改进的多线程单元测试

V. Jagannath, Miloš Gligorić, Dongyun Jin, Q. Luo, Grigore Roşu, D. Marinov
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引用次数: 55

摘要

众所周知,多线程代码很难开发和测试。多线程测试使用两个或多个线程来执行被测代码。每个测试执行遵循多个线程的一些调度/交错,不同的调度可以给出不同的结果。开发人员经常想要强制执行一个特定的测试进度,为此,他们使用了时间延迟(线程)。在Java中睡眠)。不幸的是,这种方法可能产生假阳性或假阴性,并可能导致不必要的长时间测试。本文介绍了IMUnit,一种为多线程测试指定和执行调度的新方法。我们引入了一种新的语言,它允许对测试执行过程中遇到的事件的顺序进行显式的时间表规范。我们提供了一个工具,它可以自动编写代码来控制测试执行,以遵循指定的时间表,并且可以帮助开发人员将其遗留的、基于睡眠的测试迁移到IMUnit中的基于事件的测试中。迁移工具使用新颖的技术从基于睡眠的测试的执行中推断事件和调度。我们描述了迁移200多个测试的经验。推理技术具有较高的准确率和75%以上的召回率,与基于睡眠的测试相比,IMUnit平均减少了3.39倍的测试时间。
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Improved multithreaded unit testing
Multithreaded code is notoriously hard to develop and test. A multithreaded test exercises the code under test with two or more threads. Each test execution follows some schedule/interleaving of the multiple threads, and different schedules can give different results. Developers often want to enforce a particular schedule for test execution, and to do so, they use time delays (Thread.sleep in Java). Unfortunately, this approach can produce false positives or negatives, and can result in unnecessarily long testing time. This paper presents IMUnit, a novel approach to specifying and executing schedules for multithreaded tests. We introduce a new language that allows explicit specification of schedules as orderings on events encountered during test execution. We present a tool that automatically instruments the code to control test execution to follow the specified schedule, and a tool that helps developers migrate their legacy, sleep-based tests into event-based tests in IMUnit. The migration tool uses novel techniques for inferring events and schedules from the executions of sleep-based tests. We describe our experience in migrating over 200 tests. The inference techniques have high precision and recall of over 75%, and IMUnit reduces testing time compared to sleep-based tests on average 3.39x.
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