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according to our benchmark, concurrency level 16 is enough to fully utilize the object storage network bandwidth Signed-off-by: yah01 <yang.cen@zilliz.com>
163 lines
4.6 KiB
C++
163 lines
4.6 KiB
C++
// Licensed to the LF AI & Data foundation under one
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// or more contributor license agreements. See the NOTICE file
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// distributed with this work for additional information
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// regarding copyright ownership. The ASF licenses this file
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// to you under the Apache License, Version 2.0 (the
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// "License"); you may not use this file except in compliance
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// with the License. You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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#pragma once
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#include <functional>
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#include <future>
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#include <mutex>
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#include <memory>
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#include <queue>
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#include <thread>
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#include <vector>
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#include <utility>
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#include "SafeQueue.h"
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#include "common/Common.h"
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#include "log/Log.h"
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namespace milvus {
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class ThreadPool {
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public:
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explicit ThreadPool(const int thread_core_coefficient, std::string name)
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: shutdown_(false), name_(std::move(name)) {
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idle_threads_size_ = 0;
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current_threads_size_ = 0;
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min_threads_size_ = CPU_NUM;
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max_threads_size_ = CPU_NUM * thread_core_coefficient;
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// only IO pool will set large limit, but the CPU helps nothing to IO operations,
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// we need to limit the max thread num, each thread will download 16~64 MiB data,
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// according to our benchmark, 16 threads is enough to saturate the network bandwidth.
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if (min_threads_size_ > 16) {
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min_threads_size_ = 16;
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}
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if (max_threads_size_ > 16) {
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max_threads_size_ = 16;
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}
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LOG_INFO("Init thread pool:{}", name_)
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<< " with min worker num:" << min_threads_size_
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<< " and max worker num:" << max_threads_size_;
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Init();
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}
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~ThreadPool() {
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ShutDown();
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}
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ThreadPool(const ThreadPool&) = delete;
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ThreadPool(ThreadPool&&) = delete;
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ThreadPool&
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operator=(const ThreadPool&) = delete;
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ThreadPool&
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operator=(ThreadPool&&) = delete;
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void
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Init();
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void
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ShutDown();
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size_t
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GetThreadNum() {
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std::lock_guard<std::mutex> lock(mutex_);
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return current_threads_size_;
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}
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size_t
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GetMaxThreadNum() {
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return max_threads_size_;
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}
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template <typename F, typename... Args>
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auto
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// Submit(F&& f, Args&&... args) -> std::future<decltype(f(args...))>;
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Submit(F&& f, Args&&... args) -> std::future<decltype(f(args...))> {
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std::function<decltype(f(args...))()> func =
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std::bind(std::forward<F>(f), std::forward<Args>(args)...);
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auto task_ptr =
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std::make_shared<std::packaged_task<decltype(f(args...))()>>(func);
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std::function<void()> wrap_func = [task_ptr]() { (*task_ptr)(); };
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work_queue_.enqueue(wrap_func);
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std::lock_guard<std::mutex> lock(mutex_);
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if (idle_threads_size_ > 0) {
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condition_lock_.notify_one();
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} else if (current_threads_size_ < max_threads_size_) {
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// Dynamic increase thread number
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std::thread t(&ThreadPool::Worker, this);
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assert(threads_.find(t.get_id()) == threads_.end());
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threads_[t.get_id()] = std::move(t);
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current_threads_size_++;
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}
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return task_ptr->get_future();
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}
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void
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Worker();
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void
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FinishThreads();
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public:
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int min_threads_size_;
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int idle_threads_size_;
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int current_threads_size_;
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int max_threads_size_;
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bool shutdown_;
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static constexpr size_t WAIT_SECONDS = 2;
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SafeQueue<std::function<void()>> work_queue_;
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std::unordered_map<std::thread::id, std::thread> threads_;
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SafeQueue<std::thread::id> need_finish_threads_;
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std::mutex mutex_;
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std::condition_variable condition_lock_;
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std::string name_;
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};
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class Worker {
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private:
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int id_;
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ThreadPool* pool_;
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public:
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Worker(ThreadPool* pool, const int id) : pool_(pool), id_(id) {
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}
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void
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operator()() {
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std::function<void()> func;
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bool dequeue;
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while (!pool_->shutdown_) {
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std::unique_lock<std::mutex> lock(pool_->mutex_);
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if (pool_->work_queue_.empty()) {
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pool_->condition_lock_.wait(lock);
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}
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dequeue = pool_->work_queue_.dequeue(func);
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lock.unlock();
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if (dequeue) {
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func();
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}
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}
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}
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};
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} // namespace milvus
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