CN116302945A - Test method for measuring real-time performance of Linux system - Google Patents
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Abstract
Description
技术领域technical field
本发明属于计算机技术领域,具体涉及一种用于衡量Linux系统实时性的测试方法。The invention belongs to the technical field of computers, and in particular relates to a test method for measuring the real-time performance of a Linux system.
背景技术Background technique
Linux系统作为开源系统的翘楚,应用场景十分广泛。Linux系统的起源是一个用户交互式系统,并没有实时性相关的考虑,但是随着开源的Linux系统越来越受欢迎,Linux系统获得了实时性优化的内核补丁,由此Linux系统内核可以变成实时的系统内核,Linux系统通过对Linux内核打补丁提升其实时性,以满足大部分场景的实时性需求。而操作系统的实时性是一个比较抽象的概念,可以理解为在规定时间内完成规定的工作,可以称呼为该操作系统达到某一个水平的实时性,其容易受到硬件资源、软件的相互影响等,衡量Linux系统的实时性,需要通过测试工具通过数据来体现。As a leader in open source systems, the Linux system has a wide range of application scenarios. The origin of the Linux system is a user-interactive system, and there is no real-time consideration. However, as the open source Linux system becomes more and more popular, the Linux system has obtained a real-time optimized kernel patch, so that the Linux system kernel can become As a real-time system kernel, the Linux system improves its real-time performance by patching the Linux kernel to meet the real-time requirements of most scenarios. The real-time performance of the operating system is a relatively abstract concept. It can be understood as completing the specified work within a specified time. It can be called that the operating system has reached a certain level of real-time performance. It is easily affected by the mutual influence of hardware resources and software, etc. , To measure the real-time performance of the Linux system, it needs to be reflected by the test tools and data.
Cyclictest工具是当前衡量Linux系统实时性的一个较为权威的工具,它通过在用户态模拟Linux系统的进行调度,通过打时间戳相减的方法,获得内核中断延时和内核调度延时,以此反映Linux系统的实时性,但是Cyclictest工具也只是Linux的一个实时测试工具集中的工具,它用于衡量实时性的模拟过程相对较少,所反映的实时性数据较为简单,而且Cyclictest只在用户态进行模拟和数据的输出,难免会有略微的额外时间开销。The Cyclictest tool is a more authoritative tool for measuring the real-time performance of Linux systems. It simulates the scheduling of Linux systems in user mode, and obtains the kernel interrupt delay and kernel scheduling delay by subtracting timestamps. It reflects the real-time performance of the Linux system, but the Cyclictest tool is only a tool in the real-time test tool set of Linux. The simulation process used to measure real-time performance is relatively small, and the real-time performance data reflected are relatively simple, and Cyclictest is only available in user mode. There will inevitably be a slight additional time overhead for simulation and data output.
此外,Ftrace作为Linux系统内核的内置模块,系统的实时性能够通过Ftrace工具在系统运行过程中跟踪相关可探测点,关注实时性相关的函数调用过程,以此达到量化实时性的目的,但是虽然Ftrace受到Linux官方的支撑,其本质上就是一个Linux内核跟踪机制模块,对于实时性的检测只是其功能的一种,而且通过Ftrace获取的数据往往不够直观,操作也较为复杂,集成度不够高,需要进一步处理数据才能够获取量化的实时性数据。In addition, Ftrace is a built-in module of the Linux system kernel. The real-time performance of the system can track relevant detectable points during system operation through the Ftrace tool, and pay attention to the function call process related to real-time performance, so as to achieve the purpose of quantifying real-time performance. Ftrace is officially supported by Linux. It is essentially a Linux kernel tracking mechanism module. Real-time detection is only one of its functions. Moreover, the data obtained through Ftrace is often not intuitive enough, the operation is more complicated, and the integration degree is not high enough. Further data processing is required to obtain quantitative real-time data.
发明内容Contents of the invention
针对现有衡量Linux系统实时性工具,如Cyclictest工具和Ftrace工具存在的用于衡量实时性的模拟过程相对较少,所反映的实时性数据较为简单,且存在额外的时间开销,以及获取数据不够直观,操作复杂,集成度不够,还需对数据做进一步量化处理的缺陷和问题,本发明提供一种用于衡量Linux系统实时性的测试方法。Existing tools for measuring the real-time performance of Linux systems, such as Cyclictest and Ftrace, have relatively few simulation processes for measuring real-time performance, and the real-time performance data reflected are relatively simple, and there is additional time overhead and insufficient data acquisition Intuitive, complex operation, insufficient integration, and further quantitative processing of data are needed. The present invention provides a test method for measuring the real-time performance of the Linux system.
本发明解决其技术问题所采用的方案是:一种用于衡量Linux系统实时性的测试方法,包括以下步骤:The scheme that the present invention solves its technical problem adopts is: a kind of test method that is used to measure the real-time performance of Linux system comprises the following steps:
步骤一,构建专用的内核模块和测试用工具:将源代码导入Linux系统中进行编译,编译产生一个Linux内核模块和一个可执行文件,其中该可执行文件为测试工具;Step 1, build special-purpose kernel module and test tool: import source code in the Linux system and compile, compile and produce a Linux kernel module and an executable file, wherein this executable file is a test tool;
步骤二,将内核模块插入Linux内核中:将内核模块插入Linux内核中,并根据自定义的内核模块的工作内容,实现内核信息的收集并将收集信息保存在内核模块中;Step 2, insert the kernel module in the Linux kernel: insert the kernel module in the Linux kernel, and realize the collection of kernel information according to the work content of the self-defined kernel module and save the collected information in the kernel module;
步骤三,确定测试指标项并进行分类:将测试指标项按照粒度进行区分,使得细粒度的测试点通过内核模块进行测试获取数据,粗粒度的测试点在Linux系统中的用户态进行测试;Step 3, determine the test index items and classify: distinguish the test index items according to the granularity, so that the fine-grained test points are tested to obtain data through the kernel module, and the coarse-grained test points are tested in the user mode in the Linux system;
步骤四,执行用户态测试:用户运行上述步骤一中编译出来的可执行文件,进行用户态测试点模拟,模拟粗粒度的模拟程序,在模拟过程前后打上时间戳,进行时间段的统计,以获取测试点的数据;Step 4: Execute the user mode test: the user runs the executable file compiled in the above step 1 to simulate the user mode test point, simulate a coarse-grained simulation program, and stamp time stamps before and after the simulation process, and perform time period statistics to Obtain the data of the test point;
步骤五,在内核模块进行测试:通过内核中已设定好的trace event,在内核运行中触发上述event,实现对系统参数的统计,并将不同的event统计的时间戳相减获取所测试需求点的延时,在内核中获取到需求点延时数据后反应到用户态;Step 5, test in the kernel module: through the trace event set in the kernel, trigger the above event during the running of the kernel, realize the statistics of system parameters, and subtract the time stamps of different event statistics to obtain the tested requirements The delay of the point is reflected in the user state after obtaining the delayed data of the demand point in the kernel;
步骤六,内核模块结合粗粒度的模拟过程,并结合从上述步骤中收集到的内核数据,进行计算整理,从而输出用户关心的Linux系统实时性数据。In step six, the kernel module combines the coarse-grained simulation process and the kernel data collected from the above steps to perform calculation and sorting, so as to output the real-time data of the Linux system that the user cares about.
作为本发明的一种优选技术方案,所述步骤二中通过使用insmod命令将内核模块插入Linux内核中。As a preferred technical solution of the present invention, in the second step, the kernel module is inserted into the Linux kernel by using the insmod command.
作为本发明的一种优选技术方案,所述步骤三中测试指标项包括中断响应延时、信号量操作延时、消息队列操作延时、上下文切换延时、互斥量操作延时、定时器操作延时、事件操作延时、任务操作延时和调度操作延时。As a preferred technical solution of the present invention, the test index items in the step 3 include interrupt response delay, semaphore operation delay, message queue operation delay, context switching delay, mutex operation delay, timer Operation Delay, Event Operation Delay, Task Operation Delay, and Scheduled Operation Delay.
作为本发明的一种优选技术方案,所述步骤三中对测试指标项进行区分的标准是能否实现需求点的封装。As a preferred technical solution of the present invention, the criterion for distinguishing test index items in the third step is whether the encapsulation of demand points can be realized.
作为本发明的一种优选技术方案,所述步骤五中内核模块采用tracer技术,并通过用户的输入与内核模块进行交互,设置调用相应的函数,获取用户所需的内核模块测试数据,通过proc文件系统反馈给用户。As a preferred technical solution of the present invention, the kernel module in the step 5 adopts tracer technology, and interacts with the kernel module through the user's input, sets and calls the corresponding function, obtains the kernel module test data required by the user, and passes the proc The file system feeds back to the user.
作为本发明的一种优选技术方案,所述proc文件系统是Linux系统中内核态和用户态的一个通信窗口,用户通过proc文件系统来进行实时性测试数据的观测。As a preferred technical solution of the present invention, the proc file system is a communication window between the kernel state and the user state in the Linux system, and the user observes the real-time test data through the proc file system.
作为本发明的一种优选技术方案,所述步骤六中对数据进行计算整理的过程是对大量循环测试获取的时间数据进行处理,每一次循环获取时间数据,都更新该数据项的最小值、最大值和累加和,累加和用于最后输出平均值,最终输出用户关心的Linux系统实时性量化数据。As a preferred technical solution of the present invention, the process of calculating and arranging the data in the step 6 is to process a large amount of time data acquired by the cycle test, and each time the time data is obtained in a cycle, the minimum value and the minimum value of the data item are updated. The maximum value and cumulative sum, the cumulative sum is used to finally output the average value, and finally output the real-time quantitative data of the Linux system that users care about.
与现有技术相比,本发明的有益效果是:本发明提出的衡量Linux系统实时性的测试方法,构建了专用的内核模块,能够在内核态进行实时性模拟测试,从而降低了时间的损耗,提升测试结果的准确性;并且通过将Linux内核态和用户态进行结合,还丰富了现有实时测试工具中的测试指标项,测试环境也更加具体,并且通过在模拟环境前后获取时间,以获取用户所关心的测试过程的时间,从而使得Linux系统的实时性测试更全面更准确。Compared with the prior art, the beneficial effects of the present invention are: the test method for measuring the real-time performance of the Linux system proposed by the present invention has built a dedicated kernel module, which can carry out real-time simulation tests in the kernel state, thereby reducing the loss of time , to improve the accuracy of test results; and by combining the Linux kernel state and user state, it also enriches the test index items in the existing real-time test tools, and the test environment is more specific, and by obtaining the time before and after the simulation environment, with Obtain the time of the test process that the user cares about, so that the real-time performance test of the Linux system is more comprehensive and accurate.
附图说明Description of drawings
图1为本发明的整体流程示意图;Fig. 1 is the overall flow schematic diagram of the present invention;
图2为本发明的编译流程示意图;Fig. 2 is a schematic diagram of the compilation process of the present invention;
图3为本发明的测试工作流程示意图。Fig. 3 is a schematic diagram of the testing workflow of the present invention.
具体实施方式Detailed ways
下面结合附图和实施例对本发明进一步说明。The present invention will be further described below in conjunction with the accompanying drawings and embodiments.
请参阅图1-3,本发明提供了一种用于衡量Linux系统实时性的测试方法,结合Linux系统内核态和用户态测试数据的测量方法,提供更加丰富的测试点,模拟更具体的环境,在模拟环境前后获取时间,以获取用户所关心的测试过程的时间,较好的反映出Linux系统的实时性。Please refer to Fig. 1-3, the present invention provides a kind of test method for measuring the real-time performance of Linux system, combines the measurement method of Linux system kernel state and user state test data, provides richer test point, simulates more specific environment , obtain the time before and after the simulation environment to obtain the time of the test process that the user cares about, which better reflects the real-time nature of the Linux system.
实施例一:Embodiment one:
本发明提供的用于衡量Linux系统实时性的测试方法,包括以下步骤,The testing method for measuring the real-time performance of the Linux system provided by the present invention comprises the following steps,
步骤一,构建专用的内核模块和测试用工具:将源代码导入带有Linux5.10rt内核的Linux系统中进行编译,Linux系统包括用户态和内核态,编译之后产生一个Linux内核模块和一个可执行文件,内核模块属于内核态,可执行文件属于用户态,其中内核模块用于对内核中可探测点进行检测,以获取相关的调用信息,并通过proc文件系统和用户态交互,而该可执行文件为测试工具,即用户态的可执行文件不仅仅和内核模块通信获取数据,也进行一些粒度较大的模拟测试,以丰富测试数据;Step 1, build a dedicated kernel module and testing tools: Import the source code into the Linux system with the Linux5.10rt kernel for compilation. The Linux system includes user mode and kernel mode. After compilation, a Linux kernel module and an executable file, the kernel module belongs to the kernel state, and the executable file belongs to the user state. The kernel module is used to detect the detectable points in the kernel to obtain relevant call information, and interact with the user state through the proc file system, and the executable The file is a test tool, that is, the user mode executable file not only communicates with the kernel module to obtain data, but also performs some simulation tests with large granularity to enrich the test data;
步骤二,将内核模块插入Linux内核中: Linux内核模块是ko格式的文件,它分为静态编译进内核的模块和用insmod命令动态加载的模块,ko文件本质上还是ELF文件,和普通的ELF文件相比多了一个段的结构,用于记录ko模块的一些信息,这些信息用于内核加载模块时使用,通过使用insmod命令将内核模块插入Linux内核中,这些动态插入的内核模块具有很强的灵活性,让Linux内核需要某些功能时才将相应的内核模块插入内核,在Linux内核模块插入内核后,内核模块就会根据自定义的内核模块的工作内容开始工作,本方法中是在Linux内核运行的基础上,做内核信息的收集,如内核模块中在关中断和开中断的两个函数调用的地方加上时间戳,获取相应的时间,再将时间进行相减就能够获取对应中断的中断处理时间,所述获取信息就是内核中每个需求点的延时时间,最后再将收集到的信息保存在内核模块中;Step 2, insert the kernel module into the Linux kernel: The Linux kernel module is a file in ko format, which is divided into modules that are statically compiled into the kernel and modules that are dynamically loaded with the insmod command. The ko file is essentially an ELF file, which is different from an ordinary ELF file. Compared with the file, there is one more section structure, which is used to record some information of the ko module. This information is used when the kernel loads the module. The kernel module is inserted into the Linux kernel by using the insmod command. These dynamically inserted kernel modules have strong The flexibility allows the Linux kernel to insert the corresponding kernel module into the kernel when certain functions are needed. After the Linux kernel module is inserted into the kernel, the kernel module will start working according to the work content of the self-defined kernel module. In this method, the Based on the operation of the Linux kernel, collect kernel information. For example, in the kernel module, add time stamps to the places where the two function calls of interrupts and interrupts are called to obtain the corresponding time, and then subtract the time to obtain the corresponding time. The interrupt processing time of the interrupt, the information obtained is the delay time of each demand point in the kernel, and finally the collected information is stored in the kernel module;
步骤三,确定测试指标项并进行分类:将测试指标项按照粒度进行区分,测试的指标项包括中断响应延时、信号量操作延时、消息队列操作延时、上下文切换延时、互斥量操作延时、定时器操作延时、事件操作延时、任务操作延时和调度操作延时,将上述的测试指标项按照粒度进行区分,区分的标准是系统是否实现了该需求点的封装,其中细粒度的测试点通过内核模块进行测试获取数据,粗粒度的测试点在Linux系统中的用户态进行测试,即将上述中断响应延时和上下文切换延时通过内核模块中测试,而将上述的其他指标项放置于用户态进行测试,这样通过细化操作系统的各种基本行为,如中断处理时间、上下文切换时间等,再对细化的行为进行抽象,对每个抽象出来的行为进行模拟测试,获取相应的时间值,这些时间值就能够很好的反映操作系统的实时性;Step 3: Determine and classify the test index items: distinguish the test index items according to the granularity, the test index items include interrupt response delay, semaphore operation delay, message queue operation delay, context switching delay, mutex Operation delay, timer operation delay, event operation delay, task operation delay and scheduling operation delay, the above-mentioned test index items are distinguished according to the granularity. The standard of distinction is whether the system realizes the encapsulation of the demand point, Among them, the fine-grained test points are tested to obtain data through the kernel module, and the coarse-grained test points are tested in the user state in the Linux system, that is, the above-mentioned interrupt response delay and context switching delay are tested in the kernel module, and the above-mentioned Other index items are placed in the user state for testing, so that by refining various basic behaviors of the operating system, such as interrupt processing time, context switching time, etc., the refined behavior is abstracted, and each abstracted behavior is simulated Test and obtain the corresponding time values, which can well reflect the real-time performance of the operating system;
步骤四,执行用户态测试:在进行用户态测试时,用户运行上述步骤一中编译出来的可执行文件,该可执行文件用于承载用户的输入,以修改测试循环次数等其他可调节数据。可执行文件模拟不同的测试方案,获取用户所关心的数据,进行用户态测试点模拟,运行用户态模拟的粗粒度的模拟程序,对上述步骤三中对应指标项的模拟过程前后打上时间戳,进行时间段的统计,并采用内存锁和实时调度策略尽可能避免抢占的影响,以获取测试点的数据;Step 4: Execute user-mode testing: When performing user-mode testing, the user runs the executable file compiled in the above step 1. The executable file is used to carry user input to modify other adjustable data such as the number of test cycles. The executable file simulates different test schemes, obtains the data that the user cares about, simulates the test points in the user state, runs the coarse-grained simulation program of the user state simulation, and stamps the time stamps before and after the simulation process of the corresponding index items in the above step 3. Perform time period statistics, and use memory locks and real-time scheduling strategies to avoid the impact of preemption as much as possible to obtain test point data;
步骤五,在内核模块进行测试: 在内核模块中进行测试,即将上述中断响应延时和上下文切换延时通过内核模块中测试,内核模块借助tracer技术,通过内核中已设定好的trace event,在内核运行中触发设定好的event,实现对时间等系统参数的统计,并将不同的event统计的时间戳相减获取所测试需求点的延时,在内核中获取到需求点延时数据后通过proc文件系统反应到用户态,便于用户交互,即通过用户的输入与内核模块进行交互,设置调用相应的函数,获取用户所需的内核模块测试数据,通过proc文件系统反馈给用户,内核模块中定义了proc文件系统下的自定义目录,用于用户的交互,proc文件系统是Linux系统中内核态和用户态的一个通信窗口,是一个虚拟的文件系统,非常适合于观测Linux系统中的内核信息,将其作为内核态和用户态的通信通道,proc文件系统中的内容都是动态创建的。Step 5: Test in the kernel module: Test in the kernel module, that is, the above-mentioned interrupt response delay and context switching delay are tested in the kernel module. The kernel module uses the tracer technology to pass the trace event set in the kernel. Trigger the set event during the running of the kernel, realize the statistics of system parameters such as time, and subtract the time stamps of different event statistics to obtain the delay of the tested demand point, and obtain the delay data of the demand point in the kernel Afterwards, it responds to the user state through the proc file system, which is convenient for user interaction, that is, interacts with the kernel module through user input, sets and calls corresponding functions, obtains the test data of the kernel module required by the user, and feeds back to the user through the proc file system. The module defines a custom directory under the proc file system for user interaction. The proc file system is a communication window between the kernel state and the user state in the Linux system. It is a virtual file system and is very suitable for observing Linux systems. The kernel information is used as the communication channel between the kernel mode and the user mode, and the contents in the proc file system are dynamically created.
本方法中通过定义一部分文件用于用户输入,输入的内容就可以通过系统接口从用户态拷贝到内核态进行使用;同样的一部分文件用于进行实时性测试数据的观测,其中的数据就是从内核态拷贝出来的,此外,内核模块还采用了tracepoint的机制,tracepoint在内核中的一些固定位置预留的可插入代码的点,这里可插入的代码主要是统计相应的时间戳的数据,并进行保存,内核模块中对保存的时间戳数据进行相减,获取测试需求点的延时时间值,从内核态通过proc文件系统反映到用户态,将用户态代码调用proc文件系统的接口,就能够不用通过终端去获取proc文件系统中的数据,使得内核模块能够与用户态之间实现通信,本发明在测试过程的前后都尽量准确地获取系统的时间戳,减少系统对过程的干扰,这样利用内核的测试方法能够减少核态切换带来的时间开销,从而使得测试结果更加准确。In this method, by defining a part of the file for user input, the input content can be copied from the user state to the kernel state through the system interface for use; the same part of the file is used for the observation of real-time test data, and the data in it is from the kernel In addition, the kernel module also adopts the mechanism of tracepoint. The tracepoint is reserved in some fixed positions in the kernel where the code can be inserted. The code that can be inserted here is mainly to count the data of the corresponding time stamp and perform Save, subtract the saved time stamp data in the kernel module, obtain the delay time value of the test demand point, reflect it from the kernel state to the user state through the proc file system, and call the user state code to the interface of the proc file system, you can It is not necessary to obtain the data in the proc file system through the terminal, so that the kernel module can communicate with the user state. The present invention obtains the timestamp of the system as accurately as possible before and after the test process, and reduces the interference of the system to the process. The test method of the kernel can reduce the time overhead caused by the switching of the nuclear state, so that the test results are more accurate.
步骤六,内核模块结合粗粒度的模拟过程,并结合从上述步骤中收集到的内核数据,进行计算整理,即对大量循环测试获取的时间数据进行处理,每一次循环获取时间数据,都更新该数据项的最小值、最大值和累加和,进行时间戳的相减,累加和用于最后输出平均值,最终输出用户关心的Linux系统实时性量化数据。本发明提出的衡量Linux系统实时性的测试方法,采用操作系统运行的某一个相对较短的过程,总结出系统的一个实时性能的抽象描述,然后用抽象描述和测试数据评判系统的实时性,结合了从内核态获取Linux数据的优点,同时也兼顾了用户态测试工具的便捷,丰富了Linux实时性能测试方法,使得Linux系统的实时性测试更全面更准确。Step 6. The kernel module combines the coarse-grained simulation process and the kernel data collected from the above steps to perform calculation and sorting, that is, to process the time data obtained by a large number of loop tests, and to update the time data acquired each cycle. The minimum value, maximum value, and cumulative sum of the data items are subtracted from the timestamp, and the cumulative sum is used to output the average value at the end, and finally output the real-time quantitative data of the Linux system that users care about. The test method for measuring the real-time performance of the Linux system proposed by the present invention adopts a relatively short process of operating system operation to summarize an abstract description of the real-time performance of the system, and then judges the real-time performance of the system with the abstract description and test data. Combining the advantages of obtaining Linux data from the kernel state and the convenience of user state test tools, it enriches the Linux real-time performance test methods and makes the real-time performance test of the Linux system more comprehensive and accurate.
以上所述仅为本发明的较佳实施例,并不限制本发明,凡在本发明的精神和原则范围内所做的任何修改、等同替换和改进,均应包含在本发明的保护范围之内。The above descriptions are only preferred embodiments of the present invention, and do not limit the present invention. Any modifications, equivalent replacements and improvements made within the spirit and principle of the present invention shall be included in the protection scope of the present invention. Inside.
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