基于C++11实现的高效线程池及工作原理

Posted 2022-11-26 linux大本营

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简介

线程池（thread pool）：一种线程的使用模式，线程过多会带来调度开销，进而影响缓存局部性和整体性能。而线程池维护着多个线程，等待着监督管理者分配可并发执行的任务。这避免了在处理短时间任务时创建与销毁线程的代价。线程池不仅能够保证内核的充分利用，还能防止过分调度。可用线程数量应该取决于可用的并发处理器、处理器内核、内存、网络sockets等的数量。

线程池的组成

1、线程池管理器

创建一定数量的线程，启动线程，调配任务，管理着线程池。
本篇线程池目前只需要启动(start())，停止方法(stop())，及任务添加方法(addTask).
start()创建一定数量的线程池,进行线程循环.
stop()停止所有线程循环，回收所有资源.
addTask()添加任务.

2、工作线程

线程池中线程，在线程池中等待并执行分配的任务.
本篇选用条件变量实现等待与通知机制.

3、任务接口，

添加任务的接口,以供工作线程调度任务的执行。

4、任务队列

用于存放没有处理的任务。提供一种缓冲机制
同时任务队列具有调度功能，高优先级的任务放在任务队列前面;本篇选用priority_queue 与pair的结合用作任务优先队列的结构.

线程池工作的四种情况.

假设我们的线程池大小为3，任务队列目前不做大小限制.

1、主程序当前没有任务要执行，线程池中的任务队列为空闲状态.

此情况下所有工作线程处于空闲的等待状态，任务缓冲队列为空.

2、主程序添加小于等于线程池中线程数量的任务.

此情况基于情形1，所有工作线程已处在等待状态，主线程开始添加三个任务，添加后通知(notif())唤醒线程池中的线程开始取(take())任务执行. 此时的任务缓冲队列还是空。

3、主程序添加任务数量大于当前线程池中线程数量的任务.

此情况发生情形2后面，所有工作线程都在工作中，主线程开始添加第四个任务，添加后发现现在线程池中的线程用完了,于是存入任务缓冲队列。工作线程空闲后主动从任务队列取任务执行.

4、主程序添加任务数量大于当前线程池中线程数量的任务,且任务缓冲队列已满.

此情况发生情形3且设置了任务缓冲队列大小后面，主程序添加第N个任务，添加后发现池子中的线程用完了，任务缓冲队列也满了，于是进入等待状态、等待任务缓冲队列中的任务腾空通知。
但是要注意这种情形会阻塞主线程,本篇暂不限制任务队列大小,必要时再来优化.

相关视频推荐

全网最牛的基于C++11新特性线程池设计与实现

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实现

等待通知机制通过条件变量实现，Logger和CurrentThread,用于调试，可以无视.

#ifndef _THREADPOOL_HH
#define _THREADPOOL_HH

#include <vector>
#include <utility>
#include <queue>
#include <thread>
#include <functional>
#include <mutex>

#include "Condition.hh"

class ThreadPool
public:
  static const int kInitThreadsSize = 3;
  enum taskPriorityE  level0, level1, level2, ;
  typedef std::function<void()> Task;
  typedef std::pair<taskPriorityE, Task> TaskPair;

  ThreadPool();
  ~ThreadPool();

  void start();
  void stop();
  void addTask(const Task&);
  void addTask(const TaskPair&);

private:
  ThreadPool(const ThreadPool&);//禁止复制拷贝.
  const ThreadPool& operator=(const ThreadPool&);

  struct TaskPriorityCmp
  
    bool operator()(const ThreadPool::TaskPair p1, const ThreadPool::TaskPair p2)
    
        return p1.first > p2.first; //first的小值优先
    
  ;

  void threadLoop();
  Task take();

  typedef std::vector<std::thread*> Threads;
  typedef std::priority_queue<TaskPair, std::vector<TaskPair>, TaskPriorityCmp> Tasks;

  Threads m_threads;
  Tasks m_tasks;

  std::mutex m_mutex;
  Condition m_cond;
  bool m_isStarted;
;

#endif

//Cpp

#include <assert.h>

#include "Logger.hh" // debug
#include "CurrentThread.hh" // debug
#include "ThreadPool.hh"

ThreadPool::ThreadPool()
  :m_mutex(),
  m_cond(m_mutex),
  m_isStarted(false)




ThreadPool::~ThreadPool()

  if(m_isStarted)
  
    stop();
  


void ThreadPool::start()

  assert(m_threads.empty());
  m_isStarted = true;
  m_threads.reserve(kInitThreadsSize);
  for (int i = 0; i < kInitThreadsSize; ++i)
  
    m_threads.push_back(new std::thread(std::bind(&ThreadPool::threadLoop, this)));
  



void ThreadPool::stop()

  LOG_TRACE << "ThreadPool::stop() stop.";
  
    std::unique_lock<std::mutex> lock(m_mutex);
    m_isStarted = false;
    m_cond.notifyAll();
    LOG_TRACE << "ThreadPool::stop() notifyAll().";
  

  for (Threads::iterator it = m_threads.begin(); it != m_threads.end() ; ++it)
  
    (*it)->join();
    delete *it;
  
  m_threads.clear();



void ThreadPool::threadLoop()

  LOG_TRACE << "ThreadPool::threadLoop() tid : " << CurrentThread::tid() << " start.";
  while(m_isStarted)
  
    Task task = take();
    if(task)
    
      task();
    
  
  LOG_TRACE << "ThreadPool::threadLoop() tid : " << CurrentThread::tid() << " exit.";


void ThreadPool::addTask(const Task& task)

  std::unique_lock<std::mutex> lock(m_mutex);
  /*while(m_tasks.isFull())
    //when m_tasks have maxsize
      cond2.wait();
    
  */
  TaskPair taskPair(level2, task);
  m_tasks.push(taskPair);
  m_cond.notify();


void ThreadPool::addTask(const TaskPair& taskPair)

  std::unique_lock<std::mutex> lock(m_mutex);
  /*while(m_tasks.isFull())
    //when m_tasks have maxsize
      cond2.wait();
    
  */
  m_tasks.push(taskPair);
  m_cond.notify();


ThreadPool::Task ThreadPool::take()

  std::unique_lock<std::mutex> lock(m_mutex);
  //always use a while-loop, due to spurious wakeup
  while(m_tasks.empty() && m_isStarted)
  
    LOG_TRACE << "ThreadPool::take() tid : " << CurrentThread::tid() << " wait.";
    m_cond.wait(lock);
  

  LOG_TRACE << "ThreadPool::take() tid : " << CurrentThread::tid() << " wakeup.";

  Task task;
  Tasks::size_type size = m_tasks.size();
  if(!m_tasks.empty() && m_isStarted)
  
    task = m_tasks.top().second;
    m_tasks.pop();
    assert(size - 1 == m_tasks.size());
    /*if (TaskQueueSize_ > 0)
    
      cond2.notify();
    */
  

  return task;

测试程序

start() 、stop()

测试线程池基本的创建退出工作，及检测资源是否正常回收.

int main()

  
  ThreadPool threadPool;
  threadPool.start();

  getchar();
  

  getchar();

  return 0;

./test.out 
2021-10-11 16:50:36.054805 [TRACE] [ThreadPool.cpp:53] [threadLoop] ThreadPool::threadLoop() tid : 3680 start.
2021-10-11 16:50:36.054855 [TRACE] [ThreadPool.cpp:72] [take] ThreadPool::take() tid : 3680 wait.
2021-10-11 16:50:36.055633 [TRACE] [ThreadPool.cpp:53] [threadLoop] ThreadPool::threadLoop() tid : 3679 start.
2021-10-11 16:50:36.055676 [TRACE] [ThreadPool.cpp:72] [take] ThreadPool::take() tid : 3679 wait.
2021-10-11 16:50:36.055641 [TRACE] [ThreadPool.cpp:53] [threadLoop] ThreadPool::threadLoop() tid : 3681 start.
2021-10-11 16:50:36.055701 [TRACE] [ThreadPool.cpp:72] [take] ThreadPool::take() tid : 3681 wait.
2021-10-11 16:50:36.055736 [TRACE] [ThreadPool.cpp:53] [threadLoop] ThreadPool::threadLoop() tid : 3682 start.
2021-10-11 16:50:36.055746 [TRACE] [ThreadPool.cpp:72] [take] ThreadPool::take() tid : 3682 wait.

2021-10-11 16:51:01.411792 [TRACE] [ThreadPool.cpp:36] [stop] ThreadPool::stop() stop.
2021-10-11 16:51:01.411863 [TRACE] [ThreadPool.cpp:39] [stop] ThreadPool::stop() notifyAll().
2021-10-11 16:51:01.411877 [TRACE] [ThreadPool.cpp:76] [take] ThreadPool::take() tid : 3680 wakeup.
2021-10-11 16:51:01.411883 [TRACE] [ThreadPool.cpp:62] [threadLoop] ThreadPool::threadLoop() tid : 3680 exit.
2021-10-11 16:51:01.412062 [TRACE] [ThreadPool.cpp:76] [take] ThreadPool::take() tid : 3682 wakeup.
2021-10-11 16:51:01.412110 [TRACE] [ThreadPool.cpp:62] [threadLoop] ThreadPool::threadLoop() tid : 3682 exit.
2021-10-11 16:51:01.413052 [TRACE] [ThreadPool.cpp:76] [take] ThreadPool::take() tid : 3679 wakeup.
2021-10-11 16:51:01.4130982021-10-11 [TRACE] [ThreadPool.cpp:62] [threadLoop] ThreadPool::threadLoop() tid : 3679 exit.
2021-10-11 16:51:01.413112 [TRACE] [ThreadPool.cpp:76] [take] ThreadPool::take() tid : 3681 wakeup.
2021-10-11 16:51:01.413141 [TRACE] [ThreadPool.cpp:62] [threadLoop] ThreadPool::threadLoop() tid : 3681 exit.

addTask()、PriorityTaskQueue

测试添加任务接口，及优先任务队列.

主线程首先添加了5个普通任务、 1s后添加一个高优先级任务，当前3个线程中的最先一个空闲后，会最先执行后面添加的priorityFunc().

std::mutex g_mutex;

void priorityFunc()

  for (int i = 1; i < 4; ++i)
  
      std::this_thread::sleep_for(std::chrono::seconds(1));
      std::lock_guard<std::mutex> lock(g_mutex);
      LOG_DEBUG << "priorityFunc() [" << i << "at thread [ " << CurrentThread::tid() << "] output";// << std::endl;
  



void testFunc()

  // loop to print character after a random period of time
  for (int i = 1; i < 4; ++i)
  
      std::this_thread::sleep_for(std::chrono::seconds(1));
      std::lock_guard<std::mutex> lock(g_mutex);
      LOG_DEBUG << "testFunc() [" << i << "] at thread [ " << CurrentThread::tid() << "] output";// << std::endl;
  




int main()

  ThreadPool threadPool;
  threadPool.start();

  for(int i = 0; i < 5 ; i++)
    threadPool.addTask(testFunc);

  std::this_thread::sleep_for(std::chrono::seconds(1));

  threadPool.addTask(ThreadPool::TaskPair(ThreadPool::level0, priorityFunc));

  getchar();
  return 0;

./test.out 
2021-10-11 18:24:20.886837 [TRACE] [ThreadPool.cpp:56] [threadLoop] ThreadPool::threadLoop() tid : 4121 start.
2021-10-11 18:24:20.886893 [TRACE] [ThreadPool.cpp:103] [take] ThreadPool::take() tid : 4121 wakeup.
2021-10-11 18:24:20.887580 [TRACE] [ThreadPool.cpp:56] [threadLoop] ThreadPool::threadLoop() tid : 4120 start.
2021-10-11 18:24:20.887606 [TRACE] [ThreadPool.cpp:103] [take] ThreadPool::take() tid : 4120 wakeup.
2021-10-11 18:24:20.887610 [TRACE] [ThreadPool.cpp:56] [threadLoop] ThreadPool::threadLoop() tid : 4122 start.
2021-10-11 18:24:20.887620 [TRACE] [ThreadPool.cpp:103] [take] ThreadPool::take() tid : 4122 wakeup.
2021-10-11 18:24:21.887779 [DEBUG] [main.cpp:104] [testFunc] testFunc() [1] at thread [ 4120] output
2021-10-11 18:24:21.887813 [DEBUG] [main.cpp:104] [testFunc] testFunc() [1] at thread [ 4122] output
2021-10-11 18:24:21.888909 [DEBUG] [main.cpp:104] [testFunc] testFunc() [1] at thread [ 4121] output
2021-10-11 18:24:22.888049 [DEBUG] [main.cpp:104] [testFunc] testFunc() [2] at thread [ 4120] output
2021-10-11 18:24:22.888288 [DEBUG] [main.cpp:104] [testFunc] testFunc() [2] at thread [ 4122] output
2021-10-11 18:24:22.889978 [DEBUG] [main.cpp:104] [testFunc] testFunc() [2] at thread [ 4121] output
2021-10-11 18:24:23.888467 [DEBUG] [main.cpp:104] [testFunc] testFunc() [3] at thread [ 4120] output
2021-10-11 18:24:23.888724 [TRACE] [ThreadPool.cpp:103] [take] ThreadPool::take() tid : 4120 wakeup.
2021-10-11 18:24:23.888778 [DEBUG] [main.cpp:104] [testFunc] testFunc() [3] at thread [ 4122] output
2021-10-11 18:24:23.888806 [TRACE] [ThreadPool.cpp:103] [take] ThreadPool::take() tid : 4122 wakeup.
2021-10-11 18:24:23.890413 [DEBUG] [main.cpp:104] [testFunc] testFunc() [3] at thread [ 4121] output
2021-10-11 18:24:23.890437 [TRACE] [ThreadPool.cpp:103] [take] ThreadPool::take() tid : 4121 wakeup.
2021-10-11 18:24:24.889247 [DEBUG] [main.cpp:92] [priorityFunc] priorityFunc() [1at thread [ 4120] output
2021-10-11 18:24:24.891187 [DEBUG] [main.cpp:104] [testFunc] testFunc() [1] at thread [ 4121] output
2021-10-11 18:24:24.893163 [DEBUG] [main.cpp:104] [testFunc] testFunc() [1] at thread [ 4122] output
2021-10-11 18:24:25.889567 [DEBUG] [main.cpp:92] [priorityFunc] priorityFunc() [2at thread [ 4120] output
2021-10-11 18:24:25.891477 [DEBUG] [main.cpp:104] [testFunc] testFunc() [2] at thread [ 4121] output
2021-10-11 18:24:25.893450 [DEBUG] [main.cpp:104] [testFunc] testFunc() [2] at thread [ 4122] output
2021-10-11 18:24:26.890295 [DEBUG] [main.cpp:92] [priorityFunc] priorityFunc() [3at thread [ 4120] output
2021-10-11 18:24:26.890335 [TRACE] [ThreadPool.cpp:99] [take] ThreadPool::take() tid : 4120 wait.
2021-10-11 18:24:26.892265 [DEBUG] [main.cpp:104] [testFunc] testFunc() [3] at thread [ 4121] output
2021-10-11 18:24:26.892294 [TRACE] [ThreadPool.cpp:99] [take] ThreadPool::take() tid : 4121 wait.
2021-10-11 18:24:26.894274 [DEBUG] [main.cpp:104] [testFunc] testFunc() [3] at thread [ 4122] output
2021-10-11 18:24:26.894299 [TRACE] [ThreadPool.cpp:99] [take] ThreadPool::take() tid : 4122 wait.

2021-10-11 18:24:35.359003 [TRACE] [ThreadPool.cpp:37] [stop] ThreadPool::stop() stop.
2021-10-11 18:24:35.359043 [TRACE] [ThreadPool.cpp:42] [stop] ThreadPool::stop() notifyAll().
2021-10-11 18:24:35.359061 [TRACE] [ThreadPool.cpp:103] [take] ThreadPool::take() tid : 4120 wakeup.
2021-10-11 18:24:35.359067 [TRACE] [ThreadPool.cpp:65] [threadLoop] ThreadPool::threadLoop() tid : 4120 exit.
2021-10-11 18:24:35.359080 [TRACE] [ThreadPool.cpp:103] [take] ThreadPool::take() tid : 4122 wakeup.
2021-10-11 18:24:35.359090 [TRACE] [ThreadPool.cpp:65] [threadLoop] ThreadPool::threadLoop() tid : 4122 exit.
2021-10-11 18:24:35.359123 [TRACE] [ThreadPool.cpp:103] [take] ThreadPool::take() tid : 4121 wakeup.
2021-10-11 18:24:35.359130 [TRACE] [ThreadPool.cpp:65] [threadLoop] ThreadPool::threadLoop() tid : 4121 exit.

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