New multithreaded async C++ tests. The server is architected the way

that it should be with multiple threads waiting on a single completion queue. The client currently uses a separate completion queue per-thread, as trying to do a single unified queue was leading to crashes for me. I need to figure that out.
10 years ago · dea740f329
parent edfd1023ae
commit dea740f329
2 changed files with 636 additions and 0 deletions
--- a/test/cpp/qps/client_async.cc
+++ b/test/cpp/qps/client_async.cc
@ -0,0 +1,340 @@
+/*
+ *
+ * Copyright 2015, Google Inc.
+ * All rights reserved.
+ *
+ * Redistribution and use in source and binary forms, with or without
+ * modification, are permitted provided that the following conditions are
+ * met:
+ *
+ *     * Redistributions of source code must retain the above copyright
+ * notice, this list of conditions and the following disclaimer.
+ *     * Redistributions in binary form must reproduce the above
+ * copyright notice, this list of conditions and the following disclaimer
+ * in the documentation and/or other materials provided with the
+ * distribution.
+ *     * Neither the name of Google Inc. nor the names of its
+ * contributors may be used to endorse or promote products derived from
+ * this software without specific prior written permission.
+ *
+ * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ * "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ * A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+ * OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+ * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+ * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+ * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+ * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+ * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+ * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *
+ */
+
+#include <cassert>
+#include <functional>
+#include <memory>
+#include <string>
+#include <thread>
+#include <vector>
+#include <sstream>
+
+#include <grpc/grpc.h>
+#include <grpc/support/histogram.h>
+#include <grpc/support/log.h>
+#include <gflags/gflags.h>
+#include <grpc++/async_unary_call.h>
+#include <grpc++/client_context.h>
+#include <grpc++/status.h>
+#include "test/core/util/grpc_profiler.h"
+#include "test/cpp/util/create_test_channel.h"
+#include "test/cpp/qps/qpstest.pb.h"
+
+DEFINE_bool(enable_ssl, false, "Whether to use ssl/tls.");
+DEFINE_int32(server_port, 0, "Server port.");
+DEFINE_string(server_host, "127.0.0.1", "Server host.");
+DEFINE_int32(client_threads, 4, "Number of client threads.");
+
+// We have a configurable number of channels for sending RPCs.
+// RPCs are sent round-robin on the available channels by the
+// various threads. Interesting cases are 1 global channel or
+// 1 per-thread channel, but we can support any number.
+// The channels are assigned round-robin on an RPC by RPC basis
+// rather than just at initialization time in order to also measure the
+// impact of cache thrashing caused by channel changes. This is an issue
+// if you are not in one of the above "interesting cases"
+DEFINE_int32(client_channels, 4, "Number of client channels.");
+
+DEFINE_int32(num_rpcs, 1000, "Number of RPCs per thread.");
+DEFINE_int32(payload_size, 1, "Payload size in bytes");
+
+// Alternatively, specify parameters for test as a workload so that multiple
+// tests are initiated back-to-back. This is convenient for keeping a borg
+// allocation consistent. This is a space-separated list of
+// [threads channels num_rpcs payload_size ]*
+DEFINE_string(workload, "", "Workload parameters");
+
+using grpc::ChannelInterface;
+using grpc::CreateTestChannel;
+using grpc::testing::ServerStats;
+using grpc::testing::SimpleRequest;
+using grpc::testing::SimpleResponse;
+using grpc::testing::StatsRequest;
+using grpc::testing::TestService;
+
+// In some distros, gflags is in the namespace google, and in some others,
+// in gflags. This hack is enabling us to find both.
+namespace google { }
+namespace gflags { }
+using namespace google;
+using namespace gflags;
+
+static double now() {
+  gpr_timespec tv = gpr_now();
+  return 1e9 * tv.tv_sec + tv.tv_nsec;
+}
+
+  class ClientRpcContext {
+  public:
+    ClientRpcContext() {}
+    virtual ~ClientRpcContext() {}
+    virtual bool operator()() = 0; // do next state, return false if steps done
+    static void *tag(ClientRpcContext *c) {return reinterpret_cast<void *>(c);}
+    static ClientRpcContext *detag(void *t) {
+      return reinterpret_cast<ClientRpcContext *>(t);
+    }
+    virtual void report_stats(gpr_histogram *hist) = 0;
+  };
+  template <class RequestType, class ResponseType>
+    class ClientRpcContextUnaryImpl : public ClientRpcContext {
+  public:
+    ClientRpcContextUnaryImpl(const RequestType& req,
+			      std::function<grpc::ClientAsyncResponseReader<
+			      ResponseType> *(grpc::ClientContext *,
+					      const RequestType&, void *)> start_req,
+			      std::function<void(grpc::Status, ResponseType *)> on_done):
+      context_(), req_(req), response_(),	
+      next_state_(&ClientRpcContextUnaryImpl::ReqSent),
+      callback_(on_done),
+      start_(now()),
+      response_reader_(start_req(&context_, req_,
+				 ClientRpcContext::tag(this))) {
+    }
+    ~ClientRpcContextUnaryImpl() override {}
+    bool operator()() override {return (this->*next_state_)();}
+    void report_stats(gpr_histogram *hist) override {
+      gpr_histogram_add(hist, now()-start_);
+    }
+  private:
+    bool ReqSent() {
+      next_state_ = &ClientRpcContextUnaryImpl::RespDone;
+      response_reader_->Finish(&response_, &status_, ClientRpcContext::tag(this));
+      return true;
+    }
+    bool RespDone() {
+      next_state_ = &ClientRpcContextUnaryImpl::DoCallBack;
+      return false;
+    }
+    bool DoCallBack() {
+      callback_(status_, &response_);
+      return false;
+    }
+    grpc::ClientContext context_;
+    RequestType req_;
+    ResponseType response_;
+    bool (ClientRpcContextUnaryImpl::*next_state_)();
+    std::function<void(grpc::Status, ResponseType *)> callback_;
+    grpc::Status status_;
+    double start_;
+    std::unique_ptr<grpc::ClientAsyncResponseReader<ResponseType>> response_reader_;
+  };
+
+static void RunTest(const int client_threads, const int client_channels,
+		    const int num_rpcs, const int payload_size) {
+  gpr_log(GPR_INFO,
+          "QPS test with parameters\n"
+          "enable_ssl = %d\n"
+          "client_channels = %d\n"
+          "client_threads = %d\n"
+          "num_rpcs = %d\n"
+          "payload_size = %d\n"
+          "server_host:server_port = %s:%d\n\n",
+          FLAGS_enable_ssl, client_channels, client_threads, num_rpcs,
+          payload_size, FLAGS_server_host.c_str(), FLAGS_server_port);
+
+  std::ostringstream oss;
+  oss << FLAGS_server_host << ":" << FLAGS_server_port;
+
+  class ClientChannelInfo {
+   public:
+    explicit ClientChannelInfo(const grpc::string &server)
+        : channel_(CreateTestChannel(server, FLAGS_enable_ssl)),
+          stub_(TestService::NewStub(channel_)) {}
+    ChannelInterface *get_channel() { return channel_.get(); }
+    TestService::Stub *get_stub() { return stub_.get(); }
+
+   private:
+    std::shared_ptr<ChannelInterface> channel_;
+    std::unique_ptr<TestService::Stub> stub_;
+  };
+
+  std::vector<ClientChannelInfo> channels;
+  for (int i = 0; i < client_channels; i++) {
+    channels.push_back(ClientChannelInfo(oss.str()));
+  }
+
+  std::vector<std::thread> threads;  // Will add threads when ready to execute
+  std::vector<::gpr_histogram *> thread_stats(client_threads);
+
+  TestService::Stub *stub_stats = channels[0].get_stub();
+  grpc::ClientContext context_stats_begin;
+  StatsRequest stats_request;
+  ServerStats server_stats_begin;
+  stats_request.set_test_num(0);
+  grpc::Status status_beg = stub_stats->CollectServerStats(
+      &context_stats_begin, stats_request, &server_stats_begin);
+
+  grpc_profiler_start("qps_client_async.prof");
+
+  auto CheckDone = [=](grpc::Status s, SimpleResponse *response) {
+    GPR_ASSERT(s.IsOk() &&
+	       (response->payload().type() ==
+		grpc::testing::PayloadType::COMPRESSABLE) &&
+	       (response->payload().body().length() ==
+		static_cast<size_t>(payload_size)));
+  };
+  
+  for (int i = 0; i < client_threads; i++) {
+    gpr_histogram *hist = gpr_histogram_create(0.01, 60e9);
+    GPR_ASSERT(hist != NULL);
+    thread_stats[i] = hist;
+
+    threads.push_back(
+        std::thread([hist, client_threads, client_channels, num_rpcs,
+                     payload_size, &channels, &CheckDone](int channel_num) {
+		      using namespace std::placeholders;
+                      SimpleRequest request;
+                      request.set_response_type(
+                          grpc::testing::PayloadType::COMPRESSABLE);
+                      request.set_response_size(payload_size);
+
+		      grpc::CompletionQueue cli_cq;
+
+                      int rpcs_sent=0;
+                      while (rpcs_sent < num_rpcs) {
+                        rpcs_sent++;
+                        TestService::Stub *stub =
+                            channels[channel_num].get_stub();
+                        grpc::ClientContext context;
+			auto start_req = std::bind(static_cast<grpc::ClientAsyncResponseReader<SimpleResponse>*(TestService::Stub::*)(grpc::ClientContext *,const SimpleRequest &,grpc::CompletionQueue *,void *)>
+						   (&TestService::Stub::UnaryCall),
+						   stub, _1, _2, &cli_cq, _3);
+			new ClientRpcContextUnaryImpl<SimpleRequest,
+						      SimpleResponse>(request,
+								      start_req,
+								      CheckDone);
+			void *got_tag;
+			bool ok;
+
+			// Need to call 2 next for every 1 RPC (1 for req done, 1 for resp done)
+			cli_cq.Next(&got_tag,&ok);
+			if (!ok)
+			  break;
+			ClientRpcContext *ctx = ClientRpcContext::detag(got_tag);
+			if ((*ctx)() == false) {
+			  // call the callback and then delete it
+			  (*ctx)();
+			  delete ctx;
+			}
+			cli_cq.Next(&got_tag,&ok);
+			if (!ok)
+			  break;
+			ctx = ClientRpcContext::detag(got_tag);
+			if ((*ctx)() == false) {
+			  // call the callback and then delete it
+			  ctx->report_stats(hist);
+			  (*ctx)();
+			  delete ctx;
+			}
+			// Now do runtime round-robin assignment of the next
+			// channel number
+			channel_num += client_threads;
+			channel_num %= client_channels;
+		      }
+                    },
+                    i % client_channels));
+  }
+
+  gpr_histogram *hist = gpr_histogram_create(0.01, 60e9);
+  GPR_ASSERT(hist != NULL);
+  for (auto &t : threads) {
+    t.join();
+  }
+
+  grpc_profiler_stop();
+
+  for (int i = 0; i < client_threads; i++) {
+    gpr_histogram *h = thread_stats[i];
+    gpr_log(GPR_INFO, "latency at thread %d (50/90/95/99/99.9): %f/%f/%f/%f/%f",
+            i, gpr_histogram_percentile(h, 50), gpr_histogram_percentile(h, 90),
+            gpr_histogram_percentile(h, 95), gpr_histogram_percentile(h, 99),
+            gpr_histogram_percentile(h, 99.9));
+    gpr_histogram_merge(hist, h);
+    gpr_histogram_destroy(h);
+  }
+
+  gpr_log(
+      GPR_INFO,
+      "latency across %d threads with %d channels and %d payload "
+      "(50/90/95/99/99.9): %f / %f / %f / %f / %f",
+      client_threads, client_channels, payload_size,
+      gpr_histogram_percentile(hist, 50), gpr_histogram_percentile(hist, 90),
+      gpr_histogram_percentile(hist, 95), gpr_histogram_percentile(hist, 99),
+      gpr_histogram_percentile(hist, 99.9));
+  gpr_histogram_destroy(hist);
+
+  grpc::ClientContext context_stats_end;
+  ServerStats server_stats_end;
+  grpc::Status status_end = stub_stats->CollectServerStats(
+      &context_stats_end, stats_request, &server_stats_end);
+
+  double elapsed = server_stats_end.time_now() - server_stats_begin.time_now();
+  int total_rpcs = client_threads * num_rpcs;
+  double utime = server_stats_end.time_user() - server_stats_begin.time_user();
+  double stime =
+      server_stats_end.time_system() - server_stats_begin.time_system();
+  gpr_log(GPR_INFO,
+          "Elapsed time: %.3f\n"
+          "RPC Count: %d\n"
+          "QPS: %.3f\n"
+          "System time: %.3f\n"
+          "User time: %.3f\n"
+          "Resource usage: %.1f%%\n",
+          elapsed, total_rpcs, total_rpcs / elapsed, stime, utime,
+          (stime + utime) / elapsed * 100.0);
+}
+
+int main(int argc, char **argv) {
+  grpc_init();
+  ParseCommandLineFlags(&argc, &argv, true);
+
+  GPR_ASSERT(FLAGS_server_port);
+
+  if (FLAGS_workload.length() == 0) {
+    RunTest(FLAGS_client_threads, FLAGS_client_channels, FLAGS_num_rpcs,
+            FLAGS_payload_size);
+  } else {
+    std::istringstream workload(FLAGS_workload);
+    int client_threads, client_channels, num_rpcs, payload_size;
+    workload >> client_threads;
+    while (!workload.eof()) {
+      workload >> client_channels >> num_rpcs >> payload_size;
+      RunTest(client_threads, client_channels, num_rpcs, payload_size);
+      workload >> client_threads;
+    }
+    gpr_log(GPR_INFO, "Done with specified workload.");
+  }
+
+  grpc_shutdown();
+  return 0;
+}
--- a/test/cpp/qps/server_async.cc
+++ b/test/cpp/qps/server_async.cc
@ -0,0 +1,296 @@
+/*
+ *
+ * Copyright 2015, Google Inc.
+ * All rights reserved.
+ *
+ * Redistribution and use in source and binary forms, with or without
+ * modification, are permitted provided that the following conditions are
+ * met:
+ *
+ *     * Redistributions of source code must retain the above copyright
+ * notice, this list of conditions and the following disclaimer.
+ *     * Redistributions in binary form must reproduce the above
+ * copyright notice, this list of conditions and the following disclaimer
+ * in the documentation and/or other materials provided with the
+ * distribution.
+ *     * Neither the name of Google Inc. nor the names of its
+ * contributors may be used to endorse or promote products derived from
+ * this software without specific prior written permission.
+ *
+ * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ * "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ * A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+ * OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+ * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+ * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+ * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+ * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+ * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+ * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *
+ */
+
+#include <forward_list>
+#include <functional>
+#include <sys/time.h>
+#include <sys/resource.h>
+#include <sys/signal.h>
+#include <thread>
+
+#include <gflags/gflags.h>
+#include <grpc/support/alloc.h>
+#include <grpc/support/host_port.h>
+#include <grpc++/async_unary_call.h>
+#include <grpc++/config.h>
+#include <grpc++/server.h>
+#include <grpc++/server_builder.h>
+#include <grpc++/server_context.h>
+#include <grpc++/status.h>
+#include <gtest/gtest.h>
+#include "src/cpp/server/thread_pool.h"
+#include "test/core/util/grpc_profiler.h"
+#include "test/cpp/qps/qpstest.pb.h"
+
+#include <grpc/grpc.h>
+#include <grpc/support/log.h>
+
+DEFINE_bool(enable_ssl, false, "Whether to use ssl/tls.");
+DEFINE_int32(port, 0, "Server port.");
+DEFINE_int32(server_threads, 4, "Number of server threads.");
+
+using grpc::CompletionQueue;
+using grpc::Server;
+using grpc::ServerBuilder;
+using grpc::ServerContext;
+using grpc::ThreadPool;
+using grpc::testing::Payload;
+using grpc::testing::PayloadType;
+using grpc::testing::ServerStats;
+using grpc::testing::SimpleRequest;
+using grpc::testing::SimpleResponse;
+using grpc::testing::StatsRequest;
+using grpc::testing::TestService;
+using grpc::Status;
+
+// In some distros, gflags is in the namespace google, and in some others,
+// in gflags. This hack is enabling us to find both.
+namespace google {}
+namespace gflags {}
+using namespace google;
+using namespace gflags;
+
+static bool got_sigint = false;
+
+static void sigint_handler(int x) { got_sigint = 1; }
+
+static double time_double(struct timeval *tv) {
+  return tv->tv_sec + 1e-6 * tv->tv_usec;
+}
+
+static bool SetPayload(PayloadType type, int size, Payload *payload) {
+  PayloadType response_type = type;
+  // TODO(yangg): Support UNCOMPRESSABLE payload.
+  if (type != PayloadType::COMPRESSABLE) {
+    return false;
+  }
+  payload->set_type(response_type);
+  std::unique_ptr<char[]> body(new char[size]());
+  payload->set_body(body.get(), size);
+  return true;
+}
+
+namespace {
+
+class AsyncQpsServerTest {
+ public:
+  AsyncQpsServerTest() : srv_cq_(), async_service_(&srv_cq_), server_(nullptr) {
+    char *server_address = NULL;
+    gpr_join_host_port(&server_address, "::", FLAGS_port);
+
+    ServerBuilder builder;
+    builder.AddPort(server_address);
+
+    builder.RegisterAsyncService(&async_service_);
+
+    server_ = builder.BuildAndStart();
+    gpr_log(GPR_INFO, "Server listening on %s\n", server_address);
+    gpr_free(server_address);
+
+    using namespace std::placeholders;
+    request_unary_ = std::bind(&TestService::AsyncService::RequestUnaryCall,
+                               &async_service_, _1, _2, _3, &srv_cq_, _4);
+    request_stats_ =
+        std::bind(&TestService::AsyncService::RequestCollectServerStats,
+                  &async_service_, _1, _2, _3, &srv_cq_, _4);
+    for (int i = 0; i < 100; i++) {
+      contexts_.push_front(new ServerRpcContextUnaryImpl<SimpleRequest,
+			   SimpleResponse>(request_unary_, UnaryCall));
+      contexts_.push_front(new ServerRpcContextUnaryImpl<StatsRequest,
+			   ServerStats>(request_stats_, CollectServerStats));
+    }
+  }
+  ~AsyncQpsServerTest() {
+    server_->Shutdown();
+    void *ignored_tag;
+    bool ignored_ok;
+    srv_cq_.Shutdown();
+    while (srv_cq_.Next(&ignored_tag, &ignored_ok)) {
+    }
+    while (!contexts_.empty()) {
+      delete contexts_.front();
+      contexts_.pop_front();
+    }
+  }
+  void ServeRpcs(int num_threads) {
+    std::vector<std::thread> threads;
+    for (int i = 0; i < num_threads; i++) {
+      threads.push_back(std::thread([=]() {
+        // Wait until work is available or we are shutting down
+        bool ok;
+        void *got_tag;
+        while (srv_cq_.Next(&got_tag, &ok)) {
+          EXPECT_EQ(ok, true);
+	  ServerRpcContext *ctx = detag(got_tag);
+          // The tag is a pointer to an RPC context to invoke
+          if ((*ctx)() == false) {
+	    // this RPC context is done, so refresh it
+	    ctx->refresh();
+	  }
+        }
+        return;
+      }));
+    }
+    while (!got_sigint) {
+      std::this_thread::sleep_for(std::chrono::seconds(5));
+    }
+  }
+ private:
+  class ServerRpcContext {
+  public:
+    ServerRpcContext() {}
+    virtual ~ServerRpcContext() {};
+    virtual bool operator()() = 0; // do next state, return false if all done
+    virtual void refresh() = 0; // start this back at a clean state
+  };
+  static void *tag(ServerRpcContext *func) {
+    return reinterpret_cast<void *>(func);
+  }
+  static ServerRpcContext *detag(void *tag) {
+    return reinterpret_cast<ServerRpcContext *>(tag);
+  }
+
+  template <class RequestType, class ResponseType>
+  class ServerRpcContextUnaryImpl : public ServerRpcContext {
+   public:
+    ServerRpcContextUnaryImpl(
+        std::function<void(ServerContext *, RequestType *,
+                           grpc::ServerAsyncResponseWriter<ResponseType> *,
+                           void *)> request_method,
+        std::function<grpc::Status(const RequestType *, ResponseType *)>
+            invoke_method)
+        : next_state_(&ServerRpcContextUnaryImpl::invoker),
+          request_method_(request_method),
+          invoke_method_(invoke_method),
+	  response_writer_(&srv_ctx_) {
+      request_method_(&srv_ctx_, &req_, &response_writer_,
+		      AsyncQpsServerTest::tag(this));
+    }
+    ~ServerRpcContextUnaryImpl() override {}
+    bool operator()() override {return (this->*next_state_)();}
+    void refresh() override {
+      srv_ctx_ = ServerContext();
+      req_ = RequestType();
+      response_writer_ =
+	grpc::ServerAsyncResponseWriter<ResponseType>(&srv_ctx_);
+
+      // Then request the method
+      next_state_ = &ServerRpcContextUnaryImpl::invoker;
+      request_method_(&srv_ctx_, &req_, &response_writer_,
+		      AsyncQpsServerTest::tag(this));
+    }
+   private:
+    bool finisher() {return false;}
+    bool invoker() {
+      ResponseType response;
+
+      // Call the RPC processing function
+      grpc::Status status = invoke_method_(&req_, &response);
+
+      // Have the response writer work and invoke on_finish when done
+      next_state_ = &ServerRpcContextUnaryImpl::finisher;
+      response_writer_.Finish(response, status,
+			      AsyncQpsServerTest::tag(this));
+      return true;
+    }
+    ServerContext srv_ctx_;
+    RequestType req_;
+    bool (ServerRpcContextUnaryImpl::*next_state_)();
+    std::function<void(ServerContext *, RequestType *,
+                       grpc::ServerAsyncResponseWriter<ResponseType> *, void *)>
+        request_method_;
+    std::function<grpc::Status(const RequestType *, ResponseType *)>
+        invoke_method_;
+    grpc::ServerAsyncResponseWriter<ResponseType> response_writer_;
+  };
+
+  static Status CollectServerStats(const StatsRequest *,
+                                   ServerStats *response) {
+    struct rusage usage;
+    struct timeval tv;
+    gettimeofday(&tv, NULL);
+    getrusage(RUSAGE_SELF, &usage);
+    response->set_time_now(time_double(&tv));
+    response->set_time_user(time_double(&usage.ru_utime));
+    response->set_time_system(time_double(&usage.ru_stime));
+    return Status::OK;
+  }
+  static Status UnaryCall(const SimpleRequest *request,
+                          SimpleResponse *response) {
+    if (request->has_response_size() && request->response_size() > 0) {
+      if (!SetPayload(request->response_type(), request->response_size(),
+                      response->mutable_payload())) {
+        return Status(grpc::StatusCode::INTERNAL, "Error creating payload.");
+      }
+    }
+    return Status::OK;
+  }
+  CompletionQueue srv_cq_;
+  TestService::AsyncService async_service_;
+  std::unique_ptr<Server> server_;
+  std::function<void(ServerContext *, SimpleRequest *,
+                     grpc::ServerAsyncResponseWriter<SimpleResponse> *, void *)>
+      request_unary_;
+  std::function<void(ServerContext *, StatsRequest *,
+                     grpc::ServerAsyncResponseWriter<ServerStats> *, void *)>
+      request_stats_;
+  std::forward_list<ServerRpcContext *> contexts_;
+};
+
+}  // namespace
+
+static void RunServer() {
+  AsyncQpsServerTest server;
+
+  grpc_profiler_start("qps_server_async.prof");
+
+  server.ServeRpcs(FLAGS_server_threads);
+
+  grpc_profiler_stop();
+}
+
+int main(int argc, char **argv) {
+  grpc_init();
+  ParseCommandLineFlags(&argc, &argv, true);
+  GPR_ASSERT(FLAGS_port != 0);
+  GPR_ASSERT(!FLAGS_enable_ssl);
+
+  signal(SIGINT, sigint_handler);
+
+  RunServer();
+
+  grpc_shutdown();
+  google::protobuf::ShutdownProtobufLibrary();
+
+  return 0;
+}