[examples] Implement custom metrics reporting from server (#35218)

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Eugene Ostroukhov 1 year ago committed by GitHub
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  1. 1
      examples/cpp/cmake/common.cmake
  2. 29
      examples/cpp/orca/BUILD
  3. 46
      examples/cpp/orca/README.md
  4. 101
      examples/cpp/orca/orca_server.cc

@ -51,6 +51,7 @@ if(GRPC_AS_SUBMODULE)
# this build.
set(_PROTOBUF_LIBPROTOBUF libprotobuf)
set(_REFLECTION grpc++_reflection)
set(_ORCA_SERVICE grpcpp_orca_service)
if(CMAKE_CROSSCOMPILING)
find_program(_PROTOBUF_PROTOC protoc)
else()

@ -0,0 +1,29 @@
# 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.
licenses(["notice"])
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",
],
)

@ -0,0 +1,46 @@
# gRPC Custom Metrics Example
You can find a complete set of instructions for building gRPC and running the
examples in the [C++ Quick Start][].
This example shows how to implement a server that provides custom metrics usable
by custom load balancing policies.
Server needs to be setup with metrics recorder and Orca service for sending
these metrics to a client:
```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);
```
Out of band metrics can be reported using the `server_metric_recorder`
directly:
```c++
server_metric_recorder->SetCpuUtilization(0.75);
```
[C++ Quick Start]: https://grpc.io/docs/languages/cpp/quickstart

@ -0,0 +1,101 @@
/*
*
* 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>
#include "absl/flags/flag.h"
#include "absl/flags/parse.h"
#include "absl/strings/str_format.h"
#include "examples/protos/helloworld.grpc.pb.h"
#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>
using grpc::CallbackServerContext;
using grpc::Server;
using grpc::ServerBuilder;
using grpc::ServerUnaryReactor;
using grpc::Status;
using helloworld::Greeter;
using helloworld::HelloReply;
using helloworld::HelloRequest;
ABSL_FLAG(uint16_t, port, 50051, "Server port for the service");
// Logic and data behind the server's behavior.
class GreeterServiceImpl final : public Greeter::CallbackService {
ServerUnaryReactor* SayHello(CallbackServerContext* context,
const HelloRequest* request,
HelloReply* reply) override {
ServerUnaryReactor* reactor = context->DefaultReactor();
// Obtain the call metric recorder and use it to report the number of
// DB queries (custom cost metric) and CPU utilization.
auto recorder = context->ExperimentalGetCallMetricRecorder();
if (recorder == nullptr) {
reactor->Finish({grpc::StatusCode::INTERNAL,
"Unable to access metrics recorder. Make sure "
"EnableCallMetricRecording had been called."});
return reactor;
}
recorder->RecordRequestCostMetric("db_queries", 10);
recorder->RecordCpuUtilizationMetric(0.5);
std::string prefix("Hello ");
reply->set_message(prefix + request->name());
reactor->Finish(Status::OK);
return reactor;
}
};
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. Note that this recorder may be use to send
// the out-of-band metrics to the client.
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;
server->Wait();
}
int main(int argc, char** argv) {
absl::ParseCommandLine(argc, argv);
RunServer(absl::GetFlag(FLAGS_port));
return 0;
}
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