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[examples] Implement custom metrics reporting from server
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# Copyright 2023 the gRPC authors. | ||
# | ||
# 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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licenses(["notice"]) | ||
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cc_binary( | ||
name = "orca_server", | ||
srcs = ["orca_server.cc"], | ||
defines = ["BAZEL_BUILD"], | ||
deps = [ | ||
"//:grpc++", | ||
"//:grpcpp_orca_service", | ||
"//examples/protos:helloworld_cc_grpc", | ||
"@com_google_absl//absl/flags:flag", | ||
"@com_google_absl//absl/flags:parse", | ||
"@com_google_absl//absl/strings:str_format", | ||
], | ||
) |
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# gRPC Custom Metrics Example | ||
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You can find a complete set of instructions for building gRPC and running the | ||
examples in the [C++ Quick Start][]. | ||
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This example shows how to implement a server that provides custom metrics usable | ||
by custom load balancing policies. | ||
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Server needs to be setup with metrics recorder and Orca service for sending | ||
these metrics to a client: | ||
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```c++ | ||
GreeterServiceImpl service; | ||
// Setup custom metrics recording | ||
auto server_metric_recorder = | ||
grpc::experimental::ServerMetricRecorder::Create(); | ||
grpc::experimental::OrcaService orca_service( | ||
server_metric_recorder.get(), | ||
grpc::experimental::OrcaService::Options().set_min_report_duration( | ||
absl::Seconds(0.1))); | ||
builder.RegisterService(&orca_service); | ||
grpc::ServerBuilder::experimental_type(&builder).EnableCallMetricRecording( | ||
nullptr); | ||
``` | ||
Afterwards per-request metrics can be reported from the gRPC service | ||
implementation using the metric recorder from the request context: | ||
```c++ | ||
auto recorder = context->ExperimentalGetCallMetricRecorder(); | ||
if (recorder == nullptr) { | ||
return Status(grpc::StatusCode::INTERNAL, | ||
"Unable to access metrics recorder. Make sure " | ||
"EnableCallMetricRecording had been called."); | ||
} | ||
recorder->RecordCpuUtilizationMetric(0.5); | ||
``` | ||
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Out of band metrics can be reported using the `server_metric_recorder` | ||
directly: | ||
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```c++ | ||
server_metric_recorder->SetCpuUtilization(0.75); | ||
``` | ||
[C++ Quick Start]: https://grpc.io/docs/languages/cpp/quickstart |
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/* | ||
* | ||
* Copyright 2023 gRPC authors. | ||
* | ||
* 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 <cstddef> | ||
#include <iostream> | ||
#include <memory> | ||
#include <string> | ||
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#include "absl/flags/flag.h" | ||
#include "absl/flags/parse.h" | ||
#include "absl/strings/str_format.h" | ||
#include "examples/protos/helloworld.grpc.pb.h" | ||
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#include <grpcpp/ext/call_metric_recorder.h> | ||
#include <grpcpp/ext/orca_service.h> | ||
#include <grpcpp/grpcpp.h> | ||
#include <grpcpp/health_check_service_interface.h> | ||
#include <grpcpp/support/status.h> | ||
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using grpc::Server; | ||
using grpc::ServerBuilder; | ||
using grpc::ServerContext; | ||
using grpc::Status; | ||
using helloworld::Greeter; | ||
using helloworld::HelloReply; | ||
using helloworld::HelloRequest; | ||
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ABSL_FLAG(uint16_t, port, 50051, "Server port for the service"); | ||
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// Logic and data behind the server's behavior. | ||
class GreeterServiceImpl final : public Greeter::Service { | ||
Status SayHello(ServerContext* context, const HelloRequest* request, | ||
HelloReply* reply) override { | ||
auto recorder = context->ExperimentalGetCallMetricRecorder(); | ||
if (recorder == nullptr) { | ||
return Status(grpc::StatusCode::INTERNAL, | ||
"Unable to access metrics recorder. Make sure " | ||
"EnableCallMetricRecording had been called."); | ||
} | ||
recorder->RecordRequestCostMetric("db_queries", 10); | ||
recorder->RecordCpuUtilizationMetric(0.5); | ||
std::string prefix("Hello "); | ||
reply->set_message(prefix + request->name()); | ||
return Status::OK; | ||
} | ||
}; | ||
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void RunServer(uint16_t port) { | ||
std::string server_address = absl::StrFormat("0.0.0.0:%d", port); | ||
ServerBuilder builder; | ||
GreeterServiceImpl service; | ||
// Setup custom metrics recording | ||
auto server_metric_recorder = | ||
grpc::experimental::ServerMetricRecorder::Create(); | ||
grpc::experimental::OrcaService orca_service( | ||
server_metric_recorder.get(), | ||
grpc::experimental::OrcaService::Options().set_min_report_duration( | ||
absl::Seconds(0.1))); | ||
builder.RegisterService(&orca_service); | ||
grpc::ServerBuilder::experimental_type(&builder).EnableCallMetricRecording( | ||
server_metric_recorder.get()); | ||
// Resume setting up gRPC server as usual | ||
grpc::EnableDefaultHealthCheckService(true); | ||
// Listen on the given address without any authentication mechanism. | ||
builder.AddListeningPort(server_address, grpc::InsecureServerCredentials()); | ||
// Register "service" as the instance through which we'll communicate with | ||
// clients. In this case it corresponds to an *synchronous* service. | ||
builder.RegisterService(&service); | ||
// Finally assemble the server. | ||
std::unique_ptr<Server> server(builder.BuildAndStart()); | ||
std::cout << "Server listening on " << server_address << std::endl; | ||
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// Wait for the server to shutdown. Note that some other thread must be | ||
// responsible for shutting down the server for this call to ever return. | ||
server->Wait(); | ||
} | ||
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int main(int argc, char** argv) { | ||
absl::ParseCommandLine(argc, argv); | ||
RunServer(absl::GetFlag(FLAGS_port)); | ||
return 0; | ||
} |