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@ -1724,6 +1724,324 @@ TEST_P(ClientLoadReportingTest, Vanilla) { |
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EXPECT_EQ(1U, balancer_->lrs_service()->response_count()); |
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} |
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// Tests ORCA to LRS propagation.
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TEST_P(ClientLoadReportingTest, OrcaPropagation) { |
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grpc_core::testing::ScopedExperimentalEnvVar env( |
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"GRPC_EXPERIMENTAL_XDS_ORCA_LRS_PROPAGATION"); |
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CreateAndStartBackends(4); |
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const size_t kNumRpcsPerAddress = 10; |
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const size_t kNumFailuresPerAddress = 3; |
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Cluster cluster = default_cluster_; |
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cluster.add_lrs_report_endpoint_metrics("named_metrics.foo"); |
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cluster.add_lrs_report_endpoint_metrics("cpu_utilization"); |
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cluster.add_lrs_report_endpoint_metrics("mem_utilization"); |
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cluster.add_lrs_report_endpoint_metrics("application_utilization"); |
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cluster.add_lrs_report_endpoint_metrics("unknown_field"); |
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balancer_->ads_service()->SetCdsResource(cluster); |
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EdsResourceArgs args({ |
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{"locality0", CreateEndpointsForBackends(0, 2)}, |
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{"locality1", CreateEndpointsForBackends(2, 4)}, |
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}); |
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balancer_->ads_service()->SetEdsResource(BuildEdsResource(args)); |
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// Wait until all backends are ready.
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size_t num_warmup_rpcs = |
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WaitForAllBackends(DEBUG_LOCATION, 0, 4, /*check_status=*/nullptr, |
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WaitForBackendOptions().set_reset_counters(false)); |
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// Send kNumRpcsPerAddress RPCs per server with named metrics.
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xds::data::orca::v3::OrcaLoadReport backend_metrics; |
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backend_metrics.set_cpu_utilization(0.8); |
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backend_metrics.set_mem_utilization(0.6); |
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backend_metrics.set_application_utilization(0.4); |
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auto& named_metrics = (*backend_metrics.mutable_named_metrics()); |
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named_metrics["foo"] = 1.0; |
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named_metrics["bar"] = 2.0; // Not propagated.
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CheckRpcSendOk(DEBUG_LOCATION, kNumRpcsPerAddress * backends_.size(), |
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RpcOptions().set_backend_metrics(backend_metrics)); |
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backend_metrics.set_cpu_utilization(0.4); |
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backend_metrics.set_mem_utilization(0.3); |
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backend_metrics.set_application_utilization(0.2); |
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named_metrics["foo"] = 0.3; |
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named_metrics["bar"] = 0.4; // Not propagated.
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for (size_t i = 0; i < kNumFailuresPerAddress * backends_.size(); ++i) { |
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CheckRpcSendFailure(DEBUG_LOCATION, StatusCode::FAILED_PRECONDITION, "", |
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RpcOptions().set_server_fail(true).set_backend_metrics( |
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backend_metrics)); |
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} |
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const size_t total_successful_rpcs_sent = |
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(kNumRpcsPerAddress * backends_.size()) + num_warmup_rpcs; |
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const size_t total_failed_rpcs_sent = |
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kNumFailuresPerAddress * backends_.size(); |
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// Check that the backends got the right number of requests.
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size_t total_rpcs_sent = 0; |
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for (const auto& backend : backends_) { |
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total_rpcs_sent += backend->backend_service()->request_count(); |
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} |
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EXPECT_EQ(total_rpcs_sent, |
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total_successful_rpcs_sent + total_failed_rpcs_sent); |
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// The load report received at the balancer should be correct.
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std::vector<ClientStats> load_report = |
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balancer_->lrs_service()->WaitForLoadReport(); |
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ASSERT_EQ(load_report.size(), 1UL); |
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ClientStats& client_stats = load_report.front(); |
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EXPECT_EQ(client_stats.cluster_name(), kDefaultClusterName); |
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EXPECT_EQ(client_stats.eds_service_name(), kDefaultEdsServiceName); |
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EXPECT_EQ(total_successful_rpcs_sent, |
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client_stats.total_successful_requests()); |
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EXPECT_EQ(0U, client_stats.total_requests_in_progress()); |
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EXPECT_EQ(total_rpcs_sent, client_stats.total_issued_requests()); |
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EXPECT_EQ(total_failed_rpcs_sent, client_stats.total_error_requests()); |
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EXPECT_EQ(0U, client_stats.total_dropped_requests()); |
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ASSERT_THAT( |
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client_stats.locality_stats(), |
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::testing::ElementsAre(::testing::Pair("locality0", ::testing::_), |
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::testing::Pair("locality1", ::testing::_))); |
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size_t num_successful_rpcs = 0; |
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size_t num_failed_rpcs = 0; |
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std::map<std::string, ClientStats::LocalityStats::LoadMetric> |
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named_metrics_total; |
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for (const auto& p : client_stats.locality_stats()) { |
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EXPECT_EQ(p.second.total_requests_in_progress, 0U); |
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EXPECT_EQ( |
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p.second.total_issued_requests, |
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p.second.total_successful_requests + p.second.total_error_requests); |
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num_successful_rpcs += p.second.total_successful_requests; |
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num_failed_rpcs += p.second.total_error_requests; |
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for (const auto& s : p.second.load_metrics) { |
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named_metrics_total[s.first] += s.second; |
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} |
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} |
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EXPECT_EQ(num_successful_rpcs, total_successful_rpcs_sent); |
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EXPECT_EQ(num_failed_rpcs, total_failed_rpcs_sent); |
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EXPECT_EQ(num_successful_rpcs + num_failed_rpcs, total_rpcs_sent); |
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EXPECT_THAT( |
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named_metrics_total, |
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::testing::UnorderedElementsAre( |
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::testing::Pair( |
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"named_metrics.foo", |
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LoadMetricEq( |
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(kNumRpcsPerAddress + kNumFailuresPerAddress) * |
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backends_.size(), |
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(kNumRpcsPerAddress * backends_.size()) * 1.0 + |
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(kNumFailuresPerAddress * backends_.size()) * 0.3)), |
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::testing::Pair( |
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"cpu_utilization", |
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LoadMetricEq( |
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(kNumRpcsPerAddress + kNumFailuresPerAddress) * |
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backends_.size(), |
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(kNumRpcsPerAddress * backends_.size()) * 0.8 + |
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(kNumFailuresPerAddress * backends_.size()) * 0.4)), |
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::testing::Pair( |
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"mem_utilization", |
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LoadMetricEq( |
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(kNumRpcsPerAddress + kNumFailuresPerAddress) * |
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backends_.size(), |
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(kNumRpcsPerAddress * backends_.size()) * 0.6 + |
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(kNumFailuresPerAddress * backends_.size()) * 0.3)), |
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::testing::Pair( |
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"application_utilization", |
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LoadMetricEq( |
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(kNumRpcsPerAddress + kNumFailuresPerAddress) * |
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backends_.size(), |
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(kNumRpcsPerAddress * backends_.size()) * 0.4 + |
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(kNumFailuresPerAddress * backends_.size()) * 0.2)))); |
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// The LRS service got a single request, and sent a single response.
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EXPECT_EQ(1U, balancer_->lrs_service()->request_count()); |
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EXPECT_EQ(1U, balancer_->lrs_service()->response_count()); |
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} |
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TEST_P(ClientLoadReportingTest, OrcaPropagationNamedMetricsAll) { |
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grpc_core::testing::ScopedExperimentalEnvVar env( |
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"GRPC_EXPERIMENTAL_XDS_ORCA_LRS_PROPAGATION"); |
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CreateAndStartBackends(4); |
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const size_t kNumRpcsPerAddress = 10; |
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const size_t kNumFailuresPerAddress = 3; |
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Cluster cluster = default_cluster_; |
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cluster.add_lrs_report_endpoint_metrics("named_metrics.*"); |
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balancer_->ads_service()->SetCdsResource(cluster); |
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EdsResourceArgs args({ |
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{"locality0", CreateEndpointsForBackends(0, 2)}, |
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{"locality1", CreateEndpointsForBackends(2, 4)}, |
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}); |
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balancer_->ads_service()->SetEdsResource(BuildEdsResource(args)); |
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// Wait until all backends are ready.
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size_t num_warmup_rpcs = |
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WaitForAllBackends(DEBUG_LOCATION, 0, 4, /*check_status=*/nullptr, |
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WaitForBackendOptions().set_reset_counters(false)); |
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// Send kNumRpcsPerAddress RPCs per server with named metrics.
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xds::data::orca::v3::OrcaLoadReport backend_metrics; |
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backend_metrics.set_cpu_utilization(0.8); |
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backend_metrics.set_mem_utilization(0.6); |
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backend_metrics.set_application_utilization(0.4); |
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auto& named_metrics = (*backend_metrics.mutable_named_metrics()); |
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named_metrics["foo"] = 1.0; |
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named_metrics["bar"] = 2.0; |
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CheckRpcSendOk(DEBUG_LOCATION, kNumRpcsPerAddress * backends_.size(), |
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RpcOptions().set_backend_metrics(backend_metrics)); |
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backend_metrics.set_cpu_utilization(0.4); |
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backend_metrics.set_mem_utilization(0.3); |
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backend_metrics.set_application_utilization(0.2); |
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named_metrics["foo"] = 0.3; |
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named_metrics["bar"] = 0.4; |
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for (size_t i = 0; i < kNumFailuresPerAddress * backends_.size(); ++i) { |
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CheckRpcSendFailure(DEBUG_LOCATION, StatusCode::FAILED_PRECONDITION, "", |
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RpcOptions().set_server_fail(true).set_backend_metrics( |
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backend_metrics)); |
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} |
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const size_t total_successful_rpcs_sent = |
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(kNumRpcsPerAddress * backends_.size()) + num_warmup_rpcs; |
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const size_t total_failed_rpcs_sent = |
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kNumFailuresPerAddress * backends_.size(); |
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// Check that the backends got the right number of requests.
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size_t total_rpcs_sent = 0; |
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for (const auto& backend : backends_) { |
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total_rpcs_sent += backend->backend_service()->request_count(); |
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} |
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EXPECT_EQ(total_rpcs_sent, |
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total_successful_rpcs_sent + total_failed_rpcs_sent); |
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// The load report received at the balancer should be correct.
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std::vector<ClientStats> load_report = |
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balancer_->lrs_service()->WaitForLoadReport(); |
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ASSERT_EQ(load_report.size(), 1UL); |
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ClientStats& client_stats = load_report.front(); |
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EXPECT_EQ(client_stats.cluster_name(), kDefaultClusterName); |
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EXPECT_EQ(client_stats.eds_service_name(), kDefaultEdsServiceName); |
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EXPECT_EQ(total_successful_rpcs_sent, |
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client_stats.total_successful_requests()); |
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EXPECT_EQ(0U, client_stats.total_requests_in_progress()); |
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EXPECT_EQ(total_rpcs_sent, client_stats.total_issued_requests()); |
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EXPECT_EQ(total_failed_rpcs_sent, client_stats.total_error_requests()); |
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EXPECT_EQ(0U, client_stats.total_dropped_requests()); |
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ASSERT_THAT( |
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client_stats.locality_stats(), |
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::testing::ElementsAre(::testing::Pair("locality0", ::testing::_), |
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::testing::Pair("locality1", ::testing::_))); |
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size_t num_successful_rpcs = 0; |
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size_t num_failed_rpcs = 0; |
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std::map<std::string, ClientStats::LocalityStats::LoadMetric> |
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named_metrics_total; |
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for (const auto& p : client_stats.locality_stats()) { |
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EXPECT_EQ(p.second.total_requests_in_progress, 0U); |
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EXPECT_EQ( |
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p.second.total_issued_requests, |
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p.second.total_successful_requests + p.second.total_error_requests); |
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num_successful_rpcs += p.second.total_successful_requests; |
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num_failed_rpcs += p.second.total_error_requests; |
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for (const auto& s : p.second.load_metrics) { |
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named_metrics_total[s.first] += s.second; |
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} |
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} |
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EXPECT_EQ(num_successful_rpcs, total_successful_rpcs_sent); |
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EXPECT_EQ(num_failed_rpcs, total_failed_rpcs_sent); |
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EXPECT_EQ(num_successful_rpcs + num_failed_rpcs, total_rpcs_sent); |
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EXPECT_THAT( |
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named_metrics_total, |
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::testing::UnorderedElementsAre( |
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::testing::Pair( |
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"named_metrics.foo", |
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LoadMetricEq( |
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(kNumRpcsPerAddress + kNumFailuresPerAddress) * |
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backends_.size(), |
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(kNumRpcsPerAddress * backends_.size()) * 1.0 + |
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(kNumFailuresPerAddress * backends_.size()) * 0.3)), |
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::testing::Pair( |
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"named_metrics.bar", |
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LoadMetricEq( |
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(kNumRpcsPerAddress + kNumFailuresPerAddress) * |
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backends_.size(), |
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(kNumRpcsPerAddress * backends_.size()) * 2.0 + |
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(kNumFailuresPerAddress * backends_.size()) * 0.4)))); |
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// The LRS service got a single request, and sent a single response.
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EXPECT_EQ(1U, balancer_->lrs_service()->request_count()); |
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EXPECT_EQ(1U, balancer_->lrs_service()->response_count()); |
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} |
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TEST_P(ClientLoadReportingTest, OrcaPropagationNotConfigured) { |
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grpc_core::testing::ScopedExperimentalEnvVar env( |
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"GRPC_EXPERIMENTAL_XDS_ORCA_LRS_PROPAGATION"); |
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CreateAndStartBackends(4); |
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const size_t kNumRpcsPerAddress = 10; |
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const size_t kNumFailuresPerAddress = 3; |
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EdsResourceArgs args({ |
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{"locality0", CreateEndpointsForBackends(0, 2)}, |
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{"locality1", CreateEndpointsForBackends(2, 4)}, |
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}); |
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balancer_->ads_service()->SetEdsResource(BuildEdsResource(args)); |
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// Wait until all backends are ready.
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size_t num_warmup_rpcs = |
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WaitForAllBackends(DEBUG_LOCATION, 0, 4, /*check_status=*/nullptr, |
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WaitForBackendOptions().set_reset_counters(false)); |
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// Send kNumRpcsPerAddress RPCs per server with named metrics.
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xds::data::orca::v3::OrcaLoadReport backend_metrics; |
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backend_metrics.set_cpu_utilization(0.8); |
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backend_metrics.set_mem_utilization(0.6); |
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backend_metrics.set_application_utilization(0.4); |
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auto& named_metrics = (*backend_metrics.mutable_named_metrics()); |
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named_metrics["foo"] = 1.0; |
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named_metrics["bar"] = 2.0; |
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CheckRpcSendOk(DEBUG_LOCATION, kNumRpcsPerAddress * backends_.size(), |
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RpcOptions().set_backend_metrics(backend_metrics)); |
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backend_metrics.set_cpu_utilization(0.4); |
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backend_metrics.set_mem_utilization(0.3); |
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backend_metrics.set_application_utilization(0.2); |
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named_metrics["foo"] = 0.3; |
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named_metrics["bar"] = 0.4; |
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for (size_t i = 0; i < kNumFailuresPerAddress * backends_.size(); ++i) { |
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CheckRpcSendFailure(DEBUG_LOCATION, StatusCode::FAILED_PRECONDITION, "", |
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RpcOptions().set_server_fail(true).set_backend_metrics( |
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backend_metrics)); |
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} |
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const size_t total_successful_rpcs_sent = |
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(kNumRpcsPerAddress * backends_.size()) + num_warmup_rpcs; |
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const size_t total_failed_rpcs_sent = |
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kNumFailuresPerAddress * backends_.size(); |
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// Check that the backends got the right number of requests.
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size_t total_rpcs_sent = 0; |
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for (const auto& backend : backends_) { |
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total_rpcs_sent += backend->backend_service()->request_count(); |
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} |
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EXPECT_EQ(total_rpcs_sent, |
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total_successful_rpcs_sent + total_failed_rpcs_sent); |
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// The load report received at the balancer should be correct.
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std::vector<ClientStats> load_report = |
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balancer_->lrs_service()->WaitForLoadReport(); |
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ASSERT_EQ(load_report.size(), 1UL); |
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ClientStats& client_stats = load_report.front(); |
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EXPECT_EQ(client_stats.cluster_name(), kDefaultClusterName); |
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EXPECT_EQ(client_stats.eds_service_name(), kDefaultEdsServiceName); |
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EXPECT_EQ(total_successful_rpcs_sent, |
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client_stats.total_successful_requests()); |
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EXPECT_EQ(0U, client_stats.total_requests_in_progress()); |
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EXPECT_EQ(total_rpcs_sent, client_stats.total_issued_requests()); |
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EXPECT_EQ(total_failed_rpcs_sent, client_stats.total_error_requests()); |
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EXPECT_EQ(0U, client_stats.total_dropped_requests()); |
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ASSERT_THAT( |
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client_stats.locality_stats(), |
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::testing::ElementsAre(::testing::Pair("locality0", ::testing::_), |
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::testing::Pair("locality1", ::testing::_))); |
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size_t num_successful_rpcs = 0; |
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size_t num_failed_rpcs = 0; |
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std::map<std::string, ClientStats::LocalityStats::LoadMetric> |
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named_metrics_total; |
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for (const auto& p : client_stats.locality_stats()) { |
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EXPECT_EQ(p.second.total_requests_in_progress, 0U); |
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EXPECT_EQ( |
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p.second.total_issued_requests, |
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p.second.total_successful_requests + p.second.total_error_requests); |
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num_successful_rpcs += p.second.total_successful_requests; |
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num_failed_rpcs += p.second.total_error_requests; |
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for (const auto& s : p.second.load_metrics) { |
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named_metrics_total[s.first] += s.second; |
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} |
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} |
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EXPECT_EQ(num_successful_rpcs, total_successful_rpcs_sent); |
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EXPECT_EQ(num_failed_rpcs, total_failed_rpcs_sent); |
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EXPECT_EQ(num_successful_rpcs + num_failed_rpcs, total_rpcs_sent); |
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EXPECT_THAT(named_metrics_total, ::testing::UnorderedElementsAre()); |
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// The LRS service got a single request, and sent a single response.
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EXPECT_EQ(1U, balancer_->lrs_service()->request_count()); |
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EXPECT_EQ(1U, balancer_->lrs_service()->response_count()); |
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} |
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// Tests send_all_clusters.
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TEST_P(ClientLoadReportingTest, SendAllClusters) { |
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CreateAndStartBackends(2); |
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