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grpc_library(sendrecvop_grpc SRCS recv_impl.cc send_impl.cc PROTO send_recv.proto DEPS lod_tensor selected_rows) | ||
grpc_library(sendrecvop_grpc SRCS sendrecvop_utils.cc grpc_client.cc grpc_server.cc PROTO send_recv.proto DEPS lod_tensor selected_rows) |
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/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserve. | ||
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 "grpc_client.h" | ||
namespace paddle { | ||
namespace operators { | ||
namespace detail { | ||
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bool RPCClient::AsyncSendVariable(const std::string& ep, | ||
const platform::DeviceContext& ctx, | ||
const framework::Scope& scope, | ||
const std::string& var_name, | ||
int64_t time_out) { | ||
sendrecv::VariableMessage req; | ||
auto* var = scope.FindVar(var_name); | ||
SerializeToMessage(var_name, var, ctx, &req); | ||
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// varhandle | ||
VarHandle var_h; | ||
var_h.ep = ep; | ||
var_h.scope = &scope; | ||
var_h.name = var_name; | ||
var_h.ctx = &ctx; | ||
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// stub context | ||
auto ch = GetChannel(ep); | ||
SendProcessor* s = new SendProcessor(ch); | ||
s->Prepare(var_h, time_out); | ||
s->response_call_back_ = NULL; | ||
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auto rpc = s->stub_->AsyncSendVariable(s->context_.get(), req, &cq_); | ||
rpc->Finish(&s->reply_, &s->status_, (void*)s); | ||
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req_count_++; | ||
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return true; | ||
} | ||
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void ProcGetResponse(const VarHandle& var_h, | ||
const sendrecv::VariableMessage& ret_msg) { | ||
auto* outvar = var_h.scope->FindVar(var_h.name); | ||
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std::istringstream iss(ret_msg.serialized()); | ||
DeserializeFromMessage(ret_msg, *var_h.ctx, outvar); | ||
} | ||
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bool RPCClient::AsyncGetVariable(const std::string& ep, | ||
const platform::DeviceContext& ctx, | ||
const framework::Scope& scope, | ||
const std::string& var_name, | ||
int64_t time_out) { | ||
sendrecv::VariableMessage req; | ||
req.set_varname(var_name); | ||
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auto* var = scope.FindVar(var_name); | ||
SerializeToMessage(var_name, var, ctx, &req); | ||
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// varhandle | ||
VarHandle var_h; | ||
var_h.ep = ep; | ||
var_h.scope = &scope; | ||
var_h.name = var_name; | ||
var_h.ctx = &ctx; | ||
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// stub context | ||
auto ch = GetChannel(ep); | ||
GetProcessor* s = new GetProcessor(ch); | ||
s->Prepare(var_h, time_out); | ||
s->response_call_back_ = ProcGetResponse; | ||
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auto rpc = s->stub_->AsyncGetVariable(s->context_.get(), req, &cq_); | ||
rpc->Finish(&s->reply_, &s->status_, (void*)s); | ||
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req_count_++; | ||
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return true; | ||
} | ||
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bool RPCClient::wait() { | ||
bool ok = true; | ||
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while (true) { | ||
if (req_count_ <= 0) { | ||
break; | ||
} | ||
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if (!Proceed()) { | ||
LOG(ERROR) << "Get meets CompletionQueue error"; | ||
return false; | ||
} | ||
} | ||
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return ok; | ||
} | ||
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bool RPCClient::Proceed() { | ||
void* tag = NULL; | ||
bool ok = false; | ||
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// request counts. | ||
if (!cq_.Next(&tag, &ok)) { | ||
return false; | ||
} | ||
req_count_--; | ||
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GPR_ASSERT(ok); | ||
PADDLE_ENFORCE(tag); | ||
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// TODO(gongwb): add more retries. | ||
ClientBase* c = static_cast<ClientBase*>(tag); | ||
if (!c->status_.ok()) { | ||
delete c; | ||
return true; | ||
} | ||
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c->Process(); | ||
delete c; | ||
return true; | ||
} | ||
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std::shared_ptr<grpc::Channel> RPCClient::GetChannel(const std::string& ep) { | ||
auto it = channels_.find(ep); | ||
if (it != channels_.end()) { | ||
return it->second; | ||
} | ||
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auto ch = std::shared_ptr<grpc::Channel>( | ||
grpc::CreateChannel(ep, grpc::InsecureChannelCredentials())); | ||
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channels_[ep] = ch; | ||
return ch; | ||
} | ||
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} // namespace detail | ||
} // namespace operators | ||
} // namespace paddle |
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/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserve. | ||
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 | ||
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#include <grpc++/grpc++.h> | ||
#include <grpc/support/log.h> | ||
#include <time.h> | ||
#include <chrono> | ||
#include <ctime> | ||
#include <functional> | ||
#include <iostream> | ||
#include <map> | ||
#include <string> | ||
#include <vector> | ||
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#include "paddle/framework/data_type.h" | ||
#include "paddle/framework/lod_tensor.h" | ||
#include "paddle/framework/scope.h" | ||
#include "paddle/framework/selected_rows.h" | ||
#include "paddle/operators/detail/sendrecvop_utils.h" | ||
#include "paddle/operators/detail/simple_block_queue.h" | ||
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namespace paddle { | ||
namespace operators { | ||
namespace detail { | ||
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struct VarHandle { | ||
std::string ep; | ||
const platform::DeviceContext* ctx; | ||
const framework::Scope* scope; | ||
std::string name; | ||
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std::string String() const { | ||
std::ostringstream s; | ||
s << "name:[" << name << "] ep:[" << ep << "]"; | ||
return s.str(); | ||
} | ||
}; | ||
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void ProcGetResponse(const VarHandle& var_h, | ||
const sendrecv::VariableMessage& msg); | ||
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class ClientBase { | ||
public: | ||
explicit ClientBase(std::shared_ptr<grpc::Channel> ch) { | ||
stub_ = sendrecv::SendRecvService::NewStub(ch); | ||
context_ = NULL; | ||
} | ||
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virtual ~ClientBase() {} | ||
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virtual void Prepare(const VarHandle& var_info, int64_t time_out) { | ||
context_.reset(new grpc::ClientContext()); | ||
var_h_ = var_info; | ||
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std::chrono::system_clock::time_point deadline = | ||
std::chrono::system_clock::now() + std::chrono::milliseconds(time_out); | ||
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context_->set_deadline(deadline); | ||
} | ||
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virtual void Process() = 0; | ||
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std::unique_ptr<sendrecv::SendRecvService::Stub> stub_; | ||
std::unique_ptr<grpc::ClientContext> context_; | ||
grpc::Status status_; | ||
VarHandle var_h_; | ||
}; | ||
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typedef std::function<void(const VarHandle&, const sendrecv::VoidMessage&)> | ||
RequestSendCallBack; | ||
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class SendProcessor : public ClientBase { | ||
public: | ||
explicit SendProcessor(std::shared_ptr<grpc::Channel> ch) : ClientBase(ch) {} | ||
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virtual ~SendProcessor() {} | ||
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virtual void Process() { | ||
if (response_call_back_) { | ||
response_call_back_(var_h_, reply_); | ||
} | ||
} | ||
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sendrecv::VoidMessage reply_; | ||
RequestSendCallBack response_call_back_ = NULL; | ||
}; | ||
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typedef std::function<void(const VarHandle&, const sendrecv::VariableMessage&)> | ||
RequestGetCallBack; | ||
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class GetProcessor : public ClientBase { | ||
public: | ||
explicit GetProcessor(std::shared_ptr<grpc::Channel> ch) : ClientBase(ch) {} | ||
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virtual ~GetProcessor() {} | ||
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virtual void Process() { | ||
if (response_call_back_) { | ||
response_call_back_(var_h_, reply_); | ||
} | ||
} | ||
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sendrecv::VariableMessage reply_; | ||
RequestGetCallBack response_call_back_ = ProcGetResponse; | ||
}; | ||
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class RPCClient { | ||
public: | ||
bool AsyncSendVariable(const std::string& ep, | ||
const platform::DeviceContext& ctx, | ||
const framework::Scope& scope, | ||
const std::string& var_name, | ||
int64_t time_out = 600 * 1000); | ||
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bool AsyncGetVariable(const std::string& ep, | ||
const platform::DeviceContext& ctx, | ||
const framework::Scope& scope, | ||
const std::string& var_name, | ||
int64_t time_out = 600 * 1000); | ||
bool wait(); | ||
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private: | ||
bool Proceed(); | ||
std::shared_ptr<grpc::Channel> GetChannel(const std::string& ep); | ||
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private: | ||
grpc::CompletionQueue cq_; | ||
std::map<std::string, std::shared_ptr<grpc::Channel>> channels_; | ||
int64_t req_count_ = 0; | ||
}; | ||
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} // namespace detail | ||
} // namespace operators | ||
} // namespace paddle |
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