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thread_pool.h
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// Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
#pragma once
#include <functional>
#include <future>
#include <mutex>
#include <queue>
#include <thread>
#include <utility>
#include <vector>
template <typename T>
class SafeQueue {
private:
std::queue<T> m_queue;
std::mutex m_mutex;
public:
SafeQueue() {}
SafeQueue(SafeQueue& other) {}
~SafeQueue() {}
bool empty() {
std::unique_lock<std::mutex> lock(m_mutex);
return m_queue.empty();
}
int size() {
std::unique_lock<std::mutex> lock(m_mutex);
return m_queue.size();
}
void enqueue(T& t) {
std::unique_lock<std::mutex> lock(m_mutex);
m_queue.push(t);
}
bool dequeue(T& t) {
std::unique_lock<std::mutex> lock(m_mutex);
if (m_queue.empty()) {
return false;
}
t = std::move(m_queue.front());
m_queue.pop();
return true;
}
};
class ThreadPool {
private:
class ThreadWorker {
private:
int m_id;
ThreadPool* m_pool;
public:
ThreadWorker(ThreadPool* pool, const int id)
: m_pool(pool), m_id(id) {
}
void operator()() {
std::function<void()> func;
bool dequeued;
while (!m_pool->m_shutdown) {
{
std::unique_lock<std::mutex> lock(m_pool->m_conditional_mutex);
if (m_pool->m_queue.empty()) {
m_pool->m_conditional_lock.wait(lock);
}
dequeued = m_pool->m_queue.dequeue(func);
}
if (dequeued) {
func();
}
}
}
};
bool m_shutdown;
SafeQueue<std::function<void()>> m_queue;
std::vector<std::thread> m_threads;
std::mutex m_conditional_mutex;
std::condition_variable m_conditional_lock;
public:
ThreadPool(const int n_threads)
: m_threads(std::vector<std::thread>(n_threads)), m_shutdown(false) {
}
ThreadPool(const ThreadPool&) = delete;
ThreadPool(ThreadPool&&) = delete;
ThreadPool& operator=(const ThreadPool&) = delete;
ThreadPool& operator=(ThreadPool&&) = delete;
void init() {
for (int i = 0; i < m_threads.size(); ++i) {
m_threads[i] = std::thread(ThreadWorker(this, i));
}
}
void shutdown() {
m_shutdown = true;
m_conditional_lock.notify_all();
for (int i = 0; i < m_threads.size(); ++i) {
if (m_threads[i].joinable()) {
m_threads[i].join();
}
}
}
// Submit a function to be executed asynchronously by the pool
template<typename F, typename...Args>
auto submit(F&& f, Args&&... args) -> std::future<decltype(f(args...))> {
std::function<decltype(f(args...))()> func = std::bind(std::forward<F>(f), std::forward<Args>(args)...);
auto task_ptr = std::make_shared<std::packaged_task<decltype(f(args...))()>>(func);
std::function<void()> wrapper_func = [task_ptr]() {
(*task_ptr)();
};
m_queue.enqueue(wrapper_func);
m_conditional_lock.notify_one();
return task_ptr->get_future();
}
};