八,iperf3源代码分析:状态机及状态转换过程--->运行正向TCP单向测试时的客户端代码

本文主要是介绍八,iperf3源代码分析:状态机及状态转换过程--->运行正向TCP单向测试时的客户端代码,希望对大家解决编程问题提供一定的参考价值,需要的开发者们随着小编来一起学习吧!

本文目录

  • 一、测试用命令
  • 二、客户端与服务端测试业务控制流程与状态机交换
  • 三、iperf3客户端状态机中各个状态解析
    • 状态机迁移图
    • 运行正向TCP单向测试时的客户端的状态列表
  • 四、iperf3客户端状态机迁移分析
    • A-初始化测试对象(NA--->初始化状态):
    • B-建立控制连接,等待服务端PARAM_EXCHANGE的指令(初始化状态--->PARAM_EXCHANGE状态):
    • C-完成服务端与客户端的配置参数交换(PARAM_EXCHANGE状态--->CREATE_STREAM状态):
    • D-发起创建TCP测试链接(CREATE_STREAM状态--->TEST_START状态):
    • E-创建客户端为TCP测试流使用的各种定时器及其它资源(TEST_START状态--->TEST_RUNNING状态):
    • F-发送TCP测试数据流,直到本次测试结束(TEST_RUNNING状态--->TEST_END状态):
    • G-不做什么,等待服务端下一条指令(TEST_END状态--->EXCHANGE_RESULT状态):
    • H-把测试结果发送给服务端(EXCHANGE_RESULT状态--->DISPLAY_RESULTS状态) :
    • I-打印测试报告,并向服务端发IPERF_DONE指令(DISPLAY_RESULTS状态--->IPERF_DONE状态):
    • J-本次测试完成,释放所有资源,退出iperf3客户端程序(IPERF_DONE状态--->NA):

这里描述的是iperf3进行单向TCP正向流测试时的iperf3客户端的状态机转换过程,以及转换过程中的代码调用关系。通过前面的iperf3代码主要架构分析之main函数主要流程我们已经知道iperf3虽然是C语言编写的,但它是以面向对象的方式实现的,所以本文中讲述的状态机是以每个测试对象(即为每次测试实例的运行过程创建一个测试对象,从测试开始到测试进行到测试结束输入测试报告管理测试实例的整个生命周期)为单位的。每个测试对象都拥有独立的状态机。所以这里同时也引也客户端和服务端都有自己的独立的状态机,服务端和客户端的状态会通过控制链接相互同步。

一、测试用命令

在正常的测试过程中,使用如下图描述的命令启动iperf3进行单向TCP正向流测试:

  • 服务端
iperf3 -s
  • 客户端
    总共发送8K数据,每次发送1K
iperf3 -c 127.0.0.1 -n 8K -l 1K

二、客户端与服务端测试业务控制流程与状态机交换

在进行TCP业务测试时,客户端与服务端有一个动态的业务控制流程,其中还要同步二侧的状态机,以保证测试业务逻辑的完整性,参照:九,iperf3源代码分析:正向TCP单向测试时服务端和客户端的交互过程详解

三、iperf3客户端状态机中各个状态解析

状态机迁移图

有限状态机编程通常是由当前状态,事件+条件,动作,状态迁移(或称为目标状态)的五元组组成的。所以下面我们也会用这五元组来描述状态。如图所示,iperf3客户端在正常情况下(客户端启动测试后,就一直跑到测试完成,中途不中断测试)有9个状态。状态迁移方向如如箭头所示,状态迁移发生的”事件+条件“由箭头上的字母标识,会在下一章中详细解析。
在这里插入图片描述

运行正向TCP单向测试时的客户端的状态列表

  • 初始化状态
  • PARAM_EXCHANGE状态
  • CREATE_STREAM状态
  • TEST_START状态
  • TEST_RUNNING状态
  • TEST_END状态
  • EXCHANGE_RESULT状态
  • DISPLAY_RESULT状态
  • IPERF_DONE状态

四、iperf3客户端状态机迁移分析

这一章节描述各个状态下有限状态机迁移五元组源代码调用过程。

A-初始化测试对象(NA—>初始化状态):

服务端开始运行,创建测试对象后,对象状态会直接初始化初始化状态,函数调用关系如下

-----------------------------------------------------------------------------------
debug out: func = main                     ,line =   62, file = main.c
debug out: func = iperf_new_test           ,line = 2748, file = iperf_api.c
debug out: func = iperf_defaults           ,line = 2812, file = iperf_api.c
debug out: func = iperf_parse_arguments    ,line = 1136, file = iperf_api.c
debug out: test state is 0 
-----------------------------------------------------------------------------------
状态机元组名称状态机元组当前值
当前状态
事件+条件perf3做为客户端被启动运行
动作A-初始化测试对象
下一状态初始化状态

B-建立控制连接,等待服务端PARAM_EXCHANGE的指令(初始化状态—>PARAM_EXCHANGE状态):

根据用户的输入参数,向服务端发起连接请求,等链接建立成功后,调用iperf_handle_message_client()函数来等待服务端发送过来的“准备好做PARAM_EXCHANGE的指令”(通过test->ctrl_sck指向的控制链接) 。

......
-----------------------------------------------------------------------------------
debug out: func = main                     ,line =   62, file = main.c
debug out: func = iperf_new_test           ,line = 2748, file = iperf_api.c
debug out: func = iperf_defaults           ,line = 2812, file = iperf_api.c
debug out: func = iperf_parse_arguments    ,line = 1136, file = iperf_api.c
debug out: test state is 0 
-----------------------------------------------------------------------------------
debug out: func = run                      ,line =  145, file = main.c
debug out: func = run                      ,line =  196, file = main.c
debug out: func = iperf_run_client         ,line =  536, file = iperf_client_api.c
debug out: func = iperf_run_client         ,line =  566, file = iperf_client_api.c
debug out: func = iperf_connect            ,line =  376, file = iperf_client_api.c
debug out: func = make_cookie              ,line =  119, file = iperf_util.c
debug out: func = netdial                  ,line =  237, file = net.c
debug out: create control link
debug out: func = create_socket            ,line =  129, file = net.c
debug out: func = timeout_connect          ,line =   87, file = net.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_handle_message_client,line =  267, file = iperf_client_api.c
debug out: receive and change the state from 0 to 9
-----------------------------------------------------------------------------------
状态机元组名称状态机元组当前值
当前状态初始化状态
事件+条件无条件向下执行
动作B-建立控制连接,等待服务端PARAM_EXCHANGE的指令
下一状态PARAM_EXCHANGE状态

C-完成服务端与客户端的配置参数交换(PARAM_EXCHANGE状态—>CREATE_STREAM状态):

在收以服务端发过来的PARAM_EXCHANGE指令后,调用iperf_exchange_parameters函数,通过控制链接向服务端发送配置参数,完成服务端与客户端的参数交换后,重新调用iperf_handle_message_client()等待服务端发送CREATE_STREAM指令

......
-----------------------------------------------------------------------------------
debug out: func = run                      ,line =  145, file = main.c
debug out: func = run                      ,line =  196, file = main.c
debug out: func = iperf_run_client         ,line =  536, file = iperf_client_api.c
debug out: func = iperf_run_client         ,line =  566, file = iperf_client_api.c
debug out: func = iperf_connect            ,line =  376, file = iperf_client_api.c
debug out: func = make_cookie              ,line =  119, file = iperf_util.c
debug out: func = netdial                  ,line =  237, file = net.c
debug out: create control link
debug out: func = create_socket            ,line =  129, file = net.c
debug out: func = timeout_connect          ,line =   87, file = net.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_handle_message_client,line =  267, file = iperf_client_api.c
debug out: receive and change the state from 0 to 9
-----------------------------------------------------------------------------------
debug out: func = iperf_exchange_parameters,line = 2076, file = iperf_api.c
debug out: func = send_parameters          ,line = 2160, file = iperf_api.c
debug out: func = iperf_on_connect         ,line =  908, file = iperf_api.c
debug out: func = iperf_on_connect         ,line =  921, file = iperf_api.c
Connecting to host 127.0.0.1, port 5201
debug out: func = iperf_on_connect         ,line =  952, file = iperf_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_handle_message_client,line =  267, file = iperf_client_api.c
debug out: receive and change the state from 9 to 10
-----------------------------------------------------------------------------------
状态机元组名称状态机元组当前值
当前状态PARAM_EXCHANGE状态
事件+条件收到服务端发过来的PARAM_EXCHANGE指令
动作C-完成服务端与客户端的配置参数交换,等待服务端的下一条指令
下一状态CREATE_STREAM状态

D-发起创建TCP测试链接(CREATE_STREAM状态—>TEST_START状态):

在收到服务端发过来的CREATE_STREAM指令后,调用iperf_create_streams函数,创建本次新的TCP测试流实例 ,重新调用iperf_handle_message_client()等待服务端发起的TEST_START指令。

......
-----------------------------------------------------------------------------------
debug out: func = iperf_exchange_parameters,line = 2076, file = iperf_api.c
debug out: func = send_parameters          ,line = 2160, file = iperf_api.c
debug out: func = iperf_on_connect         ,line =  908, file = iperf_api.c
debug out: func = iperf_on_connect         ,line =  921, file = iperf_api.c
Connecting to host 127.0.0.1, port 5201
debug out: func = iperf_on_connect         ,line =  952, file = iperf_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_handle_message_client,line =  267, file = iperf_client_api.c
debug out: receive and change the state from 9 to 10
-----------------------------------------------------------------------------------
debug out: func = iperf_create_streams     ,line =   69, file = iperf_client_api.c
debug out: func = create_socket            ,line =  129, file = net.c
debug out: func = iperf_new_stream         ,line = 4241, file = iperf_api.c
debug out: func = iperf_add_stream         ,line = 4453, file = iperf_api.c
[  5] local 127.0.0.1 port 59494 connected to 127.0.0.1 port 5201
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_handle_message_client,line =  267, file = iperf_client_api.c
debug out: receive and change the state from 10 to 1
-----------------------------------------------------------------------------------
状态机元组名称状态机元组当前值
当前状态CREATE_STREAM状态
事件+条件收到服务端发起的CREATE_STREAM指令
动作D-发起创建TCP测试链接,等待服务端的TEST_START指令
下一状态TEST_START状态

E-创建客户端为TCP测试流使用的各种定时器及其它资源(TEST_START状态—>TEST_RUNNING状态):

进入TEST_START状态后,无条件的开始创建客户端为TCP测试流使用的各种定时器及其它资源,然后等待服务端发过来TEST_RUNNING指令。

......
-----------------------------------------------------------------------------------
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_handle_message_client,line =  267, file = iperf_client_api.c
debug out: receive and change the state from 10 to 1
-----------------------------------------------------------------------------------
debug out: func = iperf_init_test          ,line = 1972, file = iperf_api.c
debug out: func = create_client_timers     ,line =  179, file = iperf_client_api.c
debug out: func = create_client_omit_timer ,line =  234, file = iperf_client_api.c
debug out: func = iperf_create_send_timers ,line = 2011, file = iperf_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_handle_message_client,line =  267, file = iperf_client_api.c
debug out: receive and change the state from 1 to 2
-----------------------------------------------------------------------------------
状态机元组名称状态机元组当前值
当前状态TEST_START状态
事件+条件进入TEST_START状态后,无条件开始以下动作
动作E-创建客户端为TCP测试流使用的各种定时器及其它资源
下一状态TEST_RUNNING状态

F-发送TCP测试数据流,直到本次测试结束(TEST_RUNNING状态—>TEST_END状态):

调用iperf_run_client函数,直接进入TEST_RUNNING分支后,调用iperf_send函数里的sp->snd和test->protocol->send二个函数指针,最终调用iperf_tcp_send()函数向服务端发送测试数据开始测试,直到本次测试结束后进入到TEST_END状态,并向服务端发送TEST_END指令。

......
-----------------------------------------------------------------------------------
debug out: func = iperf_init_test          ,line = 1972, file = iperf_api.c
debug out: func = create_client_timers     ,line =  179, file = iperf_client_api.c
debug out: func = create_client_omit_timer ,line =  234, file = iperf_client_api.c
debug out: func = iperf_create_send_timers ,line = 2011, file = iperf_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_handle_message_client,line =  267, file = iperf_client_api.c
debug out: receive and change the state from 1 to 2
-----------------------------------------------------------------------------------
debug out: func = iperf_run_client         ,line =  633, file = iperf_client_api.c
debug out: func = iperf_send               ,line = 1890, file = iperf_api.c
debug out: func = iperf_send               ,line = 1907, file = iperf_api.c
debug out: func = iperf_tcp_send           ,line =   87, file = iperf_tcp.c
debug out: func = iperf_send               ,line = 1907, file = iperf_api.c
debug out: func = iperf_tcp_send           ,line =   87, file = iperf_tcp.c
debug out: func = iperf_send               ,line = 1907, file = iperf_api.c
debug out: func = iperf_tcp_send           ,line =   87, file = iperf_tcp.c
debug out: func = iperf_send               ,line = 1907, file = iperf_api.c
debug out: func = iperf_stats_callback     ,line = 3237, file = iperf_api.c
debug out: func = iperf_set_send_state     ,line = 1810, file = iperf_api.c
wangsheng: set the state from 2 to 4
-----------------------------------------------------------------------------------
状态机元组名称状态机元组当前值
当前状态TEST_RUNNING状态
事件+条件进入TEST_RUNNING状态后,无条件开始以下动作
动作F-发送TCP测试数据流,直到本次测试结束
下一状态TEST_END状态

G-不做什么,等待服务端下一条指令(TEST_END状态—>EXCHANGE_RESULT状态):

调用iperf_handle_message_client()等待服务端发过来的EXCHANGE_RESULT指令。

......
-----------------------------------------------------------------------------------
debug out: func = iperf_tcp_send           ,line =   87, file = iperf_tcp.c
debug out: func = iperf_send               ,line = 1907, file = iperf_api.c
debug out: func = iperf_tcp_send           ,line =   87, file = iperf_tcp.c
debug out: func = iperf_send               ,line = 1907, file = iperf_api.c
debug out: func = iperf_tcp_send           ,line =   87, file = iperf_tcp.c
debug out: func = iperf_send               ,line = 1907, file = iperf_api.c
debug out: func = iperf_tcp_send           ,line =   87, file = iperf_tcp.c
debug out: func = iperf_send               ,line = 1907, file = iperf_api.c
debug out: func = iperf_stats_callback     ,line = 3237, file = iperf_api.c
debug out: func = iperf_set_send_state     ,line = 1810, file = iperf_api.c
wangsheng: set the state from 2 to 4
-----------------------------------------------------------------------------------
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_handle_message_client,line =  267, file = iperf_client_api.c
debug out: receive and change the state from 4 to 13
-----------------------------------------------------------------------------------
状态机元组名称状态机元组当前值
当前状态TEST_END状态
事件+条件收到服务端发过来的EXCHANGE_RESULT指令
动作G-不做什么,等待服务端下一条指令
下一状态EXCHANGE_RESULT状态

H-把测试结果发送给服务端(EXCHANGE_RESULT状态—>DISPLAY_RESULTS状态) :

进入EXCHANGE_RESULT状态后,服务端无条件调用iperf_exchange_result()函数,向服务端发送的测试报告后等待服务商端发过来的DISPLAY_RESULTS指令。

......
-----------------------------------------------------------------------------------
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_handle_message_client,line =  267, file = iperf_client_api.c
debug out: receive and change the state from 4 to 13
-----------------------------------------------------------------------------------
debug out: func = iperf_exchange_results   ,line = 2134, file = iperf_api.c
debug out: func = send_results             ,line = 2367, file = iperf_api.c
debug out: func = get_results              ,line = 2488, file = iperf_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_handle_message_client,line =  267, file = iperf_client_api.c
debug out: receive and change the state from 13 to 14
-----------------------------------------------------------------------------------
状态机元组名称状态机元组当前值
当前状态EXCHANGE_RESULT状态
事件+条件进入EXCHANGE_RESULT状态后,无条件开始以下动作
动作H-把测试结果发送给服务端,等待服务端发过来的下一条指令
下一状态DISPLAY_RESULTS状态

I-打印测试报告,并向服务端发IPERF_DONE指令(DISPLAY_RESULTS状态—>IPERF_DONE状态):

进入DISPLAY_RESULTS状态后,客户端主动发起打印测试报告,并向服务端发IPERF_DONE指令。

......
debug out: func = iperf_exchange_results   ,line = 2134, file = iperf_api.c
debug out: func = send_results             ,line = 2367, file = iperf_api.c
debug out: func = get_results              ,line = 2488, file = iperf_api.c
debug out: func = iperf_run_client         ,line =  620, file = iperf_client_api.c
debug out: func = iperf_handle_message_client,line =  267, file = iperf_client_api.c
debug out: receive and change the state from 13 to 14
-----------------------------------------------------------------------------------
debug out: func = iperf_client_end         ,line =  490, file = iperf_client_api.c
debug out: func = iperf_reporter_callback  ,line = 4075, file = iperf_api.c
[ ID] Interval           Transfer     Bitrate         Retr  Cwnd
[  5]   0.00-0.00   sec  8.00 KBytes   105 Mbits/sec    0    320 KBytes       
- - - - - - - - - - - - - - - - - - - - - - - - -
[ ID] Interval           Transfer     Bitrate         Retr
[  5]   0.00-0.00   sec  8.00 KBytes   105 Mbits/sec    0             sender
[  5]   0.00-0.00   sec  4.00 KBytes  36.8 Mbits/sec                  receiver
debug out: func = iperf_set_send_state     ,line = 1810, file = iperf_api.c
debug out: set the state from 14 to 16
-----------------------------------------------------------------------------------
状态机元组名称状态机元组当前值
当前状态DISPLAY_RESULTS状态
事件+条件进入DISPLAY_RESULTS状态后,无条件开始以下动作
动作I-打印测试报告,并向服务端发IPERF_DONE指令
下一状态IPERF_DONE状态

J-本次测试完成,释放所有资源,退出iperf3客户端程序(IPERF_DONE状态—>NA):

进入IPERF_DONE状态后,释放所有资源,退出iperf3客户端程序,本次测试完成。

......
-----------------------------------------------------------------------------------
debug out: func = iperf_client_end         ,line =  490, file = iperf_client_api.c
debug out: func = iperf_reporter_callback  ,line = 4075, file = iperf_api.c
[ ID] Interval           Transfer     Bitrate         Retr  Cwnd
[  5]   0.00-0.00   sec  8.00 KBytes   105 Mbits/sec    0    320 KBytes       
- - - - - - - - - - - - - - - - - - - - - - - - -
[ ID] Interval           Transfer     Bitrate         Retr
[  5]   0.00-0.00   sec  8.00 KBytes   105 Mbits/sec    0             sender
[  5]   0.00-0.00   sec  4.00 KBytes  36.8 Mbits/sec                  receiver
debug out: func = iperf_set_send_state     ,line = 1810, file = iperf_api.c
wangsheng: set the state from 14 to 16
-----------------------------------------------------------------------------------
iperf Done.
-----------------------------------------------------------------------------------
状态机元组名称状态机元组当前值
当前状态IPERF_DONE状态
事件+条件进入IPERF_DONE状态后,无条件开始以下动作
动作J-本次测试完成,释放所有资源,退出iperf3客户端程序
下一状态NA

这篇关于八,iperf3源代码分析:状态机及状态转换过程--->运行正向TCP单向测试时的客户端代码的文章就介绍到这儿,希望我们推荐的文章对编程师们有所帮助!



http://www.chinasem.cn/article/715477

相关文章

Python运行中频繁出现Restart提示的解决办法

《Python运行中频繁出现Restart提示的解决办法》在编程的世界里,遇到各种奇怪的问题是家常便饭,但是,当你的Python程序在运行过程中频繁出现“Restart”提示时,这可能不仅仅是令人头疼... 目录问题描述代码示例无限循环递归调用内存泄漏解决方案1. 检查代码逻辑无限循环递归调用内存泄漏2.

使用Python开发一个带EPUB转换功能的Markdown编辑器

《使用Python开发一个带EPUB转换功能的Markdown编辑器》Markdown因其简单易用和强大的格式支持,成为了写作者、开发者及内容创作者的首选格式,本文将通过Python开发一个Markd... 目录应用概览代码结构与核心组件1. 初始化与布局 (__init__)2. 工具栏 (setup_t

使用Python实现全能手机虚拟键盘的示例代码

《使用Python实现全能手机虚拟键盘的示例代码》在数字化办公时代,你是否遇到过这样的场景:会议室投影电脑突然键盘失灵、躺在沙发上想远程控制书房电脑、或者需要给长辈远程协助操作?今天我要分享的Pyth... 目录一、项目概述:不止于键盘的远程控制方案1.1 创新价值1.2 技术栈全景二、需求实现步骤一、需求

SpringSecurity JWT基于令牌的无状态认证实现

《SpringSecurityJWT基于令牌的无状态认证实现》SpringSecurity中实现基于JWT的无状态认证是一种常见的做法,本文就来介绍一下SpringSecurityJWT基于令牌的无... 目录引言一、JWT基本原理与结构二、Spring Security JWT依赖配置三、JWT令牌生成与

Java中Date、LocalDate、LocalDateTime、LocalTime、时间戳之间的相互转换代码

《Java中Date、LocalDate、LocalDateTime、LocalTime、时间戳之间的相互转换代码》:本文主要介绍Java中日期时间转换的多种方法,包括将Date转换为LocalD... 目录一、Date转LocalDateTime二、Date转LocalDate三、LocalDateTim

Python 迭代器和生成器概念及场景分析

《Python迭代器和生成器概念及场景分析》yield是Python中实现惰性计算和协程的核心工具,结合send()、throw()、close()等方法,能够构建高效、灵活的数据流和控制流模型,这... 目录迭代器的介绍自定义迭代器省略的迭代器生产器的介绍yield的普通用法yield的高级用法yidle

PyInstaller打包selenium-wire过程中常见问题和解决指南

《PyInstaller打包selenium-wire过程中常见问题和解决指南》常用的打包工具PyInstaller能将Python项目打包成单个可执行文件,但也会因为兼容性问题和路径管理而出现各种运... 目录前言1. 背景2. 可能遇到的问题概述3. PyInstaller 打包步骤及参数配置4. 依赖

jupyter代码块没有运行图标的解决方案

《jupyter代码块没有运行图标的解决方案》:本文主要介绍jupyter代码块没有运行图标的解决方案,具有很好的参考价值,希望对大家有所帮助,如有错误或未考虑完全的地方,望不吝赐教... 目录jupyter代码块没有运行图标的解决1.找到Jupyter notebook的系统配置文件2.这时候一般会搜索到

C++ Sort函数使用场景分析

《C++Sort函数使用场景分析》sort函数是algorithm库下的一个函数,sort函数是不稳定的,即大小相同的元素在排序后相对顺序可能发生改变,如果某些场景需要保持相同元素间的相对顺序,可使... 目录C++ Sort函数详解一、sort函数调用的两种方式二、sort函数使用场景三、sort函数排序

Python实现AVIF图片与其他图片格式间的批量转换

《Python实现AVIF图片与其他图片格式间的批量转换》这篇文章主要为大家详细介绍了如何使用Pillow库实现AVIF与其他格式的相互转换,即将AVIF转换为常见的格式,比如JPG或PNG,需要的小... 目录环境配置1.将单个 AVIF 图片转换为 JPG 和 PNG2.批量转换目录下所有 AVIF 图