|  | @@ -49,10 +49,111 @@ DEFINE_string(scenarios_file, "",
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				|  |  |  DEFINE_string(scenarios_json, "",
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				|  |  |                "JSON string containing an array of Scenario objects");
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				|  |  |  DEFINE_bool(quit, false, "Quit the workers");
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				|  |  | +DEFINE_string(search_param, "",
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				|  |  | +              "The parameter, whose value is to be searched for to achieve "
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				|  |  | +              "targeted cpu load. For now, we have 'offered_load'. Later, "
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				|  |  | +              "'num_channels', 'num_outstanding_requests', etc. shall be "
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				|  |  | +              "added.");
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				|  |  | +DEFINE_double(
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				|  |  | +    initial_search_value, 0.0,
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				|  |  | +    "initial parameter value to start the search with (i.e. lower bound)");
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				|  |  | +DEFINE_double(targeted_cpu_load, 70.0,
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				|  |  | +              "Targeted cpu load (unit: %, range [0,100])");
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				|  |  | +DEFINE_double(stride, 1,
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				|  |  | +              "Defines each stride of the search. The larger the stride is, "
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				|  |  | +              "the coarser the result will be, but will also be faster.");
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				|  |  | +DEFINE_double(error_tolerance, 0.01,
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				|  |  | +              "Defines threshold for stopping the search. When current search "
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				|  |  | +              "range is narrower than the error_tolerance computed range, we "
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				|  |  | +              "stop the search.");
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				|  |  |  
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				|  |  |  namespace grpc {
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				|  |  |  namespace testing {
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				|  |  |  
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				|  |  | +static std::unique_ptr<ScenarioResult> RunAndReport(const Scenario& scenario,
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				|  |  | +                                                    bool* success) {
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				|  |  | +  std::cerr << "RUNNING SCENARIO: " << scenario.name() << "\n";
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				|  |  | +  auto result =
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				|  |  | +      RunScenario(scenario.client_config(), scenario.num_clients(),
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				|  |  | +                  scenario.server_config(), scenario.num_servers(),
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				|  |  | +                  scenario.warmup_seconds(), scenario.benchmark_seconds(),
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				|  |  | +                  scenario.spawn_local_worker_count());
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				|  |  | +
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				|  |  | +  // Amend the result with scenario config. Eventually we should adjust
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				|  |  | +  // RunScenario contract so we don't need to touch the result here.
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				|  |  | +  result->mutable_scenario()->CopyFrom(scenario);
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				|  |  | +
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				|  |  | +  GetReporter()->ReportQPS(*result);
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				|  |  | +  GetReporter()->ReportQPSPerCore(*result);
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				|  |  | +  GetReporter()->ReportLatency(*result);
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				|  |  | +  GetReporter()->ReportTimes(*result);
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				|  |  | +  GetReporter()->ReportCpuUsage(*result);
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				|  |  | +
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				|  |  | +  for (int i = 0; *success && i < result->client_success_size(); i++) {
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				|  |  | +    *success = result->client_success(i);
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				|  |  | +  }
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				|  |  | +  for (int i = 0; *success && i < result->server_success_size(); i++) {
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				|  |  | +    *success = result->server_success(i);
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				|  |  | +  }
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				|  |  | +
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				|  |  | +  return result;
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				|  |  | +}
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				|  |  | +
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				|  |  | +static double GetCpuLoad(Scenario* scenario, double offered_load,
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				|  |  | +                         bool* success) {
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				|  |  | +  scenario->mutable_client_config()
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				|  |  | +      ->mutable_load_params()
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				|  |  | +      ->mutable_poisson()
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				|  |  | +      ->set_offered_load(offered_load);
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				|  |  | +  auto result = RunAndReport(*scenario, success);
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				|  |  | +  return result->summary().server_cpu_usage();
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				|  |  | +}
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				|  |  | +
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				|  |  | +static double BinarySearch(Scenario* scenario, double targeted_cpu_load,
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				|  |  | +                           double low, double high, bool* success) {
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				|  |  | +  while (low <= high * (1 - FLAGS_error_tolerance)) {
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				|  |  | +    double mid = low + (high - low) / 2;
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				|  |  | +    double current_cpu_load = GetCpuLoad(scenario, mid, success);
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				|  |  | +    gpr_log(GPR_DEBUG, "Binary Search: current_offered_load %.0f", mid);
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				|  |  | +    if (!*success) {
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				|  |  | +      gpr_log(GPR_ERROR, "Client/Server Failure");
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				|  |  | +      break;
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				|  |  | +    }
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				|  |  | +    if (targeted_cpu_load <= current_cpu_load) {
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				|  |  | +      high = mid - FLAGS_stride;
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				|  |  | +    } else {
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				|  |  | +      low = mid + FLAGS_stride;
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				|  |  | +    }
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				|  |  | +  }
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				|  |  | +
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				|  |  | +  return low;
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				|  |  | +}
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				|  |  | +
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				|  |  | +static double SearchOfferedLoad(double initial_offered_load,
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				|  |  | +                                double targeted_cpu_load, Scenario* scenario,
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				|  |  | +                                bool* success) {
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				|  |  | +  std::cerr << "RUNNING SCENARIO: " << scenario->name() << "\n";
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				|  |  | +  double current_offered_load = initial_offered_load;
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				|  |  | +  double current_cpu_load = GetCpuLoad(scenario, current_offered_load, success);
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				|  |  | +  if (current_cpu_load > targeted_cpu_load) {
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				|  |  | +    gpr_log(GPR_ERROR, "Initial offered load too high");
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				|  |  | +    return -1;
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				|  |  | +  }
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				|  |  | +
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				|  |  | +  while (*success && (current_cpu_load < targeted_cpu_load)) {
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				|  |  | +    current_offered_load *= 2;
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				|  |  | +    current_cpu_load = GetCpuLoad(scenario, current_offered_load, success);
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				|  |  | +    gpr_log(GPR_DEBUG, "Binary Search: current_offered_load  %.0f",
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				|  |  | +            current_offered_load);
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				|  |  | +  }
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				|  |  | +
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				|  |  | +  double targeted_offered_load =
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				|  |  | +      BinarySearch(scenario, targeted_cpu_load, current_offered_load / 2,
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				|  |  | +                   current_offered_load, success);
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				|  |  | +
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				|  |  | +  return targeted_offered_load;
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				|  |  | +}
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				|  |  | +
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				|  |  |  static bool QpsDriver() {
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				|  |  |    grpc::string json;
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				|  |  |  
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				|  | @@ -68,11 +169,11 @@ static bool QpsDriver() {
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				|  |  |  
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				|  |  |    if (scfile) {
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				|  |  |      // Read the json data from disk
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				|  |  | -    FILE *json_file = fopen(FLAGS_scenarios_file.c_str(), "r");
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				|  |  | +    FILE* json_file = fopen(FLAGS_scenarios_file.c_str(), "r");
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				|  |  |      GPR_ASSERT(json_file != NULL);
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				|  |  |      fseek(json_file, 0, SEEK_END);
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				|  |  |      long len = ftell(json_file);
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				|  |  | -    char *data = new char[len];
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				|  |  | +    char* data = new char[len];
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				|  |  |      fseek(json_file, 0, SEEK_SET);
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				|  |  |      GPR_ASSERT(len == (long)fread(data, 1, len, json_file));
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				|  |  |      fclose(json_file);
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				|  | @@ -93,28 +194,19 @@ static bool QpsDriver() {
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				|  |  |    GPR_ASSERT(scenarios.scenarios_size() > 0);
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				|  |  |  
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				|  |  |    for (int i = 0; i < scenarios.scenarios_size(); i++) {
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				|  |  | -    const Scenario &scenario = scenarios.scenarios(i);
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				|  |  | -    std::cerr << "RUNNING SCENARIO: " << scenario.name() << "\n";
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				|  |  | -    auto result =
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				|  |  | -        RunScenario(scenario.client_config(), scenario.num_clients(),
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				|  |  | -                    scenario.server_config(), scenario.num_servers(),
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				|  |  | -                    scenario.warmup_seconds(), scenario.benchmark_seconds(),
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				|  |  | -                    scenario.spawn_local_worker_count());
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				|  |  | -
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				|  |  | -    // Amend the result with scenario config. Eventually we should adjust
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				|  |  | -    // RunScenario contract so we don't need to touch the result here.
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				|  |  | -    result->mutable_scenario()->CopyFrom(scenario);
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				|  |  | -
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				|  |  | -    GetReporter()->ReportQPS(*result);
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				|  |  | -    GetReporter()->ReportQPSPerCore(*result);
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				|  |  | -    GetReporter()->ReportLatency(*result);
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				|  |  | -    GetReporter()->ReportTimes(*result);
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				|  |  | -
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				|  |  | -    for (int i = 0; success && i < result->client_success_size(); i++) {
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				|  |  | -      success = result->client_success(i);
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				|  |  | -    }
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				|  |  | -    for (int i = 0; success && i < result->server_success_size(); i++) {
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				|  |  | -      success = result->server_success(i);
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				|  |  | +    if (FLAGS_search_param == "") {
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				|  |  | +      const Scenario& scenario = scenarios.scenarios(i);
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				|  |  | +      RunAndReport(scenario, &success);
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				|  |  | +    } else {
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				|  |  | +      if (FLAGS_search_param == "offered_load") {
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				|  |  | +        Scenario* scenario = scenarios.mutable_scenarios(i);
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				|  |  | +        double targeted_offered_load =
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				|  |  | +            SearchOfferedLoad(FLAGS_initial_search_value,
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				|  |  | +                              FLAGS_targeted_cpu_load, scenario, &success);
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				|  |  | +        gpr_log(GPR_INFO, "targeted_offered_load %f", targeted_offered_load);
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				|  |  | +      } else {
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				|  |  | +        gpr_log(GPR_ERROR, "Unimplemented search param");
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				|  |  | +      }
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				|  |  |      }
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				|  |  |    }
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				|  |  |    return success;
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				|  | @@ -123,7 +215,7 @@ static bool QpsDriver() {
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				|  |  |  }  // namespace testing
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				|  |  |  }  // namespace grpc
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				|  |  |  
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				|  |  | -int main(int argc, char **argv) {
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				|  |  | +int main(int argc, char** argv) {
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				|  |  |    grpc::testing::InitBenchmark(&argc, &argv, true);
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				|  |  |  
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				|  |  |    bool ok = grpc::testing::QpsDriver();
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