the test are all inherited from one base class; carrying out calculation on the multiple example classes for the test, so as to obtain an output result; comparing the expected result with the output result, so as to obtain a comparison result, wherein if the expected result is the same as the output result, the test is passed, otherwise, failing in the test. The technical scheme has the following beneficial effects that the testing problem of a universal big data processing system is solved; the automated completion is achievable; the testing efficiency can be improved; the cost is reduced; the automated testing method and the automated testing system based on the big data are transferable and reusable, and can be applied to the automated testing of the big data.

Description

technical field [0001] The invention relates to the technical field of big data processing, in particular to an automated testing method and system based on big data. Background technique [0002] Big data (big data): refers to the collection of data that cannot be captured, managed and processed by conventional software tools within an affordable time frame. [0003] Existing technology big data micro-load testing, automated testing for a specific component or application of the big data platform. For example, GridMix is ​​a test benchmark for Hadoop clusters; TeraSort is only for sorting text data; YCSB developed by Yahoo compares the performance of NoSQL databases, its purpose is to evaluate key-value and cloud databases; Facebook's LinkBench is specially used to test storage social graphs and networks The service's database. Existing technologies only test a specific component or application of the big data platform, which has high limitations. [0004] The existing t...

AI Technical Summary

Problems solved by technology

[0004] The existing technology big data platform can also pass manual testing, but manual testing is inefficient and requires operators to fully understand the big data platform, which is technically difficult

[0005] In addition, the existing technology also has targeted automated testing of big data platforms, but it often designs automated testing frameworks for big data platforms for a specific system.

Targeted test frameworks have high test efficiency and high fit, but poor portability and cannot be used on other big data platforms

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