ThreadPool.cc

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//
// MIT License
// Copyright (c) 2020 Jonathan R. Madsen
// Permission is hereby granted, free of charge, to any person obtaining a copy
// of this software and associated documentation files (the "Software"), to deal
// in the Software without restriction, including without limitation the rights
// to use, copy, modify, merge, publish, distribute, sublicense, and
// copies of the Software, and to permit persons to whom the Software is
// furnished to do so, subject to the following conditions:
// The above copyright notice and this permission notice shall be included in
// all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED
// "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT
// LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR
// PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
// HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN
// ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
//
// ---------------------------------------------------------------
//  Tasking class implementation
//
// Class Description:
//
// This file creates a class for an efficient thread-pool that
// accepts work in the form of tasks.
//
// ---------------------------------------------------------------
// Author: Jonathan Madsen (Feb 13th 2018)
// ---------------------------------------------------------------
 
#include "PTL/ThreadPool.hh"
#include "PTL/ThreadData.hh"
#include "PTL/Threading.hh"
#include "PTL/UserTaskQueue.hh"
#include "PTL/Utility.hh"
#include "PTL/VUserTaskQueue.hh"
 
#include <cassert>
#include <mutex>
#include <new>
#include <stdexcept>
#include <thread>
 
using namespace PTL;
 
//======================================================================================//
 
namespace
{
ThreadData*&
thread_data()
{
    return ThreadData::GetInstance();
}
}  // namespace
 
//======================================================================================//
 
ThreadPool::thread_id_map_t&
ThreadPool::f_thread_ids()
{
    static auto _v = thread_id_map_t{};
    return _v;
}
 
//======================================================================================//
 
bool&
ThreadPool::f_use_tbb()
{
    static bool _v = GetEnv<bool>("PTL_USE_TBB", false);
    return _v;
}
 
//======================================================================================//
 
bool&
ThreadPool::f_use_cpu_affinity()
{
    static bool _v = GetEnv<bool>("PTL_CPU_AFFINITY", false);
    return _v;
}
 
//======================================================================================//
 
int&
ThreadPool::f_thread_priority()
{
    static int _v = GetEnv<int>("PTL_THREAD_PRIORITY", 0);
    return _v;
}
 
//======================================================================================//
 
int&
ThreadPool::f_verbose()
{
    static int _v = GetEnv<int>("PTL_VERBOSE", 0);
    return _v;
}
 
//======================================================================================//
 
ThreadPool::size_type&
ThreadPool::f_default_pool_size()
{
    static size_type _v =
        GetEnv<size_type>("PTL_NUM_THREADS", Thread::hardware_concurrency());
    return _v;
}
 
//======================================================================================//
// static member function that calls the member function we want the thread to
// run
void
ThreadPool::start_thread(ThreadPool* tp, thread_data_t* _data, intmax_t _idx)
{
    if(tp->get_verbose() > 0)
    {
        AutoLock lock(TypeMutex<decltype(std::cerr)>());
        std::cerr << "[PTL::ThreadPool] Starting thread " << _idx << "..." << std::endl;
    }
 
    auto _thr_data = std::make_shared<ThreadData>(tp);
    {
        AutoLock lock(TypeMutex<ThreadPool>(), std::defer_lock);
        if(!lock.owns_lock())
            lock.lock();
        if(_idx < 0)
            _idx = f_thread_ids().size();
        f_thread_ids()[std::this_thread::get_id()] = _idx;
        Threading::SetThreadId((int)_idx);
        _data->emplace_back(_thr_data);
    }
    thread_data() = _thr_data.get();
    tp->record_entry();
    tp->execute_thread(thread_data()->current_queue);
    tp->record_exit();
 
    if(tp->get_verbose() > 0)
    {
        AutoLock lock(TypeMutex<decltype(std::cerr)>());
        std::cerr << "[PTL::ThreadPool] Thread " << _idx << " terminating..."
                  << std::endl;
    }
}
 
//======================================================================================//
// static member function that checks enabling of tbb library
bool
ThreadPool::using_tbb()
{
    return f_use_tbb();
}
 
//======================================================================================//
// static member function that initialized tbb library
void
ThreadPool::set_use_tbb(bool enable)
{
#if defined(PTL_USE_TBB)
    f_use_tbb() = enable;
#else
    ConsumeParameters(enable);
#endif
}
 
//======================================================================================//
// static member function that initialized tbb library
void
ThreadPool::set_default_use_cpu_affinity(bool enable)
{
#if defined(PTL_USE_TBB)
    f_use_cpu_affinity() = enable;
#else
    ConsumeParameters(enable);
#endif
}
 
//======================================================================================//
 
const ThreadPool::thread_id_map_t&
ThreadPool::get_thread_ids()
{
    return f_thread_ids();
}
 
//======================================================================================//
 
uintmax_t
ThreadPool::get_thread_id(ThreadId _tid)
{
    uintmax_t _idx = 0;
    {
        AutoLock lock(TypeMutex<ThreadPool>(), std::defer_lock);
        if(!lock.owns_lock())
            lock.lock();
        auto itr = f_thread_ids().find(_tid);
        if(itr == f_thread_ids().end())
        {
            _idx                 = f_thread_ids().size();
            f_thread_ids()[_tid] = _idx;
        }
        else
        {
            _idx = itr->second;
        }
    }
    return _idx;
}
 
//======================================================================================//
 
uintmax_t
ThreadPool::get_this_thread_id()
{
    return get_thread_id(ThisThread::get_id());
}
 
//======================================================================================//
 
uintmax_t
ThreadPool::add_thread_id(ThreadId _tid)
{
    AutoLock lock(TypeMutex<ThreadPool>(), std::defer_lock);
    if(!lock.owns_lock())
        lock.lock();
    if(f_thread_ids().find(_tid) == f_thread_ids().end())
    {
        auto _idx            = f_thread_ids().size();
        f_thread_ids()[_tid] = _idx;
        Threading::SetThreadId((int)_idx);
    }
    return f_thread_ids().at(_tid);
}
 
//======================================================================================//
 
ThreadPool::Config::Config(bool _init, bool _use_tbb, bool _use_affinity, int _verbose,
                           int _prio, size_type _size, VUserTaskQueue* _task_queue,
                           affinity_func_t _affinity_func, initialize_func_t _init_func,
                           finalize_func_t _fini_func)
: init{ _init }
, use_tbb{ _use_tbb }
, use_affinity{ _use_affinity }
, verbose{ _verbose }
, priority{ _prio }
, pool_size{ _size }
, task_queue{ _task_queue }
, set_affinity{ std::move(_affinity_func) }
, initializer{ std::move(_init_func) }
, finalizer{ std::move(_fini_func) }
{}
 
//======================================================================================//
 
ThreadPool::ThreadPool(const Config& _cfg)
: m_use_affinity{ _cfg.use_affinity }
, m_tbb_tp{ _cfg.use_tbb }
, m_verbose{ _cfg.verbose }
, m_priority{ _cfg.priority }
, m_pool_state{ std::make_shared<std::atomic_short>(thread_pool::state::NONINIT) }
, m_task_queue{ _cfg.task_queue }
, m_init_func{ _cfg.initializer }
, m_fini_func{ _cfg.finalizer }
, m_affinity_func{ _cfg.set_affinity }
{
    auto master_id = get_this_thread_id();
    if(master_id != 0 && m_verbose > 1)
    {
        AutoLock lock(TypeMutex<decltype(std::cerr)>());
        std::cerr << "[PTL::ThreadPool] ThreadPool created on worker thread" << std::endl;
    }
 
    thread_data() = new ThreadData(this);
 
    // initialize after get_this_thread_id so master is zero
    if(_cfg.init)
        this->initialize_threadpool(_cfg.pool_size);
}
 
ThreadPool::ThreadPool(const size_type& _pool_size, VUserTaskQueue* _task_queue,
                       bool _use_affinity, affinity_func_t _affinity_func,
                       initialize_func_t _init_func, finalize_func_t _fini_func)
: ThreadPool{ Config{ true, f_use_tbb(), _use_affinity, f_verbose(), f_thread_priority(),
                      _pool_size, _task_queue, std::move(_affinity_func),
                      std::move(_init_func), std::move(_fini_func) } }
{}
 
ThreadPool::ThreadPool(const size_type& pool_size, initialize_func_t _init_func,
                       finalize_func_t _fini_func, bool _use_affinity,
                       affinity_func_t _affinity_func, VUserTaskQueue* task_queue)
: ThreadPool{ pool_size,
              task_queue,
              _use_affinity,
              std::move(_affinity_func),
              std::move(_init_func),
              std::move(_fini_func) }
{}
 
//======================================================================================//
 
ThreadPool::~ThreadPool()
{
    if(m_alive_flag->load())
    {
        std::cerr << "Warning! ThreadPool was not properly destroyed! Call "
                     "destroy_threadpool() before deleting the ThreadPool object to "
                     "eliminate this message."
                  << std::endl;
        m_pool_state->store(thread_pool::state::STOPPED);
        m_task_lock->lock();
        m_task_cond->notify_all();
        m_task_lock->unlock();
        for(auto& itr : m_threads)
            itr.join();
        m_threads.clear();
    }
 
    // delete owned resources
    if(m_delete_task_queue)
        delete m_task_queue;
 
    delete m_tbb_task_arena;
    delete m_tbb_task_group;
}
 
//======================================================================================//
 
bool
ThreadPool::is_initialized() const
{
    return !(m_pool_state->load() == thread_pool::state::NONINIT);
}
 
//======================================================================================//
 
void
ThreadPool::record_entry()
{
    ++(*m_thread_active);
}
 
//======================================================================================//
 
void
ThreadPool::record_exit()
{
    --(*m_thread_active);
}
 
//======================================================================================//
 
void
ThreadPool::set_affinity(intmax_t i, Thread& _thread) const
{
    try
    {
        NativeThread native_thread = _thread.native_handle();
        intmax_t     _pin          = m_affinity_func(i);
        if(m_verbose > 0)
        {
            AutoLock lock(TypeMutex<decltype(std::cerr)>());
            std::cerr << "[PTL::ThreadPool] Setting pin affinity for thread "
                      << get_thread_id(_thread.get_id()) << " to " << _pin << std::endl;
        }
        Threading::SetPinAffinity((int)_pin, native_thread);
    } catch(std::runtime_error& e)
    {
        std::cerr << "[PTL::ThreadPool] Error setting pin affinity: " << e.what()
                  << std::endl;
    }
}
 
//======================================================================================//
 
void
ThreadPool::set_priority(int _prio, Thread& _thread) const
{
    try
    {
        NativeThread native_thread = _thread.native_handle();
        if(m_verbose > 0)
        {
            AutoLock lock(TypeMutex<decltype(std::cerr)>());
            std::cerr << "[PTL::ThreadPool] Setting thread "
                      << get_thread_id(_thread.get_id()) << " priority to " << _prio
                      << std::endl;
        }
        Threading::SetThreadPriority(_prio, native_thread);
    } catch(std::runtime_error& e)
    {
        AutoLock lock(TypeMutex<decltype(std::cerr)>());
        std::cerr << "[PTL::ThreadPool] Error setting thread priority: " << e.what()
                  << std::endl;
    }
}
 
//======================================================================================//
 
ThreadPool::size_type
ThreadPool::initialize_threadpool(size_type proposed_size)
{
    //--------------------------------------------------------------------//
    // return before initializing
    if(proposed_size < 1)
        return 0;
 
    //--------------------------------------------------------------------//
    // store that has been started
    if(!m_alive_flag->load())
        m_pool_state->store(thread_pool::state::STARTED);
 
#if defined(PTL_USE_TBB)
    //--------------------------------------------------------------------//
    // handle tbb task scheduler
    if(m_tbb_tp)
    {
        m_tbb_tp                               = true;
        m_pool_size                            = proposed_size;
        tbb_global_control_t*& _global_control = tbb_global_control();
        // delete if wrong size
        if(m_pool_size != proposed_size)
        {
            delete _global_control;
            _global_control = nullptr;
        }
 
        if(!_global_control)
        {
            _global_control = new tbb_global_control_t(
                tbb::global_control::max_allowed_parallelism, proposed_size + 1);
            if(m_verbose > 0)
            {
                AutoLock lock(TypeMutex<decltype(std::cerr)>());
                std::cerr << "[PTL::ThreadPool] ThreadPool [TBB] initialized with "
                          << m_pool_size << " threads." << std::endl;
            }
        }
 
        // create task group (used for async)
        if(!m_tbb_task_group)
        {
            m_tbb_task_group = new tbb_task_group_t{};
            execute_on_all_threads([this]() { m_init_func(); });
        }
 
        return m_pool_size;
    }
#endif
 
    m_alive_flag->store(true);
 
    //--------------------------------------------------------------------//
    // if started, stop some thread if smaller or return if equal
    if(m_pool_state->load() == thread_pool::state::STARTED)
    {
        if(m_pool_size > proposed_size)
        {
            while(stop_thread() > proposed_size)
                ;
            if(m_verbose > 0)
            {
                AutoLock lock(TypeMutex<decltype(std::cerr)>());
                std::cerr << "[PTL::ThreadPool] ThreadPool initialized with "
                          << m_pool_size << " threads." << std::endl;
            }
            if(!m_task_queue)
            {
                m_delete_task_queue = true;
                m_task_queue        = new UserTaskQueue(m_pool_size);
            }
            else
            {
                m_task_queue->resize(m_pool_size);
            }
            return m_pool_size;
        }
        else if(m_pool_size == proposed_size)  // NOLINT
        {
            if(m_verbose > 0)
            {
                AutoLock lock(TypeMutex<decltype(std::cerr)>());
                std::cerr << "ThreadPool initialized with " << m_pool_size << " threads."
                          << std::endl;
            }
            if(!m_task_queue)
            {
                m_delete_task_queue = true;
                m_task_queue        = new UserTaskQueue(m_pool_size);
            }
            return m_pool_size;
        }
    }
 
    //--------------------------------------------------------------------//
    // reserve enough space to prevent realloc later
    {
        AutoLock _task_lock(*m_task_lock);
        m_is_joined.reserve(proposed_size);
    }
 
    if(!m_task_queue)
    {
        m_delete_task_queue = true;
        m_task_queue        = new UserTaskQueue(proposed_size);
    }
 
    auto this_tid = get_this_thread_id();
    for(size_type i = m_pool_size; i < proposed_size; ++i)
    {
        // add the threads
        try
        {
            // create thread
            Thread thr{ ThreadPool::start_thread, this, &m_thread_data,
                        this_tid + i + 1 };
            // only reaches here if successful creation of thread
            ++m_pool_size;
            // store thread
            m_main_threads.push_back(thr.get_id());
            // list of joined thread booleans
            m_is_joined.push_back(false);
            // set the affinity
            if(m_use_affinity)
                set_affinity(i, thr);
            set_priority(m_priority, thr);
            // store
            m_threads.emplace_back(std::move(thr));
        } catch(std::runtime_error& e)
        {
            AutoLock lock(TypeMutex<decltype(std::cerr)>());
            std::cerr << "[PTL::ThreadPool] " << e.what()
                      << std::endl;  // issue creating thread
            continue;
        } catch(std::bad_alloc& e)
        {
            AutoLock lock(TypeMutex<decltype(std::cerr)>());
            std::cerr << "[PTL::ThreadPool] " << e.what() << std::endl;
            continue;
        }
    }
    //------------------------------------------------------------------------//
 
    AutoLock _task_lock(*m_task_lock);
 
    // thread pool size doesn't match with join vector
    // this will screw up joining later
    if(m_is_joined.size() != m_main_threads.size())
    {
        std::stringstream ss;
        ss << "ThreadPool::initialize_threadpool - boolean is_joined vector "
           << "is a different size than threads vector: " << m_is_joined.size() << " vs. "
           << m_main_threads.size() << " (tid: " << std::this_thread::get_id() << ")";
 
        throw std::runtime_error(ss.str());
    }
 
    if(m_verbose > 0)
    {
        AutoLock lock(TypeMutex<decltype(std::cerr)>());
        std::cerr << "[PTL::ThreadPool] ThreadPool initialized with " << m_pool_size
                  << " threads." << std::endl;
    }
 
    return m_main_threads.size();
}
 
//======================================================================================//
 
ThreadPool::size_type
ThreadPool::destroy_threadpool()
{
    // Note: this is not for synchronization, its for thread communication!
    // destroy_threadpool() will only be called from the main thread, yet
    // the modified m_pool_state may not show up to other threads until its
    // modified in a lock!
    //------------------------------------------------------------------------//
    m_pool_state->store(thread_pool::state::STOPPED);
 
    //--------------------------------------------------------------------//
    // handle tbb task scheduler
#if defined(PTL_USE_TBB)
    if(m_tbb_task_group)
    {
        execute_on_all_threads([this]() { m_fini_func(); });
        auto _func = [&]() { m_tbb_task_group->wait(); };
        if(m_tbb_task_arena)
            m_tbb_task_arena->execute(_func);
        else
            _func();
        delete m_tbb_task_group;
        m_tbb_task_group = nullptr;
    }
    if(m_tbb_task_arena)
    {
        delete m_tbb_task_arena;
        m_tbb_task_arena = nullptr;
    }
    if(m_tbb_tp && tbb_global_control())
    {
        tbb_global_control_t*& _global_control = tbb_global_control();
        delete _global_control;
        _global_control = nullptr;
        m_tbb_tp        = false;
        AutoLock lock(TypeMutex<decltype(std::cerr)>());
        if(m_verbose > 0)
        {
            std::cerr << "[PTL::ThreadPool] ThreadPool [TBB] destroyed" << std::endl;
        }
    }
#endif
 
    if(!m_alive_flag->load())
        return 0;
 
    //------------------------------------------------------------------------//
    // notify all threads we are shutting down
    m_task_lock->lock();
    m_task_cond->notify_all();
    m_task_lock->unlock();
    //------------------------------------------------------------------------//
 
    if(m_is_joined.size() != m_main_threads.size())
    {
        std::stringstream ss;
        ss << "   ThreadPool::destroy_thread_pool - boolean is_joined vector "
           << "is a different size than threads vector: " << m_is_joined.size() << " vs. "
           << m_main_threads.size() << " (tid: " << std::this_thread::get_id() << ")";
 
        throw std::runtime_error(ss.str());
    }
 
    for(size_type i = 0; i < m_is_joined.size(); i++)
    {
        //--------------------------------------------------------------------//
        //
        if(i < m_threads.size())
            m_threads.at(i).join();
 
        //--------------------------------------------------------------------//
        // if its joined already, nothing else needs to be done
        if(m_is_joined.at(i))
            continue;
 
        //--------------------------------------------------------------------//
        // join
        if(std::this_thread::get_id() == m_main_threads[i])
            continue;
 
        //--------------------------------------------------------------------//
        // thread id and index
        auto _tid = m_main_threads[i];
 
        //--------------------------------------------------------------------//
        // erase thread from thread ID list
        if(f_thread_ids().find(_tid) != f_thread_ids().end())
            f_thread_ids().erase(f_thread_ids().find(_tid));
 
        //--------------------------------------------------------------------//
        // it's joined
        m_is_joined.at(i) = true;
    }
 
    m_thread_data.clear();
    m_threads.clear();
    m_main_threads.clear();
    m_is_joined.clear();
 
    m_alive_flag->store(false);
 
    auto start   = std::chrono::steady_clock::now();
    auto elapsed = std::chrono::duration<double>{};
    // wait maximum of 30 seconds for threads to exit
    while(m_thread_active->load() > 0 && elapsed.count() < 30)
    {
        std::this_thread::sleep_for(std::chrono::milliseconds(50));
        elapsed = std::chrono::steady_clock::now() - start;
    }
 
    auto _active = m_thread_active->load();
 
    if(get_verbose() > 0)
    {
        if(_active == 0)
        {
            AutoLock lock(TypeMutex<decltype(std::cerr)>());
            std::cerr << "[PTL::ThreadPool] ThreadPool destroyed" << std::endl;
        }
        else
        {
            AutoLock lock(TypeMutex<decltype(std::cerr)>());
            std::cerr << "[PTL::ThreadPool] ThreadPool destroyed but " << _active
                      << " threads might still be active (and cause a termination error)"
                      << std::endl;
        }
    }
 
    if(m_delete_task_queue)
    {
        delete m_task_queue;
        m_task_queue = nullptr;
    }
 
    return 0;
}
 
//======================================================================================//
 
ThreadPool::size_type
ThreadPool::stop_thread()
{
    if(!m_alive_flag->load() || m_pool_size == 0)
        return 0;
 
    m_pool_state->store(thread_pool::state::PARTIAL);
 
    //------------------------------------------------------------------------//
    // notify all threads we are shutting down
    m_task_lock->lock();
    m_is_stopped.push_back(true);
    m_task_cond->notify_one();
    m_task_lock->unlock();
    //------------------------------------------------------------------------//
 
    while(!m_is_stopped.empty() && m_stop_threads.empty())
        ;
 
    // lock up the task queue
    AutoLock _task_lock(*m_task_lock);
 
    while(!m_stop_threads.empty())
    {
        auto tid = m_stop_threads.front();
        // remove from stopped
        m_stop_threads.pop_front();
        // remove from main
        for(auto itr = m_main_threads.begin(); itr != m_main_threads.end(); ++itr)
        {
            if(*itr == tid)
            {
                m_main_threads.erase(itr);
                break;
            }
        }
        // remove from join list
        m_is_joined.pop_back();
    }
 
    m_pool_state->store(thread_pool::state::STARTED);
 
    m_pool_size = m_main_threads.size();
    return m_main_threads.size();
}
 
//======================================================================================//
 
ThreadPool::task_queue_t*&
ThreadPool::get_valid_queue(task_queue_t*& _queue) const
{
    if(!_queue)
        _queue = new UserTaskQueue{ static_cast<intmax_t>(m_pool_size) };
    return _queue;
}
//======================================================================================//
 
void
ThreadPool::execute_thread(VUserTaskQueue* _task_queue)
{
    // how long the thread waits on condition variable
    // static int wait_time = GetEnv<int>("PTL_POOL_WAIT_TIME", 5);
 
    ++(*m_thread_awake);
 
    // initialization function
    m_init_func();
    // finalization function (executed when scope is destroyed)
    ScopeDestructor _fini{ [this]() { m_fini_func(); } };
 
    ThreadId    tid  = ThisThread::get_id();
    ThreadData* data = thread_data();
    // auto        thread_bin = _task_queue->GetThreadBin();
    // auto        workers    = _task_queue->workers();
 
    auto start   = std::chrono::steady_clock::now();
    auto elapsed = std::chrono::duration<double>{};
    // check for updates for 60 seconds max
    while(!_task_queue && elapsed.count() < 60)
    {
        elapsed = std::chrono::steady_clock::now() - start;
        data->update();
        _task_queue = data->current_queue;
    }
 
    if(!_task_queue)
    {
        --(*m_thread_awake);
        throw std::runtime_error("No task queue was found after 60 seconds!");
    }
 
    assert(data->current_queue != nullptr);
    assert(_task_queue == data->current_queue);
 
    // essentially a dummy run
    if(_task_queue)
    {
        data->within_task = true;
        auto _task        = _task_queue->GetTask();
        if(_task)
        {
            (*_task)();
        }
        data->within_task = false;
    }
 
    // threads stay in this loop forever until thread-pool destroyed
    while(true)
    {
        static thread_local auto p_task_lock = m_task_lock;
 
        //--------------------------------------------------------------------//
        // Try to pick a task
        AutoLock _task_lock(*p_task_lock, std::defer_lock);
        //--------------------------------------------------------------------//
 
        auto leave_pool = [&]() {
            auto _state      = [&]() { return static_cast<int>(m_pool_state->load()); };
            auto _pool_state = _state();
            if(_pool_state > 0)
            {
                // stop whole pool
                if(_pool_state == thread_pool::state::STOPPED)
                {
                    if(_task_lock.owns_lock())
                        _task_lock.unlock();
                    return true;
                }
                // single thread stoppage
                else if(_pool_state == thread_pool::state::PARTIAL)  // NOLINT
                {
                    if(!_task_lock.owns_lock())
                        _task_lock.lock();
                    if(!m_is_stopped.empty() && m_is_stopped.back())
                    {
                        m_stop_threads.push_back(tid);
                        m_is_stopped.pop_back();
                        if(_task_lock.owns_lock())
                            _task_lock.unlock();
                        // exit entire function
                        return true;
                    }
                    if(_task_lock.owns_lock())
                        _task_lock.unlock();
                }
            }
            return false;
        };
 
        // We need to put condition.wait() in a loop for two reasons:
        // 1. There can be spurious wake-ups (due to signal/ENITR)
        // 2. When mutex is released for waiting, another thread can be woken up
        //    from a signal/broadcast and that thread can mess up the condition.
        //    So when the current thread wakes up the condition may no longer be
        //    actually true!
        while(_task_queue->empty())
        {
            auto _state = [&]() { return static_cast<int>(m_pool_state->load()); };
            auto _size  = [&]() { return _task_queue->true_size(); };
            auto _empty = [&]() { return _task_queue->empty(); };
            auto _wake  = [&]() { return (!_empty() || _size() > 0 || _state() > 0); };
 
            if(leave_pool())
                return;
 
            if(_task_queue->true_size() == 0)
            {
                if(m_thread_awake->load() > 0)
                    --(*m_thread_awake);
 
                // lock before sleeping on condition
                if(!_task_lock.owns_lock())
                    _task_lock.lock();
 
                // Wait until there is a task in the queue
                // Unlocks mutex while waiting, then locks it back when signaled
                // use lambda to control waking
                m_task_cond->wait(_task_lock, _wake);
 
                if(_state() == thread_pool::state::STOPPED)
                    return;
 
                // unlock if owned
                if(_task_lock.owns_lock())
                    _task_lock.unlock();
 
                // notify that is awake
                if(m_thread_awake->load() < m_pool_size)
                    ++(*m_thread_awake);
            }
            else
                break;
        }
 
        // release the lock
        if(_task_lock.owns_lock())
            _task_lock.unlock();
 
        //----------------------------------------------------------------//
 
        // leave pool if conditions dictate it
        if(leave_pool())
            return;
 
        // activate guard against recursive deadlock
        data->within_task = true;
        //----------------------------------------------------------------//
 
        // execute the task(s)
        while(!_task_queue->empty())
        {
            auto _task = _task_queue->GetTask();
            if(_task)
            {
                (*_task)();
            }
        }
        //----------------------------------------------------------------//
 
        // disable guard against recursive deadlock
        data->within_task = false;
        //----------------------------------------------------------------//
    }
}
 
//======================================================================================//