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Add the implementation of TCP Store (#39384)
* add tcp_socket and tcp_store
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lilong12
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Feb 22, 2022
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add_subdirectory(store) | ||
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if(NOT WITH_PSCORE) | ||
add_subdirectory(fleet_executor) | ||
return() | ||
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cc_library(tcp_store SRCS tcp_store.cc tcp_utils.cc DEPS enforce glog) |
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// Copyright (c) 2022 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. | ||
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#pragma once | ||
#include <chrono> | ||
#include <iostream> | ||
#include <string> | ||
#include <vector> | ||
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#include "paddle/fluid/distributed/store/tcp_utils.h" | ||
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namespace paddle { | ||
namespace distributed { | ||
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class Store { | ||
public: | ||
Store() = delete; | ||
explicit Store(const std::chrono::seconds& timeout) : _timeout(timeout) {} | ||
virtual ~Store() = default; | ||
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virtual int64_t add(const std::string& key, int64_t value) = 0; | ||
virtual std::vector<uint8_t> get(const std::string& key) = 0; | ||
virtual void wait(const std::string& key) = 0; | ||
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virtual const std::chrono::seconds& timeout() const { return _timeout; } | ||
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private: | ||
std::chrono::seconds _timeout; | ||
}; | ||
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} // namespace distributed | ||
} // namespace paddle |
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// Copyright (c) 2022 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. | ||
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#include <chrono> | ||
#include <iostream> | ||
#include <thread> | ||
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#include "paddle/fluid/distributed/store/tcp_store.h" | ||
#include "paddle/fluid/distributed/store/tcp_utils.h" | ||
#include "paddle/fluid/platform/enforce.h" | ||
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namespace paddle { | ||
namespace distributed { | ||
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namespace detail { | ||
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constexpr int INFTIME = -1; | ||
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std::unique_ptr<MasterDaemon> MasterDaemon::start(SocketType socket) { | ||
return std::make_unique<MasterDaemon>(socket); | ||
} | ||
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MasterDaemon::MasterDaemon(SocketType socket) : _listen_socket(socket) { | ||
_background_thread = std::thread{&MasterDaemon::run, this}; | ||
} | ||
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MasterDaemon::~MasterDaemon() { | ||
_background_thread.join(); | ||
tcputils::close_socket(_listen_socket); | ||
for (SocketType socket : _sockets) { | ||
tcputils::close_socket(socket); | ||
} | ||
} | ||
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void MasterDaemon::_do_add(SocketType socket) { | ||
int64_t new_value{}; | ||
std::string key = tcputils::receive_string(socket); | ||
new_value = tcputils::receive_value<int64_t>(socket); | ||
std::vector<uint8_t> old_value; | ||
auto it = _store.find(key); | ||
if (it != _store.end()) { | ||
old_value = it->second; | ||
char* buffer = reinterpret_cast<char*>(it->second.data()); | ||
size_t len = old_value.size(); | ||
new_value += std::stoll(std::string(buffer, len)); | ||
} | ||
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std::string new_value_str = std::to_string(new_value); | ||
_store[key] = | ||
std::vector<uint8_t>(new_value_str.begin(), new_value_str.end()); | ||
VLOG(3) << "TCPStore: new value (" << new_value << ") for key (" << key | ||
<< ")."; | ||
tcputils::send_value<int64_t>(socket, new_value); | ||
} | ||
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void MasterDaemon::_do_get(SocketType socket) { | ||
std::string key = tcputils::receive_string(socket); | ||
auto iter = _store.find(key); | ||
PADDLE_ENFORCE_NE( | ||
iter, _store.end(), | ||
platform::errors::InvalidArgument("Key %s not found in TCPStore.", key)); | ||
std::vector<uint8_t> value = iter->second; | ||
VLOG(3) << "TCPStore: value (" | ||
<< std::stoll(std::string(reinterpret_cast<char*>(value.data()), | ||
value.size())) | ||
<< ") for key (" << key << ")."; | ||
tcputils::send_vector<uint8_t>(socket, value); | ||
} | ||
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void MasterDaemon::_do_stop(SocketType socket) { | ||
ReplyType value = ReplyType::STOP_WAIT; | ||
_stop = true; | ||
tcputils::send_value<ReplyType>(socket, value); | ||
} | ||
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void MasterDaemon::_do_wait(SocketType socket) { | ||
std::string key = tcputils::receive_string(socket); | ||
auto iter = _store.find(key); | ||
auto reply = ReplyType::STOP_WAIT; | ||
if (iter == _store.end()) { | ||
reply = ReplyType::WAITING; | ||
} | ||
VLOG(3) << "TCPStore: wait reply (" << static_cast<int>(reply) | ||
<< ") for key (" << key << ")."; | ||
tcputils::send_value<ReplyType>(socket, reply); | ||
} | ||
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void MasterDaemon::run() { | ||
std::vector<struct pollfd> fds; | ||
#ifdef _WIN32 | ||
fds.push_back({_listen_socket, POLLIN}); | ||
#else | ||
fds.push_back({.fd = _listen_socket, .events = POLLIN, .revents = 0}); | ||
#endif | ||
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while (!_stop) { | ||
for (size_t i = 0; i < fds.size(); i++) { | ||
fds[i].revents = 0; | ||
} | ||
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#ifdef _WIN32 | ||
::WSAPoll(fds.data(), fds.size(), INFTIME); | ||
#else | ||
::poll(fds.data(), fds.size(), INFTIME); | ||
#endif | ||
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if (fds[0].revents != 0) { | ||
auto socket = tcputils::tcp_accept(_listen_socket); | ||
_sockets.emplace_back(socket); | ||
#ifdef _WIN32 | ||
fds.push_back({socket, POLLIN}); | ||
#else | ||
fds.push_back({.fd = socket, .events = POLLIN, .revents = 0}); | ||
#endif | ||
} | ||
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for (size_t i = 1; i < fds.size(); i++) { | ||
if (fds[i].revents == 0) { | ||
continue; | ||
} | ||
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Command command = tcputils::receive_value<Command>(fds[i].fd); | ||
VLOG(3) << "TCPStore: recv command: " << static_cast<int>(command) << "."; | ||
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switch (command) { | ||
case Command::ADD: | ||
_do_add(fds[i].fd); | ||
break; | ||
case Command::GET: | ||
_do_get(fds[i].fd); | ||
break; | ||
case Command::WAIT: | ||
_do_wait(fds[i].fd); | ||
break; | ||
case Command::STOP: | ||
_do_stop(fds[i].fd); | ||
break; | ||
} | ||
} | ||
} | ||
} | ||
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std::unique_ptr<TCPServer> TCPServer::create(uint16_t port) { | ||
int socket = tcputils::tcp_listen("", std::to_string(port), AF_INET); | ||
auto server = std::make_unique<TCPServer>(); | ||
server->_master_daemon = MasterDaemon::start(socket); | ||
return server; | ||
} | ||
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std::unique_ptr<TCPClient> TCPClient::connect(const std::string host, | ||
uint16_t port) { | ||
int socket = tcputils::tcp_connect(host, std::to_string(port), AF_INET); | ||
return std::make_unique<TCPClient>(socket); | ||
} | ||
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void TCPClient::send_command_for_key(Command type, const std::string& key) { | ||
tcputils::send_value<Command>(_socket, type); | ||
if (key.empty()) { | ||
return; | ||
} | ||
tcputils::send_string(_socket, key); | ||
} | ||
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template <typename T> | ||
void TCPClient::send_value(const T& value) { | ||
tcputils::send_bytes<T>(_socket, &value, 1); | ||
} | ||
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template <typename T> | ||
T TCPClient::receive_value() { | ||
T res; | ||
tcputils::receive_bytes<T>(_socket, &res, 1); | ||
return res; | ||
} | ||
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template <typename T> | ||
void TCPClient::send_vector(const std::vector<T>& value) { | ||
tcputils::send_vector<T>(_socket, value); | ||
} | ||
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template <typename T> | ||
std::vector<T> TCPClient::receive_vector() { | ||
return tcputils::receive_vector<T>(_socket); | ||
} | ||
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} // namespace detail | ||
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TCPStore::TCPStore(std::string host, uint16_t port, bool is_master, | ||
size_t num_workers, std::chrono::seconds timeout) | ||
: Store(timeout), _is_master(is_master), _num_workers(num_workers) { | ||
if (_is_master) { | ||
_server = detail::TCPServer::create(port); | ||
} | ||
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_client = detail::TCPClient::connect(host, port); | ||
waitWorkers(); | ||
} | ||
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void TCPStore::waitWorkers() { | ||
if (_num_workers == 0) { | ||
return; | ||
} | ||
add(_init_key, 1); | ||
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if (_server) { | ||
auto begin = std::chrono::steady_clock::now(); | ||
do { | ||
auto value = get(_init_key); | ||
int completed = std::stoi(std::string(value.begin(), value.end())); | ||
VLOG(3) << completed << " worker ready, total " << _num_workers; | ||
if (completed >= _num_workers) { | ||
break; | ||
} | ||
const auto elapsed = std::chrono::duration_cast<std::chrono::seconds>( | ||
std::chrono::steady_clock::now() - begin); | ||
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std::this_thread::sleep_for(std::chrono::milliseconds(100)); | ||
if (_timeout != tcputils::kNoTimeout && elapsed > _timeout) { | ||
PADDLE_ENFORCE_EQ( | ||
completed, _num_workers, | ||
platform::errors::InvalidArgument( | ||
"TCPStore timeouted and not all workers got ready.")); | ||
} | ||
} while (true); | ||
} | ||
VLOG(3) << "TCPStore initialized."; | ||
} | ||
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int64_t TCPStore::add(const std::string& key, int64_t value) { | ||
_client->send_command_for_key(Command::ADD, _key_prefix + key); | ||
_client->send_value<std::int64_t>(value); | ||
return _client->receive_value<std::int64_t>(); | ||
} | ||
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std::vector<uint8_t> TCPStore::get(const std::string& key) { | ||
wait(key); | ||
_client->send_command_for_key(Command::GET, _key_prefix + key); | ||
VLOG(3) << "TCPStore get."; | ||
return _client->receive_vector<uint8_t>(); | ||
} | ||
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void TCPStore::wait(const std::string& key) { | ||
ReplyType reply; | ||
do { | ||
_client->send_command_for_key(Command::WAIT, _key_prefix + key); | ||
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reply = _client->receive_value<ReplyType>(); | ||
std::this_thread::sleep_for(std::chrono::milliseconds(500)); | ||
} while (reply != ReplyType::STOP_WAIT); | ||
} | ||
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TCPStore::~TCPStore() { | ||
_client->send_command_for_key(Command::STOP, ""); | ||
ReplyType ret = _client->receive_value<ReplyType>(); | ||
PADDLE_ENFORCE_EQ(ret, ReplyType::STOP_WAIT, | ||
platform::errors::InvalidArgument( | ||
"The reply for TCPStore destructure must be 0.")); | ||
} | ||
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} // namespace distributed | ||
} // namespace paddle |
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