message_bus.cc

// 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.

#include <memory>

#include "paddle/fluid/distributed/fleet_executor/carrier.h"
#include "paddle/fluid/distributed/fleet_executor/fleet_executor.h"
#include "paddle/fluid/distributed/fleet_executor/message_bus.h"

namespace paddle {
namespace distributed {

void MessageBus::Init(
    const std::unordered_map<int64_t, int64_t>& interceptor_id_to_rank,
    const std::unordered_map<int64_t, std::string>& rank_to_addr,
    const std::string& addr) {
  PADDLE_ENFORCE_EQ(is_init_, false, platform::errors::AlreadyExists(
                                         "MessageBus is already init."));
  is_init_ = true;
  interceptor_id_to_rank_ = interceptor_id_to_rank;
  rank_to_addr_ = rank_to_addr;
  addr_ = addr;

  ListenPort();

  std::call_once(once_flag_, []() {
    std::atexit([]() { MessageBus::Instance().Release(); });
  });
}

bool MessageBus::IsInit() const { return is_init_; }

void MessageBus::Release() {
  VLOG(3) << "Message bus releases resource.";
#if defined(PADDLE_WITH_DISTRIBUTE) && defined(PADDLE_WITH_PSCORE) && \
    !defined(PADDLE_WITH_ASCEND_CL)
  server_.Stop(1000);
  server_.Join();
#endif
}

bool MessageBus::Send(const InterceptorMessage& interceptor_message) {
  // called by Interceptor, send InterceptorMessage to dst
  int64_t src_id = interceptor_message.src_id();
  int64_t dst_id = interceptor_message.dst_id();
  if (IsSameRank(src_id, dst_id)) {
    VLOG(3) << "Send a message from rank " << src_id << " to rank " << dst_id
            << ", which are same ranks.";
    return SendIntraRank(interceptor_message);
  } else {
    VLOG(3) << "Send a message from rank " << src_id << " to rank " << dst_id
            << ", which are different ranks.";
#if defined(PADDLE_WITH_DISTRIBUTE) && defined(PADDLE_WITH_PSCORE) && \
    !defined(PADDLE_WITH_ASCEND_CL)
    int retry_time = 0;  // message bus will retry sending for 10 times
    while (retry_time < 10) {
      ++retry_time;
      if (SendInterRank(interceptor_message)) {
        VLOG(3) << "Message bus sends inter rank successfully with "
                << retry_time << " times retries.";
        return true;
      }
    }
    VLOG(3) << "Message bus sends inter rank fail after 10 times retries.";
    return false;
#else
    PADDLE_THROW(platform::errors::Unavailable(
        "Fleet executor does not support sending message between different "
        "ranks when Paddle is compiled with npu or "
        "isn't compiled with distributed for now."));
#endif
  }
  return true;
}

void MessageBus::ListenPort() {
  if (addr_ == "") {
    VLOG(3) << "No need listen to port since training on single card.";
    return;
  }
#if defined(PADDLE_WITH_DISTRIBUTE) && defined(PADDLE_WITH_PSCORE) && \
    !defined(PADDLE_WITH_ASCEND_CL)
  // function keep listen the port and handle the message
  InterceptorMessageServiceImpl interceptor_message_service;
  PADDLE_ENFORCE_EQ(server_.AddService(&interceptor_message_service,
                                       brpc::SERVER_DOESNT_OWN_SERVICE),
                    0, platform::errors::Unavailable(
                           "Message bus: init brpc service error."));

  // start the server
  const char* ip_for_brpc = addr_.c_str();
  brpc::ServerOptions options;
  options.idle_timeout_sec = -1;
  PADDLE_ENFORCE_EQ(
      server_.Start(ip_for_brpc, &options), 0,
      platform::errors::Unavailable("Message bus: start brpc service error."));
  VLOG(3) << "Message bus's listen port thread starts successful.";
#else
  VLOG(3) << "Fleet executor's ListenPort() is a fake function when Paddle is "
             "compiled with npu or Paddle isn't compiled "
             "with distributed for now.";
#endif
}

bool MessageBus::IsSameRank(int64_t src_id, int64_t dst_id) {
  // check whether the dst is the same rank or different rank with src
  const auto& src_rank = interceptor_id_to_rank_.find(src_id);
  const auto& dst_rank = interceptor_id_to_rank_.find(dst_id);
  PADDLE_ENFORCE_NE(
      src_rank, interceptor_id_to_rank_.end(),
      platform::errors::NotFound(
          "Cannot find rank for src interceptor id %lld. Init error.", src_id));
  PADDLE_ENFORCE_NE(
      dst_rank, interceptor_id_to_rank_.end(),
      platform::errors::NotFound(
          "Cannot find rank for dst interceptor id %lld. Init error.", dst_id));
  if (addr_ == "") {
    // single card training, must be same rank
    return true;
  }
  const auto& src_ip = rank_to_addr_.find(src_rank->second);
  PADDLE_ENFORCE_NE(src_ip, rank_to_addr_.end(),
                    platform::errors::NotFound(
                        "Cannot find addr for src rank id %lld. Init error.",
                        src_rank->second));
  PADDLE_ENFORCE_EQ(
      src_ip->second, addr_,
      platform::errors::Fatal("The src interceptor's addr is %s, while the "
                              "message bus's addr is %s, which are different. "
                              "Init error.",
                              src_ip->second, addr_));
  return src_rank->second == dst_rank->second;
}

#if defined(PADDLE_WITH_DISTRIBUTE) && defined(PADDLE_WITH_PSCORE) && \
    !defined(PADDLE_WITH_ASCEND_CL)
bool MessageBus::SendInterRank(const InterceptorMessage& interceptor_message) {
  // send the message inter rank (dst is different rank with src)
  int64_t dst_id = interceptor_message.dst_id();
  int64_t dst_rank = interceptor_id_to_rank_[dst_id];
  auto dst_ip = rank_to_addr_.find(dst_rank);
  PADDLE_ENFORCE_NE(dst_ip, rank_to_addr_.end(),
                    platform::errors::InvalidArgument(
                        "Cannot find rank for dst interceptor id %lld. "
                        "Init error.",
                        dst_id));
  const char* dst_ip_for_brpc = dst_ip->second.c_str();
  brpc::Channel channel;
  brpc::ChannelOptions options;
  options.protocol = "baidu_std";
  options.connect_timeout_ms = 1000;
  options.timeout_ms = 1000;
  options.max_retry = 5;
  PADDLE_ENFORCE_EQ(
      channel.Init(dst_ip_for_brpc, &options), 0,
      platform::errors::Unavailable("Message bus: init brpc channel error."));
  TheInterceptorMessageService_Stub stub(&channel);
  InterceptorResponse response;
  brpc::Controller ctrl;
  ctrl.set_log_id(0);
  stub.InterceptorMessageService(&ctrl, &interceptor_message, &response, NULL);
  if (!ctrl.Failed()) {
    if (response.rst()) {
      VLOG(3) << "Message bus: brpc sends success.";
      return true;
    } else {
      VLOG(4) << "Message bus: InterceptorMessageService error.";
      return false;
    }
  } else {
    VLOG(4) << "Message bus: brpc sends failed with error text: "
            << ctrl.ErrorText();
    return false;
  }
}
#endif

bool MessageBus::SendIntraRank(const InterceptorMessage& interceptor_message) {
  // send the message intra rank (dst is the same rank with src)
  return Carrier::Instance().EnqueueInterceptorMessage(interceptor_message);
}

}  // namespace distributed
}  // namespace paddle