什么是信号量？
C++中的信号量（Semaphore）是一种同步对象，用于控制对共享资源的访问，以防止多个线程或进程同时访问同一资源，从而避免数据不一致的问题。信号量通过维护一个计数值来实现这一功能，该计数值表示可以同时访问共享资源的线程或进程的数量。当一个线程或进程想要访问共享资源时，它会尝试减少信号量的计数值；如果计数值大于零，线程或进程可以继续执行，否则它必须等待直到信号量的计数值变为正数。当线程或进程完成对共享资源的访问后，它会释放信号量，即增加计数值，从而可能允许其他正在等待的线程或进程继续执行。
信号量可以干什么？
- 互斥
- 限制并发访问
- 线程同步
#include <iostream>
#include <thread>
#include <vector>
#include <mutex>
#include <condition_variable>class Semaphore {
public:Semaphore(int count = 1) : count_(count) {}void notify() {std::unique_lock<std::mutex> lock(mutex_);++count_;condition_.notify_one();}void wait() {std::unique_lock<std::mutex> lock(mutex_);while (count_ <= 0) {condition_.wait(lock);}--count_;}private:std::mutex mutex_;std::condition_variable condition_;int count_;
};// 共享资源
int sharedResource = 0;void workerFunction(Semaphore& semaphore) {for (int i = 0; i < 1000; ++i) {semaphore.wait(); // 加锁++sharedResource;semaphore.notify(); // 解锁}
}//实现互斥int main() {Semaphore semaphore(1);std::vector<std::thread> threads;// 创建 10 个工作线程for (int i = 0; i < 10; ++i) {threads.push_back(std::thread(workerFunction, std::ref(semaphore)));}// 等待所有线程完成for (auto& thread : threads) {thread.join();}std::cout << "Shared resource value: " << sharedResource << std::endl;return 0;
}#include <iostream>
#include <thread>
#include <vector>
#include <chrono>
#include <mutex>
#include <condition_variable>class Semaphore {
public:Semaphore(int count = 1) : count_(count) {}void notify() {std::unique_lock<std::mutex> lock(mutex_);++count_;condition_.notify_one();}void wait() {std::unique_lock<std::mutex> lock(mutex_);while (count_ <= 0) {condition_.wait(lock);}--count_;}private:std::mutex mutex_;std::condition_variable condition_;int count_;
};void workerFunction(int threadId, Semaphore& semaphore) {semaphore.wait(); // 获取访问权限std::cout << "Thread " << threadId << " is accessing the shared resource." << std::endl;// 模拟访问共享资源std::this_thread::sleep_for(std::chrono::seconds(1));std::cout << "Thread " << threadId << " has finished accessing the shared resource." << std::endl;semaphore.notify(); // 释放访问权限
}//限制并发访问int main() {Semaphore semaphore(3); // 允许最多3个线程同时访问std::vector<std::thread> threads;// 创建10个工作线程for (int i = 0; i < 10; ++i) {threads.push_back(std::thread(workerFunction, i, std::ref(semaphore)));}// 等待所有线程完成for (auto& thread : threads) {thread.join();}return 0;
}#include <iostream>
#include <thread>
#include <vector>
#include <mutex>
#include <condition_variable>class Semaphore {
public:Semaphore(int count = 1) : count_(count) {}void notify() {std::unique_lock<std::mutex> lock(mutex_);++count_;condition_.notify_one();}void wait() {std::unique_lock<std::mutex> lock(mutex_);while (count_ <= 0) {condition_.wait(lock);}--count_;}private:std::mutex mutex_;std::condition_variable condition_;int count_;
};void task1(Semaphore& semaphore1, Semaphore& semaphore2) {std::cout << "Task 1 is executing." << std::endl;// 模拟任务执行std::this_thread::sleep_for(std::chrono::seconds(1));std::cout << "Task 1 is completed." << std::endl;// 通知任务2可以开始执行semaphore1.notify();// 等待任务2完成// semaphore2.wait();
}void task2(Semaphore& semaphore1, Semaphore& semaphore2) {// 等待任务1完成semaphore1.wait();std::cout << "Task 2 is executing." << std::endl;// 模拟任务执行std::this_thread::sleep_for(std::chrono::seconds(1));std::cout << "Task 2 is completed." << std::endl;// 通知任务3可以开始执行semaphore2.notify();
}void task3(Semaphore& semaphore2) {// 等待任务2完成semaphore2.wait();std::cout << "Task 3 is executing." << std::endl;// 模拟任务执行std::this_thread::sleep_for(std::chrono::seconds(1));std::cout << "Task 3 is completed." << std::endl;
}//线程同步int main() {Semaphore semaphore1(0), semaphore2(0);std::thread t1(task1, std::ref(semaphore1), std::ref(semaphore2));std::thread t2(task2, std::ref(semaphore1), std::ref(semaphore2));std::thread t3(task3, std::ref(semaphore2));t1.join();t2.join();t3.join();return 0;
}信号量怎么实现？
C++11
使用互斥锁和条件变量模拟信号量。
#include <iostream>
#include <thread>
#include <mutex>
#include <condition_variable>
#include <vector>class Semaphore {
public:Semaphore(int count) : _count(count) {}void acquire() {std::unique_lock<std::mutex> lock(_mutex);while (_count == 0) {_cv.wait(lock);}--_count;}void release() {std::lock_guard<std::mutex> lock(_mutex);++_count;_cv.notify_one();}private:int _count;std::mutex _mutex;std::condition_variable _cv;
};Semaphore taskSemaphore(4); // 最大并发数为4void processTask(int taskID) {taskSemaphore.acquire();std::cout << "Task " << taskID << " started." << std::endl;std::this_thread::sleep_for(std::chrono::seconds(10));std::cout << "Task " << taskID << " finished." << std::endl;taskSemaphore.release();
}int main() {std::vector<std::thread> threads;const int numTasks = 10;for (int i = 1; i <= numTasks; ++i) {threads.emplace_back(processTask, i);}for (auto& thread : threads) {thread.join();}return 0;
}C++20
使用std::counting_semaphore
#include <iostream>
#include <thread>
#include <semaphore>
#include <vector>// 假设我们有一个最大并发数为4的任务队列
std::counting_semaphore<4> taskSemaphore(4);void processTask(int taskID) {// 请求一个任务许可taskSemaphore.acquire();std::cout << "Task " << taskID << " started." << std::endl;// 这里模拟任务处理时间std::this_thread::sleep_for(std::chrono::milliseconds(10000));std::cout << "Task " << taskID << " finished." << std::endl;// 任务处理完释放许可taskSemaphore.release();
}int main() {std::vector<std::thread> threads;const int numTasks = 10;for (int i = 1; i <= numTasks; ++i) {threads.emplace_back(processTask, i);}for (auto& thread : threads) {thread.join();}return 0;
}经典生产者消费者问题
#include <iostream>
#include <thread>
#include <vector>
#include <queue>
#include <chrono>
#include <mutex>
#include <condition_variable>class Semaphore {
public:Semaphore(int count = 1) : count_(count) {}void notify() {std::unique_lock<std::mutex> lock(mutex_);++count_;condition_.notify_one();}void wait() {std::unique_lock<std::mutex> lock(mutex_);while (count_ <= 0) {condition_.wait(lock);}--count_;}private:std::mutex mutex_;std::condition_variable condition_;int count_;
};const int BUFFER_SIZE = 10;
std::queue<int> buffer;
std::mutex mutex_; // 互斥锁，用于保护共享数据
Semaphore empty(BUFFER_SIZE), full(0);void producer(int producerId) {for (int i = 0; i < 100; ++i) {empty.wait(); // 等待缓冲区有空位std::unique_lock<std::mutex> lock(mutex_);buffer.push(i);std::cout << "Producer " << producerId << " produced: " << i << std::endl;lock.unlock();full.notify(); // 通知消费者有新数据}
}void consumer(int consumerId) {for (int i = 0; i < 100; ++i) {full.wait(); // 等待缓冲区有数据std::unique_lock<std::mutex> lock(mutex_);int data = buffer.front();buffer.pop();std::cout << "Consumer " << consumerId << " consumed: " << data << std::endl;lock.unlock();empty.notify(); // 通知生产者有空位}
}int main() {std::vector<std::thread> producers, consumers;// 创建3个生产者线程for (int i = 0; i < 3; ++i) {producers.push_back(std::thread(producer, i));}// 创建3个消费者线程for (int i = 0; i < 3; ++i) {consumers.push_back(std::thread(consumer, i));}// 等待所有生产者线程完成for (auto& producer : producers) {producer.join();}// 等待所有消费者线程完成for (auto& consumer : consumers) {consumer.join();}return 0;
}
