diff --git a/golden-trajectory/boutique/codedefect/71/path2.json b/golden-trajectory/boutique/codedefect/71/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..9e4e99bf8d3873b7e7f44312026634cc688ef9f9 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/71/path2.json @@ -0,0 +1,64 @@ +{ + "statistics": { + "valid_tool_call_count": 9, + "total_trace_steps": 9, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetServiceDependencies", + "GetResources", + "GetErrorLogs", + "GetErrorLogs", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-mvrfs 2/2 Running 0 5m37s\ncartservice-7c5f46fc47-6klqs 2/2 Running 0 5m36s\ncheckoutservice-5b97d6df88-89vmb 2/2 Running 0 5m36s\ncurrencyservice-5bc9dbdf66-vvxsm 2/2 Running 0 5m36s\nemailservice-c86b9b8f6-m8g7t 2/2 Running 0 5m36s\nfrontend-79bb68d59d-b4vc7 2/2 Running 0 5m35s\npaymentservice-64b6c744b5-bm8ww 2/2 Running 0 5m35s\nproductcatalogservice-67d4c9f6fb-bn4s5 2/2 Running 0 2m25s\nrecommendationservice-786899779d-27mkx 2/2 Running 0 5m35s\nredis-cart-64b9db6f79-h85bw 2/2 Running 0 5m34s\nshippingservice-799cbfbc76-9lk27 2/2 Running 0 5m34s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.139.203 9555/TCP 5m40s\ncartservice ClusterIP 10.68.104.175 7070/TCP 5m39s\ncheckoutservice ClusterIP 10.68.138.247 5050/TCP 5m39s\ncurrencyservice ClusterIP 10.68.101.215 7000/TCP 5m39s\nemailservice ClusterIP 10.68.12.187 5000/TCP 5m39s\nfrontend ClusterIP 10.68.190.102 80/TCP 5m39s\nfrontend-external NodePort 10.68.74.246 80:30080/TCP 5m38s\npaymentservice ClusterIP 10.68.203.135 50051/TCP 5m38s\nproductcatalogservice ClusterIP 10.68.40.40 3550/TCP 5m38s\nrecommendationservice ClusterIP 10.68.242.242 8080/TCP 5m38s\nredis-cart ClusterIP 10.68.52.69 6379/TCP 5m38s\nshippingservice ClusterIP 10.68.96.46 50051/TCP 5m37s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 3, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-19 00:07:54 ~ 2026-05-19 00:10:29', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=90.5% -> Cur=65.0% (-25.5%)']}, {'type': 'Service', 'name': 'recommendationservice', 'time_range': '2026-05-19 00:07:54 ~ 2026-05-19 00:10:29', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 588, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'endpoints', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME ENDPOINTS AGE\nadservice 172.20.2.100:9555 5m59s\ncartservice 172.20.1.6:7070 5m58s\ncheckoutservice 172.20.2.101:5050 5m58s\ncurrencyservice 172.20.1.7:7000 5m58s\nemailservice 172.20.2.102:8080 5m58s\nfrontend 172.20.1.8:8080 5m58s\nfrontend-external 172.20.1.8:8080 5m57s\npaymentservice 172.20.2.103:50051 5m57s\nproductcatalogservice 172.20.1.11:3550 5m57s\nrecommendationservice 172.20.2.104:8080 5m57s\nredis-cart 172.20.1.10:6379 5m57s\nshippingservice 172.20.2.105:50051 5m56s" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 5373,\n \"total_errors\": 588,\n \"total_error_ratio\": 0.1094,\n \"patterns\": [\n {\n \"count\": 588,\n \"ratio\": 0.1094,\n \"sample\": \"2026-05-19T00:10:43.957795736+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = NotFound desc = no product with ID \\\",\\\"http.req.id\\\":\\\"fd943ab5-0db4-49ec-97b4-ad091841237a\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/2ZYFJ3GM2N\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"20e90229-15b8-47d1-8af2-86ea7255a440\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T16:10:43.957699422Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "No error logs found for cartservice in boutique namespace." + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tproductID := req.Id\n\tproductID = \"\"\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif productID == product.Id {\n\t\t\treturn product, nil\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", productID)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/72/path1.json b/golden-trajectory/boutique/codedefect/72/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..3a8e2038a4f98e6fd7456e06e71b969061f674cc --- /dev/null +++ b/golden-trajectory/boutique/codedefect/72/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetRecentLogs", + "GetErrorLogs", + "GetAppYAML", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-kgnxp 2/2 Running 0 5m47s\ncartservice-7c5f46fc47-mgfr6 2/2 Running 0 5m47s\ncheckoutservice-5b97d6df88-5vq4k 2/2 Running 0 5m46s\ncurrencyservice-5bc9dbdf66-vx24q 2/2 Running 0 5m46s\nemailservice-c86b9b8f6-vtwjt 2/2 Running 0 5m46s\nfrontend-79bb68d59d-d7cd7 2/2 Running 0 5m46s\npaymentservice-64b6c744b5-r49xf 2/2 Running 0 5m45s\nproductcatalogservice-6df94d8f6b-4n75r 1/2 OOMKilled 4 (65s ago) 2m26s\nrecommendationservice-786899779d-52grl 2/2 Running 0 5m45s\nredis-cart-64b9db6f79-7vzw7 2/2 Running 0 5m45s\nshippingservice-799cbfbc76-5p6z2 2/2 Running 0 5m44s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'productcatalogservice-6df94d8f6b-4n75r', namespace: 'boutique'}", + "output": "Name: productcatalogservice-6df94d8f6b-4n75r\nNamespace: boutique\nPriority: 0\nService Account: productcatalogservice\nNode: worker-01/192.168.0.222\nStart Time: Mon, 18 May 2026 18:11:30 +0800\nLabels: app=productcatalogservice\n networking.istio.io/tunnel=http\n pod-template-hash=6df94d8f6b\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=productcatalogservice\n service.istio.io/canonical-revision=latest\nAnnotations: istio.io/rev: default\n kubectl.kubernetes.io/default-container: server\n kubectl.kubernetes.io/default-logs-container: server\n prometheus.io/path: /stats/prometheus\n prometheus.io/port: 15020\n prometheus.io/scrape: true\n sidecar.istio.io/interceptionMode: REDIRECT\n sidecar.istio.io/status:\n {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n traffic.sidecar.istio.io/excludeInboundPorts: 15020\n traffic.sidecar.istio.io/includeInboundPorts: *\n traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus: Running\nIP: 172.20.1.44\nIPs:\n IP: 172.20.1.44\nControlled By: ReplicaSet/productcatalogservice-6df94d8f6b\nInit Containers:\n istio-validation:\n Container ID: containerd://cf454b8a637654ec40532aebb2895febec0915b35595fc49f059b8e5eae79759\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: \n Host Port: \n Args:\n istio-iptables\n -p\n 15001\n -z\n 15006\n -u\n 1337\n -m\n REDIRECT\n -i\n *\n -x\n \n -b\n *\n -d\n 15090,15021,15020\n --log_output_level=default:info\n --run-validation\n --skip-rule-apply\n State: Terminated\n Reason: Completed\n Exit Code: 0\n Started: Mon, 18 May 2026 18:11:31 +0800\n Finished: Mon, 18 May 2026 18:11:31 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Environment:\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-x5lkd (ro)\nContainers:\n server:\n Container ID: containerd://310df0d1895279d40ab9254de890d588f0415aeb70538ce261bc51171f5cf035\n Image: wangyl2128/productcatalogservice-v2:latest\n Image ID: docker.io/wangyl2128/productcatalogservice-v2@sha256:8519cc189743e9051ab012cf819b39dea3f8f171762abefef005332c282278cd\n Port: 3550/TCP\n Host Port: 0/TCP\n State: Terminated\n Reason: OOMKilled\n Exit Code: 137\n Started: Mon, 18 May 2026 18:13:44 +0800\n Finished: Mon, 18 May 2026 18:13:53 +0800\n Last State: Terminated\n Reason: OOMKilled\n Exit Code: 137\n Started: Mon, 18 May 2026 18:12:43 +0800\n Finished: Mon, 18 May 2026 18:12:51 +0800\n Ready: False\n Restart Count: 4\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Environment:\n PORT: 3550\n DISABLE_PROFILER: 1\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-x5lkd (ro)\n istio-proxy:\n Container ID: containerd://b8a17d9ce464907c11c7426a04ae3e230dd5757deb4089e2c8d34d661dd29814\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: 15090/TCP\n Host Port: 0/TCP\n Args:\n proxy\n sidecar\n --domain\n $(POD_NAMESPACE).svc.cluster.local\n --proxyLogLevel=warning\n --proxyComponentLogLevel=misc:error\n --log_output_level=default:info\n State: Running\n Started: Mon, 18 May 2026 18:11:33 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Readiness: http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n Startup: http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n Environment:\n PILOT_CERT_PROVIDER: istiod\n CA_ADDR: istiod.istio-system.svc:15012\n POD_NAME: productcatalogservice-6df94d8f6b-4n75r (v1:metadata.name)\n POD_NAMESPACE: boutique (v1:metadata.namespace)\n INSTANCE_IP: (v1:status.podIP)\n SERVICE_ACCOUNT: (v1:spec.serviceAccountName)\n HOST_IP: (v1:status.hostIP)\n ISTIO_CPU_LIMIT: 2 (limits.cpu)\n PROXY_CONFIG: {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n \n ISTIO_META_POD_PORTS: [\n {\"containerPort\":3550,\"protocol\":\"TCP\"}\n ]\n ISTIO_META_APP_CONTAINERS: server\n GOMEMLIMIT: 1073741824 (limits.memory)\n GOMAXPROCS: 2 (limits.cpu)\n ISTIO_META_CLUSTER_ID: Kubernetes\n ISTIO_META_NODE_NAME: (v1:spec.nodeName)\n ISTIO_META_INTERCEPTION_MODE: REDIRECT\n ISTIO_META_WORKLOAD_NAME: productcatalogservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/productcatalogservice\n ISTIO_META_MESH_ID: cluster.local\n TRUST_DOMAIN: cluster.local\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /etc/istio/pod from istio-podinfo (rw)\n /etc/istio/proxy from istio-envoy (rw)\n /var/lib/istio/data from istio-data (rw)\n /var/run/secrets/credential-uds from credential-socket (rw)\n /var/run/secrets/istio from istiod-ca-cert (rw)\n /var/run/secrets/istio/crl from istio-ca-crl (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-x5lkd (ro)\n /var/run/secrets/tokens from istio-token (rw)\n /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n Type Status\n PodReadyToStartContainers True \n Initialized True \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n workload-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: \n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-podinfo:\n Type: DownwardAPI (a volume populated by information about the pod)\n Items:\n metadata.labels -> labels\n metadata.annotations -> annotations\n istio-token:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 43200\n istiod-ca-cert:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-root-cert\n Optional: false\n istio-ca-crl:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-crl\n Optional: true\n kube-api-access-x5lkd:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 2m28s default-scheduler Successfully assigned boutique/productcatalogservice-6df94d8f6b-4n75r to worker-01\n Normal Pulled 2m27s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m27s kubelet Created container istio-validation\n Normal Started 2m27s kubelet Started container istio-validation\n Normal Created 2m25s kubelet Created container istio-proxy\n Normal Pulled 2m25s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.903s (1.903s including waiting). Image size: 10184801 bytes.\n Normal Pulled 2m25s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m25s kubelet Started container istio-proxy\n Normal Pulled 2m13s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 2.024s (2.024s including waiting). Image size: 10184801 bytes.\n Normal Pulled 110s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.924s (1.924s including waiting). Image size: 10184801 bytes.\n Warning BackOff 91s (x3 over 2m5s) kubelet Back-off restarting failed container server in pod productcatalogservice-6df94d8f6b-4n75r_boutique(ac6fc217-0f33-414b-ad41-e2e772199435)\n Normal Pulling 77s (x4 over 2m27s) kubelet Pulling image \"wangyl2128/productcatalogservice-v2:latest\"\n Normal Created 75s (x4 over 2m25s) kubelet Created container server\n Normal Started 75s (x4 over 2m25s) kubelet Started container server\n Normal Pulled 75s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.927s (1.927s including waiting). Image size: 10184801 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 5, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-18 18:11:20 ~ 2026-05-18 18:13:55', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=90.5% -> Cur=38.4% (-52.1%)', 'LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=46.06ms -> Current=2162.50ms (+4594.9%) | Peak=6952.01ms']}, {'type': 'Service', 'name': 'productcatalogservice', 'time_range': '2026-05-18 18:11:20 ~ 2026-05-18 18:13:55', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=3.05ms -> Current=2126.90ms (+69543.2%) | Peak=4736.61ms']}, {'type': 'Service', 'name': 'recommendationservice', 'time_range': '2026-05-18 18:11:20 ~ 2026-05-18 18:13:55', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=3.21ms -> Current=3191.72ms (+99237.6%) | Peak=3750.00ms | p90latency: Normal=4.98ms -> Current=7250.00ms (+145394.7%) | Peak=8666.67ms']}, {'request_method': 'GET', 'business_action': 'Browse home page', 'entry_service': 'frontend', 'url': '/', 'occurrences': 498, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 420, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetRecentLogs", + "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'productcatalogservice'}", + "output": "['From productcatalogservice logs:', '2026-05-18T18:13:44.069033805+08:00 {\"message\":\"Tracing disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T10:13:44.068880703Z\"}', '2026-05-18T18:13:44.069057011+08:00 {\"message\":\"Profiling disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T10:13:44.06897122Z\"}', '2026-05-18T18:13:44.069338201+08:00 {\"message\":\"starting grpc server at :3550\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T10:13:44.069262046Z\"}', '2026-05-18T18:13:44.069409110+08:00 {\"message\":\"loading catalog from local products.json file...\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T10:13:44.069370704Z\"}', '2026-05-18T18:13:44.069964151+08:00 {\"message\":\"successfully parsed product catalog json\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T10:13:44.069898727Z\"}', '', 'From previous container logs:', '{\"message\":\"Tracing disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T10:13:44.068880703Z\"}', '{\"message\":\"Profiling disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T10:13:44.06897122Z\"}', '{\"message\":\"starting grpc server at :3550\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T10:13:44.069262046Z\"}', '{\"message\":\"loading catalog from local products.json file...\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T10:13:44.069370704Z\"}', '{\"message\":\"successfully parsed product catalog json\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T10:13:44.069898727Z\"}', '', 'From istio-proxy logs:', '2026-05-18T10:11:33.700733Z\\tinfo\\tFLAG: --proxyLogLevel=\"warning\"', '2026-05-18T10:11:33.700735Z\\tinfo\\tFLAG: --serviceCluster=\"istio-proxy\"', '2026-05-18T10:11:33.700737Z\\tinfo\\tFLAG: --stsPort=\"0\"', '2026-05-18T10:11:33.700739Z\\tinfo\\tFLAG: --templateFile=\"\"', '2026-05-18T10:11:33.700741Z\\tinfo\\tFLAG: --tokenManagerPlugin=\"\"', '2026-05-18T10:11:33.700744Z\\tinfo\\tFLAG: --vklog=\"0\"', '2026-05-18T10:11:33.700747Z\\tinfo\\tVersion 1.27.3-df538c2279a633544e6c0961a03ab772729933be-Clean', '2026-05-18T10:11:33.700890Z\\tinfo\\tProxy role\\tips=[172.20.1.44] type=sidecar id=productcatalogservice-6df94d8f6b-4n75r.boutique domain=boutique.svc.cluster.local', '2026-05-18T10:11:33.700935Z\\tinfo\\tApply proxy config from env {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}', '2026-05-18T10:11:33.702302Z\\tinfo\\tcpu limit detected as 2, setting concurrency', '2026-05-18T10:11:33.702526Z\\tinfo\\tEffective config: binaryPath: /usr/local/bin/envoy', 'concurrency: 2', 'configPath: ./etc/istio/proxy', 'controlPlaneAuthPolicy: MUTUAL_TLS', 'discoveryAddress: istiod.istio-system.svc:15012', 'drainDuration: 45s', 'image:', 'imageType: distroless', 'proxyAdminPort: 15000', 'proxyMetadata:', 'ISTIO_META_ENABLE_HBONE: \"true\"', 'serviceCluster: istio-proxy', 'statNameLength: 189', 'statusPort: 15020', 'terminationDrainDuration: 5s', '2026-05-18T10:11:33.702545Z\\tinfo\\tJWT policy is third-party-jwt', '2026-05-18T10:11:33.702549Z\\tinfo\\tusing credential fetcher of JWT type in cluster.local trust domain', '2026-05-18T10:11:33.740659Z\\tinfo\\tOpening status port 15020', '2026-05-18T10:11:33.740667Z\\tinfo\\tStarting default Istio SDS Server', '2026-05-18T10:11:33.740954Z\\tinfo\\tCA Endpoint istiod.istio-system.svc:15012, provider Citadel', '2026-05-18T10:11:33.740976Z\\tinfo\\tUsing CA istiod.istio-system.svc:15012 cert with certs: var/run/secrets/istio/root-cert.pem', '2026-05-18T10:11:33.741388Z\\tinfo\\txdsproxy\\tInitializing with upstream address \"istiod.istio-system.svc:15012\" and cluster \"Kubernetes\"', '2026-05-18T10:11:33.741569Z\\tinfo\\tsds\\tStarting SDS grpc server', '2026-05-18T10:11:33.741587Z\\tinfo\\tsds\\tStarting SDS server for workload certificates, will listen on \"var/run/secrets/workload-spiffe-uds/socket\"', '2026-05-18T10:11:33.742569Z\\tinfo\\tPilot SAN: [istiod.istio-system.svc]', '2026-05-18T10:11:33.743499Z\\tinfo\\tStarting proxy agent', '2026-05-18T10:11:33.743544Z\\tinfo\\tEnvoy command: [-c etc/istio/proxy/envoy-rev.json --drain-time-s 45 --drain-strategy immediate --local-address-ip-version v4 --file-flush-interval-msec 1000 --disable-hot-restart --allow-unknown-static-fields -l warning --component-log-level misc:error --skip-deprecated-logs --concurrency 2]', '2026-05-18T10:11:33.799790Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:905\\tUsage of the deprecated runtime key overload.global_downstream_max_connections, consider switching to `envoy.resource_monitors.global_downstream_max_connections` instead.This runtime key will be removed in future.\\tthread=14', '2026-05-18T10:11:33.800824Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:1001\\tThere is no configured limit to the number of allowed active downstream connections. Configure a limit in `envoy.resource_monitors.global_downstream_max_connections` resource monitor.\\tthread=14', '2026-05-18T10:11:33.807223Z\\tinfo\\txdsproxy\\tconnected to delta upstream XDS server: istiod.istio-system.svc:15012\\tid=1', '2026-05-18T10:11:33.855108Z\\tinfo\\tads\\tADS: new connection for node:1', '2026-05-18T10:11:33.855614Z\\tinfo\\tads\\tADS: new connection for node:2', '2026-05-18T10:11:34.215073Z\\tinfo\\tcache\\tgenerated new workload certificate\\tresourceName=default latency=473.397344ms ttl=23h59m59.7849314s', '2026-05-18T10:11:34.215114Z\\tinfo\\tcache\\tRoot cert has changed, start rotating root cert', '2026-05-18T10:11:34.215140Z\\tinfo\\tcache\\treturned workload certificate from cache\\tttl=23h59m59.784862981s', '2026-05-18T10:11:34.215154Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.784846045s', '2026-05-18T10:11:34.215234Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.784766516s', '2026-05-18T10:11:34.215554Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.7844513s', '2026-05-18T10:11:35.168178Z\\tinfo\\tReadiness succeeded in 1.470327497s', '2026-05-18T10:11:35.168444Z\\tinfo\\tEnvoy proxy is ready']" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'productcatalogservice'}", + "output": "No error logs found for productcatalogservice in boutique namespace." + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'productcatalogservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: productcatalogservice\n namespace: boutique\n labels:\n app: productcatalogservice\nspec:\n selector:\n matchLabels:\n app: productcatalogservice\n template:\n metadata:\n labels:\n app: productcatalogservice\n spec:\n serviceAccountName: productcatalogservice\n terminationGracePeriodSeconds: 5\n securityContext:\n fsGroup: 1000\n runAsGroup: 1000\n runAsNonRoot: true\n runAsUser: 1000\n containers:\n - name: server\n securityContext:\n allowPrivilegeEscalation: false\n capabilities:\n drop:\n - ALL\n privileged: false\n readOnlyRootFilesystem: false\n image: wangyl2128/productcatalogservice-v2:latest\n ports:\n - containerPort: 3550\n env:\n - name: PORT\n value: \"3550\"\n - name: DISABLE_PROFILER\n value: \"1\"\n resources:\n requests:\n cpu: 100m\n memory: 64Mi\n limits:\n cpu: 200m\n memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: productcatalogservice\n namespace: boutique\n labels:\n app: productcatalogservice\nspec:\n type: ClusterIP\n selector:\n app: productcatalogservice\n ports:\n - name: grpc\n port: 3550\n targetPort: 3550\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: productcatalogservice\n namespace: boutique" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tfor i := 0; i < 15; i++ {\n\t\tf, _ := os.Open(\"/src/log.csv\")\n\t\tr := csv.NewReader(f)\n\t\tr.ReadAll()\n\t\tf.Close()\n\t}\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif req.Id == product.Id {\n\t\t\treturn product, nil\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", req.Id)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/72/path2.json b/golden-trajectory/boutique/codedefect/72/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..7ca8d0782940d0a290efc2af0f517a2d6ac833e6 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/72/path2.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetErrorLogs", + "GetAppYAML", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-kgnxp 2/2 Running 0 5m47s\ncartservice-7c5f46fc47-mgfr6 2/2 Running 0 5m47s\ncheckoutservice-5b97d6df88-5vq4k 2/2 Running 0 5m46s\ncurrencyservice-5bc9dbdf66-vx24q 2/2 Running 0 5m46s\nemailservice-c86b9b8f6-vtwjt 2/2 Running 0 5m46s\nfrontend-79bb68d59d-d7cd7 2/2 Running 0 5m46s\npaymentservice-64b6c744b5-r49xf 2/2 Running 0 5m45s\nproductcatalogservice-6df94d8f6b-4n75r 1/2 OOMKilled 4 (65s ago) 2m26s\nrecommendationservice-786899779d-52grl 2/2 Running 0 5m45s\nredis-cart-64b9db6f79-7vzw7 2/2 Running 0 5m45s\nshippingservice-799cbfbc76-5p6z2 2/2 Running 0 5m44s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'productcatalogservice-6df94d8f6b-4n75r', namespace: 'boutique'}", + "output": "Name: productcatalogservice-6df94d8f6b-4n75r\nNamespace: boutique\nPriority: 0\nService Account: productcatalogservice\nNode: worker-01/192.168.0.222\nStart Time: Mon, 18 May 2026 18:11:30 +0800\nLabels: app=productcatalogservice\n networking.istio.io/tunnel=http\n pod-template-hash=6df94d8f6b\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=productcatalogservice\n service.istio.io/canonical-revision=latest\nAnnotations: istio.io/rev: default\n kubectl.kubernetes.io/default-container: server\n kubectl.kubernetes.io/default-logs-container: server\n prometheus.io/path: /stats/prometheus\n prometheus.io/port: 15020\n prometheus.io/scrape: true\n sidecar.istio.io/interceptionMode: REDIRECT\n sidecar.istio.io/status:\n {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n traffic.sidecar.istio.io/excludeInboundPorts: 15020\n traffic.sidecar.istio.io/includeInboundPorts: *\n traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus: Running\nIP: 172.20.1.44\nIPs:\n IP: 172.20.1.44\nControlled By: ReplicaSet/productcatalogservice-6df94d8f6b\nInit Containers:\n istio-validation:\n Container ID: containerd://cf454b8a637654ec40532aebb2895febec0915b35595fc49f059b8e5eae79759\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: \n Host Port: \n Args:\n istio-iptables\n -p\n 15001\n -z\n 15006\n -u\n 1337\n -m\n REDIRECT\n -i\n *\n -x\n \n -b\n *\n -d\n 15090,15021,15020\n --log_output_level=default:info\n --run-validation\n --skip-rule-apply\n State: Terminated\n Reason: Completed\n Exit Code: 0\n Started: Mon, 18 May 2026 18:11:31 +0800\n Finished: Mon, 18 May 2026 18:11:31 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Environment:\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-x5lkd (ro)\nContainers:\n server:\n Container ID: containerd://310df0d1895279d40ab9254de890d588f0415aeb70538ce261bc51171f5cf035\n Image: wangyl2128/productcatalogservice-v2:latest\n Image ID: docker.io/wangyl2128/productcatalogservice-v2@sha256:8519cc189743e9051ab012cf819b39dea3f8f171762abefef005332c282278cd\n Port: 3550/TCP\n Host Port: 0/TCP\n State: Terminated\n Reason: OOMKilled\n Exit Code: 137\n Started: Mon, 18 May 2026 18:13:44 +0800\n Finished: Mon, 18 May 2026 18:13:53 +0800\n Last State: Terminated\n Reason: OOMKilled\n Exit Code: 137\n Started: Mon, 18 May 2026 18:12:43 +0800\n Finished: Mon, 18 May 2026 18:12:51 +0800\n Ready: False\n Restart Count: 4\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Environment:\n PORT: 3550\n DISABLE_PROFILER: 1\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-x5lkd (ro)\n istio-proxy:\n Container ID: containerd://b8a17d9ce464907c11c7426a04ae3e230dd5757deb4089e2c8d34d661dd29814\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: 15090/TCP\n Host Port: 0/TCP\n Args:\n proxy\n sidecar\n --domain\n $(POD_NAMESPACE).svc.cluster.local\n --proxyLogLevel=warning\n --proxyComponentLogLevel=misc:error\n --log_output_level=default:info\n State: Running\n Started: Mon, 18 May 2026 18:11:33 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Readiness: http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n Startup: http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n Environment:\n PILOT_CERT_PROVIDER: istiod\n CA_ADDR: istiod.istio-system.svc:15012\n POD_NAME: productcatalogservice-6df94d8f6b-4n75r (v1:metadata.name)\n POD_NAMESPACE: boutique (v1:metadata.namespace)\n INSTANCE_IP: (v1:status.podIP)\n SERVICE_ACCOUNT: (v1:spec.serviceAccountName)\n HOST_IP: (v1:status.hostIP)\n ISTIO_CPU_LIMIT: 2 (limits.cpu)\n PROXY_CONFIG: {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n \n ISTIO_META_POD_PORTS: [\n {\"containerPort\":3550,\"protocol\":\"TCP\"}\n ]\n ISTIO_META_APP_CONTAINERS: server\n GOMEMLIMIT: 1073741824 (limits.memory)\n GOMAXPROCS: 2 (limits.cpu)\n ISTIO_META_CLUSTER_ID: Kubernetes\n ISTIO_META_NODE_NAME: (v1:spec.nodeName)\n ISTIO_META_INTERCEPTION_MODE: REDIRECT\n ISTIO_META_WORKLOAD_NAME: productcatalogservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/productcatalogservice\n ISTIO_META_MESH_ID: cluster.local\n TRUST_DOMAIN: cluster.local\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /etc/istio/pod from istio-podinfo (rw)\n /etc/istio/proxy from istio-envoy (rw)\n /var/lib/istio/data from istio-data (rw)\n /var/run/secrets/credential-uds from credential-socket (rw)\n /var/run/secrets/istio from istiod-ca-cert (rw)\n /var/run/secrets/istio/crl from istio-ca-crl (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-x5lkd (ro)\n /var/run/secrets/tokens from istio-token (rw)\n /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n Type Status\n PodReadyToStartContainers True \n Initialized True \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n workload-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: \n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-podinfo:\n Type: DownwardAPI (a volume populated by information about the pod)\n Items:\n metadata.labels -> labels\n metadata.annotations -> annotations\n istio-token:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 43200\n istiod-ca-cert:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-root-cert\n Optional: false\n istio-ca-crl:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-crl\n Optional: true\n kube-api-access-x5lkd:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 2m28s default-scheduler Successfully assigned boutique/productcatalogservice-6df94d8f6b-4n75r to worker-01\n Normal Pulled 2m27s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m27s kubelet Created container istio-validation\n Normal Started 2m27s kubelet Started container istio-validation\n Normal Created 2m25s kubelet Created container istio-proxy\n Normal Pulled 2m25s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.903s (1.903s including waiting). Image size: 10184801 bytes.\n Normal Pulled 2m25s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m25s kubelet Started container istio-proxy\n Normal Pulled 2m13s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 2.024s (2.024s including waiting). Image size: 10184801 bytes.\n Normal Pulled 110s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.924s (1.924s including waiting). Image size: 10184801 bytes.\n Warning BackOff 91s (x3 over 2m5s) kubelet Back-off restarting failed container server in pod productcatalogservice-6df94d8f6b-4n75r_boutique(ac6fc217-0f33-414b-ad41-e2e772199435)\n Normal Pulling 77s (x4 over 2m27s) kubelet Pulling image \"wangyl2128/productcatalogservice-v2:latest\"\n Normal Created 75s (x4 over 2m25s) kubelet Created container server\n Normal Started 75s (x4 over 2m25s) kubelet Started container server\n Normal Pulled 75s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.927s (1.927s including waiting). Image size: 10184801 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 5, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-18 18:11:20 ~ 2026-05-18 18:13:55', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=90.5% -> Cur=38.4% (-52.1%)', 'LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=46.06ms -> Current=2162.50ms (+4594.9%) | Peak=6952.01ms']}, {'type': 'Service', 'name': 'productcatalogservice', 'time_range': '2026-05-18 18:11:20 ~ 2026-05-18 18:13:55', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=3.05ms -> Current=2126.90ms (+69543.2%) | Peak=4736.61ms']}, {'type': 'Service', 'name': 'recommendationservice', 'time_range': '2026-05-18 18:11:20 ~ 2026-05-18 18:13:55', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=3.21ms -> Current=3191.72ms (+99237.6%) | Peak=3750.00ms | p90latency: Normal=4.98ms -> Current=7250.00ms (+145394.7%) | Peak=8666.67ms']}, {'request_method': 'GET', 'business_action': 'Browse home page', 'entry_service': 'frontend', 'url': '/', 'occurrences': 498, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 420, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 4283,\n \"total_errors\": 988,\n \"total_error_ratio\": 0.2307,\n \"patterns\": [\n {\n \"count\": 498,\n \"ratio\": 0.1163,\n \"sample\": \"2026-05-18T18:14:10.787148819+08:00 {\\\"error\\\":\\\"could not retrieve products: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"e671d2fc-b479-4568-b4bb-e7f331dd2905\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"c33eec3b-ec9d-40b1-9cf8-e05a47ce5465\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T10:14:10.787079049Z\\\"}\"\n },\n {\n \"count\": 420,\n \"ratio\": 0.0981,\n \"sample\": \"2026-05-18T18:14:10.857617497+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"c84bf93f-81be-4557-81f1-4ddeedebb2b6\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/0PUK6V6EV0\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"4e34469b-7503-4cfd-85d0-2ba1afdb1963\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T10:14:10.857540158Z\\\"}\"\n },\n {\n \"count\": 70,\n \"ratio\": 0.0163,\n \"sample\": \"2026-05-18T18:13:53.228455768+08:00 {\\\"error\\\":\\\"rpc error: code = Unknown desc = Exception calling application: \\\\u003c_InactiveRpcError of RPC that terminated with:\\\\n\\\\tstatus = StatusCode.UNAVAILABLE\\\\n\\\\tdetails = \\\\\\\"upstream connect error or disconnect/reset before headers. reset reason: remote connection failure, transport failure reason: delayed connect error: Connection refused\\\\\\\"\\\\n\\\\tdebug_error_string = \\\\\\\"UNKNOWN:Error received from peer {created_time:\\\\\\\"2026-05-18T10:13:53.226845999+00:00\\\\\\\", grpc_status:14, grpc_message:\\\\\\\"upstream connect error or disconnect/reset before headers. reset reason: remote connection failure, transport failure reason: delayed connect error: Connection refused\\\\\\\"}\\\\\\\"\\\\n\\\\u003e\\\",\\\"http.req.id\\\":\\\"675a80ce-243a-4f39-95cf-89d90d0205c9\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/0PUK6V6EV0\\\",\\\"message\\\":\\\"failed to get product recommendations\\\",\\\"session\\\":\\\"99c21b07-92d1-4ab5-88c5-96811b6c838a\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-18T10:13:53.228351534Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'productcatalogservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: productcatalogservice\n namespace: boutique\n labels:\n app: productcatalogservice\nspec:\n selector:\n matchLabels:\n app: productcatalogservice\n template:\n metadata:\n labels:\n app: productcatalogservice\n spec:\n serviceAccountName: productcatalogservice\n terminationGracePeriodSeconds: 5\n securityContext:\n fsGroup: 1000\n runAsGroup: 1000\n runAsNonRoot: true\n runAsUser: 1000\n containers:\n - name: server\n securityContext:\n allowPrivilegeEscalation: false\n capabilities:\n drop:\n - ALL\n privileged: false\n readOnlyRootFilesystem: false\n image: wangyl2128/productcatalogservice-v2:latest\n ports:\n - containerPort: 3550\n env:\n - name: PORT\n value: \"3550\"\n - name: DISABLE_PROFILER\n value: \"1\"\n resources:\n requests:\n cpu: 100m\n memory: 64Mi\n limits:\n cpu: 200m\n memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: productcatalogservice\n namespace: boutique\n labels:\n app: productcatalogservice\nspec:\n type: ClusterIP\n selector:\n app: productcatalogservice\n ports:\n - name: grpc\n port: 3550\n targetPort: 3550\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: productcatalogservice\n namespace: boutique" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tfor i := 0; i < 15; i++ {\n\t\tf, _ := os.Open(\"/src/log.csv\")\n\t\tr := csv.NewReader(f)\n\t\tr.ReadAll()\n\t\tf.Close()\n\t}\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif req.Id == product.Id {\n\t\t\treturn product, nil\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", req.Id)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/73/path1.json b/golden-trajectory/boutique/codedefect/73/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..aa24a54ccaa0c6a38e0837bd3935a6b178628ca9 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/73/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetRecentLogs", + "GetErrorLogs", + "GetAppYAML", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-xq6bv 2/2 Running 0 5m38s\ncartservice-7c5f46fc47-9k8td 2/2 Running 0 5m38s\ncheckoutservice-5b97d6df88-wx88x 2/2 Running 0 5m38s\ncurrencyservice-5bc9dbdf66-w2nr7 2/2 Running 0 5m38s\nemailservice-c86b9b8f6-jgxl7 2/2 Running 0 5m40s\nfrontend-79bb68d59d-ndkbj 2/2 Running 0 5m39s\npaymentservice-64b6c744b5-4cw8v 2/2 Running 0 5m39s\nproductcatalogservice-6df94d8f6b-vjgld 1/2 OOMKilled 4 (67s ago) 2m26s\nrecommendationservice-786899779d-d4ngg 2/2 Running 0 5m39s\nredis-cart-64b9db6f79-mln4v 2/2 Running 0 5m39s\nshippingservice-799cbfbc76-rxnxq 2/2 Running 0 5m40s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'productcatalogservice-6df94d8f6b-vjgld', namespace: 'boutique'}", + "output": "Name: productcatalogservice-6df94d8f6b-vjgld\nNamespace: boutique\nPriority: 0\nService Account: productcatalogservice\nNode: worker-01/192.168.0.222\nStart Time: Tue, 19 May 2026 10:52:10 +0800\nLabels: app=productcatalogservice\n networking.istio.io/tunnel=http\n pod-template-hash=6df94d8f6b\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=productcatalogservice\n service.istio.io/canonical-revision=latest\nAnnotations: istio.io/rev: default\n kubectl.kubernetes.io/default-container: server\n kubectl.kubernetes.io/default-logs-container: server\n prometheus.io/path: /stats/prometheus\n prometheus.io/port: 15020\n prometheus.io/scrape: true\n sidecar.istio.io/interceptionMode: REDIRECT\n sidecar.istio.io/status:\n {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n traffic.sidecar.istio.io/excludeInboundPorts: 15020\n traffic.sidecar.istio.io/includeInboundPorts: *\n traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus: Running\nIP: 172.20.1.45\nIPs:\n IP: 172.20.1.45\nControlled By: ReplicaSet/productcatalogservice-6df94d8f6b\nInit Containers:\n istio-validation:\n Container ID: containerd://f1a33e898a0fcef684bb06788ae11fa751c31e82e1bae2ad409339671b39418d\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: \n Host Port: \n Args:\n istio-iptables\n -p\n 15001\n -z\n 15006\n -u\n 1337\n -m\n REDIRECT\n -i\n *\n -x\n \n -b\n *\n -d\n 15090,15021,15020\n --log_output_level=default:info\n --run-validation\n --skip-rule-apply\n State: Terminated\n Reason: Completed\n Exit Code: 0\n Started: Tue, 19 May 2026 10:52:10 +0800\n Finished: Tue, 19 May 2026 10:52:10 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Environment:\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-9gbbc (ro)\nContainers:\n server:\n Container ID: containerd://ec04dceea8941867b8d5b6256fc972435bd331ef64dce4aae625130d42bd209c\n Image: wangyl2128/productcatalogservice-v2:latest\n Image ID: docker.io/wangyl2128/productcatalogservice-v2@sha256:c9924320b572f9731eef1b3db44aee232e28beb2c2c28d4a052e7fa8818cc65e\n Port: 3550/TCP\n Host Port: 0/TCP\n State: Terminated\n Reason: OOMKilled\n Exit Code: 137\n Started: Tue, 19 May 2026 10:54:19 +0800\n Finished: Tue, 19 May 2026 10:54:26 +0800\n Last State: Terminated\n Reason: OOMKilled\n Exit Code: 137\n Started: Tue, 19 May 2026 10:53:22 +0800\n Finished: Tue, 19 May 2026 10:53:29 +0800\n Ready: False\n Restart Count: 4\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Environment:\n PORT: 3550\n DISABLE_PROFILER: 1\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-9gbbc (ro)\n istio-proxy:\n Container ID: containerd://13681d46cb874e8cfe76bd5a410082b589a6a858d767a82c0f94c26ef80f986b\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: 15090/TCP\n Host Port: 0/TCP\n Args:\n proxy\n sidecar\n --domain\n $(POD_NAMESPACE).svc.cluster.local\n --proxyLogLevel=warning\n --proxyComponentLogLevel=misc:error\n --log_output_level=default:info\n State: Running\n Started: Tue, 19 May 2026 10:52:13 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Readiness: http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n Startup: http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n Environment:\n PILOT_CERT_PROVIDER: istiod\n CA_ADDR: istiod.istio-system.svc:15012\n POD_NAME: productcatalogservice-6df94d8f6b-vjgld (v1:metadata.name)\n POD_NAMESPACE: boutique (v1:metadata.namespace)\n INSTANCE_IP: (v1:status.podIP)\n SERVICE_ACCOUNT: (v1:spec.serviceAccountName)\n HOST_IP: (v1:status.hostIP)\n ISTIO_CPU_LIMIT: 2 (limits.cpu)\n PROXY_CONFIG: {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n \n ISTIO_META_POD_PORTS: [\n {\"containerPort\":3550,\"protocol\":\"TCP\"}\n ]\n ISTIO_META_APP_CONTAINERS: server\n GOMEMLIMIT: 1073741824 (limits.memory)\n GOMAXPROCS: 2 (limits.cpu)\n ISTIO_META_CLUSTER_ID: Kubernetes\n ISTIO_META_NODE_NAME: (v1:spec.nodeName)\n ISTIO_META_INTERCEPTION_MODE: REDIRECT\n ISTIO_META_WORKLOAD_NAME: productcatalogservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/productcatalogservice\n ISTIO_META_MESH_ID: cluster.local\n TRUST_DOMAIN: cluster.local\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /etc/istio/pod from istio-podinfo (rw)\n /etc/istio/proxy from istio-envoy (rw)\n /var/lib/istio/data from istio-data (rw)\n /var/run/secrets/credential-uds from credential-socket (rw)\n /var/run/secrets/istio from istiod-ca-cert (rw)\n /var/run/secrets/istio/crl from istio-ca-crl (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-9gbbc (ro)\n /var/run/secrets/tokens from istio-token (rw)\n /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n Type Status\n PodReadyToStartContainers True \n Initialized True \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n workload-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: \n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-podinfo:\n Type: DownwardAPI (a volume populated by information about the pod)\n Items:\n metadata.labels -> labels\n metadata.annotations -> annotations\n istio-token:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 43200\n istiod-ca-cert:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-root-cert\n Optional: false\n istio-ca-crl:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-crl\n Optional: true\n kube-api-access-9gbbc:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 2m28s default-scheduler Successfully assigned boutique/productcatalogservice-6df94d8f6b-vjgld to worker-01\n Normal Pulled 2m28s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m28s kubelet Created container istio-validation\n Normal Started 2m28s kubelet Started container istio-validation\n Normal Created 2m25s kubelet Created container istio-proxy\n Normal Pulled 2m25s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.901s (1.901s including waiting). Image size: 10185829 bytes.\n Normal Pulled 2m25s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m25s kubelet Started container istio-proxy\n Normal Pulled 2m13s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.933s (1.933s including waiting). Image size: 10185829 bytes.\n Normal Pulled 109s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.907s (1.907s including waiting). Image size: 10185829 bytes.\n Warning BackOff 89s (x3 over 2m5s) kubelet Back-off restarting failed container server in pod productcatalogservice-6df94d8f6b-vjgld_boutique(a87ab5e2-1a91-4f5c-bd33-15149d810a02)\n Normal Pulling 78s (x4 over 2m27s) kubelet Pulling image \"wangyl2128/productcatalogservice-v2:latest\"\n Normal Created 76s (x4 over 2m25s) kubelet Created container server\n Normal Started 76s (x4 over 2m25s) kubelet Started container server\n Normal Pulled 76s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.939s (1.939s including waiting). Image size: 10185829 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 5, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-19 10:52:00 ~ 2026-05-19 10:54:35', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=100.0% -> Cur=37.5% (-62.5%)', 'LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=391.67ms -> Current=1750.00ms (+346.8%) | Peak=5898.00ms']}, {'type': 'Service', 'name': 'productcatalogservice', 'time_range': '2026-05-19 10:52:00 ~ 2026-05-19 10:54:35', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=2.61ms -> Current=1458.43ms (+55735.9%) | Peak=3970.86ms']}, {'type': 'Service', 'name': 'recommendationservice', 'time_range': '2026-05-19 10:52:00 ~ 2026-05-19 10:54:35', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=3.33ms -> Current=3392.86ms (+101848.8%) | Peak=4218.75ms | p90latency: Normal=7.25ms -> Current=7500.00ms (+103334.0%) | Peak=8625.00ms']}, {'request_method': 'GET', 'business_action': 'Browse home page', 'entry_service': 'frontend', 'url': '/', 'occurrences': 529, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 406, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetRecentLogs", + "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'productcatalogservice'}", + "output": "['From productcatalogservice logs:', '2026-05-19T10:54:19.139029942+08:00 {\"message\":\"Tracing disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T02:54:19.138901027Z\"}', '2026-05-19T10:54:19.139051434+08:00 {\"message\":\"Profiling disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T02:54:19.138971618Z\"}', '2026-05-19T10:54:19.139274327+08:00 {\"message\":\"starting grpc server at :3550\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T02:54:19.139217964Z\"}', '2026-05-19T10:54:19.139323868+08:00 {\"message\":\"loading catalog from local products.json file...\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T02:54:19.139299128Z\"}', '2026-05-19T10:54:19.139930745+08:00 {\"message\":\"successfully parsed product catalog json\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T02:54:19.139871557Z\"}', '', 'From previous container logs:', '{\"message\":\"Tracing disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T02:54:19.138901027Z\"}', '{\"message\":\"Profiling disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T02:54:19.138971618Z\"}', '{\"message\":\"starting grpc server at :3550\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T02:54:19.139217964Z\"}', '{\"message\":\"loading catalog from local products.json file...\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T02:54:19.139299128Z\"}', '{\"message\":\"successfully parsed product catalog json\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T02:54:19.139871557Z\"}', '', 'From istio-proxy logs:', '2026-05-19T02:52:13.464859Z\\tinfo\\tFLAG: --proxyLogLevel=\"warning\"', '2026-05-19T02:52:13.464861Z\\tinfo\\tFLAG: --serviceCluster=\"istio-proxy\"', '2026-05-19T02:52:13.464863Z\\tinfo\\tFLAG: --stsPort=\"0\"', '2026-05-19T02:52:13.464865Z\\tinfo\\tFLAG: --templateFile=\"\"', '2026-05-19T02:52:13.464867Z\\tinfo\\tFLAG: --tokenManagerPlugin=\"\"', '2026-05-19T02:52:13.464870Z\\tinfo\\tFLAG: --vklog=\"0\"', '2026-05-19T02:52:13.464872Z\\tinfo\\tVersion 1.27.3-df538c2279a633544e6c0961a03ab772729933be-Clean', '2026-05-19T02:52:13.465015Z\\tinfo\\tProxy role\\tips=[172.20.1.45] type=sidecar id=productcatalogservice-6df94d8f6b-vjgld.boutique domain=boutique.svc.cluster.local', '2026-05-19T02:52:13.465221Z\\tinfo\\tApply proxy config from env {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}', '2026-05-19T02:52:13.467443Z\\tinfo\\tcpu limit detected as 2, setting concurrency', '2026-05-19T02:52:13.467651Z\\tinfo\\tEffective config: binaryPath: /usr/local/bin/envoy', 'concurrency: 2', 'configPath: ./etc/istio/proxy', 'controlPlaneAuthPolicy: MUTUAL_TLS', 'discoveryAddress: istiod.istio-system.svc:15012', 'drainDuration: 45s', 'image:', 'imageType: distroless', 'proxyAdminPort: 15000', 'proxyMetadata:', 'ISTIO_META_ENABLE_HBONE: \"true\"', 'serviceCluster: istio-proxy', 'statNameLength: 189', 'statusPort: 15020', 'terminationDrainDuration: 5s', '2026-05-19T02:52:13.467693Z\\tinfo\\tJWT policy is third-party-jwt', '2026-05-19T02:52:13.467699Z\\tinfo\\tusing credential fetcher of JWT type in cluster.local trust domain', '2026-05-19T02:52:13.503971Z\\tinfo\\tStarting default Istio SDS Server', '2026-05-19T02:52:13.503965Z\\tinfo\\tOpening status port 15020', '2026-05-19T02:52:13.503988Z\\tinfo\\tCA Endpoint istiod.istio-system.svc:15012, provider Citadel', '2026-05-19T02:52:13.504005Z\\tinfo\\tUsing CA istiod.istio-system.svc:15012 cert with certs: var/run/secrets/istio/root-cert.pem', '2026-05-19T02:52:13.504601Z\\tinfo\\txdsproxy\\tInitializing with upstream address \"istiod.istio-system.svc:15012\" and cluster \"Kubernetes\"', '2026-05-19T02:52:13.504747Z\\tinfo\\tsds\\tStarting SDS grpc server', '2026-05-19T02:52:13.504764Z\\tinfo\\tsds\\tStarting SDS server for workload certificates, will listen on \"var/run/secrets/workload-spiffe-uds/socket\"', '2026-05-19T02:52:13.505790Z\\tinfo\\tPilot SAN: [istiod.istio-system.svc]', '2026-05-19T02:52:13.508128Z\\tinfo\\tStarting proxy agent', '2026-05-19T02:52:13.508182Z\\tinfo\\tEnvoy command: [-c etc/istio/proxy/envoy-rev.json --drain-time-s 45 --drain-strategy immediate --local-address-ip-version v4 --file-flush-interval-msec 1000 --disable-hot-restart --allow-unknown-static-fields -l warning --component-log-level misc:error --skip-deprecated-logs --concurrency 2]', '2026-05-19T02:52:13.564476Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:905\\tUsage of the deprecated runtime key overload.global_downstream_max_connections, consider switching to `envoy.resource_monitors.global_downstream_max_connections` instead.This runtime key will be removed in future.\\tthread=14', '2026-05-19T02:52:13.565477Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:1001\\tThere is no configured limit to the number of allowed active downstream connections. Configure a limit in `envoy.resource_monitors.global_downstream_max_connections` resource monitor.\\tthread=14', '2026-05-19T02:52:13.570733Z\\tinfo\\txdsproxy\\tconnected to delta upstream XDS server: istiod.istio-system.svc:15012\\tid=1', '2026-05-19T02:52:13.610980Z\\tinfo\\tads\\tADS: new connection for node:1', '2026-05-19T02:52:13.611458Z\\tinfo\\tads\\tADS: new connection for node:2', '2026-05-19T02:52:13.860392Z\\tinfo\\tcache\\tgenerated new workload certificate\\tresourceName=default latency=355.523189ms ttl=23h59m59.139611794s', '2026-05-19T02:52:13.860439Z\\tinfo\\tcache\\tRoot cert has changed, start rotating root cert', '2026-05-19T02:52:13.860475Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.139525494s', '2026-05-19T02:52:13.860491Z\\tinfo\\tcache\\treturned workload certificate from cache\\tttl=23h59m59.1395098s', '2026-05-19T02:52:13.860614Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.139389767s', '2026-05-19T02:52:13.860843Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.139157825s', '2026-05-19T02:52:14.480725Z\\tinfo\\tReadiness succeeded in 1.017282858s', '2026-05-19T02:52:14.480989Z\\tinfo\\tEnvoy proxy is ready']" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'productcatalogservice'}", + "output": "No error logs found for productcatalogservice in boutique namespace." + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'productcatalogservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: productcatalogservice\n namespace: boutique\n labels:\n app: productcatalogservice\nspec:\n selector:\n matchLabels:\n app: productcatalogservice\n template:\n metadata:\n labels:\n app: productcatalogservice\n spec:\n serviceAccountName: productcatalogservice\n terminationGracePeriodSeconds: 5\n securityContext:\n fsGroup: 1000\n runAsGroup: 1000\n runAsNonRoot: true\n runAsUser: 1000\n containers:\n - name: server\n securityContext:\n allowPrivilegeEscalation: false\n capabilities:\n drop:\n - ALL\n privileged: false\n readOnlyRootFilesystem: false\n image: wangyl2128/productcatalogservice-v2:latest\n ports:\n - containerPort: 3550\n env:\n - name: PORT\n value: \"3550\"\n - name: DISABLE_PROFILER\n value: \"1\"\n resources:\n requests:\n cpu: 100m\n memory: 64Mi\n limits:\n cpu: 200m\n memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: productcatalogservice\n namespace: boutique\n labels:\n app: productcatalogservice\nspec:\n type: ClusterIP\n selector:\n app: productcatalogservice\n ports:\n - name: grpc\n port: 3550\n targetPort: 3550\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: productcatalogservice\n namespace: boutique" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tfor i := 0; i < 15; i++ {\n\t\tf, _ := os.Open(\"/src/log.csv\")\n\t\tr := csv.NewReader(f)\n\t\tr.ReadAll()\n\t\tf.Close()\n\t}\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif req.Id == product.Id {\n\t\t\treturn product, nil\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", req.Id)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/73/path2.json b/golden-trajectory/boutique/codedefect/73/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..4feb8aa25585424bf0d842e39882ba983f4d3686 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/73/path2.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetErrorLogs", + "GetAppYAML", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-xq6bv 2/2 Running 0 5m38s\ncartservice-7c5f46fc47-9k8td 2/2 Running 0 5m38s\ncheckoutservice-5b97d6df88-wx88x 2/2 Running 0 5m38s\ncurrencyservice-5bc9dbdf66-w2nr7 2/2 Running 0 5m38s\nemailservice-c86b9b8f6-jgxl7 2/2 Running 0 5m40s\nfrontend-79bb68d59d-ndkbj 2/2 Running 0 5m39s\npaymentservice-64b6c744b5-4cw8v 2/2 Running 0 5m39s\nproductcatalogservice-6df94d8f6b-vjgld 1/2 OOMKilled 4 (67s ago) 2m26s\nrecommendationservice-786899779d-d4ngg 2/2 Running 0 5m39s\nredis-cart-64b9db6f79-mln4v 2/2 Running 0 5m39s\nshippingservice-799cbfbc76-rxnxq 2/2 Running 0 5m40s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'productcatalogservice-6df94d8f6b-vjgld', namespace: 'boutique'}", + "output": "Name: productcatalogservice-6df94d8f6b-vjgld\nNamespace: boutique\nPriority: 0\nService Account: productcatalogservice\nNode: worker-01/192.168.0.222\nStart Time: Tue, 19 May 2026 10:52:10 +0800\nLabels: app=productcatalogservice\n networking.istio.io/tunnel=http\n pod-template-hash=6df94d8f6b\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=productcatalogservice\n service.istio.io/canonical-revision=latest\nAnnotations: istio.io/rev: default\n kubectl.kubernetes.io/default-container: server\n kubectl.kubernetes.io/default-logs-container: server\n prometheus.io/path: /stats/prometheus\n prometheus.io/port: 15020\n prometheus.io/scrape: true\n sidecar.istio.io/interceptionMode: REDIRECT\n sidecar.istio.io/status:\n {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n traffic.sidecar.istio.io/excludeInboundPorts: 15020\n traffic.sidecar.istio.io/includeInboundPorts: *\n traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus: Running\nIP: 172.20.1.45\nIPs:\n IP: 172.20.1.45\nControlled By: ReplicaSet/productcatalogservice-6df94d8f6b\nInit Containers:\n istio-validation:\n Container ID: containerd://f1a33e898a0fcef684bb06788ae11fa751c31e82e1bae2ad409339671b39418d\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: \n Host Port: \n Args:\n istio-iptables\n -p\n 15001\n -z\n 15006\n -u\n 1337\n -m\n REDIRECT\n -i\n *\n -x\n \n -b\n *\n -d\n 15090,15021,15020\n --log_output_level=default:info\n --run-validation\n --skip-rule-apply\n State: Terminated\n Reason: Completed\n Exit Code: 0\n Started: Tue, 19 May 2026 10:52:10 +0800\n Finished: Tue, 19 May 2026 10:52:10 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Environment:\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-9gbbc (ro)\nContainers:\n server:\n Container ID: containerd://ec04dceea8941867b8d5b6256fc972435bd331ef64dce4aae625130d42bd209c\n Image: wangyl2128/productcatalogservice-v2:latest\n Image ID: docker.io/wangyl2128/productcatalogservice-v2@sha256:c9924320b572f9731eef1b3db44aee232e28beb2c2c28d4a052e7fa8818cc65e\n Port: 3550/TCP\n Host Port: 0/TCP\n State: Terminated\n Reason: OOMKilled\n Exit Code: 137\n Started: Tue, 19 May 2026 10:54:19 +0800\n Finished: Tue, 19 May 2026 10:54:26 +0800\n Last State: Terminated\n Reason: OOMKilled\n Exit Code: 137\n Started: Tue, 19 May 2026 10:53:22 +0800\n Finished: Tue, 19 May 2026 10:53:29 +0800\n Ready: False\n Restart Count: 4\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Environment:\n PORT: 3550\n DISABLE_PROFILER: 1\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-9gbbc (ro)\n istio-proxy:\n Container ID: containerd://13681d46cb874e8cfe76bd5a410082b589a6a858d767a82c0f94c26ef80f986b\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: 15090/TCP\n Host Port: 0/TCP\n Args:\n proxy\n sidecar\n --domain\n $(POD_NAMESPACE).svc.cluster.local\n --proxyLogLevel=warning\n --proxyComponentLogLevel=misc:error\n --log_output_level=default:info\n State: Running\n Started: Tue, 19 May 2026 10:52:13 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Readiness: http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n Startup: http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n Environment:\n PILOT_CERT_PROVIDER: istiod\n CA_ADDR: istiod.istio-system.svc:15012\n POD_NAME: productcatalogservice-6df94d8f6b-vjgld (v1:metadata.name)\n POD_NAMESPACE: boutique (v1:metadata.namespace)\n INSTANCE_IP: (v1:status.podIP)\n SERVICE_ACCOUNT: (v1:spec.serviceAccountName)\n HOST_IP: (v1:status.hostIP)\n ISTIO_CPU_LIMIT: 2 (limits.cpu)\n PROXY_CONFIG: {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n \n ISTIO_META_POD_PORTS: [\n {\"containerPort\":3550,\"protocol\":\"TCP\"}\n ]\n ISTIO_META_APP_CONTAINERS: server\n GOMEMLIMIT: 1073741824 (limits.memory)\n GOMAXPROCS: 2 (limits.cpu)\n ISTIO_META_CLUSTER_ID: Kubernetes\n ISTIO_META_NODE_NAME: (v1:spec.nodeName)\n ISTIO_META_INTERCEPTION_MODE: REDIRECT\n ISTIO_META_WORKLOAD_NAME: productcatalogservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/productcatalogservice\n ISTIO_META_MESH_ID: cluster.local\n TRUST_DOMAIN: cluster.local\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /etc/istio/pod from istio-podinfo (rw)\n /etc/istio/proxy from istio-envoy (rw)\n /var/lib/istio/data from istio-data (rw)\n /var/run/secrets/credential-uds from credential-socket (rw)\n /var/run/secrets/istio from istiod-ca-cert (rw)\n /var/run/secrets/istio/crl from istio-ca-crl (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-9gbbc (ro)\n /var/run/secrets/tokens from istio-token (rw)\n /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n Type Status\n PodReadyToStartContainers True \n Initialized True \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n workload-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: \n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-podinfo:\n Type: DownwardAPI (a volume populated by information about the pod)\n Items:\n metadata.labels -> labels\n metadata.annotations -> annotations\n istio-token:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 43200\n istiod-ca-cert:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-root-cert\n Optional: false\n istio-ca-crl:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-crl\n Optional: true\n kube-api-access-9gbbc:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 2m28s default-scheduler Successfully assigned boutique/productcatalogservice-6df94d8f6b-vjgld to worker-01\n Normal Pulled 2m28s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m28s kubelet Created container istio-validation\n Normal Started 2m28s kubelet Started container istio-validation\n Normal Created 2m25s kubelet Created container istio-proxy\n Normal Pulled 2m25s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.901s (1.901s including waiting). Image size: 10185829 bytes.\n Normal Pulled 2m25s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m25s kubelet Started container istio-proxy\n Normal Pulled 2m13s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.933s (1.933s including waiting). Image size: 10185829 bytes.\n Normal Pulled 109s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.907s (1.907s including waiting). Image size: 10185829 bytes.\n Warning BackOff 89s (x3 over 2m5s) kubelet Back-off restarting failed container server in pod productcatalogservice-6df94d8f6b-vjgld_boutique(a87ab5e2-1a91-4f5c-bd33-15149d810a02)\n Normal Pulling 78s (x4 over 2m27s) kubelet Pulling image \"wangyl2128/productcatalogservice-v2:latest\"\n Normal Created 76s (x4 over 2m25s) kubelet Created container server\n Normal Started 76s (x4 over 2m25s) kubelet Started container server\n Normal Pulled 76s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.939s (1.939s including waiting). Image size: 10185829 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 5, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-19 10:52:00 ~ 2026-05-19 10:54:35', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=100.0% -> Cur=37.5% (-62.5%)', 'LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=391.67ms -> Current=1750.00ms (+346.8%) | Peak=5898.00ms']}, {'type': 'Service', 'name': 'productcatalogservice', 'time_range': '2026-05-19 10:52:00 ~ 2026-05-19 10:54:35', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=2.61ms -> Current=1458.43ms (+55735.9%) | Peak=3970.86ms']}, {'type': 'Service', 'name': 'recommendationservice', 'time_range': '2026-05-19 10:52:00 ~ 2026-05-19 10:54:35', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=3.33ms -> Current=3392.86ms (+101848.8%) | Peak=4218.75ms | p90latency: Normal=7.25ms -> Current=7500.00ms (+103334.0%) | Peak=8625.00ms']}, {'request_method': 'GET', 'business_action': 'Browse home page', 'entry_service': 'frontend', 'url': '/', 'occurrences': 529, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 406, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 4320,\n \"total_errors\": 1006,\n \"total_error_ratio\": 0.2329,\n \"patterns\": [\n {\n \"count\": 529,\n \"ratio\": 0.1225,\n \"sample\": \"2026-05-19T10:54:50.227879110+08:00 {\\\"error\\\":\\\"could not retrieve products: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"f128c0a3-8043-45c5-97bd-926468c915ce\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"eba2adf0-c446-44ad-8bc2-dd2e1069e3a9\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T02:54:50.227789223Z\\\"}\"\n },\n {\n \"count\": 408,\n \"ratio\": 0.0944,\n \"sample\": \"2026-05-19T10:54:50.333713876+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"0701c88e-6165-479e-8977-f26c76c9a1ae\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/L9ECAV7KIM\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"158470cb-b17e-410f-89df-6893f421dfb4\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T02:54:50.33366092Z\\\"}\"\n },\n {\n \"count\": 68,\n \"ratio\": 0.0157,\n \"sample\": \"2026-05-19T10:54:26.099866526+08:00 {\\\"error\\\":\\\"rpc error: code = Unknown desc = Exception calling application: \\\\u003c_InactiveRpcError of RPC that terminated with:\\\\n\\\\tstatus = StatusCode.UNAVAILABLE\\\\n\\\\tdetails = \\\\\\\"upstream connect error or disconnect/reset before headers. reset reason: remote connection failure, transport failure reason: delayed connect error: Connection refused\\\\\\\"\\\\n\\\\tdebug_error_string = \\\\\\\"UNKNOWN:Error received from peer {grpc_message:\\\\\\\"upstream connect error or disconnect/reset before headers. reset reason: remote connection failure, transport failure reason: delayed connect error: Connection refused\\\\\\\", grpc_status:14, created_time:\\\\\\\"2026-05-19T02:54:26.098413753+00:00\\\\\\\"}\\\\\\\"\\\\n\\\\u003e\\\",\\\"http.req.id\\\":\\\"b77eb64d-3abf-4f9b-8120-473057e06256\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/1YMWWN1N4O\\\",\\\"message\\\":\\\"failed to get product recommendations\\\",\\\"session\\\":\\\"158470cb-b17e-410f-89df-6893f421dfb4\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-19T02:54:26.099798613Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T10:54:50.336312021+08:00 {\\\"error\\\":\\\"could not retrieve currencies: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"e9045f5c-1faf-4804-b407-42b246e40152\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"dbbb1c63-bd0c-44d6-9527-ae53a8174a6f\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T02:54:50.336252206Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'productcatalogservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: productcatalogservice\n namespace: boutique\n labels:\n app: productcatalogservice\nspec:\n selector:\n matchLabels:\n app: productcatalogservice\n template:\n metadata:\n labels:\n app: productcatalogservice\n spec:\n serviceAccountName: productcatalogservice\n terminationGracePeriodSeconds: 5\n securityContext:\n fsGroup: 1000\n runAsGroup: 1000\n runAsNonRoot: true\n runAsUser: 1000\n containers:\n - name: server\n securityContext:\n allowPrivilegeEscalation: false\n capabilities:\n drop:\n - ALL\n privileged: false\n readOnlyRootFilesystem: false\n image: wangyl2128/productcatalogservice-v2:latest\n ports:\n - containerPort: 3550\n env:\n - name: PORT\n value: \"3550\"\n - name: DISABLE_PROFILER\n value: \"1\"\n resources:\n requests:\n cpu: 100m\n memory: 64Mi\n limits:\n cpu: 200m\n memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: productcatalogservice\n namespace: boutique\n labels:\n app: productcatalogservice\nspec:\n type: ClusterIP\n selector:\n app: productcatalogservice\n ports:\n - name: grpc\n port: 3550\n targetPort: 3550\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: productcatalogservice\n namespace: boutique" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tfor i := 0; i < 15; i++ {\n\t\tf, _ := os.Open(\"/src/log.csv\")\n\t\tr := csv.NewReader(f)\n\t\tr.ReadAll()\n\t\tf.Close()\n\t}\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif req.Id == product.Id {\n\t\t\treturn product, nil\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", req.Id)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/74/path1.json b/golden-trajectory/boutique/codedefect/74/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..8a27c3a2629f17a29718028807ab5a77715deae5 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/74/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetRecentLogs", + "GetErrorLogs", + "GetAppYAML", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-p2s2k 2/2 Running 0 5m37s\ncartservice-7c5f46fc47-rg5v8 2/2 Running 0 5m35s\ncheckoutservice-5b97d6df88-lbx95 2/2 Running 0 5m36s\ncurrencyservice-5bc9dbdf66-5w258 2/2 Running 0 5m37s\nemailservice-c86b9b8f6-mt9gv 2/2 Running 0 5m35s\nfrontend-79bb68d59d-fr8xl 2/2 Running 0 5m37s\npaymentservice-64b6c744b5-lrm7g 2/2 Running 0 5m36s\nproductcatalogservice-6df94d8f6b-nmz5q 1/2 OOMKilled 4 (67s ago) 2m26s\nrecommendationservice-786899779d-rnwb2 2/2 Running 0 5m37s\nredis-cart-64b9db6f79-czpdm 2/2 Running 0 5m36s\nshippingservice-799cbfbc76-96d9q 2/2 Running 0 5m37s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'productcatalogservice-6df94d8f6b-nmz5q', namespace: 'boutique'}", + "output": "Name: productcatalogservice-6df94d8f6b-nmz5q\nNamespace: boutique\nPriority: 0\nService Account: productcatalogservice\nNode: worker-01/192.168.0.222\nStart Time: Tue, 19 May 2026 13:10:28 +0800\nLabels: app=productcatalogservice\n networking.istio.io/tunnel=http\n pod-template-hash=6df94d8f6b\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=productcatalogservice\n service.istio.io/canonical-revision=latest\nAnnotations: istio.io/rev: default\n kubectl.kubernetes.io/default-container: server\n kubectl.kubernetes.io/default-logs-container: server\n prometheus.io/path: /stats/prometheus\n prometheus.io/port: 15020\n prometheus.io/scrape: true\n sidecar.istio.io/interceptionMode: REDIRECT\n sidecar.istio.io/status:\n {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n traffic.sidecar.istio.io/excludeInboundPorts: 15020\n traffic.sidecar.istio.io/includeInboundPorts: *\n traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus: Running\nIP: 172.20.1.183\nIPs:\n IP: 172.20.1.183\nControlled By: ReplicaSet/productcatalogservice-6df94d8f6b\nInit Containers:\n istio-validation:\n Container ID: containerd://19d048f7d9f189879292cf1a007a098b672490217eb06f2a401f8da7c1395fbf\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: \n Host Port: \n Args:\n istio-iptables\n -p\n 15001\n -z\n 15006\n -u\n 1337\n -m\n REDIRECT\n -i\n *\n -x\n \n -b\n *\n -d\n 15090,15021,15020\n --log_output_level=default:info\n --run-validation\n --skip-rule-apply\n State: Terminated\n Reason: Completed\n Exit Code: 0\n Started: Tue, 19 May 2026 13:10:28 +0800\n Finished: Tue, 19 May 2026 13:10:28 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Environment:\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-2644p (ro)\nContainers:\n server:\n Container ID: containerd://a589d2c057c196401921f5b79275056d4ee50379a4ede43c420942a9b8ce0665\n Image: wangyl2128/productcatalogservice-v2:latest\n Image ID: docker.io/wangyl2128/productcatalogservice-v2@sha256:c9924320b572f9731eef1b3db44aee232e28beb2c2c28d4a052e7fa8818cc65e\n Port: 3550/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: CrashLoopBackOff\n Last State: Terminated\n Reason: OOMKilled\n Exit Code: 137\n Started: Tue, 19 May 2026 13:12:32 +0800\n Finished: Tue, 19 May 2026 13:12:39 +0800\n Ready: False\n Restart Count: 4\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Environment:\n PORT: 3550\n DISABLE_PROFILER: 1\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-2644p (ro)\n istio-proxy:\n Container ID: containerd://7d81525d155240071403a4a3488f1143cf293a486c035c749ccd35acdec05100\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: 15090/TCP\n Host Port: 0/TCP\n Args:\n proxy\n sidecar\n --domain\n $(POD_NAMESPACE).svc.cluster.local\n --proxyLogLevel=warning\n --proxyComponentLogLevel=misc:error\n --log_output_level=default:info\n State: Running\n Started: Tue, 19 May 2026 13:10:31 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Readiness: http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n Startup: http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n Environment:\n PILOT_CERT_PROVIDER: istiod\n CA_ADDR: istiod.istio-system.svc:15012\n POD_NAME: productcatalogservice-6df94d8f6b-nmz5q (v1:metadata.name)\n POD_NAMESPACE: boutique (v1:metadata.namespace)\n INSTANCE_IP: (v1:status.podIP)\n SERVICE_ACCOUNT: (v1:spec.serviceAccountName)\n HOST_IP: (v1:status.hostIP)\n ISTIO_CPU_LIMIT: 2 (limits.cpu)\n PROXY_CONFIG: {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n \n ISTIO_META_POD_PORTS: [\n {\"containerPort\":3550,\"protocol\":\"TCP\"}\n ]\n ISTIO_META_APP_CONTAINERS: server\n GOMEMLIMIT: 1073741824 (limits.memory)\n GOMAXPROCS: 2 (limits.cpu)\n ISTIO_META_CLUSTER_ID: Kubernetes\n ISTIO_META_NODE_NAME: (v1:spec.nodeName)\n ISTIO_META_INTERCEPTION_MODE: REDIRECT\n ISTIO_META_WORKLOAD_NAME: productcatalogservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/productcatalogservice\n ISTIO_META_MESH_ID: cluster.local\n TRUST_DOMAIN: cluster.local\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /etc/istio/pod from istio-podinfo (rw)\n /etc/istio/proxy from istio-envoy (rw)\n /var/lib/istio/data from istio-data (rw)\n /var/run/secrets/credential-uds from credential-socket (rw)\n /var/run/secrets/istio from istiod-ca-cert (rw)\n /var/run/secrets/istio/crl from istio-ca-crl (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-2644p (ro)\n /var/run/secrets/tokens from istio-token (rw)\n /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n Type Status\n PodReadyToStartContainers True \n Initialized True \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n workload-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: \n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-podinfo:\n Type: DownwardAPI (a volume populated by information about the pod)\n Items:\n metadata.labels -> labels\n metadata.annotations -> annotations\n istio-token:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 43200\n istiod-ca-cert:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-root-cert\n Optional: false\n istio-ca-crl:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-crl\n Optional: true\n kube-api-access-2644p:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 2m28s default-scheduler Successfully assigned boutique/productcatalogservice-6df94d8f6b-nmz5q to worker-01\n Normal Pulled 2m28s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m28s kubelet Created container istio-validation\n Normal Started 2m28s kubelet Started container istio-validation\n Normal Created 2m25s kubelet Created container istio-proxy\n Normal Pulled 2m25s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.972s (1.972s including waiting). Image size: 10185829 bytes.\n Normal Pulled 2m25s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m25s kubelet Started container istio-proxy\n Normal Pulled 2m14s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.932s (1.932s including waiting). Image size: 10185829 bytes.\n Normal Pulled 111s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.908s (1.908s including waiting). Image size: 10185829 bytes.\n Warning BackOff 90s (x3 over 2m7s) kubelet Back-off restarting failed container server in pod productcatalogservice-6df94d8f6b-nmz5q_boutique(db5a6520-aa4f-4075-b532-0c41cbae4f9f)\n Normal Pulling 78s (x4 over 2m27s) kubelet Pulling image \"wangyl2128/productcatalogservice-v2:latest\"\n Normal Created 76s (x4 over 2m25s) kubelet Created container server\n Normal Started 76s (x4 over 2m25s) kubelet Started container server\n Normal Pulled 76s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.903s (1.903s including waiting). Image size: 10185829 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 5, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-19 13:10:18 ~ 2026-05-19 13:12:53', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=95.2% -> Cur=38.5% (-56.7%)']}, {'type': 'Service', 'name': 'productcatalogservice', 'time_range': '2026-05-19 13:10:18 ~ 2026-05-19 13:12:53', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=2.40ms -> Current=1950.00ms (+81082.3%) | Peak=3322.06ms']}, {'type': 'Service', 'name': 'recommendationservice', 'time_range': '2026-05-19 13:10:18 ~ 2026-05-19 13:12:53', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=3.38ms -> Current=2499.34ms (+73954.5%) | Peak=3958.33ms | p90latency: Normal=9.10ms -> Current=6867.93ms (+75371.8%) | Peak=8333.33ms']}, {'request_method': 'GET', 'business_action': 'Browse home page', 'entry_service': 'frontend', 'url': '/', 'occurrences': 483, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 468, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetRecentLogs", + "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'productcatalogservice'}", + "output": "['From productcatalogservice logs:', '2026-05-19T13:12:32.063046422+08:00 {\"message\":\"Tracing disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:12:32.062919488Z\"}', '2026-05-19T13:12:32.063067301+08:00 {\"message\":\"Profiling disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:12:32.062990589Z\"}', '2026-05-19T13:12:32.063211584+08:00 {\"message\":\"starting grpc server at :3550\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:12:32.063167358Z\"}', '2026-05-19T13:12:32.063269340+08:00 {\"message\":\"loading catalog from local products.json file...\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:12:32.063228095Z\"}', '2026-05-19T13:12:32.063807484+08:00 {\"message\":\"successfully parsed product catalog json\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:12:32.063748376Z\"}', '', 'From previous container logs:', '{\"message\":\"Tracing disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:12:32.062919488Z\"}', '{\"message\":\"Profiling disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:12:32.062990589Z\"}', '{\"message\":\"starting grpc server at :3550\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:12:32.063167358Z\"}', '{\"message\":\"loading catalog from local products.json file...\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:12:32.063228095Z\"}', '{\"message\":\"successfully parsed product catalog json\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:12:32.063748376Z\"}', '', 'From istio-proxy logs:', '2026-05-19T05:10:31.886130Z\\tinfo\\tFLAG: --proxyLogLevel=\"warning\"', '2026-05-19T05:10:31.886131Z\\tinfo\\tFLAG: --serviceCluster=\"istio-proxy\"', '2026-05-19T05:10:31.886133Z\\tinfo\\tFLAG: --stsPort=\"0\"', '2026-05-19T05:10:31.886136Z\\tinfo\\tFLAG: --templateFile=\"\"', '2026-05-19T05:10:31.886138Z\\tinfo\\tFLAG: --tokenManagerPlugin=\"\"', '2026-05-19T05:10:31.886152Z\\tinfo\\tFLAG: --vklog=\"0\"', '2026-05-19T05:10:31.886155Z\\tinfo\\tVersion 1.27.3-df538c2279a633544e6c0961a03ab772729933be-Clean', '2026-05-19T05:10:31.886295Z\\tinfo\\tProxy role\\tips=[172.20.1.183] type=sidecar id=productcatalogservice-6df94d8f6b-nmz5q.boutique domain=boutique.svc.cluster.local', '2026-05-19T05:10:31.886338Z\\tinfo\\tApply proxy config from env {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}', '2026-05-19T05:10:31.887570Z\\tinfo\\tcpu limit detected as 2, setting concurrency', '2026-05-19T05:10:31.888029Z\\tinfo\\tEffective config: binaryPath: /usr/local/bin/envoy', 'concurrency: 2', 'configPath: ./etc/istio/proxy', 'controlPlaneAuthPolicy: MUTUAL_TLS', 'discoveryAddress: istiod.istio-system.svc:15012', 'drainDuration: 45s', 'image:', 'imageType: distroless', 'proxyAdminPort: 15000', 'proxyMetadata:', 'ISTIO_META_ENABLE_HBONE: \"true\"', 'serviceCluster: istio-proxy', 'statNameLength: 189', 'statusPort: 15020', 'terminationDrainDuration: 5s', '2026-05-19T05:10:31.888045Z\\tinfo\\tJWT policy is third-party-jwt', '2026-05-19T05:10:31.888048Z\\tinfo\\tusing credential fetcher of JWT type in cluster.local trust domain', '2026-05-19T05:10:31.928148Z\\tinfo\\tOpening status port 15020', '2026-05-19T05:10:31.928163Z\\tinfo\\tStarting default Istio SDS Server', '2026-05-19T05:10:31.928188Z\\tinfo\\tCA Endpoint istiod.istio-system.svc:15012, provider Citadel', '2026-05-19T05:10:31.928209Z\\tinfo\\tUsing CA istiod.istio-system.svc:15012 cert with certs: var/run/secrets/istio/root-cert.pem', '2026-05-19T05:10:31.928821Z\\tinfo\\txdsproxy\\tInitializing with upstream address \"istiod.istio-system.svc:15012\" and cluster \"Kubernetes\"', '2026-05-19T05:10:31.930091Z\\tinfo\\tPilot SAN: [istiod.istio-system.svc]', '2026-05-19T05:10:31.931009Z\\tinfo\\tStarting proxy agent', '2026-05-19T05:10:31.931048Z\\tinfo\\tEnvoy command: [-c etc/istio/proxy/envoy-rev.json --drain-time-s 45 --drain-strategy immediate --local-address-ip-version v4 --file-flush-interval-msec 1000 --disable-hot-restart --allow-unknown-static-fields -l warning --component-log-level misc:error --skip-deprecated-logs --concurrency 2]', '2026-05-19T05:10:31.931991Z\\tinfo\\tsds\\tStarting SDS grpc server', '2026-05-19T05:10:31.932011Z\\tinfo\\tsds\\tStarting SDS server for workload certificates, will listen on \"var/run/secrets/workload-spiffe-uds/socket\"', '2026-05-19T05:10:32.006631Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:905\\tUsage of the deprecated runtime key overload.global_downstream_max_connections, consider switching to `envoy.resource_monitors.global_downstream_max_connections` instead.This runtime key will be removed in future.\\tthread=14', '2026-05-19T05:10:32.007685Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:1001\\tThere is no configured limit to the number of allowed active downstream connections. Configure a limit in `envoy.resource_monitors.global_downstream_max_connections` resource monitor.\\tthread=14', '2026-05-19T05:10:32.014808Z\\tinfo\\txdsproxy\\tconnected to delta upstream XDS server: istiod.istio-system.svc:15012\\tid=1', '2026-05-19T05:10:32.053266Z\\tinfo\\tads\\tADS: new connection for node:1', '2026-05-19T05:10:32.053758Z\\tinfo\\tads\\tADS: new connection for node:2', '2026-05-19T05:10:32.403865Z\\tinfo\\tcache\\tgenerated new workload certificate\\tresourceName=default latency=474.844041ms ttl=23h59m59.596139513s', '2026-05-19T05:10:32.403906Z\\tinfo\\tcache\\tRoot cert has changed, start rotating root cert', '2026-05-19T05:10:32.403944Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.596056694s', '2026-05-19T05:10:32.403965Z\\tinfo\\tcache\\treturned workload certificate from cache\\tttl=23h59m59.596035713s', '2026-05-19T05:10:32.404055Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.595948742s', '2026-05-19T05:10:32.404915Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.595086681s', '2026-05-19T05:10:33.490091Z\\tinfo\\tReadiness succeeded in 1.606672107s', '2026-05-19T05:10:33.490375Z\\tinfo\\tEnvoy proxy is ready']" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'productcatalogservice'}", + "output": "No error logs found for productcatalogservice in boutique namespace." + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'productcatalogservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: productcatalogservice\n namespace: boutique\n labels:\n app: productcatalogservice\nspec:\n selector:\n matchLabels:\n app: productcatalogservice\n template:\n metadata:\n labels:\n app: productcatalogservice\n spec:\n serviceAccountName: productcatalogservice\n terminationGracePeriodSeconds: 5\n securityContext:\n fsGroup: 1000\n runAsGroup: 1000\n runAsNonRoot: true\n runAsUser: 1000\n containers:\n - name: server\n securityContext:\n allowPrivilegeEscalation: false\n capabilities:\n drop:\n - ALL\n privileged: false\n readOnlyRootFilesystem: false\n image: wangyl2128/productcatalogservice-v2:latest\n ports:\n - containerPort: 3550\n env:\n - name: PORT\n value: \"3550\"\n - name: DISABLE_PROFILER\n value: \"1\"\n resources:\n requests:\n cpu: 100m\n memory: 64Mi\n limits:\n cpu: 200m\n memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: productcatalogservice\n namespace: boutique\n labels:\n app: productcatalogservice\nspec:\n type: ClusterIP\n selector:\n app: productcatalogservice\n ports:\n - name: grpc\n port: 3550\n targetPort: 3550\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: productcatalogservice\n namespace: boutique" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tfor i := 0; i < 15; i++ {\n\t\tf, _ := os.Open(\"/src/log.csv\")\n\t\tr := csv.NewReader(f)\n\t\tr.ReadAll()\n\t\tf.Close()\n\t}\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif req.Id == product.Id {\n\t\t\treturn product, nil\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", req.Id)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/74/path2.json b/golden-trajectory/boutique/codedefect/74/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..5f245e825029214d355107a71ff6d7b8c1e862f1 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/74/path2.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetErrorLogs", + "GetAppYAML", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-p2s2k 2/2 Running 0 5m37s\ncartservice-7c5f46fc47-rg5v8 2/2 Running 0 5m35s\ncheckoutservice-5b97d6df88-lbx95 2/2 Running 0 5m36s\ncurrencyservice-5bc9dbdf66-5w258 2/2 Running 0 5m37s\nemailservice-c86b9b8f6-mt9gv 2/2 Running 0 5m35s\nfrontend-79bb68d59d-fr8xl 2/2 Running 0 5m37s\npaymentservice-64b6c744b5-lrm7g 2/2 Running 0 5m36s\nproductcatalogservice-6df94d8f6b-nmz5q 1/2 OOMKilled 4 (67s ago) 2m26s\nrecommendationservice-786899779d-rnwb2 2/2 Running 0 5m37s\nredis-cart-64b9db6f79-czpdm 2/2 Running 0 5m36s\nshippingservice-799cbfbc76-96d9q 2/2 Running 0 5m37s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'productcatalogservice-6df94d8f6b-nmz5q', namespace: 'boutique'}", + "output": "Name: productcatalogservice-6df94d8f6b-nmz5q\nNamespace: boutique\nPriority: 0\nService Account: productcatalogservice\nNode: worker-01/192.168.0.222\nStart Time: Tue, 19 May 2026 13:10:28 +0800\nLabels: app=productcatalogservice\n networking.istio.io/tunnel=http\n pod-template-hash=6df94d8f6b\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=productcatalogservice\n service.istio.io/canonical-revision=latest\nAnnotations: istio.io/rev: default\n kubectl.kubernetes.io/default-container: server\n kubectl.kubernetes.io/default-logs-container: server\n prometheus.io/path: /stats/prometheus\n prometheus.io/port: 15020\n prometheus.io/scrape: true\n sidecar.istio.io/interceptionMode: REDIRECT\n sidecar.istio.io/status:\n {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n traffic.sidecar.istio.io/excludeInboundPorts: 15020\n traffic.sidecar.istio.io/includeInboundPorts: *\n traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus: Running\nIP: 172.20.1.183\nIPs:\n IP: 172.20.1.183\nControlled By: ReplicaSet/productcatalogservice-6df94d8f6b\nInit Containers:\n istio-validation:\n Container ID: containerd://19d048f7d9f189879292cf1a007a098b672490217eb06f2a401f8da7c1395fbf\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: \n Host Port: \n Args:\n istio-iptables\n -p\n 15001\n -z\n 15006\n -u\n 1337\n -m\n REDIRECT\n -i\n *\n -x\n \n -b\n *\n -d\n 15090,15021,15020\n --log_output_level=default:info\n --run-validation\n --skip-rule-apply\n State: Terminated\n Reason: Completed\n Exit Code: 0\n Started: Tue, 19 May 2026 13:10:28 +0800\n Finished: Tue, 19 May 2026 13:10:28 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Environment:\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-2644p (ro)\nContainers:\n server:\n Container ID: containerd://a589d2c057c196401921f5b79275056d4ee50379a4ede43c420942a9b8ce0665\n Image: wangyl2128/productcatalogservice-v2:latest\n Image ID: docker.io/wangyl2128/productcatalogservice-v2@sha256:c9924320b572f9731eef1b3db44aee232e28beb2c2c28d4a052e7fa8818cc65e\n Port: 3550/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: CrashLoopBackOff\n Last State: Terminated\n Reason: OOMKilled\n Exit Code: 137\n Started: Tue, 19 May 2026 13:12:32 +0800\n Finished: Tue, 19 May 2026 13:12:39 +0800\n Ready: False\n Restart Count: 4\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Environment:\n PORT: 3550\n DISABLE_PROFILER: 1\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-2644p (ro)\n istio-proxy:\n Container ID: containerd://7d81525d155240071403a4a3488f1143cf293a486c035c749ccd35acdec05100\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: 15090/TCP\n Host Port: 0/TCP\n Args:\n proxy\n sidecar\n --domain\n $(POD_NAMESPACE).svc.cluster.local\n --proxyLogLevel=warning\n --proxyComponentLogLevel=misc:error\n --log_output_level=default:info\n State: Running\n Started: Tue, 19 May 2026 13:10:31 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Readiness: http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n Startup: http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n Environment:\n PILOT_CERT_PROVIDER: istiod\n CA_ADDR: istiod.istio-system.svc:15012\n POD_NAME: productcatalogservice-6df94d8f6b-nmz5q (v1:metadata.name)\n POD_NAMESPACE: boutique (v1:metadata.namespace)\n INSTANCE_IP: (v1:status.podIP)\n SERVICE_ACCOUNT: (v1:spec.serviceAccountName)\n HOST_IP: (v1:status.hostIP)\n ISTIO_CPU_LIMIT: 2 (limits.cpu)\n PROXY_CONFIG: {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n \n ISTIO_META_POD_PORTS: [\n {\"containerPort\":3550,\"protocol\":\"TCP\"}\n ]\n ISTIO_META_APP_CONTAINERS: server\n GOMEMLIMIT: 1073741824 (limits.memory)\n GOMAXPROCS: 2 (limits.cpu)\n ISTIO_META_CLUSTER_ID: Kubernetes\n ISTIO_META_NODE_NAME: (v1:spec.nodeName)\n ISTIO_META_INTERCEPTION_MODE: REDIRECT\n ISTIO_META_WORKLOAD_NAME: productcatalogservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/productcatalogservice\n ISTIO_META_MESH_ID: cluster.local\n TRUST_DOMAIN: cluster.local\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /etc/istio/pod from istio-podinfo (rw)\n /etc/istio/proxy from istio-envoy (rw)\n /var/lib/istio/data from istio-data (rw)\n /var/run/secrets/credential-uds from credential-socket (rw)\n /var/run/secrets/istio from istiod-ca-cert (rw)\n /var/run/secrets/istio/crl from istio-ca-crl (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-2644p (ro)\n /var/run/secrets/tokens from istio-token (rw)\n /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n Type Status\n PodReadyToStartContainers True \n Initialized True \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n workload-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: \n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-podinfo:\n Type: DownwardAPI (a volume populated by information about the pod)\n Items:\n metadata.labels -> labels\n metadata.annotations -> annotations\n istio-token:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 43200\n istiod-ca-cert:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-root-cert\n Optional: false\n istio-ca-crl:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-crl\n Optional: true\n kube-api-access-2644p:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 2m28s default-scheduler Successfully assigned boutique/productcatalogservice-6df94d8f6b-nmz5q to worker-01\n Normal Pulled 2m28s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m28s kubelet Created container istio-validation\n Normal Started 2m28s kubelet Started container istio-validation\n Normal Created 2m25s kubelet Created container istio-proxy\n Normal Pulled 2m25s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.972s (1.972s including waiting). Image size: 10185829 bytes.\n Normal Pulled 2m25s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m25s kubelet Started container istio-proxy\n Normal Pulled 2m14s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.932s (1.932s including waiting). Image size: 10185829 bytes.\n Normal Pulled 111s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.908s (1.908s including waiting). Image size: 10185829 bytes.\n Warning BackOff 90s (x3 over 2m7s) kubelet Back-off restarting failed container server in pod productcatalogservice-6df94d8f6b-nmz5q_boutique(db5a6520-aa4f-4075-b532-0c41cbae4f9f)\n Normal Pulling 78s (x4 over 2m27s) kubelet Pulling image \"wangyl2128/productcatalogservice-v2:latest\"\n Normal Created 76s (x4 over 2m25s) kubelet Created container server\n Normal Started 76s (x4 over 2m25s) kubelet Started container server\n Normal Pulled 76s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.903s (1.903s including waiting). Image size: 10185829 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 5, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-19 13:10:18 ~ 2026-05-19 13:12:53', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=95.2% -> Cur=38.5% (-56.7%)']}, {'type': 'Service', 'name': 'productcatalogservice', 'time_range': '2026-05-19 13:10:18 ~ 2026-05-19 13:12:53', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=2.40ms -> Current=1950.00ms (+81082.3%) | Peak=3322.06ms']}, {'type': 'Service', 'name': 'recommendationservice', 'time_range': '2026-05-19 13:10:18 ~ 2026-05-19 13:12:53', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=3.38ms -> Current=2499.34ms (+73954.5%) | Peak=3958.33ms | p90latency: Normal=9.10ms -> Current=6867.93ms (+75371.8%) | Peak=8333.33ms']}, {'request_method': 'GET', 'business_action': 'Browse home page', 'entry_service': 'frontend', 'url': '/', 'occurrences': 483, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 468, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 4330,\n \"total_errors\": 1002,\n \"total_error_ratio\": 0.2314,\n \"patterns\": [\n {\n \"count\": 483,\n \"ratio\": 0.1115,\n \"sample\": \"2026-05-19T13:13:08.045823585+08:00 {\\\"error\\\":\\\"could not retrieve products: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"36016865-218e-4310-b907-680eaba507af\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"4e8459b1-cb4e-484a-8363-25709beb3649\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T05:13:08.045739724Z\\\"}\"\n },\n {\n \"count\": 467,\n \"ratio\": 0.1079,\n \"sample\": \"2026-05-19T13:13:08.246751179+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"fb3cf49f-3096-495f-a388-2de21c6c15cf\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/6E92ZMYYFZ\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"935c1ccc-8156-4780-8e9d-f1cb6e23527d\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T05:13:08.246686766Z\\\"}\"\n },\n {\n \"count\": 51,\n \"ratio\": 0.0118,\n \"sample\": \"2026-05-19T13:12:39.298826072+08:00 {\\\"error\\\":\\\"rpc error: code = Unknown desc = Exception calling application: \\\\u003c_InactiveRpcError of RPC that terminated with:\\\\n\\\\tstatus = StatusCode.UNAVAILABLE\\\\n\\\\tdetails = \\\\\\\"upstream connect error or disconnect/reset before headers. reset reason: remote connection failure, transport failure reason: delayed connect error: Connection refused\\\\\\\"\\\\n\\\\tdebug_error_string = \\\\\\\"UNKNOWN:Error received from peer {created_time:\\\\\\\"2026-05-19T05:12:39.2972793+00:00\\\\\\\", grpc_status:14, grpc_message:\\\\\\\"upstream connect error or disconnect/reset before headers. reset reason: remote connection failure, transport failure reason: delayed connect error: Connection refused\\\\\\\"}\\\\\\\"\\\\n\\\\u003e\\\",\\\"http.req.id\\\":\\\"9778e464-53bd-4e5f-ad2c-92dfd072b24e\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/OLJCESPC7Z\\\",\\\"message\\\":\\\"failed to get product recommendations\\\",\\\"session\\\":\\\"48fff81c-4468-4d26-bddc-2725277eade5\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-19T05:12:39.298770756Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T13:10:49.341079159+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Internal desc = stream terminated by RST_STREAM with error code: NO_ERROR\\\",\\\"http.req.id\\\":\\\"32d3ecdb-031c-48ab-978a-b1e0be06ab89\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/1YMWWN1N4O\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"ed256446-61de-4226-a60b-0bf6f7456931\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T05:10:49.340822512Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'productcatalogservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: productcatalogservice\n namespace: boutique\n labels:\n app: productcatalogservice\nspec:\n selector:\n matchLabels:\n app: productcatalogservice\n template:\n metadata:\n labels:\n app: productcatalogservice\n spec:\n serviceAccountName: productcatalogservice\n terminationGracePeriodSeconds: 5\n securityContext:\n fsGroup: 1000\n runAsGroup: 1000\n runAsNonRoot: true\n runAsUser: 1000\n containers:\n - name: server\n securityContext:\n allowPrivilegeEscalation: false\n capabilities:\n drop:\n - ALL\n privileged: false\n readOnlyRootFilesystem: false\n image: wangyl2128/productcatalogservice-v2:latest\n ports:\n - containerPort: 3550\n env:\n - name: PORT\n value: \"3550\"\n - name: DISABLE_PROFILER\n value: \"1\"\n resources:\n requests:\n cpu: 100m\n memory: 64Mi\n limits:\n cpu: 200m\n memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: productcatalogservice\n namespace: boutique\n labels:\n app: productcatalogservice\nspec:\n type: ClusterIP\n selector:\n app: productcatalogservice\n ports:\n - name: grpc\n port: 3550\n targetPort: 3550\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: productcatalogservice\n namespace: boutique" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tfor i := 0; i < 15; i++ {\n\t\tf, _ := os.Open(\"/src/log.csv\")\n\t\tr := csv.NewReader(f)\n\t\tr.ReadAll()\n\t\tf.Close()\n\t}\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif req.Id == product.Id {\n\t\t\treturn product, nil\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", req.Id)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/75/path1.json b/golden-trajectory/boutique/codedefect/75/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..8bcc46fad010e11f709e7c98545f4bed91e97386 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/75/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetRecentLogs", + "GetErrorLogs", + "GetAppYAML", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-kxg97 2/2 Running 0 5m38s\ncartservice-7c5f46fc47-6xftr 2/2 Running 0 5m37s\ncheckoutservice-5b97d6df88-qnstp 2/2 Running 0 5m37s\ncurrencyservice-5bc9dbdf66-qz5dg 2/2 Running 0 5m37s\nemailservice-c86b9b8f6-hccq7 2/2 Running 0 5m36s\nfrontend-79bb68d59d-pslxg 2/2 Running 0 5m38s\npaymentservice-64b6c744b5-z5ssl 2/2 Running 0 5m36s\nproductcatalogservice-6df94d8f6b-rgpsx 2/2 Running 4 (59s ago) 2m27s\nrecommendationservice-786899779d-szncw 2/2 Running 0 5m36s\nredis-cart-64b9db6f79-jgh6b 2/2 Running 0 5m36s\nshippingservice-799cbfbc76-8k7kw 2/2 Running 0 5m37s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'productcatalogservice-6df94d8f6b-rgpsx', namespace: 'boutique'}", + "output": "Name: productcatalogservice-6df94d8f6b-rgpsx\nNamespace: boutique\nPriority: 0\nService Account: productcatalogservice\nNode: worker-01/192.168.0.222\nStart Time: Tue, 19 May 2026 15:28:46 +0800\nLabels: app=productcatalogservice\n networking.istio.io/tunnel=http\n pod-template-hash=6df94d8f6b\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=productcatalogservice\n service.istio.io/canonical-revision=latest\nAnnotations: istio.io/rev: default\n kubectl.kubernetes.io/default-container: server\n kubectl.kubernetes.io/default-logs-container: server\n prometheus.io/path: /stats/prometheus\n prometheus.io/port: 15020\n prometheus.io/scrape: true\n sidecar.istio.io/interceptionMode: REDIRECT\n sidecar.istio.io/status:\n {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n traffic.sidecar.istio.io/excludeInboundPorts: 15020\n traffic.sidecar.istio.io/includeInboundPorts: *\n traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus: Running\nIP: 172.20.1.65\nIPs:\n IP: 172.20.1.65\nControlled By: ReplicaSet/productcatalogservice-6df94d8f6b\nInit Containers:\n istio-validation:\n Container ID: containerd://30cffd7d4c480e9cad9018f40858e84e0ae7da6cb0774eec35b2e5c1eb54b9fe\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: \n Host Port: \n Args:\n istio-iptables\n -p\n 15001\n -z\n 15006\n -u\n 1337\n -m\n REDIRECT\n -i\n *\n -x\n \n -b\n *\n -d\n 15090,15021,15020\n --log_output_level=default:info\n --run-validation\n --skip-rule-apply\n State: Terminated\n Reason: Completed\n Exit Code: 0\n Started: Tue, 19 May 2026 15:28:47 +0800\n Finished: Tue, 19 May 2026 15:28:47 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Environment:\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-sh9wj (ro)\nContainers:\n server:\n Container ID: containerd://7355726626972a4fa11d1b418f785a1bd55c2ae246e40a471af4fd44e5efa2a0\n Image: wangyl2128/productcatalogservice-v2:latest\n Image ID: docker.io/wangyl2128/productcatalogservice-v2@sha256:c9924320b572f9731eef1b3db44aee232e28beb2c2c28d4a052e7fa8818cc65e\n Port: 3550/TCP\n Host Port: 0/TCP\n State: Running\n Started: Tue, 19 May 2026 15:31:10 +0800\n Last State: Terminated\n Reason: OOMKilled\n Exit Code: 137\n Started: Tue, 19 May 2026 15:30:08 +0800\n Finished: Tue, 19 May 2026 15:30:14 +0800\n Ready: True\n Restart Count: 4\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Environment:\n PORT: 3550\n DISABLE_PROFILER: 1\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-sh9wj (ro)\n istio-proxy:\n Container ID: containerd://f57abf3fae7a2d78f7c2daa6a5a13b5803ff04fbf87b627b405d229bf88f5ba1\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: 15090/TCP\n Host Port: 0/TCP\n Args:\n proxy\n sidecar\n --domain\n $(POD_NAMESPACE).svc.cluster.local\n --proxyLogLevel=warning\n --proxyComponentLogLevel=misc:error\n --log_output_level=default:info\n State: Running\n Started: Tue, 19 May 2026 15:28:50 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Readiness: http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n Startup: http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n Environment:\n PILOT_CERT_PROVIDER: istiod\n CA_ADDR: istiod.istio-system.svc:15012\n POD_NAME: productcatalogservice-6df94d8f6b-rgpsx (v1:metadata.name)\n POD_NAMESPACE: boutique (v1:metadata.namespace)\n INSTANCE_IP: (v1:status.podIP)\n SERVICE_ACCOUNT: (v1:spec.serviceAccountName)\n HOST_IP: (v1:status.hostIP)\n ISTIO_CPU_LIMIT: 2 (limits.cpu)\n PROXY_CONFIG: {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n \n ISTIO_META_POD_PORTS: [\n {\"containerPort\":3550,\"protocol\":\"TCP\"}\n ]\n ISTIO_META_APP_CONTAINERS: server\n GOMEMLIMIT: 1073741824 (limits.memory)\n GOMAXPROCS: 2 (limits.cpu)\n ISTIO_META_CLUSTER_ID: Kubernetes\n ISTIO_META_NODE_NAME: (v1:spec.nodeName)\n ISTIO_META_INTERCEPTION_MODE: REDIRECT\n ISTIO_META_WORKLOAD_NAME: productcatalogservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/productcatalogservice\n ISTIO_META_MESH_ID: cluster.local\n TRUST_DOMAIN: cluster.local\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /etc/istio/pod from istio-podinfo (rw)\n /etc/istio/proxy from istio-envoy (rw)\n /var/lib/istio/data from istio-data (rw)\n /var/run/secrets/credential-uds from credential-socket (rw)\n /var/run/secrets/istio from istiod-ca-cert (rw)\n /var/run/secrets/istio/crl from istio-ca-crl (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-sh9wj (ro)\n /var/run/secrets/tokens from istio-token (rw)\n /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n Type Status\n PodReadyToStartContainers True \n Initialized True \n Ready True \n ContainersReady True \n PodScheduled True \nVolumes:\n workload-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: \n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-podinfo:\n Type: DownwardAPI (a volume populated by information about the pod)\n Items:\n metadata.labels -> labels\n metadata.annotations -> annotations\n istio-token:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 43200\n istiod-ca-cert:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-root-cert\n Optional: false\n istio-ca-crl:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-crl\n Optional: true\n kube-api-access-sh9wj:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 2m29s default-scheduler Successfully assigned boutique/productcatalogservice-6df94d8f6b-rgpsx to worker-01\n Normal Pulled 2m28s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m28s kubelet Created container istio-validation\n Normal Started 2m28s kubelet Started container istio-validation\n Normal Created 2m25s kubelet Created container istio-proxy\n Normal Pulled 2m25s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 2.126s (2.126s including waiting). Image size: 10185829 bytes.\n Normal Pulled 2m25s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m25s kubelet Started container istio-proxy\n Normal Pulled 2m11s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.933s (1.933s including waiting). Image size: 10185829 bytes.\n Normal Pulled 106s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.922s (1.922s including waiting). Image size: 10185829 bytes.\n Warning BackOff 84s (x3 over 2m3s) kubelet Back-off restarting failed container server in pod productcatalogservice-6df94d8f6b-rgpsx_boutique(12e963f2-296c-4d4e-9b8a-fbaa615c8ec4)\n Normal Pulling 69s (x4 over 2m27s) kubelet Pulling image \"wangyl2128/productcatalogservice-v2:latest\"\n Normal Created 67s (x4 over 2m25s) kubelet Created container server\n Normal Started 67s (x4 over 2m25s) kubelet Started container server\n Normal Pulled 67s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 2.114s (2.114s including waiting). Image size: 10185829 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 5, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-19 15:28:37 ~ 2026-05-19 15:31:12', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=100.0% -> Cur=41.7% (-58.3%)']}, {'type': 'Service', 'name': 'productcatalogservice', 'time_range': '2026-05-19 15:28:37 ~ 2026-05-19 15:31:12', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=2.37ms -> Current=1944.01ms (+81856.6%) | Peak=4316.88ms']}, {'type': 'Service', 'name': 'recommendationservice', 'time_range': '2026-05-19 15:28:37 ~ 2026-05-19 15:31:12', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=3.39ms -> Current=2200.00ms (+64720.3%) | Peak=3750.00ms | p90latency: Normal=9.59ms -> Current=4875.00ms (+50734.2%) | Peak=8423.08ms']}, {'request_method': 'GET', 'business_action': 'Browse home page', 'entry_service': 'frontend', 'url': '/', 'occurrences': 499, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 402, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetRecentLogs", + "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'productcatalogservice'}", + "output": "['From productcatalogservice logs:', '2026-05-19T15:31:10.489530245+08:00 {\"message\":\"Tracing disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:31:10.489388699Z\"}', '2026-05-19T15:31:10.489556484+08:00 {\"message\":\"Profiling disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:31:10.489463241Z\"}', '2026-05-19T15:31:10.489754291+08:00 {\"message\":\"starting grpc server at :3550\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:31:10.489681745Z\"}', '2026-05-19T15:31:10.489827252+08:00 {\"message\":\"loading catalog from local products.json file...\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:31:10.489783565Z\"}', '2026-05-19T15:31:10.490356503+08:00 {\"message\":\"successfully parsed product catalog json\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:31:10.490301271Z\"}', '', 'From previous container logs:', '{\"message\":\"Tracing disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:31:10.489388699Z\"}', '{\"message\":\"Profiling disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:31:10.489463241Z\"}', '{\"message\":\"starting grpc server at :3550\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:31:10.489681745Z\"}', '{\"message\":\"loading catalog from local products.json file...\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:31:10.489783565Z\"}', '{\"message\":\"successfully parsed product catalog json\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:31:10.490301271Z\"}', '', 'From istio-proxy logs:', '2026-05-19T07:28:50.388579Z\\tinfo\\tFLAG: --proxyComponentLogLevel=\"misc:error\"', '2026-05-19T07:28:50.388582Z\\tinfo\\tFLAG: --proxyLogLevel=\"warning\"', '2026-05-19T07:28:50.388585Z\\tinfo\\tFLAG: --serviceCluster=\"istio-proxy\"', '2026-05-19T07:28:50.388588Z\\tinfo\\tFLAG: --stsPort=\"0\"', '2026-05-19T07:28:50.388591Z\\tinfo\\tFLAG: --templateFile=\"\"', '2026-05-19T07:28:50.388595Z\\tinfo\\tFLAG: --tokenManagerPlugin=\"\"', '2026-05-19T07:28:50.388599Z\\tinfo\\tFLAG: --vklog=\"0\"', '2026-05-19T07:28:50.388603Z\\tinfo\\tVersion 1.27.3-df538c2279a633544e6c0961a03ab772729933be-Clean', '2026-05-19T07:28:50.388757Z\\tinfo\\tProxy role\\tips=[172.20.1.65] type=sidecar id=productcatalogservice-6df94d8f6b-rgpsx.boutique domain=boutique.svc.cluster.local', '2026-05-19T07:28:50.388803Z\\tinfo\\tApply proxy config from env {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}', '2026-05-19T07:28:50.390065Z\\tinfo\\tcpu limit detected as 2, setting concurrency', '2026-05-19T07:28:50.390332Z\\tinfo\\tEffective config: binaryPath: /usr/local/bin/envoy', 'concurrency: 2', 'configPath: ./etc/istio/proxy', 'controlPlaneAuthPolicy: MUTUAL_TLS', 'discoveryAddress: istiod.istio-system.svc:15012', 'drainDuration: 45s', 'image:', 'imageType: distroless', 'proxyAdminPort: 15000', 'proxyMetadata:', 'ISTIO_META_ENABLE_HBONE: \"true\"', 'serviceCluster: istio-proxy', 'statNameLength: 189', 'statusPort: 15020', 'terminationDrainDuration: 5s', '2026-05-19T07:28:50.390346Z\\tinfo\\tJWT policy is third-party-jwt', '2026-05-19T07:28:50.390349Z\\tinfo\\tusing credential fetcher of JWT type in cluster.local trust domain', '2026-05-19T07:28:50.423145Z\\tinfo\\tStarting default Istio SDS Server', '2026-05-19T07:28:50.423172Z\\tinfo\\tCA Endpoint istiod.istio-system.svc:15012, provider Citadel', '2026-05-19T07:28:50.423187Z\\tinfo\\tUsing CA istiod.istio-system.svc:15012 cert with certs: var/run/secrets/istio/root-cert.pem', '2026-05-19T07:28:50.423134Z\\tinfo\\tOpening status port 15020', '2026-05-19T07:28:50.423686Z\\tinfo\\txdsproxy\\tInitializing with upstream address \"istiod.istio-system.svc:15012\" and cluster \"Kubernetes\"', '2026-05-19T07:28:50.424896Z\\tinfo\\tPilot SAN: [istiod.istio-system.svc]', '2026-05-19T07:28:50.425766Z\\tinfo\\tStarting proxy agent', '2026-05-19T07:28:50.425803Z\\tinfo\\tEnvoy command: [-c etc/istio/proxy/envoy-rev.json --drain-time-s 45 --drain-strategy immediate --local-address-ip-version v4 --file-flush-interval-msec 1000 --disable-hot-restart --allow-unknown-static-fields -l warning --component-log-level misc:error --skip-deprecated-logs --concurrency 2]', '2026-05-19T07:28:50.426295Z\\tinfo\\tsds\\tStarting SDS grpc server', '2026-05-19T07:28:50.426314Z\\tinfo\\tsds\\tStarting SDS server for workload certificates, will listen on \"var/run/secrets/workload-spiffe-uds/socket\"', '2026-05-19T07:28:50.483240Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:905\\tUsage of the deprecated runtime key overload.global_downstream_max_connections, consider switching to `envoy.resource_monitors.global_downstream_max_connections` instead.This runtime key will be removed in future.\\tthread=14', '2026-05-19T07:28:50.484226Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:1001\\tThere is no configured limit to the number of allowed active downstream connections. Configure a limit in `envoy.resource_monitors.global_downstream_max_connections` resource monitor.\\tthread=14', '2026-05-19T07:28:50.490556Z\\tinfo\\txdsproxy\\tconnected to delta upstream XDS server: istiod.istio-system.svc:15012\\tid=1', '2026-05-19T07:28:50.509979Z\\tinfo\\tcache\\tgenerated new workload certificate\\tresourceName=default latency=85.99381ms ttl=23h59m59.490024177s', '2026-05-19T07:28:50.510020Z\\tinfo\\tcache\\tRoot cert has changed, start rotating root cert', '2026-05-19T07:28:50.510046Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.489954239s', '2026-05-19T07:28:50.528956Z\\tinfo\\tads\\tADS: new connection for node:1', '2026-05-19T07:28:50.529008Z\\tinfo\\tcache\\treturned workload certificate from cache\\tttl=23h59m59.470992868s', '2026-05-19T07:28:50.530111Z\\tinfo\\tads\\tADS: new connection for node:2', '2026-05-19T07:28:50.530177Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.469823626s', '2026-05-19T07:28:51.291906Z\\tinfo\\tReadiness succeeded in 906.080724ms', '2026-05-19T07:28:51.292219Z\\tinfo\\tEnvoy proxy is ready']" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'productcatalogservice'}", + "output": "No error logs found for productcatalogservice in boutique namespace." + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'productcatalogservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: productcatalogservice\n namespace: boutique\n labels:\n app: productcatalogservice\nspec:\n selector:\n matchLabels:\n app: productcatalogservice\n template:\n metadata:\n labels:\n app: productcatalogservice\n spec:\n serviceAccountName: productcatalogservice\n terminationGracePeriodSeconds: 5\n securityContext:\n fsGroup: 1000\n runAsGroup: 1000\n runAsNonRoot: true\n runAsUser: 1000\n containers:\n - name: server\n securityContext:\n allowPrivilegeEscalation: false\n capabilities:\n drop:\n - ALL\n privileged: false\n readOnlyRootFilesystem: false\n image: wangyl2128/productcatalogservice-v2:latest\n ports:\n - containerPort: 3550\n env:\n - name: PORT\n value: \"3550\"\n - name: DISABLE_PROFILER\n value: \"1\"\n resources:\n requests:\n cpu: 100m\n memory: 64Mi\n limits:\n cpu: 200m\n memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: productcatalogservice\n namespace: boutique\n labels:\n app: productcatalogservice\nspec:\n type: ClusterIP\n selector:\n app: productcatalogservice\n ports:\n - name: grpc\n port: 3550\n targetPort: 3550\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: productcatalogservice\n namespace: boutique" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tfor i := 0; i < 15; i++ {\n\t\tf, _ := os.Open(\"/src/log.csv\")\n\t\tr := csv.NewReader(f)\n\t\tr.ReadAll()\n\t\tf.Close()\n\t}\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif req.Id == product.Id {\n\t\t\treturn product, nil\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", req.Id)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/75/path2.json b/golden-trajectory/boutique/codedefect/75/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..ed3e8cffc179db5846639877d10c4804af6a4088 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/75/path2.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetErrorLogs", + "GetAppYAML", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-kxg97 2/2 Running 0 5m38s\ncartservice-7c5f46fc47-6xftr 2/2 Running 0 5m37s\ncheckoutservice-5b97d6df88-qnstp 2/2 Running 0 5m37s\ncurrencyservice-5bc9dbdf66-qz5dg 2/2 Running 0 5m37s\nemailservice-c86b9b8f6-hccq7 2/2 Running 0 5m36s\nfrontend-79bb68d59d-pslxg 2/2 Running 0 5m38s\npaymentservice-64b6c744b5-z5ssl 2/2 Running 0 5m36s\nproductcatalogservice-6df94d8f6b-rgpsx 2/2 Running 4 (59s ago) 2m27s\nrecommendationservice-786899779d-szncw 2/2 Running 0 5m36s\nredis-cart-64b9db6f79-jgh6b 2/2 Running 0 5m36s\nshippingservice-799cbfbc76-8k7kw 2/2 Running 0 5m37s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'productcatalogservice-6df94d8f6b-rgpsx', namespace: 'boutique'}", + "output": "Name: productcatalogservice-6df94d8f6b-rgpsx\nNamespace: boutique\nPriority: 0\nService Account: productcatalogservice\nNode: worker-01/192.168.0.222\nStart Time: Tue, 19 May 2026 15:28:46 +0800\nLabels: app=productcatalogservice\n networking.istio.io/tunnel=http\n pod-template-hash=6df94d8f6b\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=productcatalogservice\n service.istio.io/canonical-revision=latest\nAnnotations: istio.io/rev: default\n kubectl.kubernetes.io/default-container: server\n kubectl.kubernetes.io/default-logs-container: server\n prometheus.io/path: /stats/prometheus\n prometheus.io/port: 15020\n prometheus.io/scrape: true\n sidecar.istio.io/interceptionMode: REDIRECT\n sidecar.istio.io/status:\n {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n traffic.sidecar.istio.io/excludeInboundPorts: 15020\n traffic.sidecar.istio.io/includeInboundPorts: *\n traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus: Running\nIP: 172.20.1.65\nIPs:\n IP: 172.20.1.65\nControlled By: ReplicaSet/productcatalogservice-6df94d8f6b\nInit Containers:\n istio-validation:\n Container ID: containerd://30cffd7d4c480e9cad9018f40858e84e0ae7da6cb0774eec35b2e5c1eb54b9fe\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: \n Host Port: \n Args:\n istio-iptables\n -p\n 15001\n -z\n 15006\n -u\n 1337\n -m\n REDIRECT\n -i\n *\n -x\n \n -b\n *\n -d\n 15090,15021,15020\n --log_output_level=default:info\n --run-validation\n --skip-rule-apply\n State: Terminated\n Reason: Completed\n Exit Code: 0\n Started: Tue, 19 May 2026 15:28:47 +0800\n Finished: Tue, 19 May 2026 15:28:47 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Environment:\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-sh9wj (ro)\nContainers:\n server:\n Container ID: containerd://7355726626972a4fa11d1b418f785a1bd55c2ae246e40a471af4fd44e5efa2a0\n Image: wangyl2128/productcatalogservice-v2:latest\n Image ID: docker.io/wangyl2128/productcatalogservice-v2@sha256:c9924320b572f9731eef1b3db44aee232e28beb2c2c28d4a052e7fa8818cc65e\n Port: 3550/TCP\n Host Port: 0/TCP\n State: Running\n Started: Tue, 19 May 2026 15:31:10 +0800\n Last State: Terminated\n Reason: OOMKilled\n Exit Code: 137\n Started: Tue, 19 May 2026 15:30:08 +0800\n Finished: Tue, 19 May 2026 15:30:14 +0800\n Ready: True\n Restart Count: 4\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Environment:\n PORT: 3550\n DISABLE_PROFILER: 1\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-sh9wj (ro)\n istio-proxy:\n Container ID: containerd://f57abf3fae7a2d78f7c2daa6a5a13b5803ff04fbf87b627b405d229bf88f5ba1\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: 15090/TCP\n Host Port: 0/TCP\n Args:\n proxy\n sidecar\n --domain\n $(POD_NAMESPACE).svc.cluster.local\n --proxyLogLevel=warning\n --proxyComponentLogLevel=misc:error\n --log_output_level=default:info\n State: Running\n Started: Tue, 19 May 2026 15:28:50 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Readiness: http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n Startup: http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n Environment:\n PILOT_CERT_PROVIDER: istiod\n CA_ADDR: istiod.istio-system.svc:15012\n POD_NAME: productcatalogservice-6df94d8f6b-rgpsx (v1:metadata.name)\n POD_NAMESPACE: boutique (v1:metadata.namespace)\n INSTANCE_IP: (v1:status.podIP)\n SERVICE_ACCOUNT: (v1:spec.serviceAccountName)\n HOST_IP: (v1:status.hostIP)\n ISTIO_CPU_LIMIT: 2 (limits.cpu)\n PROXY_CONFIG: {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n \n ISTIO_META_POD_PORTS: [\n {\"containerPort\":3550,\"protocol\":\"TCP\"}\n ]\n ISTIO_META_APP_CONTAINERS: server\n GOMEMLIMIT: 1073741824 (limits.memory)\n GOMAXPROCS: 2 (limits.cpu)\n ISTIO_META_CLUSTER_ID: Kubernetes\n ISTIO_META_NODE_NAME: (v1:spec.nodeName)\n ISTIO_META_INTERCEPTION_MODE: REDIRECT\n ISTIO_META_WORKLOAD_NAME: productcatalogservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/productcatalogservice\n ISTIO_META_MESH_ID: cluster.local\n TRUST_DOMAIN: cluster.local\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /etc/istio/pod from istio-podinfo (rw)\n /etc/istio/proxy from istio-envoy (rw)\n /var/lib/istio/data from istio-data (rw)\n /var/run/secrets/credential-uds from credential-socket (rw)\n /var/run/secrets/istio from istiod-ca-cert (rw)\n /var/run/secrets/istio/crl from istio-ca-crl (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-sh9wj (ro)\n /var/run/secrets/tokens from istio-token (rw)\n /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n Type Status\n PodReadyToStartContainers True \n Initialized True \n Ready True \n ContainersReady True \n PodScheduled True \nVolumes:\n workload-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: \n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-podinfo:\n Type: DownwardAPI (a volume populated by information about the pod)\n Items:\n metadata.labels -> labels\n metadata.annotations -> annotations\n istio-token:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 43200\n istiod-ca-cert:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-root-cert\n Optional: false\n istio-ca-crl:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-crl\n Optional: true\n kube-api-access-sh9wj:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 2m29s default-scheduler Successfully assigned boutique/productcatalogservice-6df94d8f6b-rgpsx to worker-01\n Normal Pulled 2m28s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m28s kubelet Created container istio-validation\n Normal Started 2m28s kubelet Started container istio-validation\n Normal Created 2m25s kubelet Created container istio-proxy\n Normal Pulled 2m25s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 2.126s (2.126s including waiting). Image size: 10185829 bytes.\n Normal Pulled 2m25s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m25s kubelet Started container istio-proxy\n Normal Pulled 2m11s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.933s (1.933s including waiting). Image size: 10185829 bytes.\n Normal Pulled 106s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 1.922s (1.922s including waiting). Image size: 10185829 bytes.\n Warning BackOff 84s (x3 over 2m3s) kubelet Back-off restarting failed container server in pod productcatalogservice-6df94d8f6b-rgpsx_boutique(12e963f2-296c-4d4e-9b8a-fbaa615c8ec4)\n Normal Pulling 69s (x4 over 2m27s) kubelet Pulling image \"wangyl2128/productcatalogservice-v2:latest\"\n Normal Created 67s (x4 over 2m25s) kubelet Created container server\n Normal Started 67s (x4 over 2m25s) kubelet Started container server\n Normal Pulled 67s kubelet Successfully pulled image \"wangyl2128/productcatalogservice-v2:latest\" in 2.114s (2.114s including waiting). Image size: 10185829 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 5, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-19 15:28:37 ~ 2026-05-19 15:31:12', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=100.0% -> Cur=41.7% (-58.3%)']}, {'type': 'Service', 'name': 'productcatalogservice', 'time_range': '2026-05-19 15:28:37 ~ 2026-05-19 15:31:12', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=2.37ms -> Current=1944.01ms (+81856.6%) | Peak=4316.88ms']}, {'type': 'Service', 'name': 'recommendationservice', 'time_range': '2026-05-19 15:28:37 ~ 2026-05-19 15:31:12', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=3.39ms -> Current=2200.00ms (+64720.3%) | Peak=3750.00ms | p90latency: Normal=9.59ms -> Current=4875.00ms (+50734.2%) | Peak=8423.08ms']}, {'request_method': 'GET', 'business_action': 'Browse home page', 'entry_service': 'frontend', 'url': '/', 'occurrences': 499, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 402, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 4269,\n \"total_errors\": 980,\n \"total_error_ratio\": 0.2296,\n \"patterns\": [\n {\n \"count\": 500,\n \"ratio\": 0.1171,\n \"sample\": \"2026-05-19T15:31:26.975261443+08:00 {\\\"error\\\":\\\"could not retrieve products: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"d99e9786-e90b-4172-baf7-8d50e718a6bf\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"4089a485-6cc8-49be-90d7-a8eb259c44c3\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T07:31:26.975174399Z\\\"}\"\n },\n {\n \"count\": 402,\n \"ratio\": 0.0942,\n \"sample\": \"2026-05-19T15:31:27.072209953+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"6a702a54-515f-4fb0-8023-812f6516a272\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/LS4PSXUNUM\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"f1f54737-0391-429c-a4e0-d4f9e8541ec6\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T07:31:27.072149257Z\\\"}\"\n },\n {\n \"count\": 78,\n \"ratio\": 0.0183,\n \"sample\": \"2026-05-19T15:31:18.026222475+08:00 {\\\"error\\\":\\\"rpc error: code = Unknown desc = Exception calling application: \\\\u003c_InactiveRpcError of RPC that terminated with:\\\\n\\\\tstatus = StatusCode.UNAVAILABLE\\\\n\\\\tdetails = \\\\\\\"upstream connect error or disconnect/reset before headers. reset reason: remote connection failure, transport failure reason: delayed connect error: Connection refused\\\\\\\"\\\\n\\\\tdebug_error_string = \\\\\\\"UNKNOWN:Error received from peer {grpc_message:\\\\\\\"upstream connect error or disconnect/reset before headers. reset reason: remote connection failure, transport failure reason: delayed connect error: Connection refused\\\\\\\", grpc_status:14, created_time:\\\\\\\"2026-05-19T07:31:18.003651249+00:00\\\\\\\"}\\\\\\\"\\\\n\\\\u003e\\\",\\\"http.req.id\\\":\\\"3fc3adf0-69ce-4276-95f3-fb4280e10b53\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/0PUK6V6EV0\\\",\\\"message\\\":\\\"failed to get product recommendations\\\",\\\"session\\\":\\\"8bd27e67-aa1e-491f-8d87-e952b00c1792\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-19T07:31:18.026160036Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'productcatalogservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: productcatalogservice\n namespace: boutique\n labels:\n app: productcatalogservice\nspec:\n selector:\n matchLabels:\n app: productcatalogservice\n template:\n metadata:\n labels:\n app: productcatalogservice\n spec:\n serviceAccountName: productcatalogservice\n terminationGracePeriodSeconds: 5\n securityContext:\n fsGroup: 1000\n runAsGroup: 1000\n runAsNonRoot: true\n runAsUser: 1000\n containers:\n - name: server\n securityContext:\n allowPrivilegeEscalation: false\n capabilities:\n drop:\n - ALL\n privileged: false\n readOnlyRootFilesystem: false\n image: wangyl2128/productcatalogservice-v2:latest\n ports:\n - containerPort: 3550\n env:\n - name: PORT\n value: \"3550\"\n - name: DISABLE_PROFILER\n value: \"1\"\n resources:\n requests:\n cpu: 100m\n memory: 64Mi\n limits:\n cpu: 200m\n memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: productcatalogservice\n namespace: boutique\n labels:\n app: productcatalogservice\nspec:\n type: ClusterIP\n selector:\n app: productcatalogservice\n ports:\n - name: grpc\n port: 3550\n targetPort: 3550\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: productcatalogservice\n namespace: boutique" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tfor i := 0; i < 15; i++ {\n\t\tf, _ := os.Open(\"/src/log.csv\")\n\t\tr := csv.NewReader(f)\n\t\tr.ReadAll()\n\t\tf.Close()\n\t}\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif req.Id == product.Id {\n\t\t\treturn product, nil\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", req.Id)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/76/path1.json b/golden-trajectory/boutique/codedefect/76/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..1170c8e12d96becd11b4c6a54c111ceb3554bbd1 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/76/path1.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetErrorLogs", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-ftljq 2/2 Running 0 5m38s\ncartservice-7c5f46fc47-gb9tp 2/2 Running 0 5m37s\ncheckoutservice-5b97d6df88-v45ch 2/2 Running 0 5m37s\ncurrencyservice-5bc9dbdf66-tp6j5 2/2 Running 0 5m37s\nemailservice-c86b9b8f6-wv25l 2/2 Running 0 5m37s\nfrontend-79bb68d59d-m47hd 2/2 Running 0 5m37s\npaymentservice-64b6c744b5-s5tt5 2/2 Running 0 5m36s\nproductcatalogservice-867cb6fc4d-69n26 2/2 Running 0 2m26s\nrecommendationservice-786899779d-g8hjp 2/2 Running 0 5m36s\nredis-cart-64b9db6f79-w5xwj 2/2 Running 0 5m36s\nshippingservice-799cbfbc76-n4mrn 2/2 Running 0 5m35s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.129.39 9555/TCP 5m41s\ncartservice ClusterIP 10.68.185.219 7070/TCP 5m40s\ncheckoutservice ClusterIP 10.68.63.68 5050/TCP 5m40s\ncurrencyservice ClusterIP 10.68.33.214 7000/TCP 5m40s\nemailservice ClusterIP 10.68.73.155 5000/TCP 5m40s\nfrontend ClusterIP 10.68.237.32 80/TCP 5m40s\nfrontend-external NodePort 10.68.66.17 80:30080/TCP 5m40s\npaymentservice ClusterIP 10.68.147.37 50051/TCP 5m39s\nproductcatalogservice ClusterIP 10.68.2.24 3550/TCP 5m39s\nrecommendationservice ClusterIP 10.68.124.168 8080/TCP 5m39s\nredis-cart ClusterIP 10.68.10.56 6379/TCP 5m39s\nshippingservice ClusterIP 10.68.121.179 50051/TCP 5m39s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 3, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-18 18:38:48 ~ 2026-05-18 18:41:23', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=90.5% -> Cur=66.6% (-23.9%)']}, {'type': 'Service', 'name': 'recommendationservice', 'time_range': '2026-05-18 18:38:48 ~ 2026-05-18 18:41:23', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 553, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 5355,\n \"total_errors\": 553,\n \"total_error_ratio\": 0.1033,\n \"patterns\": [\n {\n \"count\": 553,\n \"ratio\": 0.1033,\n \"sample\": \"2026-05-18T18:41:37.278048315+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Unknown desc = Query product error.\\\",\\\"http.req.id\\\":\\\"36ed37bd-fbe3-4066-bf87-11d4360ffc08\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/0PUK6V6EV0\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"4e5c332a-a915-4b5f-bdbe-aba7a751eb2c\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T10:41:37.277974561Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'productcatalogservice'}", + "output": "No error logs found for productcatalogservice in boutique namespace." + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"fmt\"\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tproductID := req.Id\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif productID == product.Id {\n\t\t\treturn nil, fmt.Errorf(\"Query product error.\")\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", productID)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/76/path2.json b/golden-trajectory/boutique/codedefect/76/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..2ef24de14a85043293ee48385646c51fff1ff07f --- /dev/null +++ b/golden-trajectory/boutique/codedefect/76/path2.json @@ -0,0 +1,64 @@ +{ + "statistics": { + "valid_tool_call_count": 9, + "total_trace_steps": 9, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetErrorLogs", + "GetResources", + "CheckServiceConnectivity", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-ftljq 2/2 Running 0 5m38s\ncartservice-7c5f46fc47-gb9tp 2/2 Running 0 5m37s\ncheckoutservice-5b97d6df88-v45ch 2/2 Running 0 5m37s\ncurrencyservice-5bc9dbdf66-tp6j5 2/2 Running 0 5m37s\nemailservice-c86b9b8f6-wv25l 2/2 Running 0 5m37s\nfrontend-79bb68d59d-m47hd 2/2 Running 0 5m37s\npaymentservice-64b6c744b5-s5tt5 2/2 Running 0 5m36s\nproductcatalogservice-867cb6fc4d-69n26 2/2 Running 0 2m26s\nrecommendationservice-786899779d-g8hjp 2/2 Running 0 5m36s\nredis-cart-64b9db6f79-w5xwj 2/2 Running 0 5m36s\nshippingservice-799cbfbc76-n4mrn 2/2 Running 0 5m35s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.129.39 9555/TCP 5m41s\ncartservice ClusterIP 10.68.185.219 7070/TCP 5m40s\ncheckoutservice ClusterIP 10.68.63.68 5050/TCP 5m40s\ncurrencyservice ClusterIP 10.68.33.214 7000/TCP 5m40s\nemailservice ClusterIP 10.68.73.155 5000/TCP 5m40s\nfrontend ClusterIP 10.68.237.32 80/TCP 5m40s\nfrontend-external NodePort 10.68.66.17 80:30080/TCP 5m40s\npaymentservice ClusterIP 10.68.147.37 50051/TCP 5m39s\nproductcatalogservice ClusterIP 10.68.2.24 3550/TCP 5m39s\nrecommendationservice ClusterIP 10.68.124.168 8080/TCP 5m39s\nredis-cart ClusterIP 10.68.10.56 6379/TCP 5m39s\nshippingservice ClusterIP 10.68.121.179 50051/TCP 5m39s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 3, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-18 18:38:48 ~ 2026-05-18 18:41:23', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=90.5% -> Cur=66.6% (-23.9%)']}, {'type': 'Service', 'name': 'recommendationservice', 'time_range': '2026-05-18 18:38:48 ~ 2026-05-18 18:41:23', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 553, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 5355,\n \"total_errors\": 553,\n \"total_error_ratio\": 0.1033,\n \"patterns\": [\n {\n \"count\": 553,\n \"ratio\": 0.1033,\n \"sample\": \"2026-05-18T18:41:37.278048315+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Unknown desc = Query product error.\\\",\\\"http.req.id\\\":\\\"36ed37bd-fbe3-4066-bf87-11d4360ffc08\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/0PUK6V6EV0\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"4e5c332a-a915-4b5f-bdbe-aba7a751eb2c\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T10:41:37.277974561Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'productcatalogservice'}", + "output": "No error logs found for productcatalogservice in boutique namespace." + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'endpoints', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME ENDPOINTS AGE\nadservice 172.20.2.162:9555 6m\ncartservice 172.20.1.67:7070 5m59s\ncheckoutservice 172.20.2.163:5050 5m59s\ncurrencyservice 172.20.1.68:7000 5m59s\nemailservice 172.20.2.164:8080 5m59s\nfrontend 172.20.1.70:8080 5m59s\nfrontend-external 172.20.1.70:8080 5m59s\npaymentservice 172.20.2.165:50051 5m58s\nproductcatalogservice 172.20.1.73:3550 5m58s\nrecommendationservice 172.20.2.166:8080 5m58s\nredis-cart 172.20.1.72:6379 5m58s\nshippingservice 172.20.2.167:50051 5m58s" + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'productcatalogservice', port: 3550}", + "output": "productcatalogservice (172.20.1.73:3550) open\nConnection Succeeded" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"fmt\"\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tproductID := req.Id\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif productID == product.Id {\n\t\t\treturn nil, fmt.Errorf(\"Query product error.\")\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", productID)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/77/path1.json b/golden-trajectory/boutique/codedefect/77/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..f72a0e9107281efe7212935d7c83559cc1719a07 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/77/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "GetResources", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-ljw4k 2/2 Running 0 5m36s\ncartservice-7c5f46fc47-6mwfz 2/2 Running 0 5m36s\ncheckoutservice-5b97d6df88-jjrrx 2/2 Running 0 5m36s\ncurrencyservice-5bc9dbdf66-ztbbc 2/2 Running 0 5m36s\nemailservice-c86b9b8f6-8djkz 2/2 Running 0 5m36s\nfrontend-79bb68d59d-tnw62 2/2 Running 0 5m35s\npaymentservice-64b6c744b5-hckvt 2/2 Running 0 5m35s\nproductcatalogservice-68b9c7b49-pstk7 2/2 Running 0 2m25s\nrecommendationservice-786899779d-2qwsb 2/2 Running 0 5m35s\nredis-cart-64b9db6f79-254r4 2/2 Running 0 5m34s\nshippingservice-799cbfbc76-dq9sr 2/2 Running 0 5m34s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.77.50 9555/TCP 5m40s\ncartservice ClusterIP 10.68.136.159 7070/TCP 5m40s\ncheckoutservice ClusterIP 10.68.63.61 5050/TCP 5m40s\ncurrencyservice ClusterIP 10.68.107.156 7000/TCP 5m40s\nemailservice ClusterIP 10.68.91.95 5000/TCP 5m40s\nfrontend ClusterIP 10.68.29.167 80/TCP 5m39s\nfrontend-external NodePort 10.68.62.43 80:30080/TCP 5m39s\npaymentservice ClusterIP 10.68.136.219 50051/TCP 5m39s\nproductcatalogservice ClusterIP 10.68.39.61 3550/TCP 5m39s\nrecommendationservice ClusterIP 10.68.188.223 8080/TCP 5m39s\nredis-cart ClusterIP 10.68.78.160 6379/TCP 5m38s\nshippingservice ClusterIP 10.68.196.5 50051/TCP 5m38s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 3, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-18 18:45:37 ~ 2026-05-18 18:48:12', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=90.5% -> Cur=66.3% (-24.2%)']}, {'type': 'Service', 'name': 'recommendationservice', 'time_range': '2026-05-18 18:45:37 ~ 2026-05-18 18:48:12', 'status': 'ABNORMAL', 'evidence': ['THROUGHPUT_DROP [RPS] | Normal=1.34req/s -> Current=1.00req/s (-25.2%)', 'AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 561, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 5413,\n \"total_errors\": 561,\n \"total_error_ratio\": 0.1036,\n \"patterns\": [\n {\n \"count\": 560,\n \"ratio\": 0.1035,\n \"sample\": \"2026-05-18T18:48:27.261893744+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = NotFound desc = no product with ID OLJCESPC7Z\\\",\\\"http.req.id\\\":\\\"4a19bbf3-1250-4efb-ba80-ab22e2038396\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/OLJCESPC7Z\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"f44b6486-4ad5-4a87-8c87-bf71ffd977b2\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T10:48:27.261778087Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-18T18:45:52.111214727+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Unavailable desc = upstream connect error or disconnect/reset before headers. reset reason: remote connection failure, transport failure reason: delayed connect error: Connection refused\\\",\\\"http.req.id\\\":\\\"f3b4e487-58d0-4369-8246-72e912905248\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/L9ECAV7KIM\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"af064e1c-a186-4601-b095-d5dae2c2324c\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T10:45:52.111084471Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'endpoints', name: 'productcatalogservice', show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME ENDPOINTS AGE\nproductcatalogservice 172.20.1.80:3550 6m" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tproductID := req.Id\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif productID == product.Id {\n\t\t\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", productID)\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", productID)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/77/path2.json b/golden-trajectory/boutique/codedefect/77/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..cddf5f5eff86daecfe44b80f330b9b97428aedb4 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/77/path2.json @@ -0,0 +1,64 @@ +{ + "statistics": { + "valid_tool_call_count": 9, + "total_trace_steps": 9, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetRecentLogs", + "GetErrorLogs", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-ljw4k 2/2 Running 0 5m36s\ncartservice-7c5f46fc47-6mwfz 2/2 Running 0 5m36s\ncheckoutservice-5b97d6df88-jjrrx 2/2 Running 0 5m36s\ncurrencyservice-5bc9dbdf66-ztbbc 2/2 Running 0 5m36s\nemailservice-c86b9b8f6-8djkz 2/2 Running 0 5m36s\nfrontend-79bb68d59d-tnw62 2/2 Running 0 5m35s\npaymentservice-64b6c744b5-hckvt 2/2 Running 0 5m35s\nproductcatalogservice-68b9c7b49-pstk7 2/2 Running 0 2m25s\nrecommendationservice-786899779d-2qwsb 2/2 Running 0 5m35s\nredis-cart-64b9db6f79-254r4 2/2 Running 0 5m34s\nshippingservice-799cbfbc76-dq9sr 2/2 Running 0 5m34s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.77.50 9555/TCP 5m40s\ncartservice ClusterIP 10.68.136.159 7070/TCP 5m40s\ncheckoutservice ClusterIP 10.68.63.61 5050/TCP 5m40s\ncurrencyservice ClusterIP 10.68.107.156 7000/TCP 5m40s\nemailservice ClusterIP 10.68.91.95 5000/TCP 5m40s\nfrontend ClusterIP 10.68.29.167 80/TCP 5m39s\nfrontend-external NodePort 10.68.62.43 80:30080/TCP 5m39s\npaymentservice ClusterIP 10.68.136.219 50051/TCP 5m39s\nproductcatalogservice ClusterIP 10.68.39.61 3550/TCP 5m39s\nrecommendationservice ClusterIP 10.68.188.223 8080/TCP 5m39s\nredis-cart ClusterIP 10.68.78.160 6379/TCP 5m38s\nshippingservice ClusterIP 10.68.196.5 50051/TCP 5m38s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 3, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-18 18:45:37 ~ 2026-05-18 18:48:12', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=90.5% -> Cur=66.3% (-24.2%)']}, {'type': 'Service', 'name': 'recommendationservice', 'time_range': '2026-05-18 18:45:37 ~ 2026-05-18 18:48:12', 'status': 'ABNORMAL', 'evidence': ['THROUGHPUT_DROP [RPS] | Normal=1.34req/s -> Current=1.00req/s (-25.2%)', 'AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 561, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 5413,\n \"total_errors\": 561,\n \"total_error_ratio\": 0.1036,\n \"patterns\": [\n {\n \"count\": 560,\n \"ratio\": 0.1035,\n \"sample\": \"2026-05-18T18:48:27.261893744+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = NotFound desc = no product with ID OLJCESPC7Z\\\",\\\"http.req.id\\\":\\\"4a19bbf3-1250-4efb-ba80-ab22e2038396\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/OLJCESPC7Z\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"f44b6486-4ad5-4a87-8c87-bf71ffd977b2\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T10:48:27.261778087Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-18T18:45:52.111214727+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Unavailable desc = upstream connect error or disconnect/reset before headers. reset reason: remote connection failure, transport failure reason: delayed connect error: Connection refused\\\",\\\"http.req.id\\\":\\\"f3b4e487-58d0-4369-8246-72e912905248\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/L9ECAV7KIM\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"af064e1c-a186-4601-b095-d5dae2c2324c\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T10:45:52.111084471Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetRecentLogs", + "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "['From frontend logs:', '2026-05-18T18:48:25.752151573+08:00 {\"http.req.id\":\"d72922d0-a2cb-4086-92ff-05989bee4541\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"ef27783c-1fb0-42c5-9406-2a05874f6401\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:25.752098462Z\"}', '2026-05-18T18:48:25.754481242+08:00 {\"http.req.id\":\"d72922d0-a2cb-4086-92ff-05989bee4541\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10499,\"http.resp.status\":200,\"http.resp.took_ms\":16,\"message\":\"request complete\",\"session\":\"ef27783c-1fb0-42c5-9406-2a05874f6401\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:25.754407032Z\"}', '2026-05-18T18:48:25.980625972+08:00 {\"http.req.id\":\"0cd7038f-7874-4185-87ec-d60c0a231539\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"message\":\"request started\",\"session\":\"b28f5ddf-d635-4562-90d1-32604bd9ac74\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:25.980528496Z\"}', '2026-05-18T18:48:25.980643317+08:00 {\"currency\":\"USD\",\"http.req.id\":\"0cd7038f-7874-4185-87ec-d60c0a231539\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"id\":\"6E92ZMYYFZ\",\"message\":\"serving product page\",\"session\":\"b28f5ddf-d635-4562-90d1-32604bd9ac74\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:25.980565662Z\"}', '2026-05-18T18:48:25.982072245+08:00 {\"error\":\"could not retrieve product: rpc error: code = NotFound desc = no product with ID 6E92ZMYYFZ\",\"http.req.id\":\"0cd7038f-7874-4185-87ec-d60c0a231539\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"message\":\"request error\",\"session\":\"b28f5ddf-d635-4562-90d1-32604bd9ac74\",\"severity\":\"error\",\"timestamp\":\"2026-05-18T10:48:25.981981094Z\"}', '2026-05-18T18:48:25.982264584+08:00 {\"http.req.id\":\"0cd7038f-7874-4185-87ec-d60c0a231539\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"http.resp.bytes\":5005,\"http.resp.status\":500,\"http.resp.took_ms\":1,\"message\":\"request complete\",\"session\":\"b28f5ddf-d635-4562-90d1-32604bd9ac74\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:25.982199086Z\"}', '2026-05-18T18:48:25.993091073+08:00 {\"http.req.id\":\"e336c6d2-59ae-41b4-96f8-8a71244f30ba\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/2ZYFJ3GM2N\",\"message\":\"request started\",\"session\":\"817b25d6-d6ca-4bf3-9023-f15876d717b1\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:25.993014092Z\"}', '2026-05-18T18:48:25.993100279+08:00 {\"currency\":\"USD\",\"http.req.id\":\"e336c6d2-59ae-41b4-96f8-8a71244f30ba\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/2ZYFJ3GM2N\",\"id\":\"2ZYFJ3GM2N\",\"message\":\"serving product page\",\"session\":\"817b25d6-d6ca-4bf3-9023-f15876d717b1\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:25.993044875Z\"}', '2026-05-18T18:48:25.994323242+08:00 {\"error\":\"could not retrieve product: rpc error: code = NotFound desc = no product with ID 2ZYFJ3GM2N\",\"http.req.id\":\"e336c6d2-59ae-41b4-96f8-8a71244f30ba\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/2ZYFJ3GM2N\",\"message\":\"request error\",\"session\":\"817b25d6-d6ca-4bf3-9023-f15876d717b1\",\"severity\":\"error\",\"timestamp\":\"2026-05-18T10:48:25.994239967Z\"}', '2026-05-18T18:48:25.994477512+08:00 {\"http.req.id\":\"e336c6d2-59ae-41b4-96f8-8a71244f30ba\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/2ZYFJ3GM2N\",\"http.resp.bytes\":5005,\"http.resp.status\":500,\"http.resp.took_ms\":1,\"message\":\"request complete\",\"session\":\"817b25d6-d6ca-4bf3-9023-f15876d717b1\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:25.994421639Z\"}', '2026-05-18T18:48:26.211644921+08:00 {\"http.req.id\":\"6ff44e68-b083-4764-a804-b2473e91a522\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"message\":\"request started\",\"session\":\"24850e74-178c-4404-88a1-754590f90f50\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:26.211534855Z\"}', '2026-05-18T18:48:26.211682542+08:00 {\"currency\":\"USD\",\"http.req.id\":\"6ff44e68-b083-4764-a804-b2473e91a522\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"id\":\"6E92ZMYYFZ\",\"message\":\"serving product page\",\"session\":\"24850e74-178c-4404-88a1-754590f90f50\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:26.211573419Z\"}', '2026-05-18T18:48:26.213110678+08:00 {\"error\":\"could not retrieve product: rpc error: code = NotFound desc = no product with ID 6E92ZMYYFZ\",\"http.req.id\":\"6ff44e68-b083-4764-a804-b2473e91a522\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"message\":\"request error\",\"session\":\"24850e74-178c-4404-88a1-754590f90f50\",\"severity\":\"error\",\"timestamp\":\"2026-05-18T10:48:26.213025473Z\"}', '2026-05-18T18:48:26.213329936+08:00 {\"http.req.id\":\"6ff44e68-b083-4764-a804-b2473e91a522\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"http.resp.bytes\":5005,\"http.resp.status\":500,\"http.resp.took_ms\":1,\"message\":\"request complete\",\"session\":\"24850e74-178c-4404-88a1-754590f90f50\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:26.21326561Z\"}', '2026-05-18T18:48:26.286222313+08:00 {\"http.req.id\":\"150d403c-e547-4943-9a75-942987efc78d\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"8570330b-a02b-43d4-9f31-0f3689e08d1b\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:26.286093489Z\"}', '2026-05-18T18:48:26.286248607+08:00 {\"currency\":\"USD\",\"http.req.id\":\"150d403c-e547-4943-9a75-942987efc78d\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"8570330b-a02b-43d4-9f31-0f3689e08d1b\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T10:48:26.286126689Z\"}', '2026-05-18T18:48:26.300433038+08:00 env platform is either empty or invalid', '2026-05-18T18:48:26.300751967+08:00 {\"http.req.id\":\"150d403c-e547-4943-9a75-942987efc78d\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"8570330b-a02b-43d4-9f31-0f3689e08d1b\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:26.300697075Z\"}', '2026-05-18T18:48:26.303377369+08:00 {\"http.req.id\":\"150d403c-e547-4943-9a75-942987efc78d\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10499,\"http.resp.status\":200,\"http.resp.took_ms\":17,\"message\":\"request complete\",\"session\":\"8570330b-a02b-43d4-9f31-0f3689e08d1b\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:26.303309687Z\"}', '2026-05-18T18:48:26.367240125+08:00 {\"http.req.id\":\"145612b1-eb0b-454e-88eb-fd67cd341880\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/OLJCESPC7Z\",\"message\":\"request started\",\"session\":\"07d8d4a1-a7c6-4fac-b207-d4ee4cf36d97\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:26.367115425Z\"}', '2026-05-18T18:48:26.367259886+08:00 {\"currency\":\"USD\",\"http.req.id\":\"145612b1-eb0b-454e-88eb-fd67cd341880\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/OLJCESPC7Z\",\"id\":\"OLJCESPC7Z\",\"message\":\"serving product page\",\"session\":\"07d8d4a1-a7c6-4fac-b207-d4ee4cf36d97\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:26.367156156Z\"}', '2026-05-18T18:48:26.368705425+08:00 {\"error\":\"could not retrieve product: rpc error: code = NotFound desc = no product with ID OLJCESPC7Z\",\"http.req.id\":\"145612b1-eb0b-454e-88eb-fd67cd341880\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/OLJCESPC7Z\",\"message\":\"request error\",\"session\":\"07d8d4a1-a7c6-4fac-b207-d4ee4cf36d97\",\"severity\":\"error\",\"timestamp\":\"2026-05-18T10:48:26.368606153Z\"}', '2026-05-18T18:48:26.368860465+08:00 {\"http.req.id\":\"145612b1-eb0b-454e-88eb-fd67cd341880\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/OLJCESPC7Z\",\"http.resp.bytes\":5005,\"http.resp.status\":500,\"http.resp.took_ms\":1,\"message\":\"request complete\",\"session\":\"07d8d4a1-a7c6-4fac-b207-d4ee4cf36d97\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:26.368811579Z\"}', '2026-05-18T18:48:26.543000773+08:00 {\"http.req.id\":\"14d73c92-1292-4992-848d-f9e27d2e078d\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/OLJCESPC7Z\",\"message\":\"request started\",\"session\":\"93350a87-ce33-4471-bc66-0d658b16457f\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:26.542874794Z\"}', '2026-05-18T18:48:26.543020652+08:00 {\"currency\":\"USD\",\"http.req.id\":\"14d73c92-1292-4992-848d-f9e27d2e078d\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/OLJCESPC7Z\",\"id\":\"OLJCESPC7Z\",\"message\":\"serving product page\",\"session\":\"93350a87-ce33-4471-bc66-0d658b16457f\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:26.542915469Z\"}', '2026-05-18T18:48:26.544433687+08:00 {\"error\":\"could not retrieve product: rpc error: code = NotFound desc = no product with ID OLJCESPC7Z\",\"http.req.id\":\"14d73c92-1292-4992-848d-f9e27d2e078d\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/OLJCESPC7Z\",\"message\":\"request error\",\"session\":\"93350a87-ce33-4471-bc66-0d658b16457f\",\"severity\":\"error\",\"timestamp\":\"2026-05-18T10:48:26.544342684Z\"}', '2026-05-18T18:48:26.544625505+08:00 {\"http.req.id\":\"14d73c92-1292-4992-848d-f9e27d2e078d\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/OLJCESPC7Z\",\"http.resp.bytes\":5005,\"http.resp.status\":500,\"http.resp.took_ms\":1,\"message\":\"request complete\",\"session\":\"93350a87-ce33-4471-bc66-0d658b16457f\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:26.544556434Z\"}', '2026-05-18T18:48:26.816731542+08:00 {\"http.req.id\":\"74e9351e-84a6-4928-9092-7267b349234e\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"04da5f8c-3de6-4922-9730-a241ea452943\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:26.816604453Z\"}', '2026-05-18T18:48:26.816748456+08:00 {\"currency\":\"USD\",\"http.req.id\":\"74e9351e-84a6-4928-9092-7267b349234e\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"04da5f8c-3de6-4922-9730-a241ea452943\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T10:48:26.816637997Z\"}', '2026-05-18T18:48:26.830387529+08:00 env platform is either empty or invalid', '2026-05-18T18:48:26.830703358+08:00 {\"http.req.id\":\"74e9351e-84a6-4928-9092-7267b349234e\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"04da5f8c-3de6-4922-9730-a241ea452943\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:26.83064386Z\"}', '2026-05-18T18:48:26.833217586+08:00 {\"http.req.id\":\"74e9351e-84a6-4928-9092-7267b349234e\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10499,\"http.resp.status\":200,\"http.resp.took_ms\":16,\"message\":\"request complete\",\"session\":\"04da5f8c-3de6-4922-9730-a241ea452943\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:26.833128869Z\"}', '2026-05-18T18:48:26.986084052+08:00 {\"http.req.id\":\"1453601d-dcb3-47e0-97ad-9967117f6407\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"853b3feb-7264-42f4-9984-0fd61fe7dce6\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:26.985938855Z\"}', '2026-05-18T18:48:26.986113723+08:00 {\"currency\":\"USD\",\"http.req.id\":\"1453601d-dcb3-47e0-97ad-9967117f6407\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"853b3feb-7264-42f4-9984-0fd61fe7dce6\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T10:48:26.985983325Z\"}', '2026-05-18T18:48:26.998942544+08:00 env platform is either empty or invalid', '2026-05-18T18:48:26.999274882+08:00 {\"http.req.id\":\"1453601d-dcb3-47e0-97ad-9967117f6407\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"853b3feb-7264-42f4-9984-0fd61fe7dce6\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:26.999222803Z\"}', '2026-05-18T18:48:27.001659684+08:00 {\"http.req.id\":\"1453601d-dcb3-47e0-97ad-9967117f6407\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10499,\"http.resp.status\":200,\"http.resp.took_ms\":15,\"message\":\"request complete\",\"session\":\"853b3feb-7264-42f4-9984-0fd61fe7dce6\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:27.001583794Z\"}', '2026-05-18T18:48:27.011115311+08:00 {\"http.req.id\":\"bce5fb1b-a3e9-4481-9099-1810de4d701f\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"message\":\"request started\",\"session\":\"d91cf877-d2c9-4567-becf-851b1cbdda00\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:27.011041882Z\"}', '2026-05-18T18:48:27.011124197+08:00 {\"currency\":\"USD\",\"http.req.id\":\"bce5fb1b-a3e9-4481-9099-1810de4d701f\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"id\":\"6E92ZMYYFZ\",\"message\":\"serving product page\",\"session\":\"d91cf877-d2c9-4567-becf-851b1cbdda00\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:27.011074451Z\"}', '2026-05-18T18:48:27.012235245+08:00 {\"error\":\"could not retrieve product: rpc error: code = NotFound desc = no product with ID 6E92ZMYYFZ\",\"http.req.id\":\"bce5fb1b-a3e9-4481-9099-1810de4d701f\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"message\":\"request error\",\"session\":\"d91cf877-d2c9-4567-becf-851b1cbdda00\",\"severity\":\"error\",\"timestamp\":\"2026-05-18T10:48:27.012163629Z\"}', '2026-05-18T18:48:27.012396072+08:00 {\"http.req.id\":\"bce5fb1b-a3e9-4481-9099-1810de4d701f\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"http.resp.bytes\":5005,\"http.resp.status\":500,\"http.resp.took_ms\":1,\"message\":\"request complete\",\"session\":\"d91cf877-d2c9-4567-becf-851b1cbdda00\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:27.012342981Z\"}', '2026-05-18T18:48:27.184347594+08:00 {\"http.req.id\":\"6a90f59d-0fa6-4fcd-9a3d-12f1df5c836d\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"5aa83017-7527-4d00-9927-e189fa9cdc41\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:27.18424663Z\"}', '2026-05-18T18:48:27.184361071+08:00 {\"currency\":\"USD\",\"http.req.id\":\"6a90f59d-0fa6-4fcd-9a3d-12f1df5c836d\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"5aa83017-7527-4d00-9927-e189fa9cdc41\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T10:48:27.184280474Z\"}', '2026-05-18T18:48:27.198002049+08:00 env platform is either empty or invalid', '2026-05-18T18:48:27.198309042+08:00 {\"http.req.id\":\"6a90f59d-0fa6-4fcd-9a3d-12f1df5c836d\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"5aa83017-7527-4d00-9927-e189fa9cdc41\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:27.198250816Z\"}', '2026-05-18T18:48:27.200740788+08:00 {\"http.req.id\":\"6a90f59d-0fa6-4fcd-9a3d-12f1df5c836d\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10499,\"http.resp.status\":200,\"http.resp.took_ms\":16,\"message\":\"request complete\",\"session\":\"5aa83017-7527-4d00-9927-e189fa9cdc41\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:27.200679565Z\"}', '2026-05-18T18:48:27.260512493+08:00 {\"http.req.id\":\"4a19bbf3-1250-4efb-ba80-ab22e2038396\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/OLJCESPC7Z\",\"message\":\"request started\",\"session\":\"f44b6486-4ad5-4a87-8c87-bf71ffd977b2\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:27.260375067Z\"}', '2026-05-18T18:48:27.260538398+08:00 {\"currency\":\"USD\",\"http.req.id\":\"4a19bbf3-1250-4efb-ba80-ab22e2038396\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/OLJCESPC7Z\",\"id\":\"OLJCESPC7Z\",\"message\":\"serving product page\",\"session\":\"f44b6486-4ad5-4a87-8c87-bf71ffd977b2\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:27.260415287Z\"}', '2026-05-18T18:48:27.261893744+08:00 {\"error\":\"could not retrieve product: rpc error: code = NotFound desc = no product with ID OLJCESPC7Z\",\"http.req.id\":\"4a19bbf3-1250-4efb-ba80-ab22e2038396\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/OLJCESPC7Z\",\"message\":\"request error\",\"session\":\"f44b6486-4ad5-4a87-8c87-bf71ffd977b2\",\"severity\":\"error\",\"timestamp\":\"2026-05-18T10:48:27.261778087Z\"}', '2026-05-18T18:48:27.262069906+08:00 {\"http.req.id\":\"4a19bbf3-1250-4efb-ba80-ab22e2038396\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/OLJCESPC7Z\",\"http.resp.bytes\":5005,\"http.resp.status\":500,\"http.resp.took_ms\":1,\"message\":\"request complete\",\"session\":\"f44b6486-4ad5-4a87-8c87-bf71ffd977b2\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T10:48:27.262006082Z\"}', '', 'From istio-proxy logs:', '2026-05-18T10:42:40.585289Z\\tinfo\\tFLAG: --proxyLogLevel=\"warning\"', '2026-05-18T10:42:40.585291Z\\tinfo\\tFLAG: --serviceCluster=\"istio-proxy\"', '2026-05-18T10:42:40.585293Z\\tinfo\\tFLAG: --stsPort=\"0\"', '2026-05-18T10:42:40.585294Z\\tinfo\\tFLAG: --templateFile=\"\"', '2026-05-18T10:42:40.585296Z\\tinfo\\tFLAG: --tokenManagerPlugin=\"\"', '2026-05-18T10:42:40.585298Z\\tinfo\\tFLAG: --vklog=\"0\"', '2026-05-18T10:42:40.585301Z\\tinfo\\tVersion 1.27.3-df538c2279a633544e6c0961a03ab772729933be-Clean', '2026-05-18T10:42:40.585436Z\\tinfo\\tProxy role\\tips=[172.20.1.77] type=sidecar id=frontend-79bb68d59d-tnw62.boutique domain=boutique.svc.cluster.local', '2026-05-18T10:42:40.585479Z\\tinfo\\tApply proxy config from env {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}', '2026-05-18T10:42:40.586732Z\\tinfo\\tcpu limit detected as 2, setting concurrency', '2026-05-18T10:42:40.586972Z\\tinfo\\tEffective config: binaryPath: /usr/local/bin/envoy', 'concurrency: 2', 'configPath: ./etc/istio/proxy', 'controlPlaneAuthPolicy: MUTUAL_TLS', 'discoveryAddress: istiod.istio-system.svc:15012', 'drainDuration: 45s', 'image:', 'imageType: distroless', 'proxyAdminPort: 15000', 'proxyMetadata:', 'ISTIO_META_ENABLE_HBONE: \"true\"', 'serviceCluster: istio-proxy', 'statNameLength: 189', 'statusPort: 15020', 'terminationDrainDuration: 5s', '2026-05-18T10:42:40.586980Z\\tinfo\\tJWT policy is third-party-jwt', '2026-05-18T10:42:40.586983Z\\tinfo\\tusing credential fetcher of JWT type in cluster.local trust domain', '2026-05-18T10:42:40.622646Z\\tinfo\\tStarting default Istio SDS Server', '2026-05-18T10:42:40.622637Z\\tinfo\\tOpening status port 15020', '2026-05-18T10:42:40.623041Z\\tinfo\\tCA Endpoint istiod.istio-system.svc:15012, provider Citadel', '2026-05-18T10:42:40.623061Z\\tinfo\\tUsing CA istiod.istio-system.svc:15012 cert with certs: var/run/secrets/istio/root-cert.pem', '2026-05-18T10:42:40.623823Z\\tinfo\\txdsproxy\\tInitializing with upstream address \"istiod.istio-system.svc:15012\" and cluster \"Kubernetes\"', '2026-05-18T10:42:40.626378Z\\tinfo\\tPilot SAN: [istiod.istio-system.svc]', '2026-05-18T10:42:40.627594Z\\tinfo\\tStarting proxy agent', '2026-05-18T10:42:40.627655Z\\tinfo\\tEnvoy command: [-c etc/istio/proxy/envoy-rev.json --drain-time-s 45 --drain-strategy immediate --local-address-ip-version v4 --file-flush-interval-msec 1000 --disable-hot-restart --allow-unknown-static-fields -l warning --component-log-level misc:error --skip-deprecated-logs --concurrency 2]', '2026-05-18T10:42:40.629951Z\\tinfo\\tsds\\tStarting SDS grpc server', '2026-05-18T10:42:40.629966Z\\tinfo\\tsds\\tStarting SDS server for workload certificates, will listen on \"var/run/secrets/workload-spiffe-uds/socket\"', '2026-05-18T10:42:40.695938Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:905\\tUsage of the deprecated runtime key overload.global_downstream_max_connections, consider switching to `envoy.resource_monitors.global_downstream_max_connections` instead.This runtime key will be removed in future.\\tthread=14', '2026-05-18T10:42:40.697051Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:1001\\tThere is no configured limit to the number of allowed active downstream connections. Configure a limit in `envoy.resource_monitors.global_downstream_max_connections` resource monitor.\\tthread=14', '2026-05-18T10:42:40.704637Z\\tinfo\\txdsproxy\\tconnected to delta upstream XDS server: istiod.istio-system.svc:15012\\tid=1', '2026-05-18T10:42:40.745712Z\\tinfo\\tads\\tADS: new connection for node:1', '2026-05-18T10:42:40.746739Z\\tinfo\\tads\\tADS: new connection for node:2', '2026-05-18T10:42:40.905591Z\\tinfo\\tcache\\tgenerated new workload certificate\\tresourceName=default latency=280.226563ms ttl=23h59m59.094412151s', '2026-05-18T10:42:40.905627Z\\tinfo\\tcache\\tRoot cert has changed, start rotating root cert', '2026-05-18T10:42:40.905661Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.094339882s', '2026-05-18T10:42:40.905693Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.094310976s', '2026-05-18T10:42:40.905796Z\\tinfo\\tcache\\treturned workload certificate from cache\\tttl=23h59m59.094205757s', '2026-05-18T10:42:40.906214Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.093786642s', '2026-05-18T10:42:42.542985Z\\tinfo\\tReadiness succeeded in 1.960874186s', '2026-05-18T10:42:42.543302Z\\tinfo\\tEnvoy proxy is ready']" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'productcatalogservice'}", + "output": "No error logs found for productcatalogservice in boutique namespace." + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tproductID := req.Id\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif productID == product.Id {\n\t\t\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", productID)\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", productID)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/78/path1.json b/golden-trajectory/boutique/codedefect/78/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..d1000ec2563441f5f4a96aea71335f64d3c7ecc5 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/78/path1.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-l6djb 2/2 Running 0 5m38s\ncartservice-7c5f46fc47-npsgf 2/2 Running 0 5m36s\ncheckoutservice-5b97d6df88-sjvkh 2/2 Running 0 5m38s\ncurrencyservice-5bc9dbdf66-skdvb 2/2 Running 0 5m37s\nemailservice-c86b9b8f6-r2l7q 2/2 Running 0 5m37s\nfrontend-79bb68d59d-27wrx 2/2 Running 0 5m38s\npaymentservice-64b6c744b5-f6d5f 2/2 Running 0 5m36s\nproductcatalogservice-68b9c7b49-5nnm7 2/2 Running 0 2m26s\nrecommendationservice-786899779d-xqngc 2/2 Running 0 5m37s\nredis-cart-64b9db6f79-fpwdr 2/2 Running 0 5m36s\nshippingservice-799cbfbc76-qvpts 2/2 Running 0 5m37s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.246.112 9555/TCP 5m41s\ncartservice ClusterIP 10.68.126.7 7070/TCP 5m39s\ncheckoutservice ClusterIP 10.68.38.4 5050/TCP 5m41s\ncurrencyservice ClusterIP 10.68.222.16 7000/TCP 5m40s\nemailservice ClusterIP 10.68.91.37 5000/TCP 5m40s\nfrontend ClusterIP 10.68.218.46 80/TCP 5m41s\nfrontend-external NodePort 10.68.13.91 80:30080/TCP 5m41s\npaymentservice ClusterIP 10.68.165.152 50051/TCP 5m40s\nproductcatalogservice ClusterIP 10.68.26.118 3550/TCP 5m41s\nrecommendationservice ClusterIP 10.68.236.82 8080/TCP 5m40s\nredis-cart ClusterIP 10.68.169.232 6379/TCP 5m39s\nshippingservice ClusterIP 10.68.51.233 50051/TCP 5m40s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 4, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-19 12:15:04 ~ 2026-05-19 12:17:39', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=100.0% -> Cur=68.2% (-31.8%)']}, {'type': 'Service', 'name': 'recommendationservice', 'time_range': '2026-05-19 12:15:04 ~ 2026-05-19 12:17:39', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 551, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'GET', 'business_action': 'Browse home page', 'entry_service': 'frontend', 'url': '/', 'occurrences': 1, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 5391,\n \"total_errors\": 552,\n \"total_error_ratio\": 0.1024,\n \"patterns\": [\n {\n \"count\": 550,\n \"ratio\": 0.102,\n \"sample\": \"2026-05-19T12:17:54.107249362+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = NotFound desc = no product with ID 9SIQT8TOJO\\\",\\\"http.req.id\\\":\\\"ff5c36ed-41c5-4869-a55e-87014b05a81d\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/9SIQT8TOJO\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"f665fa17-dcac-4a91-b9a9-eaf9db513302\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T04:17:54.107153839Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T12:15:19.378208198+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Unavailable desc = upstream connect error or disconnect/reset before headers. reset reason: remote connection failure, transport failure reason: delayed connect error: Connection refused\\\",\\\"http.req.id\\\":\\\"8d8ddc50-e4e8-4cea-b0d9-03ff7a5dfa7a\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/LS4PSXUNUM\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"8a3ffb93-210c-45f4-a913-2098a23e18dc\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T04:15:19.378095771Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T12:15:19.382168916+08:00 {\\\"error\\\":\\\"could not retrieve products: rpc error: code = Unavailable desc = upstream connect error or disconnect/reset before headers. reset reason: remote connection failure, transport failure reason: delayed connect error: Connection refused\\\",\\\"http.req.id\\\":\\\"ed08bd08-5acc-4909-aa74-e043d49ba882\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"3f87b5b9-abdf-446b-bb95-e179bfb48739\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T04:15:19.382083137Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tproductID := req.Id\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif productID == product.Id {\n\t\t\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", productID)\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", productID)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/78/path2.json b/golden-trajectory/boutique/codedefect/78/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..7b65d35bbb49543c70f21b56f15416dd34f3ce7b --- /dev/null +++ b/golden-trajectory/boutique/codedefect/78/path2.json @@ -0,0 +1,64 @@ +{ + "statistics": { + "valid_tool_call_count": 9, + "total_trace_steps": 9, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetRecentLogs", + "GetErrorLogs", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-l6djb 2/2 Running 0 5m38s\ncartservice-7c5f46fc47-npsgf 2/2 Running 0 5m36s\ncheckoutservice-5b97d6df88-sjvkh 2/2 Running 0 5m38s\ncurrencyservice-5bc9dbdf66-skdvb 2/2 Running 0 5m37s\nemailservice-c86b9b8f6-r2l7q 2/2 Running 0 5m37s\nfrontend-79bb68d59d-27wrx 2/2 Running 0 5m38s\npaymentservice-64b6c744b5-f6d5f 2/2 Running 0 5m36s\nproductcatalogservice-68b9c7b49-5nnm7 2/2 Running 0 2m26s\nrecommendationservice-786899779d-xqngc 2/2 Running 0 5m37s\nredis-cart-64b9db6f79-fpwdr 2/2 Running 0 5m36s\nshippingservice-799cbfbc76-qvpts 2/2 Running 0 5m37s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.246.112 9555/TCP 5m41s\ncartservice ClusterIP 10.68.126.7 7070/TCP 5m39s\ncheckoutservice ClusterIP 10.68.38.4 5050/TCP 5m41s\ncurrencyservice ClusterIP 10.68.222.16 7000/TCP 5m40s\nemailservice ClusterIP 10.68.91.37 5000/TCP 5m40s\nfrontend ClusterIP 10.68.218.46 80/TCP 5m41s\nfrontend-external NodePort 10.68.13.91 80:30080/TCP 5m41s\npaymentservice ClusterIP 10.68.165.152 50051/TCP 5m40s\nproductcatalogservice ClusterIP 10.68.26.118 3550/TCP 5m41s\nrecommendationservice ClusterIP 10.68.236.82 8080/TCP 5m40s\nredis-cart ClusterIP 10.68.169.232 6379/TCP 5m39s\nshippingservice ClusterIP 10.68.51.233 50051/TCP 5m40s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 4, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-19 12:15:04 ~ 2026-05-19 12:17:39', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=100.0% -> Cur=68.2% (-31.8%)']}, {'type': 'Service', 'name': 'recommendationservice', 'time_range': '2026-05-19 12:15:04 ~ 2026-05-19 12:17:39', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 551, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'GET', 'business_action': 'Browse home page', 'entry_service': 'frontend', 'url': '/', 'occurrences': 1, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 5391,\n \"total_errors\": 552,\n \"total_error_ratio\": 0.1024,\n \"patterns\": [\n {\n \"count\": 550,\n \"ratio\": 0.102,\n \"sample\": \"2026-05-19T12:17:54.107249362+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = NotFound desc = no product with ID 9SIQT8TOJO\\\",\\\"http.req.id\\\":\\\"ff5c36ed-41c5-4869-a55e-87014b05a81d\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/9SIQT8TOJO\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"f665fa17-dcac-4a91-b9a9-eaf9db513302\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T04:17:54.107153839Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T12:15:19.378208198+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Unavailable desc = upstream connect error or disconnect/reset before headers. reset reason: remote connection failure, transport failure reason: delayed connect error: Connection refused\\\",\\\"http.req.id\\\":\\\"8d8ddc50-e4e8-4cea-b0d9-03ff7a5dfa7a\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/LS4PSXUNUM\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"8a3ffb93-210c-45f4-a913-2098a23e18dc\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T04:15:19.378095771Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T12:15:19.382168916+08:00 {\\\"error\\\":\\\"could not retrieve products: rpc error: code = Unavailable desc = upstream connect error or disconnect/reset before headers. reset reason: remote connection failure, transport failure reason: delayed connect error: Connection refused\\\",\\\"http.req.id\\\":\\\"ed08bd08-5acc-4909-aa74-e043d49ba882\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"3f87b5b9-abdf-446b-bb95-e179bfb48739\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T04:15:19.382083137Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetRecentLogs", + "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "['From frontend logs:', '2026-05-19T12:17:52.905214921+08:00 {\"http.req.id\":\"75b5c7d0-19ed-419b-a178-02f5e91215d9\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"66fd6656-9dff-462f-b013-cc63ef8c69e6\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:52.905161783Z\"}', '2026-05-19T12:17:52.907573216+08:00 {\"http.req.id\":\"75b5c7d0-19ed-419b-a178-02f5e91215d9\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10499,\"http.resp.status\":200,\"http.resp.took_ms\":15,\"message\":\"request complete\",\"session\":\"66fd6656-9dff-462f-b013-cc63ef8c69e6\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:52.907508706Z\"}', '2026-05-19T12:17:52.961227524+08:00 {\"http.req.id\":\"be6ba970-133e-4a05-bbac-82e8d3298d91\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"dd40e0f5-0bd8-45d2-9db8-7f76e44d82a8\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:52.961108748Z\"}', '2026-05-19T12:17:52.961243445+08:00 {\"currency\":\"USD\",\"http.req.id\":\"be6ba970-133e-4a05-bbac-82e8d3298d91\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"dd40e0f5-0bd8-45d2-9db8-7f76e44d82a8\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T04:17:52.961144993Z\"}', '2026-05-19T12:17:52.974583841+08:00 env platform is either empty or invalid', '2026-05-19T12:17:52.974938193+08:00 {\"http.req.id\":\"be6ba970-133e-4a05-bbac-82e8d3298d91\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"dd40e0f5-0bd8-45d2-9db8-7f76e44d82a8\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:52.974867467Z\"}', '2026-05-19T12:17:52.977616497+08:00 {\"http.req.id\":\"be6ba970-133e-4a05-bbac-82e8d3298d91\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10499,\"http.resp.status\":200,\"http.resp.took_ms\":16,\"message\":\"request complete\",\"session\":\"dd40e0f5-0bd8-45d2-9db8-7f76e44d82a8\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:52.977542429Z\"}', '2026-05-19T12:17:53.056372905+08:00 {\"http.req.id\":\"daae7b2f-8880-4c16-b9e6-f6120a6f6270\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/9SIQT8TOJO\",\"message\":\"request started\",\"session\":\"c1d0d6df-1b1c-4aeb-abf5-10b48ca36ed2\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:53.056275857Z\"}', '2026-05-19T12:17:53.056386377+08:00 {\"currency\":\"USD\",\"http.req.id\":\"daae7b2f-8880-4c16-b9e6-f6120a6f6270\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/9SIQT8TOJO\",\"id\":\"9SIQT8TOJO\",\"message\":\"serving product page\",\"session\":\"c1d0d6df-1b1c-4aeb-abf5-10b48ca36ed2\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:53.056311336Z\"}', '2026-05-19T12:17:53.057897076+08:00 {\"error\":\"could not retrieve product: rpc error: code = NotFound desc = no product with ID 9SIQT8TOJO\",\"http.req.id\":\"daae7b2f-8880-4c16-b9e6-f6120a6f6270\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/9SIQT8TOJO\",\"message\":\"request error\",\"session\":\"c1d0d6df-1b1c-4aeb-abf5-10b48ca36ed2\",\"severity\":\"error\",\"timestamp\":\"2026-05-19T04:17:53.057824142Z\"}', '2026-05-19T12:17:53.058097187+08:00 {\"http.req.id\":\"daae7b2f-8880-4c16-b9e6-f6120a6f6270\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/9SIQT8TOJO\",\"http.resp.bytes\":5005,\"http.resp.status\":500,\"http.resp.took_ms\":1,\"message\":\"request complete\",\"session\":\"c1d0d6df-1b1c-4aeb-abf5-10b48ca36ed2\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:53.058033393Z\"}', '2026-05-19T12:17:53.197962452+08:00 {\"http.req.id\":\"b2a464ce-9c34-4de0-9e0a-364e9dd96ee3\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"2ecde8f6-dfda-45cb-b196-8be84c6dc770\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:53.197865644Z\"}', '2026-05-19T12:17:53.197979628+08:00 {\"currency\":\"USD\",\"http.req.id\":\"b2a464ce-9c34-4de0-9e0a-364e9dd96ee3\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"2ecde8f6-dfda-45cb-b196-8be84c6dc770\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T04:17:53.19789981Z\"}', '2026-05-19T12:17:53.208417864+08:00 {\"http.req.id\":\"6213d08d-88ae-4dbc-8e4c-9476bd6a5f5a\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"82427d8b-44ca-473c-b10a-4763e56c63da\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:53.208346041Z\"}', '2026-05-19T12:17:53.208424304+08:00 {\"currency\":\"USD\",\"http.req.id\":\"6213d08d-88ae-4dbc-8e4c-9476bd6a5f5a\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"82427d8b-44ca-473c-b10a-4763e56c63da\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T04:17:53.208372896Z\"}', '2026-05-19T12:17:53.213385805+08:00 env platform is either empty or invalid', '2026-05-19T12:17:53.213702128+08:00 {\"http.req.id\":\"b2a464ce-9c34-4de0-9e0a-364e9dd96ee3\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"2ecde8f6-dfda-45cb-b196-8be84c6dc770\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:53.21365375Z\"}', '2026-05-19T12:17:53.216231648+08:00 {\"http.req.id\":\"b2a464ce-9c34-4de0-9e0a-364e9dd96ee3\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10499,\"http.resp.status\":200,\"http.resp.took_ms\":18,\"message\":\"request complete\",\"session\":\"2ecde8f6-dfda-45cb-b196-8be84c6dc770\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:53.216155649Z\"}', '2026-05-19T12:17:53.221998404+08:00 env platform is either empty or invalid', '2026-05-19T12:17:53.222269926+08:00 {\"http.req.id\":\"6213d08d-88ae-4dbc-8e4c-9476bd6a5f5a\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"82427d8b-44ca-473c-b10a-4763e56c63da\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:53.222213876Z\"}', '2026-05-19T12:17:53.224276806+08:00 {\"http.req.id\":\"6213d08d-88ae-4dbc-8e4c-9476bd6a5f5a\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10499,\"http.resp.status\":200,\"http.resp.took_ms\":15,\"message\":\"request complete\",\"session\":\"82427d8b-44ca-473c-b10a-4763e56c63da\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:53.224209643Z\"}', '2026-05-19T12:17:53.303727022+08:00 {\"http.req.id\":\"cd525a2b-b45d-48c5-b2e0-ccb10da16fb2\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"98eb2e4f-a62d-4de4-bdb3-6b61257ba319\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:53.303637466Z\"}', '2026-05-19T12:17:53.303740356+08:00 {\"currency\":\"USD\",\"http.req.id\":\"cd525a2b-b45d-48c5-b2e0-ccb10da16fb2\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"98eb2e4f-a62d-4de4-bdb3-6b61257ba319\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T04:17:53.303670867Z\"}', '2026-05-19T12:17:53.316779337+08:00 env platform is either empty or invalid', '2026-05-19T12:17:53.317090346+08:00 {\"http.req.id\":\"cd525a2b-b45d-48c5-b2e0-ccb10da16fb2\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"98eb2e4f-a62d-4de4-bdb3-6b61257ba319\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:53.317015913Z\"}', '2026-05-19T12:17:53.319697312+08:00 {\"http.req.id\":\"cd525a2b-b45d-48c5-b2e0-ccb10da16fb2\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10499,\"http.resp.status\":200,\"http.resp.took_ms\":15,\"message\":\"request complete\",\"session\":\"98eb2e4f-a62d-4de4-bdb3-6b61257ba319\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:53.319634239Z\"}', '2026-05-19T12:17:54.014306949+08:00 {\"http.req.id\":\"709feee1-e50f-4685-a318-69c184249263\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"e8e1aa2c-7725-4bcd-a1d3-817ff0bb83d9\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:54.014181767Z\"}', '2026-05-19T12:17:54.014328953+08:00 {\"currency\":\"USD\",\"http.req.id\":\"709feee1-e50f-4685-a318-69c184249263\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"e8e1aa2c-7725-4bcd-a1d3-817ff0bb83d9\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T04:17:54.014217228Z\"}', '2026-05-19T12:17:54.027860864+08:00 env platform is either empty or invalid', '2026-05-19T12:17:54.028220277+08:00 {\"http.req.id\":\"709feee1-e50f-4685-a318-69c184249263\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"e8e1aa2c-7725-4bcd-a1d3-817ff0bb83d9\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:54.028146408Z\"}', '2026-05-19T12:17:54.030724089+08:00 {\"http.req.id\":\"709feee1-e50f-4685-a318-69c184249263\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10499,\"http.resp.status\":200,\"http.resp.took_ms\":16,\"message\":\"request complete\",\"session\":\"e8e1aa2c-7725-4bcd-a1d3-817ff0bb83d9\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:54.030659166Z\"}', '2026-05-19T12:17:54.042277445+08:00 {\"http.req.id\":\"9aacb174-9ad4-4bc3-84cb-3270503186f4\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"98e90ee4-ba34-4fb7-9925-22a8a921c778\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:54.042182632Z\"}', '2026-05-19T12:17:54.042288838+08:00 {\"currency\":\"USD\",\"http.req.id\":\"9aacb174-9ad4-4bc3-84cb-3270503186f4\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"98e90ee4-ba34-4fb7-9925-22a8a921c778\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T04:17:54.042210376Z\"}', '2026-05-19T12:17:54.055231376+08:00 env platform is either empty or invalid', '2026-05-19T12:17:54.055494707+08:00 {\"http.req.id\":\"9aacb174-9ad4-4bc3-84cb-3270503186f4\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"98e90ee4-ba34-4fb7-9925-22a8a921c778\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:54.055449465Z\"}', '2026-05-19T12:17:54.057884461+08:00 {\"http.req.id\":\"9aacb174-9ad4-4bc3-84cb-3270503186f4\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10499,\"http.resp.status\":200,\"http.resp.took_ms\":15,\"message\":\"request complete\",\"session\":\"98e90ee4-ba34-4fb7-9925-22a8a921c778\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:54.057807115Z\"}', '2026-05-19T12:17:54.105676850+08:00 {\"http.req.id\":\"ff5c36ed-41c5-4869-a55e-87014b05a81d\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/9SIQT8TOJO\",\"message\":\"request started\",\"session\":\"f665fa17-dcac-4a91-b9a9-eaf9db513302\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:54.105566927Z\"}', '2026-05-19T12:17:54.105692935+08:00 {\"currency\":\"USD\",\"http.req.id\":\"ff5c36ed-41c5-4869-a55e-87014b05a81d\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/9SIQT8TOJO\",\"id\":\"9SIQT8TOJO\",\"message\":\"serving product page\",\"session\":\"f665fa17-dcac-4a91-b9a9-eaf9db513302\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:54.105605889Z\"}', '2026-05-19T12:17:54.107249362+08:00 {\"error\":\"could not retrieve product: rpc error: code = NotFound desc = no product with ID 9SIQT8TOJO\",\"http.req.id\":\"ff5c36ed-41c5-4869-a55e-87014b05a81d\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/9SIQT8TOJO\",\"message\":\"request error\",\"session\":\"f665fa17-dcac-4a91-b9a9-eaf9db513302\",\"severity\":\"error\",\"timestamp\":\"2026-05-19T04:17:54.107153839Z\"}', '2026-05-19T12:17:54.107421274+08:00 {\"http.req.id\":\"ff5c36ed-41c5-4869-a55e-87014b05a81d\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/9SIQT8TOJO\",\"http.resp.bytes\":5005,\"http.resp.status\":500,\"http.resp.took_ms\":1,\"message\":\"request complete\",\"session\":\"f665fa17-dcac-4a91-b9a9-eaf9db513302\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:54.107364482Z\"}', '2026-05-19T12:17:54.138529802+08:00 {\"http.req.id\":\"86791432-f1c9-4f16-b72f-6f20fd7caee2\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"8b28d800-f48e-4c67-95ff-12f27d63a955\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:54.138432751Z\"}', '2026-05-19T12:17:54.138543326+08:00 {\"currency\":\"USD\",\"http.req.id\":\"86791432-f1c9-4f16-b72f-6f20fd7caee2\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"8b28d800-f48e-4c67-95ff-12f27d63a955\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T04:17:54.138464501Z\"}', '2026-05-19T12:17:54.152637891+08:00 env platform is either empty or invalid', '2026-05-19T12:17:54.152930912+08:00 {\"http.req.id\":\"86791432-f1c9-4f16-b72f-6f20fd7caee2\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"8b28d800-f48e-4c67-95ff-12f27d63a955\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:54.152874824Z\"}', '2026-05-19T12:17:54.155390322+08:00 {\"http.req.id\":\"86791432-f1c9-4f16-b72f-6f20fd7caee2\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10499,\"http.resp.status\":200,\"http.resp.took_ms\":16,\"message\":\"request complete\",\"session\":\"8b28d800-f48e-4c67-95ff-12f27d63a955\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:54.155324318Z\"}', '2026-05-19T12:17:54.296235353+08:00 {\"http.req.id\":\"a5288780-2f1b-4526-bd52-5da515323745\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"8ca92abf-aa8f-4853-a52a-de9f32cea6a7\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:54.296129493Z\"}', '2026-05-19T12:17:54.296250454+08:00 {\"currency\":\"USD\",\"http.req.id\":\"a5288780-2f1b-4526-bd52-5da515323745\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"8ca92abf-aa8f-4853-a52a-de9f32cea6a7\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T04:17:54.296166705Z\"}', '2026-05-19T12:17:54.309571484+08:00 env platform is either empty or invalid', '2026-05-19T12:17:54.309868298+08:00 {\"http.req.id\":\"a5288780-2f1b-4526-bd52-5da515323745\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"8ca92abf-aa8f-4853-a52a-de9f32cea6a7\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:54.309810961Z\"}', '2026-05-19T12:17:54.312249288+08:00 {\"http.req.id\":\"a5288780-2f1b-4526-bd52-5da515323745\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10499,\"http.resp.status\":200,\"http.resp.took_ms\":16,\"message\":\"request complete\",\"session\":\"8ca92abf-aa8f-4853-a52a-de9f32cea6a7\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:17:54.312177071Z\"}', '', 'From istio-proxy logs:', '2026-05-19T04:12:05.446370Z\\tinfo\\tFLAG: --proxyLogLevel=\"warning\"', '2026-05-19T04:12:05.446372Z\\tinfo\\tFLAG: --serviceCluster=\"istio-proxy\"', '2026-05-19T04:12:05.446374Z\\tinfo\\tFLAG: --stsPort=\"0\"', '2026-05-19T04:12:05.446376Z\\tinfo\\tFLAG: --templateFile=\"\"', '2026-05-19T04:12:05.446378Z\\tinfo\\tFLAG: --tokenManagerPlugin=\"\"', '2026-05-19T04:12:05.446381Z\\tinfo\\tFLAG: --vklog=\"0\"', '2026-05-19T04:12:05.446384Z\\tinfo\\tVersion 1.27.3-df538c2279a633544e6c0961a03ab772729933be-Clean', '2026-05-19T04:12:05.446531Z\\tinfo\\tProxy role\\tips=[172.20.2.212] type=sidecar id=frontend-79bb68d59d-27wrx.boutique domain=boutique.svc.cluster.local', '2026-05-19T04:12:05.446579Z\\tinfo\\tApply proxy config from env {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}', '2026-05-19T04:12:05.448572Z\\tinfo\\tcpu limit detected as 2, setting concurrency', '2026-05-19T04:12:05.448802Z\\tinfo\\tEffective config: binaryPath: /usr/local/bin/envoy', 'concurrency: 2', 'configPath: ./etc/istio/proxy', 'controlPlaneAuthPolicy: MUTUAL_TLS', 'discoveryAddress: istiod.istio-system.svc:15012', 'drainDuration: 45s', 'image:', 'imageType: distroless', 'proxyAdminPort: 15000', 'proxyMetadata:', 'ISTIO_META_ENABLE_HBONE: \"true\"', 'serviceCluster: istio-proxy', 'statNameLength: 189', 'statusPort: 15020', 'terminationDrainDuration: 5s', '2026-05-19T04:12:05.448811Z\\tinfo\\tJWT policy is third-party-jwt', '2026-05-19T04:12:05.448814Z\\tinfo\\tusing credential fetcher of JWT type in cluster.local trust domain', '2026-05-19T04:12:05.483528Z\\tinfo\\tStarting default Istio SDS Server', '2026-05-19T04:12:05.483553Z\\tinfo\\tCA Endpoint istiod.istio-system.svc:15012, provider Citadel', '2026-05-19T04:12:05.483582Z\\tinfo\\tOpening status port 15020', '2026-05-19T04:12:05.484093Z\\tinfo\\tUsing CA istiod.istio-system.svc:15012 cert with certs: var/run/secrets/istio/root-cert.pem', '2026-05-19T04:12:05.484650Z\\tinfo\\txdsproxy\\tInitializing with upstream address \"istiod.istio-system.svc:15012\" and cluster \"Kubernetes\"', '2026-05-19T04:12:05.486205Z\\tinfo\\tPilot SAN: [istiod.istio-system.svc]', '2026-05-19T04:12:05.487215Z\\tinfo\\tStarting proxy agent', '2026-05-19T04:12:05.487261Z\\tinfo\\tEnvoy command: [-c etc/istio/proxy/envoy-rev.json --drain-time-s 45 --drain-strategy immediate --local-address-ip-version v4 --file-flush-interval-msec 1000 --disable-hot-restart --allow-unknown-static-fields -l warning --component-log-level misc:error --skip-deprecated-logs --concurrency 2]', '2026-05-19T04:12:05.488131Z\\tinfo\\tsds\\tStarting SDS grpc server', '2026-05-19T04:12:05.488147Z\\tinfo\\tsds\\tStarting SDS server for workload certificates, will listen on \"var/run/secrets/workload-spiffe-uds/socket\"', '2026-05-19T04:12:05.562979Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:905\\tUsage of the deprecated runtime key overload.global_downstream_max_connections, consider switching to `envoy.resource_monitors.global_downstream_max_connections` instead.This runtime key will be removed in future.\\tthread=14', '2026-05-19T04:12:05.564231Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:1001\\tThere is no configured limit to the number of allowed active downstream connections. Configure a limit in `envoy.resource_monitors.global_downstream_max_connections` resource monitor.\\tthread=14', '2026-05-19T04:12:05.577533Z\\tinfo\\txdsproxy\\tconnected to delta upstream XDS server: istiod.istio-system.svc:15012\\tid=1', '2026-05-19T04:12:05.615549Z\\tinfo\\tads\\tADS: new connection for node:1', '2026-05-19T04:12:05.616248Z\\tinfo\\tads\\tADS: new connection for node:2', '2026-05-19T04:12:05.961021Z\\tinfo\\tcache\\tgenerated new workload certificate\\tresourceName=default latency=476.126138ms ttl=23h59m59.03898196s', '2026-05-19T04:12:05.961116Z\\tinfo\\tcache\\tRoot cert has changed, start rotating root cert', '2026-05-19T04:12:05.961147Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.038854039s', '2026-05-19T04:12:05.961157Z\\tinfo\\tcache\\treturned workload certificate from cache\\tttl=23h59m59.038846844s', '2026-05-19T04:12:05.961275Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.038725449s', '2026-05-19T04:12:05.961559Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.038441709s', '2026-05-19T04:12:06.710902Z\\tinfo\\tReadiness succeeded in 1.26761133s', '2026-05-19T04:12:06.711195Z\\tinfo\\tEnvoy proxy is ready']" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'productcatalogservice'}", + "output": "No error logs found for productcatalogservice in boutique namespace." + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tproductID := req.Id\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif productID == product.Id {\n\t\t\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", productID)\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", productID)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/79/path1.json b/golden-trajectory/boutique/codedefect/79/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..d89698718bd6d70cb292ee5c9912af3d5d3b6ee0 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/79/path1.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-zz8rd 2/2 Running 0 5m37s\ncartservice-7c5f46fc47-67cv7 2/2 Running 0 5m38s\ncheckoutservice-5b97d6df88-lrcqr 2/2 Running 0 5m38s\ncurrencyservice-5bc9dbdf66-76gcb 2/2 Running 0 5m38s\nemailservice-c86b9b8f6-tnqkw 2/2 Running 0 5m36s\nfrontend-79bb68d59d-jlhgk 2/2 Running 0 5m38s\npaymentservice-64b6c744b5-m8c96 2/2 Running 0 5m37s\nproductcatalogservice-68b9c7b49-tv8lh 2/2 Running 0 2m26s\nrecommendationservice-786899779d-k4m4l 2/2 Running 0 5m36s\nredis-cart-64b9db6f79-x5666 2/2 Running 0 5m37s\nshippingservice-799cbfbc76-sr5z8 2/2 Running 0 5m38s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.188.32 9555/TCP 5m40s\ncartservice ClusterIP 10.68.153.188 7070/TCP 5m41s\ncheckoutservice ClusterIP 10.68.216.252 5050/TCP 5m41s\ncurrencyservice ClusterIP 10.68.158.152 7000/TCP 5m41s\nemailservice ClusterIP 10.68.90.247 5000/TCP 5m39s\nfrontend ClusterIP 10.68.57.208 80/TCP 5m41s\nfrontend-external NodePort 10.68.102.179 80:30080/TCP 5m41s\npaymentservice ClusterIP 10.68.137.200 50051/TCP 5m40s\nproductcatalogservice ClusterIP 10.68.55.111 3550/TCP 5m40s\nrecommendationservice ClusterIP 10.68.102.92 8080/TCP 5m39s\nredis-cart ClusterIP 10.68.174.18 6379/TCP 5m40s\nshippingservice ClusterIP 10.68.6.34 50051/TCP 5m41s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 4, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-19 14:33:25 ~ 2026-05-19 14:36:00', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=95.2% -> Cur=64.5% (-30.7%)']}, {'type': 'Service', 'name': 'recommendationservice', 'time_range': '2026-05-19 14:33:25 ~ 2026-05-19 14:36:00', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 545, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'GET', 'business_action': 'Browse home page', 'entry_service': 'frontend', 'url': '/', 'occurrences': 1, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 5202,\n \"total_errors\": 546,\n \"total_error_ratio\": 0.105,\n \"patterns\": [\n {\n \"count\": 545,\n \"ratio\": 0.1048,\n \"sample\": \"2026-05-19T14:36:15.403704746+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = NotFound desc = no product with ID L9ECAV7KIM\\\",\\\"http.req.id\\\":\\\"594e11da-3fae-4cd5-ac62-95ff694b4db6\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/L9ECAV7KIM\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"537ea77b-8c1e-4254-aa57-f9e5ca87d013\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T06:36:15.403637131Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T14:33:40.674308110+08:00 {\\\"error\\\":\\\"could not retrieve products: rpc error: code = Unavailable desc = upstream connect error or disconnect/reset before headers. reset reason: remote connection failure, transport failure reason: delayed connect error: Connection refused\\\",\\\"http.req.id\\\":\\\"b625c7ba-076d-460c-9980-5a84a48e4a6c\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"e9b33408-a4f6-4859-9c4c-81718ae748b6\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T06:33:40.674194139Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tproductID := req.Id\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif productID == product.Id {\n\t\t\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", productID)\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", productID)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/79/path2.json b/golden-trajectory/boutique/codedefect/79/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..5c4cb77ca62aa9ecec1f7c2d337398a486c7eedd --- /dev/null +++ b/golden-trajectory/boutique/codedefect/79/path2.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "GetResources", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-zz8rd 2/2 Running 0 5m37s\ncartservice-7c5f46fc47-67cv7 2/2 Running 0 5m38s\ncheckoutservice-5b97d6df88-lrcqr 2/2 Running 0 5m38s\ncurrencyservice-5bc9dbdf66-76gcb 2/2 Running 0 5m38s\nemailservice-c86b9b8f6-tnqkw 2/2 Running 0 5m36s\nfrontend-79bb68d59d-jlhgk 2/2 Running 0 5m38s\npaymentservice-64b6c744b5-m8c96 2/2 Running 0 5m37s\nproductcatalogservice-68b9c7b49-tv8lh 2/2 Running 0 2m26s\nrecommendationservice-786899779d-k4m4l 2/2 Running 0 5m36s\nredis-cart-64b9db6f79-x5666 2/2 Running 0 5m37s\nshippingservice-799cbfbc76-sr5z8 2/2 Running 0 5m38s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.188.32 9555/TCP 5m40s\ncartservice ClusterIP 10.68.153.188 7070/TCP 5m41s\ncheckoutservice ClusterIP 10.68.216.252 5050/TCP 5m41s\ncurrencyservice ClusterIP 10.68.158.152 7000/TCP 5m41s\nemailservice ClusterIP 10.68.90.247 5000/TCP 5m39s\nfrontend ClusterIP 10.68.57.208 80/TCP 5m41s\nfrontend-external NodePort 10.68.102.179 80:30080/TCP 5m41s\npaymentservice ClusterIP 10.68.137.200 50051/TCP 5m40s\nproductcatalogservice ClusterIP 10.68.55.111 3550/TCP 5m40s\nrecommendationservice ClusterIP 10.68.102.92 8080/TCP 5m39s\nredis-cart ClusterIP 10.68.174.18 6379/TCP 5m40s\nshippingservice ClusterIP 10.68.6.34 50051/TCP 5m41s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 4, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-19 14:33:25 ~ 2026-05-19 14:36:00', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=95.2% -> Cur=64.5% (-30.7%)']}, {'type': 'Service', 'name': 'recommendationservice', 'time_range': '2026-05-19 14:33:25 ~ 2026-05-19 14:36:00', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 545, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'GET', 'business_action': 'Browse home page', 'entry_service': 'frontend', 'url': '/', 'occurrences': 1, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 5202,\n \"total_errors\": 546,\n \"total_error_ratio\": 0.105,\n \"patterns\": [\n {\n \"count\": 545,\n \"ratio\": 0.1048,\n \"sample\": \"2026-05-19T14:36:15.403704746+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = NotFound desc = no product with ID L9ECAV7KIM\\\",\\\"http.req.id\\\":\\\"594e11da-3fae-4cd5-ac62-95ff694b4db6\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/L9ECAV7KIM\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"537ea77b-8c1e-4254-aa57-f9e5ca87d013\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T06:36:15.403637131Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T14:33:40.674308110+08:00 {\\\"error\\\":\\\"could not retrieve products: rpc error: code = Unavailable desc = upstream connect error or disconnect/reset before headers. reset reason: remote connection failure, transport failure reason: delayed connect error: Connection refused\\\",\\\"http.req.id\\\":\\\"b625c7ba-076d-460c-9980-5a84a48e4a6c\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"e9b33408-a4f6-4859-9c4c-81718ae748b6\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T06:33:40.674194139Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'endpoints', name: 'productcatalogservice', show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME ENDPOINTS AGE\nproductcatalogservice 172.20.1.13:3550 6m1s" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tproductID := req.Id\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif productID == product.Id {\n\t\t\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", productID)\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", productID)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/8/path1.json b/golden-trajectory/boutique/codedefect/8/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..d1b5e5ef39e12167c5b804618072144128227788 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/8/path1.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-n44tm 2/2 Running 0 5m43s\ncartservice-7c5f46fc47-nbx29 2/2 Running 0 5m44s\ncheckoutservice-6cd8767b6d-9nxv6 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-4n8c4 2/2 Running 0 5m44s\nemailservice-c86b9b8f6-82rmb 2/2 Running 0 5m45s\nfrontend-79bb68d59d-2mcst 2/2 Running 0 5m45s\npaymentservice-64b6c744b5-sjkfd 2/2 Running 0 5m44s\nproductcatalogservice-5677b598bd-vxrtw 2/2 Running 0 5m45s\nrecommendationservice-786899779d-dbf8z 2/2 Running 0 5m45s\nredis-cart-64b9db6f79-m7bxv 2/2 Running 0 5m45s\nshippingservice-799cbfbc76-9sbnq 2/2 Running 0 5m44s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.210.108 9555/TCP 5m46s\ncartservice ClusterIP 10.68.197.252 7070/TCP 5m47s\ncheckoutservice ClusterIP 10.68.236.94 5050/TCP 5m47s\ncurrencyservice ClusterIP 10.68.21.228 7000/TCP 5m47s\nemailservice ClusterIP 10.68.72.123 5000/TCP 5m48s\nfrontend ClusterIP 10.68.102.167 80/TCP 5m48s\nfrontend-external NodePort 10.68.216.19 80:30080/TCP 5m48s\npaymentservice ClusterIP 10.68.96.186 50051/TCP 5m47s\nproductcatalogservice ClusterIP 10.68.207.218 3550/TCP 5m48s\nrecommendationservice ClusterIP 10.68.210.234 8080/TCP 5m48s\nredis-cart ClusterIP 10.68.20.231 6379/TCP 5m48s\nshippingservice ClusterIP 10.68.46.153 50051/TCP 5m47s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 1, 'alerts': [{'type': 'Service', 'name': 'checkoutservice', 'time_range': '2026-05-19 16:10:06 ~ 2026-05-19 16:12:41', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=0.380s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.07 cores (+4730.0%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=19.50ms -> Current=750.00ms (+3745.8%) | Peak=760.08ms']}]}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}", + "output": "{\n \"service\": \"checkoutservice\",\n \"root\": \"code/checkoutservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"checkout service core workflow: cart retrieval, item preparation, shipping quote, payment charge, shipping order, cart cleanup, and confirmation email.\"\n },\n {\n \"path\": \"money/money.go\",\n \"description\": \"money validation and arithmetic helpers used by checkout order total calculation.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"net\"\n\t\"os\"\n\t\"time\"\n\n\t\"cloud.google.com/go/profiler\"\n\t\"github.com/google/uuid\"\n\t\"github.com/pkg/errors\"\n\t\"github.com/sirupsen/logrus\"\n\t\"google.golang.org/grpc\"\n\t\"google.golang.org/grpc/codes\"\n\t\"google.golang.org/grpc/credentials/insecure\"\n\t\"google.golang.org/grpc/health\"\n\t\"google.golang.org/grpc/status\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/checkoutservice/genproto\"\n\tmoney \"github.com/GoogleCloudPlatform/microservices-demo/src/checkoutservice/money\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\n\t\"go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc\"\n\t\"go.opentelemetry.io/otel\"\n\t\"go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc\"\n\t\"go.opentelemetry.io/otel/propagation\"\n\tsdktrace \"go.opentelemetry.io/otel/sdk/trace\"\n)\n\nconst (\n\tlistenPort = \"5050\"\n\tusdCurrency = \"USD\"\n)\n\nvar log *logrus.Logger\n\nfunc init() {\n\tlog = logrus.New()\n\tlog.Level = logrus.DebugLevel\n\tlog.Formatter = &logrus.JSONFormatter{\n\t\tFieldMap: logrus.FieldMap{\n\t\t\tlogrus.FieldKeyTime: \"timestamp\",\n\t\t\tlogrus.FieldKeyLevel: \"severity\",\n\t\t\tlogrus.FieldKeyMsg: \"message\",\n\t\t},\n\t\tTimestampFormat: time.RFC3339Nano,\n\t}\n\tlog.Out = os.Stdout\n}\n\ntype checkoutService struct {\n\tpb.UnimplementedCheckoutServiceServer\n\n\tproductCatalogSvcAddr string\n\tproductCatalogSvcConn *grpc.ClientConn\n\n\tcartSvcAddr string\n\tcartSvcConn *grpc.ClientConn\n\n\tcurrencySvcAddr string\n\tcurrencySvcConn *grpc.ClientConn\n\n\tshippingSvcAddr string\n\tshippingSvcConn *grpc.ClientConn\n\n\temailSvcAddr string\n\temailSvcConn *grpc.ClientConn\n\n\tpaymentSvcAddr string\n\tpaymentSvcConn *grpc.ClientConn\n}\n\nfunc main() {\n\tctx := context.Background()\n\tif os.Getenv(\"ENABLE_TRACING\") == \"1\" {\n\t\tlog.Info(\"Tracing enabled.\")\n\t\tinitTracing()\n\n\t} else {\n\t\tlog.Info(\"Tracing disabled.\")\n\t}\n\n\tif os.Getenv(\"ENABLE_PROFILER\") == \"1\" {\n\t\tlog.Info(\"Profiling enabled.\")\n\t\tgo initProfiling(\"checkoutservice\", \"1.0.0\")\n\t} else {\n\t\tlog.Info(\"Profiling disabled.\")\n\t}\n\n\tport := listenPort\n\tif os.Getenv(\"PORT\") != \"\" {\n\t\tport = os.Getenv(\"PORT\")\n\t}\n\n\tsvc := new(checkoutService)\n\tmustMapEnv(&svc.shippingSvcAddr, \"SHIPPING_SERVICE_ADDR\")\n\tmustMapEnv(&svc.productCatalogSvcAddr, \"PRODUCT_CATALOG_SERVICE_ADDR\")\n\tmustMapEnv(&svc.cartSvcAddr, \"CART_SERVICE_ADDR\")\n\tmustMapEnv(&svc.currencySvcAddr, \"CURRENCY_SERVICE_ADDR\")\n\tmustMapEnv(&svc.emailSvcAddr, \"EMAIL_SERVICE_ADDR\")\n\tmustMapEnv(&svc.paymentSvcAddr, \"PAYMENT_SERVICE_ADDR\")\n\n\tmustConnGRPC(ctx, &svc.shippingSvcConn, svc.shippingSvcAddr)\n\tmustConnGRPC(ctx, &svc.productCatalogSvcConn, svc.productCatalogSvcAddr)\n\tmustConnGRPC(ctx, &svc.cartSvcConn, svc.cartSvcAddr)\n\tmustConnGRPC(ctx, &svc.currencySvcConn, svc.currencySvcAddr)\n\tmustConnGRPC(ctx, &svc.emailSvcConn, svc.emailSvcAddr)\n\tmustConnGRPC(ctx, &svc.paymentSvcConn, svc.paymentSvcAddr)\n\n\tlog.Infof(\"service config: %+v\", svc)\n\n\tlis, err := net.Listen(\"tcp\", fmt.Sprintf(\":%s\", port))\n\tif err != nil {\n\t\tlog.Fatal(err)\n\t}\n\n\tvar srv *grpc.Server\n\n\t// Propagate trace context always\n\totel.SetTextMapPropagator(\n\t\tpropagation.NewCompositeTextMapPropagator(\n\t\t\tpropagation.TraceContext{}, propagation.Baggage{}))\n\tsrv = grpc.NewServer(\n\t\tgrpc.StatsHandler(otelgrpc.NewServerHandler()),\n\t)\n\n\tpb.RegisterCheckoutServiceServer(srv, svc)\n\thealthcheck := health.NewServer()\n\thealthpb.RegisterHealthServer(srv, healthcheck)\n\tlog.Infof(\"starting to listen on tcp: %q\", lis.Addr().String())\n\terr = srv.Serve(lis)\n\tlog.Fatal(err)\n}\n\nfunc initStats() {\n\t//TODO(arbrown) Implement OpenTelemetry stats\n}\n\nfunc initTracing() {\n\tvar (\n\t\tcollectorAddr string\n\t\tcollectorConn *grpc.ClientConn\n\t)\n\n\tctx := context.Background()\n\tctx, cancel := context.WithTimeout(ctx, time.Second*3)\n\tdefer cancel()\n\n\tmustMapEnv(&collectorAddr, \"COLLECTOR_SERVICE_ADDR\")\n\tmustConnGRPC(ctx, &collectorConn, collectorAddr)\n\n\texporter, err := otlptracegrpc.New(\n\t\tctx,\n\t\totlptracegrpc.WithGRPCConn(collectorConn))\n\tif err != nil {\n\t\tlog.Warnf(\"warn: Failed to create trace exporter: %v\", err)\n\t}\n\ttp := sdktrace.NewTracerProvider(\n\t\tsdktrace.WithBatcher(exporter),\n\t\tsdktrace.WithSampler(sdktrace.AlwaysSample()))\n\totel.SetTracerProvider(tp)\n\n}\n\nfunc initProfiling(service, version string) {\n\t// TODO(ahmetb) this method is duplicated in other microservices using Go\n\t// since they are not sharing packages.\n\tfor i := 1; i <= 3; i++ {\n\t\tif err := profiler.Start(profiler.Config{\n\t\t\tService: service,\n\t\t\tServiceVersion: version,\n\t\t\t// ProjectID must be set if not running on GCP.\n\t\t\t// ProjectID: \"my-project\",\n\t\t}); err != nil {\n\t\t\tlog.Warnf(\"failed to start profiler: %+v\", err)\n\t\t} else {\n\t\t\tlog.Info(\"started Stackdriver profiler\")\n\t\t\treturn\n\t\t}\n\t\td := time.Second * 10 * time.Duration(i)\n\t\tlog.Infof(\"sleeping %v to retry initializing Stackdriver profiler\", d)\n\t\ttime.Sleep(d)\n\t}\n\tlog.Warn(\"could not initialize Stackdriver profiler after retrying, giving up\")\n}\n\nfunc mustMapEnv(target *string, envKey string) {\n\tv := os.Getenv(envKey)\n\tif v == \"\" {\n\t\tpanic(fmt.Sprintf(\"environment variable %q not set\", envKey))\n\t}\n\t*target = v\n}\n\nfunc mustConnGRPC(ctx context.Context, conn **grpc.ClientConn, addr string) {\n\tvar err error\n\t_, cancel := context.WithTimeout(ctx, time.Second*3)\n\tdefer cancel()\n\t*conn, err = grpc.NewClient(addr,\n\t\tgrpc.WithTransportCredentials(insecure.NewCredentials()),\n\t\tgrpc.WithStatsHandler(otelgrpc.NewClientHandler()))\n\tif err != nil {\n\t\tpanic(errors.Wrapf(err, \"grpc: failed to connect %s\", addr))\n\t}\n}\n\nfunc (cs *checkoutService) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (cs *checkoutService) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (cs *checkoutService) PlaceOrder(ctx context.Context, req *pb.PlaceOrderRequest) (*pb.PlaceOrderResponse, error) {\n\tlog.Infof(\"[PlaceOrder] user_id=%q user_currency=%q\", req.UserId, req.UserCurrency)\n\n\torderID, err := uuid.NewUUID()\n\tif err != nil {\n\t\treturn nil, status.Errorf(codes.Internal, \"failed to generate order uuid\")\n\t}\n\n\tstart := time.Now()\n\tfor {\n\t\tif time.Now().Sub(start) > 500*time.Millisecond {\n\t\t\tbreak\n\t\t}\n\t}\n\n\tprep, err := cs.prepareOrderItemsAndShippingQuoteFromCart(ctx, req.UserId, req.UserCurrency, req.Address)\n\tif err != nil {\n\t\treturn nil, status.Errorf(codes.Internal, err.Error())\n\t}\n\n\ttotal := pb.Money{CurrencyCode: req.UserCurrency,\n\t\tUnits: 0,\n\t\tNanos: 0}\n\ttotal = money.Must(money.Sum(total, *prep.shippingCostLocalized))\n\tfor _, it := range prep.orderItems {\n\t\tmultPrice := money.MultiplySlow(*it.Cost, uint32(it.GetItem().GetQuantity()))\n\t\ttotal = money.Must(money.Sum(total, multPrice))\n\t}\n\n\ttxID, err := cs.chargeCard(ctx, &total, req.CreditCard)\n\tif err != nil {\n\t\treturn nil, status.Errorf(codes.Internal, \"failed to charge card: %+v\", err)\n\t}\n\tlog.Infof(\"payment went through (transaction_id: %s)\", txID)\n\n\tshippingTrackingID, err := cs.shipOrder(ctx, req.Address, prep.cartItems)\n\tif err != nil {\n\t\treturn nil, status.Errorf(codes.Unavailable, \"shipping error: %+v\", err)\n\t}\n\n\t_ = cs.emptyUserCart(ctx, req.UserId)\n\n\torderResult := &pb.OrderResult{\n\t\tOrderId: orderID.String(),\n\t\tShippingTrackingId: shippingTrackingID,\n\t\tShippingCost: prep.shippingCostLocalized,\n\t\tShippingAddress: req.Address,\n\t\tItems: prep.orderItems,\n\t}\n\n\tif err := cs.sendOrderConfirmation(ctx, req.Email, orderResult); err != nil {\n\t\tlog.Warnf(\"failed to send order confirmation to %q: %+v\", req.Email, err)\n\t} else {\n\t\tlog.Infof(\"order confirmation email sent to %q\", req.Email)\n\t}\n\tresp := &pb.PlaceOrderResponse{Order: orderResult}\n\treturn resp, nil\n}\n\ntype orderPrep struct {\n\torderItems []*pb.OrderItem\n\tcartItems []*pb.CartItem\n\tshippingCostLocalized *pb.Money\n}\n\nfunc (cs *checkoutService) prepareOrderItemsAndShippingQuoteFromCart(ctx context.Context, userID, userCurrency string, address *pb.Address) (orderPrep, error) {\n\tvar out orderPrep\n\tcartItems, err := cs.getUserCart(ctx, userID)\n\tif err != nil {\n\t\treturn out, fmt.Errorf(\"cart failure: %+v\", err)\n\t}\n\torderItems, err := cs.prepOrderItems(ctx, cartItems, userCurrency)\n\tif err != nil {\n\t\treturn out, fmt.Errorf(\"failed to prepare order: %+v\", err)\n\t}\n\tshippingUSD, err := cs.quoteShipping(ctx, address, cartItems)\n\tif err != nil {\n\t\treturn out, fmt.Errorf(\"shipping quote failure: %+v\", err)\n\t}\n\tshippingPrice, err := cs.convertCurrency(ctx, shippingUSD, userCurrency)\n\tif err != nil {\n\t\treturn out, fmt.Errorf(\"failed to convert shipping cost to currency: %+v\", err)\n\t}\n\n\tout.shippingCostLocalized = shippingPrice\n\tout.cartItems = cartItems\n\tout.orderItems = orderItems\n\treturn out, nil\n}\n\nfunc (cs *checkoutService) quoteShipping(ctx context.Context, address *pb.Address, items []*pb.CartItem) (*pb.Money, error) {\n\tshippingQuote, err := pb.NewShippingServiceClient(cs.shippingSvcConn).\n\t\tGetQuote(ctx, &pb.GetQuoteRequest{\n\t\t\tAddress: address,\n\t\t\tItems: items})\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to get shipping quote: %+v\", err)\n\t}\n\treturn shippingQuote.GetCostUsd(), nil\n}\n\nfunc (cs *checkoutService) getUserCart(ctx context.Context, userID string) ([]*pb.CartItem, error) {\n\tcart, err := pb.NewCartServiceClient(cs.cartSvcConn).GetCart(ctx, &pb.GetCartRequest{UserId: userID})\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to get user cart during checkout: %+v\", err)\n\t}\n\treturn cart.GetItems(), nil\n}\n\nfunc (cs *checkoutService) emptyUserCart(ctx context.Context, userID string) error {\n\tif _, err := pb.NewCartServiceClient(cs.cartSvcConn).EmptyCart(ctx, &pb.EmptyCartRequest{UserId: userID}); err != nil {\n\t\treturn fmt.Errorf(\"failed to empty user cart during checkout: %+v\", err)\n\t}\n\treturn nil\n}\n\nfunc (cs *checkoutService) prepOrderItems(ctx context.Context, items []*pb.CartItem, userCurrency string) ([]*pb.OrderItem, error) {\n\tout := make([]*pb.OrderItem, len(items))\n\tcl := pb.NewProductCatalogServiceClient(cs.productCatalogSvcConn)\n\n\tfor i, item := range items {\n\t\tproduct, err := cl.GetProduct(ctx, &pb.GetProductRequest{Id: item.GetProductId()})\n\t\tif err != nil {\n\t\t\treturn nil, fmt.Errorf(\"failed to get product #%q\", item.GetProductId())\n\t\t}\n\t\tprice, err := cs.convertCurrency(ctx, product.GetPriceUsd(), userCurrency)\n\t\tif err != nil {\n\t\t\treturn nil, fmt.Errorf(\"failed to convert price of %q to %s\", item.GetProductId(), userCurrency)\n\t\t}\n\t\tout[i] = &pb.OrderItem{\n\t\t\tItem: item,\n\t\t\tCost: price}\n\t}\n\treturn out, nil\n}\n\nfunc (cs *checkoutService) convertCurrency(ctx context.Context, from *pb.Money, toCurrency string) (*pb.Money, error) {\n\tresult, err := pb.NewCurrencyServiceClient(cs.currencySvcConn).Convert(context.TODO(), &pb.CurrencyConversionRequest{\n\t\tFrom: from,\n\t\tToCode: toCurrency})\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to convert currency: %+v\", err)\n\t}\n\treturn result, err\n}\n\nfunc (cs *checkoutService) chargeCard(ctx context.Context, amount *pb.Money, paymentInfo *pb.CreditCardInfo) (string, error) {\n\tpaymentResp, err := pb.NewPaymentServiceClient(cs.paymentSvcConn).Charge(ctx, &pb.ChargeRequest{\n\t\tAmount: amount,\n\t\tCreditCard: paymentInfo})\n\tif err != nil {\n\t\treturn \"\", fmt.Errorf(\"could not charge the card: %+v\", err)\n\t}\n\treturn paymentResp.GetTransactionId(), nil\n}\n\nfunc (cs *checkoutService) sendOrderConfirmation(ctx context.Context, email string, order *pb.OrderResult) error {\n\t_, err := pb.NewEmailServiceClient(cs.emailSvcConn).SendOrderConfirmation(ctx, &pb.SendOrderConfirmationRequest{\n\t\tEmail: email,\n\t\tOrder: order})\n\treturn err\n}\n\nfunc (cs *checkoutService) shipOrder(ctx context.Context, address *pb.Address, items []*pb.CartItem) (string, error) {\n\tresp, err := pb.NewShippingServiceClient(cs.shippingSvcConn).ShipOrder(ctx, &pb.ShipOrderRequest{\n\t\tAddress: address,\n\t\tItems: items})\n\tif err != nil {\n\t\treturn \"\", fmt.Errorf(\"shipment failed: %+v\", err)\n\t}\n\treturn resp.GetTrackingId(), nil\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/8/path2.json b/golden-trajectory/boutique/codedefect/8/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..cc6a437e8fa4d06827378e8a180385800ff6753b --- /dev/null +++ b/golden-trajectory/boutique/codedefect/8/path2.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-n44tm 2/2 Running 0 5m43s\ncartservice-7c5f46fc47-nbx29 2/2 Running 0 5m44s\ncheckoutservice-6cd8767b6d-9nxv6 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-4n8c4 2/2 Running 0 5m44s\nemailservice-c86b9b8f6-82rmb 2/2 Running 0 5m45s\nfrontend-79bb68d59d-2mcst 2/2 Running 0 5m45s\npaymentservice-64b6c744b5-sjkfd 2/2 Running 0 5m44s\nproductcatalogservice-5677b598bd-vxrtw 2/2 Running 0 5m45s\nrecommendationservice-786899779d-dbf8z 2/2 Running 0 5m45s\nredis-cart-64b9db6f79-m7bxv 2/2 Running 0 5m45s\nshippingservice-799cbfbc76-9sbnq 2/2 Running 0 5m44s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.210.108 9555/TCP 5m46s\ncartservice ClusterIP 10.68.197.252 7070/TCP 5m47s\ncheckoutservice ClusterIP 10.68.236.94 5050/TCP 5m47s\ncurrencyservice ClusterIP 10.68.21.228 7000/TCP 5m47s\nemailservice ClusterIP 10.68.72.123 5000/TCP 5m48s\nfrontend ClusterIP 10.68.102.167 80/TCP 5m48s\nfrontend-external NodePort 10.68.216.19 80:30080/TCP 5m48s\npaymentservice ClusterIP 10.68.96.186 50051/TCP 5m47s\nproductcatalogservice ClusterIP 10.68.207.218 3550/TCP 5m48s\nrecommendationservice ClusterIP 10.68.210.234 8080/TCP 5m48s\nredis-cart ClusterIP 10.68.20.231 6379/TCP 5m48s\nshippingservice ClusterIP 10.68.46.153 50051/TCP 5m47s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 1, 'alerts': [{'type': 'Service', 'name': 'checkoutservice', 'time_range': '2026-05-19 16:10:06 ~ 2026-05-19 16:12:41', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=0.380s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.07 cores (+4730.0%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=19.50ms -> Current=750.00ms (+3745.8%) | Peak=760.08ms']}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "No error logs found for frontend in boutique namespace." + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}", + "output": "{\n \"service\": \"checkoutservice\",\n \"root\": \"code/checkoutservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"checkout service core workflow: cart retrieval, item preparation, shipping quote, payment charge, shipping order, cart cleanup, and confirmation email.\"\n },\n {\n \"path\": \"money/money.go\",\n \"description\": \"money validation and arithmetic helpers used by checkout order total calculation.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"net\"\n\t\"os\"\n\t\"time\"\n\n\t\"cloud.google.com/go/profiler\"\n\t\"github.com/google/uuid\"\n\t\"github.com/pkg/errors\"\n\t\"github.com/sirupsen/logrus\"\n\t\"google.golang.org/grpc\"\n\t\"google.golang.org/grpc/codes\"\n\t\"google.golang.org/grpc/credentials/insecure\"\n\t\"google.golang.org/grpc/health\"\n\t\"google.golang.org/grpc/status\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/checkoutservice/genproto\"\n\tmoney \"github.com/GoogleCloudPlatform/microservices-demo/src/checkoutservice/money\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\n\t\"go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc\"\n\t\"go.opentelemetry.io/otel\"\n\t\"go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc\"\n\t\"go.opentelemetry.io/otel/propagation\"\n\tsdktrace \"go.opentelemetry.io/otel/sdk/trace\"\n)\n\nconst (\n\tlistenPort = \"5050\"\n\tusdCurrency = \"USD\"\n)\n\nvar log *logrus.Logger\n\nfunc init() {\n\tlog = logrus.New()\n\tlog.Level = logrus.DebugLevel\n\tlog.Formatter = &logrus.JSONFormatter{\n\t\tFieldMap: logrus.FieldMap{\n\t\t\tlogrus.FieldKeyTime: \"timestamp\",\n\t\t\tlogrus.FieldKeyLevel: \"severity\",\n\t\t\tlogrus.FieldKeyMsg: \"message\",\n\t\t},\n\t\tTimestampFormat: time.RFC3339Nano,\n\t}\n\tlog.Out = os.Stdout\n}\n\ntype checkoutService struct {\n\tpb.UnimplementedCheckoutServiceServer\n\n\tproductCatalogSvcAddr string\n\tproductCatalogSvcConn *grpc.ClientConn\n\n\tcartSvcAddr string\n\tcartSvcConn *grpc.ClientConn\n\n\tcurrencySvcAddr string\n\tcurrencySvcConn *grpc.ClientConn\n\n\tshippingSvcAddr string\n\tshippingSvcConn *grpc.ClientConn\n\n\temailSvcAddr string\n\temailSvcConn *grpc.ClientConn\n\n\tpaymentSvcAddr string\n\tpaymentSvcConn *grpc.ClientConn\n}\n\nfunc main() {\n\tctx := context.Background()\n\tif os.Getenv(\"ENABLE_TRACING\") == \"1\" {\n\t\tlog.Info(\"Tracing enabled.\")\n\t\tinitTracing()\n\n\t} else {\n\t\tlog.Info(\"Tracing disabled.\")\n\t}\n\n\tif os.Getenv(\"ENABLE_PROFILER\") == \"1\" {\n\t\tlog.Info(\"Profiling enabled.\")\n\t\tgo initProfiling(\"checkoutservice\", \"1.0.0\")\n\t} else {\n\t\tlog.Info(\"Profiling disabled.\")\n\t}\n\n\tport := listenPort\n\tif os.Getenv(\"PORT\") != \"\" {\n\t\tport = os.Getenv(\"PORT\")\n\t}\n\n\tsvc := new(checkoutService)\n\tmustMapEnv(&svc.shippingSvcAddr, \"SHIPPING_SERVICE_ADDR\")\n\tmustMapEnv(&svc.productCatalogSvcAddr, \"PRODUCT_CATALOG_SERVICE_ADDR\")\n\tmustMapEnv(&svc.cartSvcAddr, \"CART_SERVICE_ADDR\")\n\tmustMapEnv(&svc.currencySvcAddr, \"CURRENCY_SERVICE_ADDR\")\n\tmustMapEnv(&svc.emailSvcAddr, \"EMAIL_SERVICE_ADDR\")\n\tmustMapEnv(&svc.paymentSvcAddr, \"PAYMENT_SERVICE_ADDR\")\n\n\tmustConnGRPC(ctx, &svc.shippingSvcConn, svc.shippingSvcAddr)\n\tmustConnGRPC(ctx, &svc.productCatalogSvcConn, svc.productCatalogSvcAddr)\n\tmustConnGRPC(ctx, &svc.cartSvcConn, svc.cartSvcAddr)\n\tmustConnGRPC(ctx, &svc.currencySvcConn, svc.currencySvcAddr)\n\tmustConnGRPC(ctx, &svc.emailSvcConn, svc.emailSvcAddr)\n\tmustConnGRPC(ctx, &svc.paymentSvcConn, svc.paymentSvcAddr)\n\n\tlog.Infof(\"service config: %+v\", svc)\n\n\tlis, err := net.Listen(\"tcp\", fmt.Sprintf(\":%s\", port))\n\tif err != nil {\n\t\tlog.Fatal(err)\n\t}\n\n\tvar srv *grpc.Server\n\n\t// Propagate trace context always\n\totel.SetTextMapPropagator(\n\t\tpropagation.NewCompositeTextMapPropagator(\n\t\t\tpropagation.TraceContext{}, propagation.Baggage{}))\n\tsrv = grpc.NewServer(\n\t\tgrpc.StatsHandler(otelgrpc.NewServerHandler()),\n\t)\n\n\tpb.RegisterCheckoutServiceServer(srv, svc)\n\thealthcheck := health.NewServer()\n\thealthpb.RegisterHealthServer(srv, healthcheck)\n\tlog.Infof(\"starting to listen on tcp: %q\", lis.Addr().String())\n\terr = srv.Serve(lis)\n\tlog.Fatal(err)\n}\n\nfunc initStats() {\n\t//TODO(arbrown) Implement OpenTelemetry stats\n}\n\nfunc initTracing() {\n\tvar (\n\t\tcollectorAddr string\n\t\tcollectorConn *grpc.ClientConn\n\t)\n\n\tctx := context.Background()\n\tctx, cancel := context.WithTimeout(ctx, time.Second*3)\n\tdefer cancel()\n\n\tmustMapEnv(&collectorAddr, \"COLLECTOR_SERVICE_ADDR\")\n\tmustConnGRPC(ctx, &collectorConn, collectorAddr)\n\n\texporter, err := otlptracegrpc.New(\n\t\tctx,\n\t\totlptracegrpc.WithGRPCConn(collectorConn))\n\tif err != nil {\n\t\tlog.Warnf(\"warn: Failed to create trace exporter: %v\", err)\n\t}\n\ttp := sdktrace.NewTracerProvider(\n\t\tsdktrace.WithBatcher(exporter),\n\t\tsdktrace.WithSampler(sdktrace.AlwaysSample()))\n\totel.SetTracerProvider(tp)\n\n}\n\nfunc initProfiling(service, version string) {\n\t// TODO(ahmetb) this method is duplicated in other microservices using Go\n\t// since they are not sharing packages.\n\tfor i := 1; i <= 3; i++ {\n\t\tif err := profiler.Start(profiler.Config{\n\t\t\tService: service,\n\t\t\tServiceVersion: version,\n\t\t\t// ProjectID must be set if not running on GCP.\n\t\t\t// ProjectID: \"my-project\",\n\t\t}); err != nil {\n\t\t\tlog.Warnf(\"failed to start profiler: %+v\", err)\n\t\t} else {\n\t\t\tlog.Info(\"started Stackdriver profiler\")\n\t\t\treturn\n\t\t}\n\t\td := time.Second * 10 * time.Duration(i)\n\t\tlog.Infof(\"sleeping %v to retry initializing Stackdriver profiler\", d)\n\t\ttime.Sleep(d)\n\t}\n\tlog.Warn(\"could not initialize Stackdriver profiler after retrying, giving up\")\n}\n\nfunc mustMapEnv(target *string, envKey string) {\n\tv := os.Getenv(envKey)\n\tif v == \"\" {\n\t\tpanic(fmt.Sprintf(\"environment variable %q not set\", envKey))\n\t}\n\t*target = v\n}\n\nfunc mustConnGRPC(ctx context.Context, conn **grpc.ClientConn, addr string) {\n\tvar err error\n\t_, cancel := context.WithTimeout(ctx, time.Second*3)\n\tdefer cancel()\n\t*conn, err = grpc.NewClient(addr,\n\t\tgrpc.WithTransportCredentials(insecure.NewCredentials()),\n\t\tgrpc.WithStatsHandler(otelgrpc.NewClientHandler()))\n\tif err != nil {\n\t\tpanic(errors.Wrapf(err, \"grpc: failed to connect %s\", addr))\n\t}\n}\n\nfunc (cs *checkoutService) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (cs *checkoutService) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (cs *checkoutService) PlaceOrder(ctx context.Context, req *pb.PlaceOrderRequest) (*pb.PlaceOrderResponse, error) {\n\tlog.Infof(\"[PlaceOrder] user_id=%q user_currency=%q\", req.UserId, req.UserCurrency)\n\n\torderID, err := uuid.NewUUID()\n\tif err != nil {\n\t\treturn nil, status.Errorf(codes.Internal, \"failed to generate order uuid\")\n\t}\n\n\tstart := time.Now()\n\tfor {\n\t\tif time.Now().Sub(start) > 500*time.Millisecond {\n\t\t\tbreak\n\t\t}\n\t}\n\n\tprep, err := cs.prepareOrderItemsAndShippingQuoteFromCart(ctx, req.UserId, req.UserCurrency, req.Address)\n\tif err != nil {\n\t\treturn nil, status.Errorf(codes.Internal, err.Error())\n\t}\n\n\ttotal := pb.Money{CurrencyCode: req.UserCurrency,\n\t\tUnits: 0,\n\t\tNanos: 0}\n\ttotal = money.Must(money.Sum(total, *prep.shippingCostLocalized))\n\tfor _, it := range prep.orderItems {\n\t\tmultPrice := money.MultiplySlow(*it.Cost, uint32(it.GetItem().GetQuantity()))\n\t\ttotal = money.Must(money.Sum(total, multPrice))\n\t}\n\n\ttxID, err := cs.chargeCard(ctx, &total, req.CreditCard)\n\tif err != nil {\n\t\treturn nil, status.Errorf(codes.Internal, \"failed to charge card: %+v\", err)\n\t}\n\tlog.Infof(\"payment went through (transaction_id: %s)\", txID)\n\n\tshippingTrackingID, err := cs.shipOrder(ctx, req.Address, prep.cartItems)\n\tif err != nil {\n\t\treturn nil, status.Errorf(codes.Unavailable, \"shipping error: %+v\", err)\n\t}\n\n\t_ = cs.emptyUserCart(ctx, req.UserId)\n\n\torderResult := &pb.OrderResult{\n\t\tOrderId: orderID.String(),\n\t\tShippingTrackingId: shippingTrackingID,\n\t\tShippingCost: prep.shippingCostLocalized,\n\t\tShippingAddress: req.Address,\n\t\tItems: prep.orderItems,\n\t}\n\n\tif err := cs.sendOrderConfirmation(ctx, req.Email, orderResult); err != nil {\n\t\tlog.Warnf(\"failed to send order confirmation to %q: %+v\", req.Email, err)\n\t} else {\n\t\tlog.Infof(\"order confirmation email sent to %q\", req.Email)\n\t}\n\tresp := &pb.PlaceOrderResponse{Order: orderResult}\n\treturn resp, nil\n}\n\ntype orderPrep struct {\n\torderItems []*pb.OrderItem\n\tcartItems []*pb.CartItem\n\tshippingCostLocalized *pb.Money\n}\n\nfunc (cs *checkoutService) prepareOrderItemsAndShippingQuoteFromCart(ctx context.Context, userID, userCurrency string, address *pb.Address) (orderPrep, error) {\n\tvar out orderPrep\n\tcartItems, err := cs.getUserCart(ctx, userID)\n\tif err != nil {\n\t\treturn out, fmt.Errorf(\"cart failure: %+v\", err)\n\t}\n\torderItems, err := cs.prepOrderItems(ctx, cartItems, userCurrency)\n\tif err != nil {\n\t\treturn out, fmt.Errorf(\"failed to prepare order: %+v\", err)\n\t}\n\tshippingUSD, err := cs.quoteShipping(ctx, address, cartItems)\n\tif err != nil {\n\t\treturn out, fmt.Errorf(\"shipping quote failure: %+v\", err)\n\t}\n\tshippingPrice, err := cs.convertCurrency(ctx, shippingUSD, userCurrency)\n\tif err != nil {\n\t\treturn out, fmt.Errorf(\"failed to convert shipping cost to currency: %+v\", err)\n\t}\n\n\tout.shippingCostLocalized = shippingPrice\n\tout.cartItems = cartItems\n\tout.orderItems = orderItems\n\treturn out, nil\n}\n\nfunc (cs *checkoutService) quoteShipping(ctx context.Context, address *pb.Address, items []*pb.CartItem) (*pb.Money, error) {\n\tshippingQuote, err := pb.NewShippingServiceClient(cs.shippingSvcConn).\n\t\tGetQuote(ctx, &pb.GetQuoteRequest{\n\t\t\tAddress: address,\n\t\t\tItems: items})\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to get shipping quote: %+v\", err)\n\t}\n\treturn shippingQuote.GetCostUsd(), nil\n}\n\nfunc (cs *checkoutService) getUserCart(ctx context.Context, userID string) ([]*pb.CartItem, error) {\n\tcart, err := pb.NewCartServiceClient(cs.cartSvcConn).GetCart(ctx, &pb.GetCartRequest{UserId: userID})\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to get user cart during checkout: %+v\", err)\n\t}\n\treturn cart.GetItems(), nil\n}\n\nfunc (cs *checkoutService) emptyUserCart(ctx context.Context, userID string) error {\n\tif _, err := pb.NewCartServiceClient(cs.cartSvcConn).EmptyCart(ctx, &pb.EmptyCartRequest{UserId: userID}); err != nil {\n\t\treturn fmt.Errorf(\"failed to empty user cart during checkout: %+v\", err)\n\t}\n\treturn nil\n}\n\nfunc (cs *checkoutService) prepOrderItems(ctx context.Context, items []*pb.CartItem, userCurrency string) ([]*pb.OrderItem, error) {\n\tout := make([]*pb.OrderItem, len(items))\n\tcl := pb.NewProductCatalogServiceClient(cs.productCatalogSvcConn)\n\n\tfor i, item := range items {\n\t\tproduct, err := cl.GetProduct(ctx, &pb.GetProductRequest{Id: item.GetProductId()})\n\t\tif err != nil {\n\t\t\treturn nil, fmt.Errorf(\"failed to get product #%q\", item.GetProductId())\n\t\t}\n\t\tprice, err := cs.convertCurrency(ctx, product.GetPriceUsd(), userCurrency)\n\t\tif err != nil {\n\t\t\treturn nil, fmt.Errorf(\"failed to convert price of %q to %s\", item.GetProductId(), userCurrency)\n\t\t}\n\t\tout[i] = &pb.OrderItem{\n\t\t\tItem: item,\n\t\t\tCost: price}\n\t}\n\treturn out, nil\n}\n\nfunc (cs *checkoutService) convertCurrency(ctx context.Context, from *pb.Money, toCurrency string) (*pb.Money, error) {\n\tresult, err := pb.NewCurrencyServiceClient(cs.currencySvcConn).Convert(context.TODO(), &pb.CurrencyConversionRequest{\n\t\tFrom: from,\n\t\tToCode: toCurrency})\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to convert currency: %+v\", err)\n\t}\n\treturn result, err\n}\n\nfunc (cs *checkoutService) chargeCard(ctx context.Context, amount *pb.Money, paymentInfo *pb.CreditCardInfo) (string, error) {\n\tpaymentResp, err := pb.NewPaymentServiceClient(cs.paymentSvcConn).Charge(ctx, &pb.ChargeRequest{\n\t\tAmount: amount,\n\t\tCreditCard: paymentInfo})\n\tif err != nil {\n\t\treturn \"\", fmt.Errorf(\"could not charge the card: %+v\", err)\n\t}\n\treturn paymentResp.GetTransactionId(), nil\n}\n\nfunc (cs *checkoutService) sendOrderConfirmation(ctx context.Context, email string, order *pb.OrderResult) error {\n\t_, err := pb.NewEmailServiceClient(cs.emailSvcConn).SendOrderConfirmation(ctx, &pb.SendOrderConfirmationRequest{\n\t\tEmail: email,\n\t\tOrder: order})\n\treturn err\n}\n\nfunc (cs *checkoutService) shipOrder(ctx context.Context, address *pb.Address, items []*pb.CartItem) (string, error) {\n\tresp, err := pb.NewShippingServiceClient(cs.shippingSvcConn).ShipOrder(ctx, &pb.ShipOrderRequest{\n\t\tAddress: address,\n\t\tItems: items})\n\tif err != nil {\n\t\treturn \"\", fmt.Errorf(\"shipment failed: %+v\", err)\n\t}\n\treturn resp.GetTrackingId(), nil\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/80/path1.json b/golden-trajectory/boutique/codedefect/80/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..9ffe3da762737d201eb3be1061e4cff1a8ad8a29 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/80/path1.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-d28lk 2/2 Running 0 5m37s\ncartservice-7c5f46fc47-l5qcd 2/2 Running 0 5m36s\ncheckoutservice-5b97d6df88-c494k 2/2 Running 0 5m38s\ncurrencyservice-5bc9dbdf66-vhw8g 2/2 Running 0 5m37s\nemailservice-c86b9b8f6-cggsx 2/2 Running 0 5m38s\nfrontend-79bb68d59d-gnpbv 2/2 Running 0 5m36s\npaymentservice-64b6c744b5-67xjh 2/2 Running 0 5m38s\nproductcatalogservice-68b9c7b49-zwvdk 2/2 Running 0 2m26s\nrecommendationservice-786899779d-8dfkh 2/2 Running 0 5m38s\nredis-cart-64b9db6f79-pnjfh 2/2 Running 0 5m38s\nshippingservice-799cbfbc76-w7svf 2/2 Running 0 5m37s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.45.25 9555/TCP 5m40s\ncartservice ClusterIP 10.68.3.174 7070/TCP 5m39s\ncheckoutservice ClusterIP 10.68.11.217 5050/TCP 5m41s\ncurrencyservice ClusterIP 10.68.213.214 7000/TCP 5m40s\nemailservice ClusterIP 10.68.58.43 5000/TCP 5m41s\nfrontend ClusterIP 10.68.5.90 80/TCP 5m40s\nfrontend-external NodePort 10.68.45.167 80:30080/TCP 5m39s\npaymentservice ClusterIP 10.68.58.84 50051/TCP 5m41s\nproductcatalogservice ClusterIP 10.68.35.180 3550/TCP 5m40s\nrecommendationservice ClusterIP 10.68.227.151 8080/TCP 5m41s\nredis-cart ClusterIP 10.68.80.209 6379/TCP 5m41s\nshippingservice ClusterIP 10.68.93.253 50051/TCP 5m40s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 3, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-19 16:51:14 ~ 2026-05-19 16:53:49', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=90.5% -> Cur=65.9% (-24.5%)']}, {'type': 'Service', 'name': 'recommendationservice', 'time_range': '2026-05-19 16:51:14 ~ 2026-05-19 16:53:49', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 567, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 5429,\n \"total_errors\": 570,\n \"total_error_ratio\": 0.105,\n \"patterns\": [\n {\n \"count\": 567,\n \"ratio\": 0.1044,\n \"sample\": \"2026-05-19T16:54:03.582527635+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = NotFound desc = no product with ID 6E92ZMYYFZ\\\",\\\"http.req.id\\\":\\\"cb3837e4-8c8a-465e-9b7f-55fa6dfbff69\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/6E92ZMYYFZ\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"de3e2533-0413-41a4-9547-cf2d00c2e09f\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T08:54:03.58244106Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T16:51:29.182415729+08:00 {\\\"error\\\":\\\"failed to get recommended product info (#1YMWWN1N4O): rpc error: code = Unavailable desc = upstream connect error or disconnect/reset before headers. reset reason: remote connection failure, transport failure reason: delayed connect error: Connection refused\\\",\\\"http.req.id\\\":\\\"87a2ac49-e237-450e-bbc6-7d24b313dfa7\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/OLJCESPC7Z\\\",\\\"message\\\":\\\"failed to get product recommendations\\\",\\\"session\\\":\\\"57c9d686-a7a4-43a1-92e5-116a26f69945\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-19T08:51:29.182266945Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T16:54:03.990532980+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"23535cce-210e-4d5a-862d-204953bad9cc\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/OLJCESPC7Z\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"57c9d686-a7a4-43a1-92e5-116a26f69945\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T08:54:03.990439573Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T16:54:03.991106489+08:00 {\\\"error\\\":\\\"could not retrieve products: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"a3f9f499-b75c-4bf7-adb5-2237f0d7eccc\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"6034e918-5e0c-45d2-972d-66fa8dde4f65\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T08:54:03.991046179Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tproductID := req.Id\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif productID == product.Id {\n\t\t\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", productID)\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", productID)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/80/path2.json b/golden-trajectory/boutique/codedefect/80/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..eaa364b80258c5e229066d405b0002742151f984 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/80/path2.json @@ -0,0 +1,64 @@ +{ + "statistics": { + "valid_tool_call_count": 9, + "total_trace_steps": 9, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetRecentLogs", + "GetErrorLogs", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-d28lk 2/2 Running 0 5m37s\ncartservice-7c5f46fc47-l5qcd 2/2 Running 0 5m36s\ncheckoutservice-5b97d6df88-c494k 2/2 Running 0 5m38s\ncurrencyservice-5bc9dbdf66-vhw8g 2/2 Running 0 5m37s\nemailservice-c86b9b8f6-cggsx 2/2 Running 0 5m38s\nfrontend-79bb68d59d-gnpbv 2/2 Running 0 5m36s\npaymentservice-64b6c744b5-67xjh 2/2 Running 0 5m38s\nproductcatalogservice-68b9c7b49-zwvdk 2/2 Running 0 2m26s\nrecommendationservice-786899779d-8dfkh 2/2 Running 0 5m38s\nredis-cart-64b9db6f79-pnjfh 2/2 Running 0 5m38s\nshippingservice-799cbfbc76-w7svf 2/2 Running 0 5m37s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.45.25 9555/TCP 5m40s\ncartservice ClusterIP 10.68.3.174 7070/TCP 5m39s\ncheckoutservice ClusterIP 10.68.11.217 5050/TCP 5m41s\ncurrencyservice ClusterIP 10.68.213.214 7000/TCP 5m40s\nemailservice ClusterIP 10.68.58.43 5000/TCP 5m41s\nfrontend ClusterIP 10.68.5.90 80/TCP 5m40s\nfrontend-external NodePort 10.68.45.167 80:30080/TCP 5m39s\npaymentservice ClusterIP 10.68.58.84 50051/TCP 5m41s\nproductcatalogservice ClusterIP 10.68.35.180 3550/TCP 5m40s\nrecommendationservice ClusterIP 10.68.227.151 8080/TCP 5m41s\nredis-cart ClusterIP 10.68.80.209 6379/TCP 5m41s\nshippingservice ClusterIP 10.68.93.253 50051/TCP 5m40s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 3, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-19 16:51:14 ~ 2026-05-19 16:53:49', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=90.5% -> Cur=65.9% (-24.5%)']}, {'type': 'Service', 'name': 'recommendationservice', 'time_range': '2026-05-19 16:51:14 ~ 2026-05-19 16:53:49', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 567, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 5429,\n \"total_errors\": 570,\n \"total_error_ratio\": 0.105,\n \"patterns\": [\n {\n \"count\": 567,\n \"ratio\": 0.1044,\n \"sample\": \"2026-05-19T16:54:03.582527635+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = NotFound desc = no product with ID 6E92ZMYYFZ\\\",\\\"http.req.id\\\":\\\"cb3837e4-8c8a-465e-9b7f-55fa6dfbff69\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/6E92ZMYYFZ\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"de3e2533-0413-41a4-9547-cf2d00c2e09f\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T08:54:03.58244106Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T16:51:29.182415729+08:00 {\\\"error\\\":\\\"failed to get recommended product info (#1YMWWN1N4O): rpc error: code = Unavailable desc = upstream connect error or disconnect/reset before headers. reset reason: remote connection failure, transport failure reason: delayed connect error: Connection refused\\\",\\\"http.req.id\\\":\\\"87a2ac49-e237-450e-bbc6-7d24b313dfa7\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/OLJCESPC7Z\\\",\\\"message\\\":\\\"failed to get product recommendations\\\",\\\"session\\\":\\\"57c9d686-a7a4-43a1-92e5-116a26f69945\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-19T08:51:29.182266945Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T16:54:03.990532980+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"23535cce-210e-4d5a-862d-204953bad9cc\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/OLJCESPC7Z\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"57c9d686-a7a4-43a1-92e5-116a26f69945\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T08:54:03.990439573Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T16:54:03.991106489+08:00 {\\\"error\\\":\\\"could not retrieve products: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"a3f9f499-b75c-4bf7-adb5-2237f0d7eccc\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"6034e918-5e0c-45d2-972d-66fa8dde4f65\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T08:54:03.991046179Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetRecentLogs", + "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "['From frontend logs:', '2026-05-19T16:54:02.596781356+08:00 {\"error\":\"could not retrieve product: rpc error: code = NotFound desc = no product with ID L9ECAV7KIM\",\"http.req.id\":\"caf2609e-6592-461b-ac6d-3b1b9d7d0bb6\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/L9ECAV7KIM\",\"message\":\"request error\",\"session\":\"dfacbb76-119a-47f2-bfa7-d2ff13e1a2e4\",\"severity\":\"error\",\"timestamp\":\"2026-05-19T08:54:02.596671005Z\"}', '2026-05-19T16:54:02.597034491+08:00 {\"http.req.id\":\"caf2609e-6592-461b-ac6d-3b1b9d7d0bb6\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/L9ECAV7KIM\",\"http.resp.bytes\":5005,\"http.resp.status\":500,\"http.resp.took_ms\":2,\"message\":\"request complete\",\"session\":\"dfacbb76-119a-47f2-bfa7-d2ff13e1a2e4\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:02.596951272Z\"}', '2026-05-19T16:54:02.612637231+08:00 {\"http.req.id\":\"c8b7f789-77b7-4857-a78d-1405e362adaa\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"message\":\"request started\",\"session\":\"67ee2905-0889-4fdb-9e7f-609bbb3d6a37\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:02.612541929Z\"}', '2026-05-19T16:54:02.612670160+08:00 {\"currency\":\"USD\",\"http.req.id\":\"c8b7f789-77b7-4857-a78d-1405e362adaa\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"id\":\"6E92ZMYYFZ\",\"message\":\"serving product page\",\"session\":\"67ee2905-0889-4fdb-9e7f-609bbb3d6a37\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:02.61257143Z\"}', '2026-05-19T16:54:02.613893520+08:00 {\"error\":\"could not retrieve product: rpc error: code = NotFound desc = no product with ID 6E92ZMYYFZ\",\"http.req.id\":\"c8b7f789-77b7-4857-a78d-1405e362adaa\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"message\":\"request error\",\"session\":\"67ee2905-0889-4fdb-9e7f-609bbb3d6a37\",\"severity\":\"error\",\"timestamp\":\"2026-05-19T08:54:02.613812748Z\"}', '2026-05-19T16:54:02.614080536+08:00 {\"http.req.id\":\"c8b7f789-77b7-4857-a78d-1405e362adaa\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"http.resp.bytes\":5005,\"http.resp.status\":500,\"http.resp.took_ms\":1,\"message\":\"request complete\",\"session\":\"67ee2905-0889-4fdb-9e7f-609bbb3d6a37\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:02.614024399Z\"}', '2026-05-19T16:54:02.851984607+08:00 {\"http.req.id\":\"e61214f8-cc4c-40ea-9155-d089ab400023\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"3d8fe333-786e-48bf-90e6-f52f6d34e62b\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:02.851873016Z\"}', '2026-05-19T16:54:02.852003898+08:00 {\"currency\":\"USD\",\"http.req.id\":\"e61214f8-cc4c-40ea-9155-d089ab400023\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"3d8fe333-786e-48bf-90e6-f52f6d34e62b\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T08:54:02.851906977Z\"}', '2026-05-19T16:54:02.867533330+08:00 env platform is either empty or invalid', '2026-05-19T16:54:02.867908911+08:00 {\"http.req.id\":\"e61214f8-cc4c-40ea-9155-d089ab400023\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"3d8fe333-786e-48bf-90e6-f52f6d34e62b\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:02.867838808Z\"}', '2026-05-19T16:54:02.870426466+08:00 {\"http.req.id\":\"e61214f8-cc4c-40ea-9155-d089ab400023\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10499,\"http.resp.status\":200,\"http.resp.took_ms\":18,\"message\":\"request complete\",\"session\":\"3d8fe333-786e-48bf-90e6-f52f6d34e62b\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:02.87035395Z\"}', '2026-05-19T16:54:02.978214315+08:00 {\"http.req.id\":\"1f2b0a5c-8f6e-48a3-8492-5c76912ed579\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"5f7d8de3-03f5-4e1d-a5b5-94cdf6f602a4\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:02.97809359Z\"}', '2026-05-19T16:54:02.978242051+08:00 {\"currency\":\"USD\",\"http.req.id\":\"1f2b0a5c-8f6e-48a3-8492-5c76912ed579\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"5f7d8de3-03f5-4e1d-a5b5-94cdf6f602a4\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T08:54:02.978138924Z\"}', '2026-05-19T16:54:02.993035314+08:00 env platform is either empty or invalid', '2026-05-19T16:54:02.993357074+08:00 {\"http.req.id\":\"1f2b0a5c-8f6e-48a3-8492-5c76912ed579\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"5f7d8de3-03f5-4e1d-a5b5-94cdf6f602a4\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:02.993293666Z\"}', '2026-05-19T16:54:02.995805080+08:00 {\"http.req.id\":\"1f2b0a5c-8f6e-48a3-8492-5c76912ed579\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10499,\"http.resp.status\":200,\"http.resp.took_ms\":17,\"message\":\"request complete\",\"session\":\"5f7d8de3-03f5-4e1d-a5b5-94cdf6f602a4\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:02.995727257Z\"}', '2026-05-19T16:54:02.996962397+08:00 {\"http.req.id\":\"ff833eeb-3cf0-4444-bce3-971b82799f0c\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/L9ECAV7KIM\",\"message\":\"request started\",\"session\":\"bd284220-9e78-4093-917d-11ec6ad02275\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:02.996899034Z\"}', '2026-05-19T16:54:02.996966897+08:00 {\"currency\":\"USD\",\"http.req.id\":\"ff833eeb-3cf0-4444-bce3-971b82799f0c\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/L9ECAV7KIM\",\"id\":\"L9ECAV7KIM\",\"message\":\"serving product page\",\"session\":\"bd284220-9e78-4093-917d-11ec6ad02275\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:02.996929478Z\"}', '2026-05-19T16:54:02.998052491+08:00 {\"error\":\"could not retrieve product: rpc error: code = NotFound desc = no product with ID L9ECAV7KIM\",\"http.req.id\":\"ff833eeb-3cf0-4444-bce3-971b82799f0c\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/L9ECAV7KIM\",\"message\":\"request error\",\"session\":\"bd284220-9e78-4093-917d-11ec6ad02275\",\"severity\":\"error\",\"timestamp\":\"2026-05-19T08:54:02.997967869Z\"}', '2026-05-19T16:54:02.998205113+08:00 {\"http.req.id\":\"ff833eeb-3cf0-4444-bce3-971b82799f0c\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/L9ECAV7KIM\",\"http.resp.bytes\":5005,\"http.resp.status\":500,\"http.resp.took_ms\":1,\"message\":\"request complete\",\"session\":\"bd284220-9e78-4093-917d-11ec6ad02275\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:02.998150647Z\"}', '2026-05-19T16:54:03.023758596+08:00 {\"http.req.id\":\"551d16f2-c883-4ade-ac2d-228c2ce13104\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"e5a366af-1812-4908-90f3-ccf87b8cb64e\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:03.023608508Z\"}', '2026-05-19T16:54:03.023771501+08:00 {\"currency\":\"USD\",\"http.req.id\":\"551d16f2-c883-4ade-ac2d-228c2ce13104\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"e5a366af-1812-4908-90f3-ccf87b8cb64e\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T08:54:03.023648478Z\"}', '2026-05-19T16:54:03.037381873+08:00 env platform is either empty or invalid', '2026-05-19T16:54:03.037687032+08:00 {\"http.req.id\":\"551d16f2-c883-4ade-ac2d-228c2ce13104\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"e5a366af-1812-4908-90f3-ccf87b8cb64e\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:03.037631879Z\"}', '2026-05-19T16:54:03.039706941+08:00 {\"http.req.id\":\"551d16f2-c883-4ade-ac2d-228c2ce13104\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10499,\"http.resp.status\":200,\"http.resp.took_ms\":15,\"message\":\"request complete\",\"session\":\"e5a366af-1812-4908-90f3-ccf87b8cb64e\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:03.039602212Z\"}', '2026-05-19T16:54:03.040500575+08:00 {\"http.req.id\":\"7e0cb3f8-66d0-48e8-b54b-c56c0a700b92\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/LS4PSXUNUM\",\"message\":\"request started\",\"session\":\"2766e82f-49ba-4c8e-a854-f0aad7af6bf8\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:03.040441085Z\"}', '2026-05-19T16:54:03.040508789+08:00 {\"currency\":\"USD\",\"http.req.id\":\"7e0cb3f8-66d0-48e8-b54b-c56c0a700b92\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/LS4PSXUNUM\",\"id\":\"LS4PSXUNUM\",\"message\":\"serving product page\",\"session\":\"2766e82f-49ba-4c8e-a854-f0aad7af6bf8\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:03.040468732Z\"}', '2026-05-19T16:54:03.041546445+08:00 {\"error\":\"could not retrieve product: rpc error: code = NotFound desc = no product with ID LS4PSXUNUM\",\"http.req.id\":\"7e0cb3f8-66d0-48e8-b54b-c56c0a700b92\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/LS4PSXUNUM\",\"message\":\"request error\",\"session\":\"2766e82f-49ba-4c8e-a854-f0aad7af6bf8\",\"severity\":\"error\",\"timestamp\":\"2026-05-19T08:54:03.041485787Z\"}', '2026-05-19T16:54:03.041726324+08:00 {\"http.req.id\":\"7e0cb3f8-66d0-48e8-b54b-c56c0a700b92\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/LS4PSXUNUM\",\"http.resp.bytes\":5005,\"http.resp.status\":500,\"http.resp.took_ms\":1,\"message\":\"request complete\",\"session\":\"2766e82f-49ba-4c8e-a854-f0aad7af6bf8\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:03.041673861Z\"}', '2026-05-19T16:54:03.164367617+08:00 {\"http.req.id\":\"b0bd8931-94ab-4256-b3d6-d757307e6dbf\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"f364ac7f-f81d-487f-9ece-d83a45651591\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:03.164253815Z\"}', '2026-05-19T16:54:03.164380977+08:00 {\"currency\":\"USD\",\"http.req.id\":\"b0bd8931-94ab-4256-b3d6-d757307e6dbf\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"f364ac7f-f81d-487f-9ece-d83a45651591\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T08:54:03.164285601Z\"}', '2026-05-19T16:54:03.179816994+08:00 env platform is either empty or invalid', '2026-05-19T16:54:03.180137868+08:00 {\"http.req.id\":\"b0bd8931-94ab-4256-b3d6-d757307e6dbf\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"f364ac7f-f81d-487f-9ece-d83a45651591\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:03.18007959Z\"}', '2026-05-19T16:54:03.182389987+08:00 {\"http.req.id\":\"b0bd8931-94ab-4256-b3d6-d757307e6dbf\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10499,\"http.resp.status\":200,\"http.resp.took_ms\":18,\"message\":\"request complete\",\"session\":\"f364ac7f-f81d-487f-9ece-d83a45651591\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:03.1823034Z\"}', '2026-05-19T16:54:03.245186307+08:00 {\"http.req.id\":\"4bac397e-cb07-4276-bacb-a71d4b6c043b\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/1YMWWN1N4O\",\"message\":\"request started\",\"session\":\"1b3a91c3-9d89-44d6-aa9a-cff94274347c\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:03.245063575Z\"}', '2026-05-19T16:54:03.245207569+08:00 {\"currency\":\"USD\",\"http.req.id\":\"4bac397e-cb07-4276-bacb-a71d4b6c043b\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/1YMWWN1N4O\",\"id\":\"1YMWWN1N4O\",\"message\":\"serving product page\",\"session\":\"1b3a91c3-9d89-44d6-aa9a-cff94274347c\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:03.245100517Z\"}', '2026-05-19T16:54:03.246685043+08:00 {\"error\":\"could not retrieve product: rpc error: code = NotFound desc = no product with ID 1YMWWN1N4O\",\"http.req.id\":\"4bac397e-cb07-4276-bacb-a71d4b6c043b\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/1YMWWN1N4O\",\"message\":\"request error\",\"session\":\"1b3a91c3-9d89-44d6-aa9a-cff94274347c\",\"severity\":\"error\",\"timestamp\":\"2026-05-19T08:54:03.246578405Z\"}', '2026-05-19T16:54:03.246950021+08:00 {\"http.req.id\":\"4bac397e-cb07-4276-bacb-a71d4b6c043b\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/1YMWWN1N4O\",\"http.resp.bytes\":5005,\"http.resp.status\":500,\"http.resp.took_ms\":1,\"message\":\"request complete\",\"session\":\"1b3a91c3-9d89-44d6-aa9a-cff94274347c\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:03.246885552Z\"}', '2026-05-19T16:54:03.581154703+08:00 {\"http.req.id\":\"cb3837e4-8c8a-465e-9b7f-55fa6dfbff69\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"message\":\"request started\",\"session\":\"de3e2533-0413-41a4-9547-cf2d00c2e09f\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:03.581016937Z\"}', '2026-05-19T16:54:03.581195565+08:00 {\"currency\":\"USD\",\"http.req.id\":\"cb3837e4-8c8a-465e-9b7f-55fa6dfbff69\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"id\":\"6E92ZMYYFZ\",\"message\":\"serving product page\",\"session\":\"de3e2533-0413-41a4-9547-cf2d00c2e09f\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:03.581058865Z\"}', '2026-05-19T16:54:03.582527635+08:00 {\"error\":\"could not retrieve product: rpc error: code = NotFound desc = no product with ID 6E92ZMYYFZ\",\"http.req.id\":\"cb3837e4-8c8a-465e-9b7f-55fa6dfbff69\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"message\":\"request error\",\"session\":\"de3e2533-0413-41a4-9547-cf2d00c2e09f\",\"severity\":\"error\",\"timestamp\":\"2026-05-19T08:54:03.58244106Z\"}', '2026-05-19T16:54:03.582735474+08:00 {\"http.req.id\":\"cb3837e4-8c8a-465e-9b7f-55fa6dfbff69\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"http.resp.bytes\":5005,\"http.resp.status\":500,\"http.resp.took_ms\":1,\"message\":\"request complete\",\"session\":\"de3e2533-0413-41a4-9547-cf2d00c2e09f\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:03.582673166Z\"}', '2026-05-19T16:54:03.987087968+08:00 {\"http.req.id\":\"a3f9f499-b75c-4bf7-adb5-2237f0d7eccc\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"6034e918-5e0c-45d2-972d-66fa8dde4f65\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:03.986981509Z\"}', '2026-05-19T16:54:03.987107034+08:00 {\"currency\":\"USD\",\"http.req.id\":\"a3f9f499-b75c-4bf7-adb5-2237f0d7eccc\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"6034e918-5e0c-45d2-972d-66fa8dde4f65\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T08:54:03.987032492Z\"}', '2026-05-19T16:54:03.987126519+08:00 {\"http.req.id\":\"23535cce-210e-4d5a-862d-204953bad9cc\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/OLJCESPC7Z\",\"message\":\"request started\",\"session\":\"57c9d686-a7a4-43a1-92e5-116a26f69945\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:03.987092589Z\"}', '2026-05-19T16:54:03.987206159+08:00 {\"currency\":\"USD\",\"http.req.id\":\"23535cce-210e-4d5a-862d-204953bad9cc\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/OLJCESPC7Z\",\"id\":\"OLJCESPC7Z\",\"message\":\"serving product page\",\"session\":\"57c9d686-a7a4-43a1-92e5-116a26f69945\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:03.987125842Z\"}', '2026-05-19T16:54:03.990532980+08:00 {\"error\":\"could not retrieve product: rpc error: code = Canceled desc = context canceled\",\"http.req.id\":\"23535cce-210e-4d5a-862d-204953bad9cc\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/OLJCESPC7Z\",\"message\":\"request error\",\"session\":\"57c9d686-a7a4-43a1-92e5-116a26f69945\",\"severity\":\"error\",\"timestamp\":\"2026-05-19T08:54:03.990439573Z\"}', '2026-05-19T16:54:03.990737072+08:00 {\"http.req.id\":\"23535cce-210e-4d5a-862d-204953bad9cc\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/OLJCESPC7Z\",\"http.resp.bytes\":4992,\"http.resp.status\":500,\"http.resp.took_ms\":3,\"message\":\"request complete\",\"session\":\"57c9d686-a7a4-43a1-92e5-116a26f69945\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:03.990688867Z\"}', '2026-05-19T16:54:03.991106489+08:00 {\"error\":\"could not retrieve products: rpc error: code = Canceled desc = context canceled\",\"http.req.id\":\"a3f9f499-b75c-4bf7-adb5-2237f0d7eccc\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request error\",\"session\":\"6034e918-5e0c-45d2-972d-66fa8dde4f65\",\"severity\":\"error\",\"timestamp\":\"2026-05-19T08:54:03.991046179Z\"}', '2026-05-19T16:54:03.991284276+08:00 {\"http.req.id\":\"a3f9f499-b75c-4bf7-adb5-2237f0d7eccc\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":4989,\"http.resp.status\":500,\"http.resp.took_ms\":4,\"message\":\"request complete\",\"session\":\"6034e918-5e0c-45d2-972d-66fa8dde4f65\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T08:54:03.991226432Z\"}', '', 'From istio-proxy logs:', '2026-05-19T08:48:16.621706Z\\tinfo\\tFLAG: --proxyLogLevel=\"warning\"', '2026-05-19T08:48:16.621708Z\\tinfo\\tFLAG: --serviceCluster=\"istio-proxy\"', '2026-05-19T08:48:16.621710Z\\tinfo\\tFLAG: --stsPort=\"0\"', '2026-05-19T08:48:16.621712Z\\tinfo\\tFLAG: --templateFile=\"\"', '2026-05-19T08:48:16.621714Z\\tinfo\\tFLAG: --tokenManagerPlugin=\"\"', '2026-05-19T08:48:16.621717Z\\tinfo\\tFLAG: --vklog=\"0\"', '2026-05-19T08:48:16.621723Z\\tinfo\\tVersion 1.27.3-df538c2279a633544e6c0961a03ab772729933be-Clean', '2026-05-19T08:48:16.621856Z\\tinfo\\tProxy role\\tips=[172.20.1.145] type=sidecar id=frontend-79bb68d59d-gnpbv.boutique domain=boutique.svc.cluster.local', '2026-05-19T08:48:16.621904Z\\tinfo\\tApply proxy config from env {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}', '2026-05-19T08:48:16.623181Z\\tinfo\\tcpu limit detected as 2, setting concurrency', '2026-05-19T08:48:16.623382Z\\tinfo\\tEffective config: binaryPath: /usr/local/bin/envoy', 'concurrency: 2', 'configPath: ./etc/istio/proxy', 'controlPlaneAuthPolicy: MUTUAL_TLS', 'discoveryAddress: istiod.istio-system.svc:15012', 'drainDuration: 45s', 'image:', 'imageType: distroless', 'proxyAdminPort: 15000', 'proxyMetadata:', 'ISTIO_META_ENABLE_HBONE: \"true\"', 'serviceCluster: istio-proxy', 'statNameLength: 189', 'statusPort: 15020', 'terminationDrainDuration: 5s', '2026-05-19T08:48:16.623389Z\\tinfo\\tJWT policy is third-party-jwt', '2026-05-19T08:48:16.623392Z\\tinfo\\tusing credential fetcher of JWT type in cluster.local trust domain', '2026-05-19T08:48:16.658576Z\\tinfo\\tStarting default Istio SDS Server', '2026-05-19T08:48:16.658602Z\\tinfo\\tCA Endpoint istiod.istio-system.svc:15012, provider Citadel', '2026-05-19T08:48:16.658622Z\\tinfo\\tUsing CA istiod.istio-system.svc:15012 cert with certs: var/run/secrets/istio/root-cert.pem', '2026-05-19T08:48:16.659049Z\\tinfo\\tOpening status port 15020', '2026-05-19T08:48:16.660185Z\\tinfo\\txdsproxy\\tInitializing with upstream address \"istiod.istio-system.svc:15012\" and cluster \"Kubernetes\"', '2026-05-19T08:48:16.661329Z\\tinfo\\tPilot SAN: [istiod.istio-system.svc]', '2026-05-19T08:48:16.662141Z\\tinfo\\tStarting proxy agent', '2026-05-19T08:48:16.662182Z\\tinfo\\tEnvoy command: [-c etc/istio/proxy/envoy-rev.json --drain-time-s 45 --drain-strategy immediate --local-address-ip-version v4 --file-flush-interval-msec 1000 --disable-hot-restart --allow-unknown-static-fields -l warning --component-log-level misc:error --skip-deprecated-logs --concurrency 2]', '2026-05-19T08:48:16.664356Z\\tinfo\\tsds\\tStarting SDS grpc server', '2026-05-19T08:48:16.664385Z\\tinfo\\tsds\\tStarting SDS server for workload certificates, will listen on \"var/run/secrets/workload-spiffe-uds/socket\"', '2026-05-19T08:48:16.722828Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:905\\tUsage of the deprecated runtime key overload.global_downstream_max_connections, consider switching to `envoy.resource_monitors.global_downstream_max_connections` instead.This runtime key will be removed in future.\\tthread=14', '2026-05-19T08:48:16.723899Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:1001\\tThere is no configured limit to the number of allowed active downstream connections. Configure a limit in `envoy.resource_monitors.global_downstream_max_connections` resource monitor.\\tthread=14', '2026-05-19T08:48:16.729365Z\\tinfo\\txdsproxy\\tconnected to delta upstream XDS server: istiod.istio-system.svc:15012\\tid=1', '2026-05-19T08:48:16.769772Z\\tinfo\\tads\\tADS: new connection for node:1', '2026-05-19T08:48:16.770780Z\\tinfo\\tads\\tADS: new connection for node:2', '2026-05-19T08:48:16.899074Z\\tinfo\\tcache\\tgenerated new workload certificate\\tresourceName=default latency=238.713203ms ttl=23h59m59.100929061s', '2026-05-19T08:48:16.899110Z\\tinfo\\tcache\\tRoot cert has changed, start rotating root cert', '2026-05-19T08:48:16.899144Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.1008567s', '2026-05-19T08:48:16.899157Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.100848009s', '2026-05-19T08:48:16.899196Z\\tinfo\\tcache\\treturned workload certificate from cache\\tttl=23h59m59.100804664s', '2026-05-19T08:48:16.899578Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.100422395s', '2026-05-19T08:48:18.429040Z\\tinfo\\tReadiness succeeded in 1.810986889s', '2026-05-19T08:48:18.429331Z\\tinfo\\tEnvoy proxy is ready']" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'productcatalogservice'}", + "output": "No error logs found for productcatalogservice in boutique namespace." + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tproductID := req.Id\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif productID == product.Id {\n\t\t\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", productID)\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", productID)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/81/path1.json b/golden-trajectory/boutique/codedefect/81/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..7644200cfd150f5f4e7c11fc6b226ccd9e3c967c --- /dev/null +++ b/golden-trajectory/boutique/codedefect/81/path1.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-tlzfg 2/2 Running 0 5m37s\ncartservice-7c5f46fc47-f252s 2/2 Running 0 5m37s\ncheckoutservice-5b97d6df88-kv8rb 2/2 Running 0 5m37s\ncurrencyservice-5bc9dbdf66-r22vl 2/2 Running 0 5m37s\nemailservice-c86b9b8f6-sgv6t 2/2 Running 0 5m36s\nfrontend-79bb68d59d-sfdcg 2/2 Running 0 5m36s\npaymentservice-64b6c744b5-982hn 2/2 Running 0 5m36s\nproductcatalogservice-bfb6d56f-p7dhz 2/2 Running 0 2m26s\nrecommendationservice-786899779d-gznv5 2/2 Running 0 5m36s\nredis-cart-64b9db6f79-t5l92 2/2 Running 0 5m35s\nshippingservice-799cbfbc76-29tcx 2/2 Running 0 5m35s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.113.86 9555/TCP 5m40s\ncartservice ClusterIP 10.68.83.112 7070/TCP 5m40s\ncheckoutservice ClusterIP 10.68.91.253 5050/TCP 5m40s\ncurrencyservice ClusterIP 10.68.242.43 7000/TCP 5m40s\nemailservice ClusterIP 10.68.114.97 5000/TCP 5m40s\nfrontend ClusterIP 10.68.104.246 80/TCP 5m39s\nfrontend-external NodePort 10.68.99.182 80:30080/TCP 5m39s\npaymentservice ClusterIP 10.68.199.204 50051/TCP 5m39s\nproductcatalogservice ClusterIP 10.68.175.87 3550/TCP 5m39s\nrecommendationservice ClusterIP 10.68.79.187 8080/TCP 5m39s\nredis-cart ClusterIP 10.68.185.68 6379/TCP 5m38s\nshippingservice ClusterIP 10.68.54.24 50051/TCP 5m38s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 1, 'alerts': [{'type': 'Service', 'name': 'productcatalogservice', 'time_range': '2026-05-18 18:18:09 ~ 2026-05-18 18:20:44', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.02 cores (+811.7%)', 'FILESYSTEM_WRITE_SURGE [fs_write_bytes] | Normal=0.00B/s -> Current=83767.90B/s (New Spike) | Peak=213689.87B/s']}]}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tf, err := os.Create(\"/tmp/tmp.csv\")\n\tif err == nil {\n\t\tw := csv.NewWriter(f)\n\t\tfor i := 0; i < 30000; i++ {\n\t\t\tw.Write([]string{\"Timestamp,Node,Pod,Container,Log\"})\n\t\t}\n\t\tw.Flush()\n\t\tf.Close()\n\t\tos.Remove(\"/tmp/tmp.csv\")\n\t}\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif req.Id == product.Id {\n\t\t\treturn product, nil\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", req.Id)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/81/path2.json b/golden-trajectory/boutique/codedefect/81/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..d526f0d87dd8de2538cdbd5d48dc9995ea88700f --- /dev/null +++ b/golden-trajectory/boutique/codedefect/81/path2.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-tlzfg 2/2 Running 0 5m37s\ncartservice-7c5f46fc47-f252s 2/2 Running 0 5m37s\ncheckoutservice-5b97d6df88-kv8rb 2/2 Running 0 5m37s\ncurrencyservice-5bc9dbdf66-r22vl 2/2 Running 0 5m37s\nemailservice-c86b9b8f6-sgv6t 2/2 Running 0 5m36s\nfrontend-79bb68d59d-sfdcg 2/2 Running 0 5m36s\npaymentservice-64b6c744b5-982hn 2/2 Running 0 5m36s\nproductcatalogservice-bfb6d56f-p7dhz 2/2 Running 0 2m26s\nrecommendationservice-786899779d-gznv5 2/2 Running 0 5m36s\nredis-cart-64b9db6f79-t5l92 2/2 Running 0 5m35s\nshippingservice-799cbfbc76-29tcx 2/2 Running 0 5m35s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.113.86 9555/TCP 5m40s\ncartservice ClusterIP 10.68.83.112 7070/TCP 5m40s\ncheckoutservice ClusterIP 10.68.91.253 5050/TCP 5m40s\ncurrencyservice ClusterIP 10.68.242.43 7000/TCP 5m40s\nemailservice ClusterIP 10.68.114.97 5000/TCP 5m40s\nfrontend ClusterIP 10.68.104.246 80/TCP 5m39s\nfrontend-external NodePort 10.68.99.182 80:30080/TCP 5m39s\npaymentservice ClusterIP 10.68.199.204 50051/TCP 5m39s\nproductcatalogservice ClusterIP 10.68.175.87 3550/TCP 5m39s\nrecommendationservice ClusterIP 10.68.79.187 8080/TCP 5m39s\nredis-cart ClusterIP 10.68.185.68 6379/TCP 5m38s\nshippingservice ClusterIP 10.68.54.24 50051/TCP 5m38s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 1, 'alerts': [{'type': 'Service', 'name': 'productcatalogservice', 'time_range': '2026-05-18 18:18:09 ~ 2026-05-18 18:20:44', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.02 cores (+811.7%)', 'FILESYSTEM_WRITE_SURGE [fs_write_bytes] | Normal=0.00B/s -> Current=83767.90B/s (New Spike) | Peak=213689.87B/s']}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "No error logs found for frontend in boutique namespace." + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tf, err := os.Create(\"/tmp/tmp.csv\")\n\tif err == nil {\n\t\tw := csv.NewWriter(f)\n\t\tfor i := 0; i < 30000; i++ {\n\t\t\tw.Write([]string{\"Timestamp,Node,Pod,Container,Log\"})\n\t\t}\n\t\tw.Flush()\n\t\tf.Close()\n\t\tos.Remove(\"/tmp/tmp.csv\")\n\t}\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif req.Id == product.Id {\n\t\t\treturn product, nil\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", req.Id)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/82/path1.json b/golden-trajectory/boutique/codedefect/82/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..c572205cc10591f8065feccb41bae977dc4e5a8f --- /dev/null +++ b/golden-trajectory/boutique/codedefect/82/path1.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-m776x 2/2 Running 0 5m38s\ncartservice-7c5f46fc47-22pnp 2/2 Running 0 5m37s\ncheckoutservice-5b97d6df88-9b2jk 2/2 Running 0 5m37s\ncurrencyservice-5bc9dbdf66-bgkzk 2/2 Running 0 5m38s\nemailservice-c86b9b8f6-fqtrv 2/2 Running 0 5m37s\nfrontend-79bb68d59d-fnvsp 2/2 Running 0 5m37s\npaymentservice-64b6c744b5-klbsd 2/2 Running 0 5m38s\nproductcatalogservice-bfb6d56f-n75l8 2/2 Running 0 2m26s\nrecommendationservice-786899779d-8qdbk 2/2 Running 0 5m38s\nredis-cart-64b9db6f79-wmbwb 2/2 Running 0 5m38s\nshippingservice-799cbfbc76-t2n8f 2/2 Running 0 5m39s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.105.179 9555/TCP 5m41s\ncartservice ClusterIP 10.68.1.180 7070/TCP 5m40s\ncheckoutservice ClusterIP 10.68.7.215 5050/TCP 5m40s\ncurrencyservice ClusterIP 10.68.68.36 7000/TCP 5m41s\nemailservice ClusterIP 10.68.148.42 5000/TCP 5m40s\nfrontend ClusterIP 10.68.186.126 80/TCP 5m40s\nfrontend-external NodePort 10.68.44.124 80:30080/TCP 5m40s\npaymentservice ClusterIP 10.68.46.222 50051/TCP 5m41s\nproductcatalogservice ClusterIP 10.68.23.239 3550/TCP 5m39s\nrecommendationservice ClusterIP 10.68.88.224 8080/TCP 5m41s\nredis-cart ClusterIP 10.68.33.4 6379/TCP 5m41s\nshippingservice ClusterIP 10.68.49.190 50051/TCP 5m42s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 1, 'alerts': [{'type': 'Service', 'name': 'productcatalogservice', 'time_range': '2026-05-19 11:19:31 ~ 2026-05-19 11:22:06', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.02 cores (+833.9%)', 'FILESYSTEM_WRITE_SURGE [fs_write_bytes] | Normal=0.00B/s -> Current=50200.70B/s (New Spike) | Peak=112064.67B/s']}]}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tf, err := os.Create(\"/tmp/tmp.csv\")\n\tif err == nil {\n\t\tw := csv.NewWriter(f)\n\t\tfor i := 0; i < 30000; i++ {\n\t\t\tw.Write([]string{\"Timestamp,Node,Pod,Container,Log\"})\n\t\t}\n\t\tw.Flush()\n\t\tf.Close()\n\t\tos.Remove(\"/tmp/tmp.csv\")\n\t}\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif req.Id == product.Id {\n\t\t\treturn product, nil\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", req.Id)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/82/path2.json b/golden-trajectory/boutique/codedefect/82/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..e82f66bbc6db99a816c7fd566c5b8141218231b7 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/82/path2.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-m776x 2/2 Running 0 5m38s\ncartservice-7c5f46fc47-22pnp 2/2 Running 0 5m37s\ncheckoutservice-5b97d6df88-9b2jk 2/2 Running 0 5m37s\ncurrencyservice-5bc9dbdf66-bgkzk 2/2 Running 0 5m38s\nemailservice-c86b9b8f6-fqtrv 2/2 Running 0 5m37s\nfrontend-79bb68d59d-fnvsp 2/2 Running 0 5m37s\npaymentservice-64b6c744b5-klbsd 2/2 Running 0 5m38s\nproductcatalogservice-bfb6d56f-n75l8 2/2 Running 0 2m26s\nrecommendationservice-786899779d-8qdbk 2/2 Running 0 5m38s\nredis-cart-64b9db6f79-wmbwb 2/2 Running 0 5m38s\nshippingservice-799cbfbc76-t2n8f 2/2 Running 0 5m39s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.105.179 9555/TCP 5m41s\ncartservice ClusterIP 10.68.1.180 7070/TCP 5m40s\ncheckoutservice ClusterIP 10.68.7.215 5050/TCP 5m40s\ncurrencyservice ClusterIP 10.68.68.36 7000/TCP 5m41s\nemailservice ClusterIP 10.68.148.42 5000/TCP 5m40s\nfrontend ClusterIP 10.68.186.126 80/TCP 5m40s\nfrontend-external NodePort 10.68.44.124 80:30080/TCP 5m40s\npaymentservice ClusterIP 10.68.46.222 50051/TCP 5m41s\nproductcatalogservice ClusterIP 10.68.23.239 3550/TCP 5m39s\nrecommendationservice ClusterIP 10.68.88.224 8080/TCP 5m41s\nredis-cart ClusterIP 10.68.33.4 6379/TCP 5m41s\nshippingservice ClusterIP 10.68.49.190 50051/TCP 5m42s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 1, 'alerts': [{'type': 'Service', 'name': 'productcatalogservice', 'time_range': '2026-05-19 11:19:31 ~ 2026-05-19 11:22:06', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.02 cores (+833.9%)', 'FILESYSTEM_WRITE_SURGE [fs_write_bytes] | Normal=0.00B/s -> Current=50200.70B/s (New Spike) | Peak=112064.67B/s']}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 4649,\n \"total_errors\": 1,\n \"total_error_ratio\": 0.0002,\n \"patterns\": [\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T11:19:46.833477462+08:00 {\\\"error\\\":\\\"could not retrieve products: rpc error: code = Unavailable desc = upstream connect error or disconnect/reset before headers. reset reason: remote connection failure, transport failure reason: delayed connect error: Connection refused\\\",\\\"http.req.id\\\":\\\"8b3690c1-8387-4791-9b62-3e6a7292b892\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"a9fde839-7b50-49f6-8023-0d58ddd31140\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T03:19:46.833346943Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tf, err := os.Create(\"/tmp/tmp.csv\")\n\tif err == nil {\n\t\tw := csv.NewWriter(f)\n\t\tfor i := 0; i < 30000; i++ {\n\t\t\tw.Write([]string{\"Timestamp,Node,Pod,Container,Log\"})\n\t\t}\n\t\tw.Flush()\n\t\tf.Close()\n\t\tos.Remove(\"/tmp/tmp.csv\")\n\t}\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif req.Id == product.Id {\n\t\t\treturn product, nil\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", req.Id)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/83/path1.json b/golden-trajectory/boutique/codedefect/83/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..590552ae5932cebfe5e15d249ad544aa64a314a1 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/83/path1.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-4fdv2 2/2 Running 0 5m37s\ncartservice-7c5f46fc47-vzps8 2/2 Running 0 5m36s\ncheckoutservice-5b97d6df88-f6lvc 2/2 Running 0 5m36s\ncurrencyservice-5bc9dbdf66-658nr 2/2 Running 0 5m36s\nemailservice-c86b9b8f6-9zdmb 2/2 Running 0 5m36s\nfrontend-79bb68d59d-skpt6 2/2 Running 0 5m37s\npaymentservice-64b6c744b5-xrzw5 2/2 Running 0 5m37s\nproductcatalogservice-bfb6d56f-8v9xt 2/2 Running 0 2m25s\nrecommendationservice-786899779d-krb72 2/2 Running 0 5m38s\nredis-cart-64b9db6f79-brxjx 2/2 Running 0 5m38s\nshippingservice-799cbfbc76-lh2nv 2/2 Running 0 5m37s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.98.78 9555/TCP 5m40s\ncartservice ClusterIP 10.68.203.75 7070/TCP 5m39s\ncheckoutservice ClusterIP 10.68.234.251 5050/TCP 5m40s\ncurrencyservice ClusterIP 10.68.252.77 7000/TCP 5m39s\nemailservice ClusterIP 10.68.98.32 5000/TCP 5m39s\nfrontend ClusterIP 10.68.88.4 80/TCP 5m40s\nfrontend-external NodePort 10.68.186.212 80:30080/TCP 5m40s\npaymentservice ClusterIP 10.68.11.161 50051/TCP 5m40s\nproductcatalogservice ClusterIP 10.68.223.12 3550/TCP 5m41s\nrecommendationservice ClusterIP 10.68.195.180 8080/TCP 5m41s\nredis-cart ClusterIP 10.68.24.188 6379/TCP 5m41s\nshippingservice ClusterIP 10.68.184.129 50051/TCP 5m40s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 1, 'alerts': [{'type': 'Service', 'name': 'productcatalogservice', 'time_range': '2026-05-19 13:37:52 ~ 2026-05-19 13:40:27', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.02 cores (+857.6%)', 'FILESYSTEM_WRITE_SURGE [fs_write_bytes] | Normal=0.00B/s -> Current=130908.56B/s (New Spike) | Peak=365007.86B/s']}]}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tf, err := os.Create(\"/tmp/tmp.csv\")\n\tif err == nil {\n\t\tw := csv.NewWriter(f)\n\t\tfor i := 0; i < 30000; i++ {\n\t\t\tw.Write([]string{\"Timestamp,Node,Pod,Container,Log\"})\n\t\t}\n\t\tw.Flush()\n\t\tf.Close()\n\t\tos.Remove(\"/tmp/tmp.csv\")\n\t}\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif req.Id == product.Id {\n\t\t\treturn product, nil\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", req.Id)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/83/path2.json b/golden-trajectory/boutique/codedefect/83/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..e360ac7d7af78408506ff23d9d093485eaf3aa69 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/83/path2.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-4fdv2 2/2 Running 0 5m37s\ncartservice-7c5f46fc47-vzps8 2/2 Running 0 5m36s\ncheckoutservice-5b97d6df88-f6lvc 2/2 Running 0 5m36s\ncurrencyservice-5bc9dbdf66-658nr 2/2 Running 0 5m36s\nemailservice-c86b9b8f6-9zdmb 2/2 Running 0 5m36s\nfrontend-79bb68d59d-skpt6 2/2 Running 0 5m37s\npaymentservice-64b6c744b5-xrzw5 2/2 Running 0 5m37s\nproductcatalogservice-bfb6d56f-8v9xt 2/2 Running 0 2m25s\nrecommendationservice-786899779d-krb72 2/2 Running 0 5m38s\nredis-cart-64b9db6f79-brxjx 2/2 Running 0 5m38s\nshippingservice-799cbfbc76-lh2nv 2/2 Running 0 5m37s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.98.78 9555/TCP 5m40s\ncartservice ClusterIP 10.68.203.75 7070/TCP 5m39s\ncheckoutservice ClusterIP 10.68.234.251 5050/TCP 5m40s\ncurrencyservice ClusterIP 10.68.252.77 7000/TCP 5m39s\nemailservice ClusterIP 10.68.98.32 5000/TCP 5m39s\nfrontend ClusterIP 10.68.88.4 80/TCP 5m40s\nfrontend-external NodePort 10.68.186.212 80:30080/TCP 5m40s\npaymentservice ClusterIP 10.68.11.161 50051/TCP 5m40s\nproductcatalogservice ClusterIP 10.68.223.12 3550/TCP 5m41s\nrecommendationservice ClusterIP 10.68.195.180 8080/TCP 5m41s\nredis-cart ClusterIP 10.68.24.188 6379/TCP 5m41s\nshippingservice ClusterIP 10.68.184.129 50051/TCP 5m40s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 1, 'alerts': [{'type': 'Service', 'name': 'productcatalogservice', 'time_range': '2026-05-19 13:37:52 ~ 2026-05-19 13:40:27', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.02 cores (+857.6%)', 'FILESYSTEM_WRITE_SURGE [fs_write_bytes] | Normal=0.00B/s -> Current=130908.56B/s (New Spike) | Peak=365007.86B/s']}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 4835,\n \"total_errors\": 2,\n \"total_error_ratio\": 0.0004,\n \"patterns\": [\n {\n \"count\": 2,\n \"ratio\": 0.0004,\n \"sample\": \"2026-05-19T13:40:42.303780818+08:00 {\\\"error\\\":\\\"could not retrieve currencies: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"7e7dc37f-22de-47bf-a46e-e6b0ebe61c7a\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"c685c1e4-ed81-405b-b665-ea703fa03189\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T05:40:42.303717793Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tf, err := os.Create(\"/tmp/tmp.csv\")\n\tif err == nil {\n\t\tw := csv.NewWriter(f)\n\t\tfor i := 0; i < 30000; i++ {\n\t\t\tw.Write([]string{\"Timestamp,Node,Pod,Container,Log\"})\n\t\t}\n\t\tw.Flush()\n\t\tf.Close()\n\t\tos.Remove(\"/tmp/tmp.csv\")\n\t}\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif req.Id == product.Id {\n\t\t\treturn product, nil\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", req.Id)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/84/path1.json b/golden-trajectory/boutique/codedefect/84/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..37a0fe274d2d35ce1f64b68d0d3f71e144def28f --- /dev/null +++ b/golden-trajectory/boutique/codedefect/84/path1.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-qjnkm 2/2 Running 0 5m38s\ncartservice-7c5f46fc47-hp9ph 2/2 Running 0 5m38s\ncheckoutservice-5b97d6df88-74zrm 2/2 Running 0 5m39s\ncurrencyservice-5bc9dbdf66-dqcqx 2/2 Running 0 5m38s\nemailservice-c86b9b8f6-z548l 2/2 Running 0 5m40s\nfrontend-79bb68d59d-2t6fl 2/2 Running 0 5m40s\npaymentservice-64b6c744b5-gmsmm 2/2 Running 0 5m39s\nproductcatalogservice-bfb6d56f-lch4q 2/2 Running 0 2m26s\nrecommendationservice-786899779d-jwsd9 2/2 Running 0 5m39s\nredis-cart-64b9db6f79-zlh5w 2/2 Running 0 5m38s\nshippingservice-799cbfbc76-6qpvl 2/2 Running 0 5m39s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.234.102 9555/TCP 5m41s\ncartservice ClusterIP 10.68.82.252 7070/TCP 5m41s\ncheckoutservice ClusterIP 10.68.144.151 5050/TCP 5m42s\ncurrencyservice ClusterIP 10.68.47.217 7000/TCP 5m41s\nemailservice ClusterIP 10.68.1.62 5000/TCP 5m43s\nfrontend ClusterIP 10.68.150.16 80/TCP 5m43s\nfrontend-external NodePort 10.68.112.211 80:30080/TCP 5m43s\npaymentservice ClusterIP 10.68.197.170 50051/TCP 5m42s\nproductcatalogservice ClusterIP 10.68.199.171 3550/TCP 5m41s\nrecommendationservice ClusterIP 10.68.248.145 8080/TCP 5m42s\nredis-cart ClusterIP 10.68.143.13 6379/TCP 5m41s\nshippingservice ClusterIP 10.68.151.8 50051/TCP 5m42s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 1, 'alerts': [{'type': 'Service', 'name': 'productcatalogservice', 'time_range': '2026-05-19 15:56:11 ~ 2026-05-19 15:58:46', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.02 cores (+783.2%)', 'FILESYSTEM_WRITE_SURGE [fs_write_bytes] | Normal=0.00B/s -> Current=144055.34B/s (New Spike) | Peak=292748.64B/s']}]}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tf, err := os.Create(\"/tmp/tmp.csv\")\n\tif err == nil {\n\t\tw := csv.NewWriter(f)\n\t\tfor i := 0; i < 30000; i++ {\n\t\t\tw.Write([]string{\"Timestamp,Node,Pod,Container,Log\"})\n\t\t}\n\t\tw.Flush()\n\t\tf.Close()\n\t\tos.Remove(\"/tmp/tmp.csv\")\n\t}\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif req.Id == product.Id {\n\t\t\treturn product, nil\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", req.Id)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/84/path2.json b/golden-trajectory/boutique/codedefect/84/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..2d7cbd15dc774938d1a076ac0676d99340abb6e6 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/84/path2.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-qjnkm 2/2 Running 0 5m38s\ncartservice-7c5f46fc47-hp9ph 2/2 Running 0 5m38s\ncheckoutservice-5b97d6df88-74zrm 2/2 Running 0 5m39s\ncurrencyservice-5bc9dbdf66-dqcqx 2/2 Running 0 5m38s\nemailservice-c86b9b8f6-z548l 2/2 Running 0 5m40s\nfrontend-79bb68d59d-2t6fl 2/2 Running 0 5m40s\npaymentservice-64b6c744b5-gmsmm 2/2 Running 0 5m39s\nproductcatalogservice-bfb6d56f-lch4q 2/2 Running 0 2m26s\nrecommendationservice-786899779d-jwsd9 2/2 Running 0 5m39s\nredis-cart-64b9db6f79-zlh5w 2/2 Running 0 5m38s\nshippingservice-799cbfbc76-6qpvl 2/2 Running 0 5m39s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.234.102 9555/TCP 5m41s\ncartservice ClusterIP 10.68.82.252 7070/TCP 5m41s\ncheckoutservice ClusterIP 10.68.144.151 5050/TCP 5m42s\ncurrencyservice ClusterIP 10.68.47.217 7000/TCP 5m41s\nemailservice ClusterIP 10.68.1.62 5000/TCP 5m43s\nfrontend ClusterIP 10.68.150.16 80/TCP 5m43s\nfrontend-external NodePort 10.68.112.211 80:30080/TCP 5m43s\npaymentservice ClusterIP 10.68.197.170 50051/TCP 5m42s\nproductcatalogservice ClusterIP 10.68.199.171 3550/TCP 5m41s\nrecommendationservice ClusterIP 10.68.248.145 8080/TCP 5m42s\nredis-cart ClusterIP 10.68.143.13 6379/TCP 5m41s\nshippingservice ClusterIP 10.68.151.8 50051/TCP 5m42s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 1, 'alerts': [{'type': 'Service', 'name': 'productcatalogservice', 'time_range': '2026-05-19 15:56:11 ~ 2026-05-19 15:58:46', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.02 cores (+783.2%)', 'FILESYSTEM_WRITE_SURGE [fs_write_bytes] | Normal=0.00B/s -> Current=144055.34B/s (New Spike) | Peak=292748.64B/s']}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 4779,\n \"total_errors\": 1,\n \"total_error_ratio\": 0.0002,\n \"patterns\": [\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T15:56:26.654017478+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Unavailable desc = upstream connect error or disconnect/reset before headers. reset reason: remote connection failure, transport failure reason: delayed connect error: Connection refused\\\",\\\"http.req.id\\\":\\\"145c17f1-3e73-4357-866a-02d7fcc27e2f\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/1YMWWN1N4O\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"ef08b8eb-8e82-416a-82ed-997d1fed42c9\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T07:56:26.653914703Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'productcatalogservice'}", + "output": "{\n \"service\": \"productcatalogservice\",\n \"root\": \"code/productcatalogservice\",\n \"files\": [\n {\n \"path\": \"catalog_loader.go\",\n \"description\": \"product catalog file loading and JSON parsing into in-memory product data.\"\n },\n {\n \"path\": \"product_catalog.go\",\n \"description\": \"product catalog gRPC business API for listing products, getting one product, and searching products.\"\n },\n {\n \"path\": \"server.go\",\n \"description\": \"product catalog service process entrypoint, gRPC server setup, environment configuration, health checks, and observability setup.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'productcatalogservice', file_path: 'product_catalog.go'}", + "output": "// Copyright 2023 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"context\"\n\t\"strings\"\n\t\"time\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/productcatalogservice/genproto\"\n\t\"google.golang.org/grpc/codes\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\t\"google.golang.org/grpc/status\"\n)\n\ntype productCatalog struct {\n\tpb.UnimplementedProductCatalogServiceServer\n\tcatalog pb.ListProductsResponse\n}\n\nfunc (p *productCatalog) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (p *productCatalog) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (p *productCatalog) ListProducts(context.Context, *pb.Empty) (*pb.ListProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tf, err := os.Create(\"/tmp/tmp.csv\")\n\tif err == nil {\n\t\tw := csv.NewWriter(f)\n\t\tfor i := 0; i < 30000; i++ {\n\t\t\tw.Write([]string{\"Timestamp,Node,Pod,Container,Log\"})\n\t\t}\n\t\tw.Flush()\n\t\tf.Close()\n\t\tos.Remove(\"/tmp/tmp.csv\")\n\t}\n\n\treturn &pb.ListProductsResponse{Products: p.parseCatalog()}, nil\n}\n\nfunc (p *productCatalog) GetProduct(ctx context.Context, req *pb.GetProductRequest) (*pb.Product, error) {\n\ttime.Sleep(extraLatency)\n\n\tcatalog := p.parseCatalog()\n\tfor _, product := range catalog {\n\t\tif req.Id == product.Id {\n\t\t\treturn product, nil\n\t\t}\n\t}\n\n\treturn nil, status.Errorf(codes.NotFound, \"no product with ID %s\", req.Id)\n}\n\nfunc (p *productCatalog) SearchProducts(ctx context.Context, req *pb.SearchProductsRequest) (*pb.SearchProductsResponse, error) {\n\ttime.Sleep(extraLatency)\n\n\tvar ps []*pb.Product\n\tfor _, product := range p.parseCatalog() {\n\t\tif strings.Contains(strings.ToLower(product.Name), strings.ToLower(req.Query)) ||\n\t\t\tstrings.Contains(strings.ToLower(product.Description), strings.ToLower(req.Query)) {\n\t\t\tps = append(ps, product)\n\t\t}\n\t}\n\n\treturn &pb.SearchProductsResponse{Results: ps}, nil\n}\n\nfunc (p *productCatalog) parseCatalog() []*pb.Product {\n\tif reloadCatalog || len(p.catalog.Products) == 0 {\n\t\terr := loadCatalog(&p.catalog)\n\t\tif err != nil {\n\t\t\treturn []*pb.Product{}\n\t\t}\n\t}\n\n\treturn p.catalog.Products\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/85/path1.json b/golden-trajectory/boutique/codedefect/85/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..994f002ec3a4578252d4465361aa1ffa7cb08706 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/85/path1.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-kqq58 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-x2hqr 2/2 Running 0 5m42s\ncheckoutservice-5b97d6df88-kzxqx 2/2 Running 0 5m42s\ncurrencyservice-5bc9dbdf66-k4hp9 2/2 Running 0 5m41s\nemailservice-c86b9b8f6-l95tz 2/2 Running 0 5m41s\nfrontend-79bb68d59d-qz54x 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-vx9h8 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-vgkwv 2/2 Running 0 5m40s\nrecommendationservice-786899779d-lkwm5 2/2 Running 0 5m40s\nredis-cart-64b9db6f79-frkt9 2/2 Running 0 5m40s\nshippingservice-85588b6c75-pqgjw 2/2 Running 0 2m31s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.145.232 9555/TCP 5m45s\ncartservice ClusterIP 10.68.95.248 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.142.84 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.175.138 7000/TCP 5m44s\nemailservice ClusterIP 10.68.78.114 5000/TCP 5m44s\nfrontend ClusterIP 10.68.241.75 80/TCP 5m44s\nfrontend-external NodePort 10.68.209.198 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.161.131 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.78.135 3550/TCP 5m43s\nrecommendationservice ClusterIP 10.68.208.47 8080/TCP 5m43s\nredis-cart ClusterIP 10.68.106.45 6379/TCP 5m43s\nshippingservice ClusterIP 10.68.21.83 50051/TCP 5m43s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-18 19:20:11 ~ 2026-05-18 19:22:46', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=1.218s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.14 cores (+14130.8%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=0.42ms -> Current=798.72ms (+190070.2%) | Peak=827.47ms | p90latency: Normal=4.08ms -> Current=1580.22ms (+38611.9%) | Peak=1865.91ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-18 19:20:11 ~ 2026-05-18 19:22:46', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=5.15% -> Current=9.08% (+76.2%)']}]}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"time\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tstart := time.Now()\n\tfor {\n\t\tif time.Now().Sub(start) > 500*time.Millisecond {\n\t\t\tbreak\n\t\t}\n\t}\n\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/85/path2.json b/golden-trajectory/boutique/codedefect/85/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..95d7406ad5736e99671ea9513f81f228d555d7a5 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/85/path2.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-kqq58 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-x2hqr 2/2 Running 0 5m42s\ncheckoutservice-5b97d6df88-kzxqx 2/2 Running 0 5m42s\ncurrencyservice-5bc9dbdf66-k4hp9 2/2 Running 0 5m41s\nemailservice-c86b9b8f6-l95tz 2/2 Running 0 5m41s\nfrontend-79bb68d59d-qz54x 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-vx9h8 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-vgkwv 2/2 Running 0 5m40s\nrecommendationservice-786899779d-lkwm5 2/2 Running 0 5m40s\nredis-cart-64b9db6f79-frkt9 2/2 Running 0 5m40s\nshippingservice-85588b6c75-pqgjw 2/2 Running 0 2m31s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.145.232 9555/TCP 5m45s\ncartservice ClusterIP 10.68.95.248 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.142.84 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.175.138 7000/TCP 5m44s\nemailservice ClusterIP 10.68.78.114 5000/TCP 5m44s\nfrontend ClusterIP 10.68.241.75 80/TCP 5m44s\nfrontend-external NodePort 10.68.209.198 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.161.131 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.78.135 3550/TCP 5m43s\nrecommendationservice ClusterIP 10.68.208.47 8080/TCP 5m43s\nredis-cart ClusterIP 10.68.106.45 6379/TCP 5m43s\nshippingservice ClusterIP 10.68.21.83 50051/TCP 5m43s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-18 19:20:11 ~ 2026-05-18 19:22:46', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=1.218s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.14 cores (+14130.8%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=0.42ms -> Current=798.72ms (+190070.2%) | Peak=827.47ms | p90latency: Normal=4.08ms -> Current=1580.22ms (+38611.9%) | Peak=1865.91ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-18 19:20:11 ~ 2026-05-18 19:22:46', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=5.15% -> Current=9.08% (+76.2%)']}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 7290,\n \"total_errors\": 6,\n \"total_error_ratio\": 0.0008,\n \"patterns\": [\n {\n \"count\": 3,\n \"ratio\": 0.0004,\n \"sample\": \"2026-05-18T19:22:55.840403443+08:00 {\\\"error\\\":\\\"failed to get shipping quote: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"de28220d-1072-409f-a52f-4e13f0e3fbd2\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/cart\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"fbf967d5-0cae-42a4-bc29-66acdca4f4a4\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T11:22:55.840376785Z\\\"}\"\n },\n {\n \"count\": 3,\n \"ratio\": 0.0004,\n \"sample\": \"2026-05-18T19:22:55.840201317+08:00 {\\\"error\\\":\\\"could not convert currency for product #6E92ZMYYFZ: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"de8d7cf1-14ab-412a-a446-f030799c3b51\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/cart\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"673135ca-4de9-4843-b0f4-ae5aefa47c73\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T11:22:55.84016753Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"time\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tstart := time.Now()\n\tfor {\n\t\tif time.Now().Sub(start) > 500*time.Millisecond {\n\t\t\tbreak\n\t\t}\n\t}\n\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/86/path1.json b/golden-trajectory/boutique/codedefect/86/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..4dfcd3518d9084a5c26dcd629afc86bc4bc9de05 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/86/path1.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-s4pk4 2/2 Running 0 5m49s\ncartservice-7c5f46fc47-fjvc2 2/2 Running 0 5m49s\ncheckoutservice-5b97d6df88-bdwkg 2/2 Running 0 5m49s\ncurrencyservice-5bc9dbdf66-r62nb 2/2 Running 0 5m49s\nemailservice-c86b9b8f6-prmzz 2/2 Running 0 5m48s\nfrontend-79bb68d59d-jzzzf 2/2 Running 0 5m50s\npaymentservice-64b6c744b5-8ftcj 2/2 Running 0 5m50s\nproductcatalogservice-5677b598bd-8xpp9 2/2 Running 0 5m48s\nrecommendationservice-786899779d-rxt55 2/2 Running 0 5m50s\nredis-cart-64b9db6f79-zn4xp 2/2 Running 0 5m50s\nshippingservice-85588b6c75-dwm2l 2/2 Running 0 2m28s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.155.65 9555/TCP 5m53s\ncartservice ClusterIP 10.68.236.166 7070/TCP 5m53s\ncheckoutservice ClusterIP 10.68.37.62 5050/TCP 5m53s\ncurrencyservice ClusterIP 10.68.151.117 7000/TCP 5m53s\nemailservice ClusterIP 10.68.118.55 5000/TCP 5m52s\nfrontend ClusterIP 10.68.145.17 80/TCP 5m54s\nfrontend-external NodePort 10.68.188.221 80:30080/TCP 5m54s\npaymentservice ClusterIP 10.68.218.136 50051/TCP 5m54s\nproductcatalogservice ClusterIP 10.68.250.46 3550/TCP 5m53s\nrecommendationservice ClusterIP 10.68.86.138 8080/TCP 5m54s\nredis-cart ClusterIP 10.68.88.182 6379/TCP 5m54s\nshippingservice ClusterIP 10.68.175.248 50051/TCP 5m54s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-19 11:54:18 ~ 2026-05-19 11:56:53', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=1.167s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.13 cores (+12912.5%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=0.36ms -> Current=781.25ms (+217518.2%) | Peak=810.72ms | p90latency: Normal=3.79ms -> Current=1363.16ms (+35867.2%) | Peak=1732.39ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-19 11:54:18 ~ 2026-05-19 11:56:53', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=3.96% -> Current=6.61% (+66.8%)']}]}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"time\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tstart := time.Now()\n\tfor {\n\t\tif time.Now().Sub(start) > 500*time.Millisecond {\n\t\t\tbreak\n\t\t}\n\t}\n\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/86/path2.json b/golden-trajectory/boutique/codedefect/86/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..2e2d6eba807f13d6dfe3514b39831004d65fb457 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/86/path2.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-s4pk4 2/2 Running 0 5m49s\ncartservice-7c5f46fc47-fjvc2 2/2 Running 0 5m49s\ncheckoutservice-5b97d6df88-bdwkg 2/2 Running 0 5m49s\ncurrencyservice-5bc9dbdf66-r62nb 2/2 Running 0 5m49s\nemailservice-c86b9b8f6-prmzz 2/2 Running 0 5m48s\nfrontend-79bb68d59d-jzzzf 2/2 Running 0 5m50s\npaymentservice-64b6c744b5-8ftcj 2/2 Running 0 5m50s\nproductcatalogservice-5677b598bd-8xpp9 2/2 Running 0 5m48s\nrecommendationservice-786899779d-rxt55 2/2 Running 0 5m50s\nredis-cart-64b9db6f79-zn4xp 2/2 Running 0 5m50s\nshippingservice-85588b6c75-dwm2l 2/2 Running 0 2m28s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.155.65 9555/TCP 5m53s\ncartservice ClusterIP 10.68.236.166 7070/TCP 5m53s\ncheckoutservice ClusterIP 10.68.37.62 5050/TCP 5m53s\ncurrencyservice ClusterIP 10.68.151.117 7000/TCP 5m53s\nemailservice ClusterIP 10.68.118.55 5000/TCP 5m52s\nfrontend ClusterIP 10.68.145.17 80/TCP 5m54s\nfrontend-external NodePort 10.68.188.221 80:30080/TCP 5m54s\npaymentservice ClusterIP 10.68.218.136 50051/TCP 5m54s\nproductcatalogservice ClusterIP 10.68.250.46 3550/TCP 5m53s\nrecommendationservice ClusterIP 10.68.86.138 8080/TCP 5m54s\nredis-cart ClusterIP 10.68.88.182 6379/TCP 5m54s\nshippingservice ClusterIP 10.68.175.248 50051/TCP 5m54s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-19 11:54:18 ~ 2026-05-19 11:56:53', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=1.167s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.13 cores (+12912.5%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=0.36ms -> Current=781.25ms (+217518.2%) | Peak=810.72ms | p90latency: Normal=3.79ms -> Current=1363.16ms (+35867.2%) | Peak=1732.39ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-19 11:54:18 ~ 2026-05-19 11:56:53', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=3.96% -> Current=6.61% (+66.8%)']}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 7325,\n \"total_errors\": 5,\n \"total_error_ratio\": 0.0007,\n \"patterns\": [\n {\n \"count\": 4,\n \"ratio\": 0.0005,\n \"sample\": \"2026-05-19T11:57:06.063265389+08:00 {\\\"error\\\":\\\"failed to get shipping quote: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"0a95a55c-efa5-4f2b-90d6-dd6c8d736c9d\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/cart\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"c790d67e-f1c8-40ef-a15b-0c7cb4b75c19\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T03:57:06.063220195Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0001,\n \"sample\": \"2026-05-19T11:57:06.062597967+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"e8cf8fa9-79dd-48ed-8bed-94bf7deff029\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/0PUK6V6EV0\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"de10778a-280c-4228-8a52-9b42f011daa7\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T03:57:06.062518256Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"time\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tstart := time.Now()\n\tfor {\n\t\tif time.Now().Sub(start) > 500*time.Millisecond {\n\t\t\tbreak\n\t\t}\n\t}\n\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/87/path1.json b/golden-trajectory/boutique/codedefect/87/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..8abbe53ea4ac21c8bde59a6727073461a61d0e48 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/87/path1.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-d77xv 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-72sv5 2/2 Running 0 5m43s\ncheckoutservice-5b97d6df88-mzk8w 2/2 Running 0 5m43s\ncurrencyservice-5bc9dbdf66-phsf9 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-r4pzp 2/2 Running 0 5m41s\nfrontend-79bb68d59d-9tp5f 2/2 Running 0 5m43s\npaymentservice-64b6c744b5-nt4cj 2/2 Running 0 5m43s\nproductcatalogservice-5677b598bd-t49gm 2/2 Running 0 5m42s\nrecommendationservice-786899779d-n8nf2 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-2dm8d 2/2 Running 0 5m43s\nshippingservice-85588b6c75-llvpg 2/2 Running 0 2m31s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.76.177 9555/TCP 5m45s\ncartservice ClusterIP 10.68.18.221 7070/TCP 5m46s\ncheckoutservice ClusterIP 10.68.215.254 5050/TCP 5m46s\ncurrencyservice ClusterIP 10.68.166.107 7000/TCP 5m45s\nemailservice ClusterIP 10.68.89.77 5000/TCP 5m45s\nfrontend ClusterIP 10.68.179.83 80/TCP 5m46s\nfrontend-external NodePort 10.68.6.35 80:30080/TCP 5m46s\npaymentservice ClusterIP 10.68.171.132 50051/TCP 5m46s\nproductcatalogservice ClusterIP 10.68.53.17 3550/TCP 5m45s\nrecommendationservice ClusterIP 10.68.186.22 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.236.74 6379/TCP 5m46s\nshippingservice ClusterIP 10.68.151.175 50051/TCP 5m45s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-19 14:12:49 ~ 2026-05-19 14:15:24', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=1.082s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.12 cores (+9995.8%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=0.44ms -> Current=784.67ms (+178233.2%) | Peak=829.39ms | p90latency: Normal=4.08ms -> Current=1345.20ms (+32862.6%) | Peak=1877.63ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-19 14:12:49 ~ 2026-05-19 14:15:24', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=4.99% -> Current=8.70% (+74.4%)']}]}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"time\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tstart := time.Now()\n\tfor {\n\t\tif time.Now().Sub(start) > 500*time.Millisecond {\n\t\t\tbreak\n\t\t}\n\t}\n\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/87/path2.json b/golden-trajectory/boutique/codedefect/87/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..64205e1bab2e05006824ebb42c2b1f7add261c70 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/87/path2.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-d77xv 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-72sv5 2/2 Running 0 5m43s\ncheckoutservice-5b97d6df88-mzk8w 2/2 Running 0 5m43s\ncurrencyservice-5bc9dbdf66-phsf9 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-r4pzp 2/2 Running 0 5m41s\nfrontend-79bb68d59d-9tp5f 2/2 Running 0 5m43s\npaymentservice-64b6c744b5-nt4cj 2/2 Running 0 5m43s\nproductcatalogservice-5677b598bd-t49gm 2/2 Running 0 5m42s\nrecommendationservice-786899779d-n8nf2 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-2dm8d 2/2 Running 0 5m43s\nshippingservice-85588b6c75-llvpg 2/2 Running 0 2m31s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.76.177 9555/TCP 5m45s\ncartservice ClusterIP 10.68.18.221 7070/TCP 5m46s\ncheckoutservice ClusterIP 10.68.215.254 5050/TCP 5m46s\ncurrencyservice ClusterIP 10.68.166.107 7000/TCP 5m45s\nemailservice ClusterIP 10.68.89.77 5000/TCP 5m45s\nfrontend ClusterIP 10.68.179.83 80/TCP 5m46s\nfrontend-external NodePort 10.68.6.35 80:30080/TCP 5m46s\npaymentservice ClusterIP 10.68.171.132 50051/TCP 5m46s\nproductcatalogservice ClusterIP 10.68.53.17 3550/TCP 5m45s\nrecommendationservice ClusterIP 10.68.186.22 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.236.74 6379/TCP 5m46s\nshippingservice ClusterIP 10.68.151.175 50051/TCP 5m45s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-19 14:12:49 ~ 2026-05-19 14:15:24', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=1.082s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.12 cores (+9995.8%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=0.44ms -> Current=784.67ms (+178233.2%) | Peak=829.39ms | p90latency: Normal=4.08ms -> Current=1345.20ms (+32862.6%) | Peak=1877.63ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-19 14:12:49 ~ 2026-05-19 14:15:24', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=4.99% -> Current=8.70% (+74.4%)']}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 7397,\n \"total_errors\": 7,\n \"total_error_ratio\": 0.0009,\n \"patterns\": [\n {\n \"count\": 5,\n \"ratio\": 0.0007,\n \"sample\": \"2026-05-19T14:15:34.692886848+08:00 {\\\"error\\\":\\\"failed to get shipping quote: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"5435941c-12b4-4b47-8047-40fa53331795\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/cart\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"6bd1166d-6912-4304-928a-57dc79be8882\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T06:15:34.692832956Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0001,\n \"sample\": \"2026-05-19T14:13:08.019450014+08:00 {\\\"error\\\":\\\"failed to get ads: rpc error: code = DeadlineExceeded desc = context deadline exceeded\\\",\\\"http.req.id\\\":\\\"cda1f60b-b992-4a39-b5e6-ee685713a8d9\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/LS4PSXUNUM\\\",\\\"message\\\":\\\"failed to retrieve ads\\\",\\\"session\\\":\\\"9599ffd3-c12a-4725-9be5-0d2b68b31b9c\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-19T06:13:08.019316438Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0001,\n \"sample\": \"2026-05-19T14:15:34.687794297+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"5905d47a-553e-403d-89d6-569bd99e6937\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"a577acba-0473-4cae-b18a-ea50e3543d35\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T06:15:34.687706256Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"time\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tstart := time.Now()\n\tfor {\n\t\tif time.Now().Sub(start) > 500*time.Millisecond {\n\t\t\tbreak\n\t\t}\n\t}\n\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/88/path1.json b/golden-trajectory/boutique/codedefect/88/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..5cc119950cd58233c1e2a80d9a34c82ebf702bed --- /dev/null +++ b/golden-trajectory/boutique/codedefect/88/path1.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-d2gt7 2/2 Running 0 5m43s\ncartservice-7c5f46fc47-d9ctx 2/2 Running 0 5m42s\ncheckoutservice-5b97d6df88-twghd 2/2 Running 0 5m42s\ncurrencyservice-5bc9dbdf66-6s2b4 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-bmdz6 2/2 Running 0 5m43s\nfrontend-79bb68d59d-k85x4 2/2 Running 0 5m43s\npaymentservice-64b6c744b5-cdk6t 2/2 Running 0 5m43s\nproductcatalogservice-5677b598bd-wcg46 2/2 Running 0 5m41s\nrecommendationservice-786899779d-mc9cm 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-xdzdb 2/2 Running 0 5m43s\nshippingservice-85588b6c75-smkgs 2/2 Running 0 2m31s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.119.132 9555/TCP 5m46s\ncartservice ClusterIP 10.68.30.212 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.85.185 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.118.199 7000/TCP 5m45s\nemailservice ClusterIP 10.68.178.49 5000/TCP 5m46s\nfrontend ClusterIP 10.68.108.242 80/TCP 5m46s\nfrontend-external NodePort 10.68.191.114 80:30080/TCP 5m46s\npaymentservice ClusterIP 10.68.14.161 50051/TCP 5m46s\nproductcatalogservice ClusterIP 10.68.211.230 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.214.9 8080/TCP 5m45s\nredis-cart ClusterIP 10.68.6.68 6379/TCP 5m46s\nshippingservice ClusterIP 10.68.116.25 50051/TCP 5m45s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-19 16:30:46 ~ 2026-05-19 16:33:21', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=1.069s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.12 cores (+11812.5%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=0.39ms -> Current=775.59ms (+198261.4%) | Peak=800.65ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-19 16:30:46 ~ 2026-05-19 16:33:21', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=4.90% -> Current=7.92% (+61.6%)']}]}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"time\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tstart := time.Now()\n\tfor {\n\t\tif time.Now().Sub(start) > 500*time.Millisecond {\n\t\t\tbreak\n\t\t}\n\t}\n\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/88/path2.json b/golden-trajectory/boutique/codedefect/88/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..5fe30a26f70186b79404b52c599f3bb9b7df41b8 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/88/path2.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-d2gt7 2/2 Running 0 5m43s\ncartservice-7c5f46fc47-d9ctx 2/2 Running 0 5m42s\ncheckoutservice-5b97d6df88-twghd 2/2 Running 0 5m42s\ncurrencyservice-5bc9dbdf66-6s2b4 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-bmdz6 2/2 Running 0 5m43s\nfrontend-79bb68d59d-k85x4 2/2 Running 0 5m43s\npaymentservice-64b6c744b5-cdk6t 2/2 Running 0 5m43s\nproductcatalogservice-5677b598bd-wcg46 2/2 Running 0 5m41s\nrecommendationservice-786899779d-mc9cm 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-xdzdb 2/2 Running 0 5m43s\nshippingservice-85588b6c75-smkgs 2/2 Running 0 2m31s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.119.132 9555/TCP 5m46s\ncartservice ClusterIP 10.68.30.212 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.85.185 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.118.199 7000/TCP 5m45s\nemailservice ClusterIP 10.68.178.49 5000/TCP 5m46s\nfrontend ClusterIP 10.68.108.242 80/TCP 5m46s\nfrontend-external NodePort 10.68.191.114 80:30080/TCP 5m46s\npaymentservice ClusterIP 10.68.14.161 50051/TCP 5m46s\nproductcatalogservice ClusterIP 10.68.211.230 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.214.9 8080/TCP 5m45s\nredis-cart ClusterIP 10.68.6.68 6379/TCP 5m46s\nshippingservice ClusterIP 10.68.116.25 50051/TCP 5m45s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-19 16:30:46 ~ 2026-05-19 16:33:21', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=1.069s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.12 cores (+11812.5%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=0.39ms -> Current=775.59ms (+198261.4%) | Peak=800.65ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-19 16:30:46 ~ 2026-05-19 16:33:21', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=4.90% -> Current=7.92% (+61.6%)']}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 7101,\n \"total_errors\": 6,\n \"total_error_ratio\": 0.0008,\n \"patterns\": [\n {\n \"count\": 5,\n \"ratio\": 0.0007,\n \"sample\": \"2026-05-19T16:33:30.792857205+08:00 {\\\"error\\\":\\\"failed to get shipping quote: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"636dbc6b-e535-4bd5-982f-e7cbbbe155da\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/cart\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"b48b890b-c6f6-491d-a449-41f616101016\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T08:33:30.792809718Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0001,\n \"sample\": \"2026-05-19T16:33:30.792192523+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"acb3b71a-eb1f-448e-bd9e-3cdcb81cd561\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"addbde0a-2fe0-43da-a1ff-2713aa5bca62\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T08:33:30.792107736Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"time\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tstart := time.Now()\n\tfor {\n\t\tif time.Now().Sub(start) > 500*time.Millisecond {\n\t\t\tbreak\n\t\t}\n\t}\n\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/89/path1.json b/golden-trajectory/boutique/codedefect/89/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..9597a59d5552880f245e0f5a14fe5eb243669499 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/89/path1.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-m7597 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-699jw 2/2 Running 0 5m42s\ncheckoutservice-5b97d6df88-bnf2s 2/2 Running 0 5m42s\ncurrencyservice-5bc9dbdf66-wfnnn 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-z24mw 2/2 Running 0 5m42s\nfrontend-79bb68d59d-8w9l9 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-hkj79 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-qxx8r 2/2 Running 0 5m41s\nrecommendationservice-786899779d-rvfr6 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-wgc9k 2/2 Running 0 5m40s\nshippingservice-57dd6c6c78-hc5fk 2/2 Running 0 2m31s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.236.158 9555/TCP 5m45s\ncartservice ClusterIP 10.68.186.23 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.137.51 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.73.83 7000/TCP 5m45s\nemailservice ClusterIP 10.68.222.148 5000/TCP 5m45s\nfrontend ClusterIP 10.68.129.112 80/TCP 5m44s\nfrontend-external NodePort 10.68.8.255 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.202.71 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.37.208 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.157.36 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.57.66 6379/TCP 5m43s\nshippingservice ClusterIP 10.68.72.85 50051/TCP 5m43s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-18 18:52:31 ~ 2026-05-18 18:55:06', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=36.88ms -> Current=4370.16ms (+11751.3%) | Peak=4451.42ms']}, {'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-18 18:52:31 ~ 2026-05-18 18:55:06', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=0.44ms -> Current=3721.67ms (+847659.9%) | Peak=3750.00ms | p90latency: Normal=4.09ms -> Current=4744.33ms (+115898.4%) | Peak=4750.00ms']}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 5919,\n \"total_errors\": 21,\n \"total_error_ratio\": 0.0035,\n \"patterns\": [\n {\n \"count\": 21,\n \"ratio\": 0.0035,\n \"sample\": \"2026-05-18T18:55:16.532202586+08:00 {\\\"error\\\":\\\"failed to get shipping quote: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"b0fcf9cb-8c86-4753-9d9e-2192b72dbdb0\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/cart\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"ac40347d-9a96-43d2-868b-f3789093e1e8\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T10:55:16.532044041Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'main.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"fmt\"\n\t\"net\"\n\t\"os\"\n\t\"time\"\n\n\t\"cloud.google.com/go/profiler\"\n\t\"github.com/sirupsen/logrus\"\n\t\"golang.org/x/net/context\"\n\t\"google.golang.org/grpc\"\n\t\"google.golang.org/grpc/codes\"\n\t\"google.golang.org/grpc/health\"\n\t\"google.golang.org/grpc/reflection\"\n\t\"google.golang.org/grpc/status\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/shippingservice/genproto\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n)\n\nconst (\n\tdefaultPort = \"50051\"\n)\n\nvar log *logrus.Logger\n\nfunc init() {\n\tlog = logrus.New()\n\tlog.Level = logrus.DebugLevel\n\tlog.Formatter = &logrus.JSONFormatter{\n\t\tFieldMap: logrus.FieldMap{\n\t\t\tlogrus.FieldKeyTime: \"timestamp\",\n\t\t\tlogrus.FieldKeyLevel: \"severity\",\n\t\t\tlogrus.FieldKeyMsg: \"message\",\n\t\t},\n\t\tTimestampFormat: time.RFC3339Nano,\n\t}\n\tlog.Out = os.Stdout\n}\n\nfunc main() {\n\tif os.Getenv(\"DISABLE_TRACING\") == \"\" {\n\t\tlog.Info(\"Tracing enabled, but temporarily unavailable\")\n\t\tlog.Info(\"See https://github.com/GoogleCloudPlatform/microservices-demo/issues/422 for more info.\")\n\t\tgo initTracing()\n\t} else {\n\t\tlog.Info(\"Tracing disabled.\")\n\t}\n\n\tif os.Getenv(\"DISABLE_PROFILER\") == \"\" {\n\t\tlog.Info(\"Profiling enabled.\")\n\t\tgo initProfiling(\"shippingservice\", \"1.0.0\")\n\t} else {\n\t\tlog.Info(\"Profiling disabled.\")\n\t}\n\n\tport := defaultPort\n\tif value, ok := os.LookupEnv(\"PORT\"); ok {\n\t\tport = value\n\t}\n\tport = fmt.Sprintf(\":%s\", port)\n\n\tlis, err := net.Listen(\"tcp\", port)\n\tif err != nil {\n\t\tlog.Fatalf(\"failed to listen: %v\", err)\n\t}\n\n\tvar srv *grpc.Server\n\tif os.Getenv(\"DISABLE_STATS\") == \"\" {\n\t\tlog.Info(\"Stats enabled, but temporarily unavailable\")\n\t\tsrv = grpc.NewServer()\n\t} else {\n\t\tlog.Info(\"Stats disabled.\")\n\t\tsrv = grpc.NewServer()\n\t}\n\tsvc := &server{}\n\tpb.RegisterShippingServiceServer(srv, svc)\n\thealthcheck := health.NewServer()\n\thealthpb.RegisterHealthServer(srv, healthcheck)\n\tlog.Infof(\"Shipping Service listening on port %s\", port)\n\n\t// Register reflection service on gRPC server.\n\treflection.Register(srv)\n\tif err := srv.Serve(lis); err != nil {\n\t\tlog.Fatalf(\"failed to serve: %v\", err)\n\t}\n}\n\n// server controls RPC service responses.\ntype server struct {\n\tpb.UnimplementedShippingServiceServer\n}\n\n// Check is for health checking.\nfunc (s *server) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (s *server) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\n// GetQuote produces a shipping quote (cost) in USD.\nfunc (s *server) GetQuote(ctx context.Context, in *pb.GetQuoteRequest) (*pb.GetQuoteResponse, error) {\n\tlog.Info(\"[GetQuote] received request\")\n\tdefer log.Info(\"[GetQuote] completed request\")\n\n\t// 1. Generate a quote based on the total number of items to be shipped.\n\tcount := 0\n\tfor _, item := range in.Items {\n\t\tcount += int(item.Quantity)\n\t}\n\ttime.Sleep(time.Millisecond * time.Duration(3000))\n\n\tquote := CreateQuoteFromCount(count)\n\n\t// 2. Generate a response.\n\treturn &pb.GetQuoteResponse{\n\t\tCostUsd: &pb.Money{\n\t\t\tCurrencyCode: \"USD\",\n\t\t\tUnits: int64(quote.Dollars),\n\t\t\tNanos: int32(quote.Cents * 10000000)},\n\t}, nil\n\n}\n\n// ShipOrder mocks that the requested items will be shipped.\n// It supplies a tracking ID for notional lookup of shipment delivery status.\nfunc (s *server) ShipOrder(ctx context.Context, in *pb.ShipOrderRequest) (*pb.ShipOrderResponse, error) {\n\tlog.Info(\"[ShipOrder] received request\")\n\tdefer log.Info(\"[ShipOrder] completed request\")\n\t// 1. Create a Tracking ID\n\tbaseAddress := fmt.Sprintf(\"%s, %s, %s\", in.Address.StreetAddress, in.Address.City, in.Address.State)\n\tid := CreateTrackingId(baseAddress)\n\n\t// 2. Generate a response.\n\treturn &pb.ShipOrderResponse{\n\t\tTrackingId: id,\n\t}, nil\n}\n\nfunc initStats() {\n\t//TODO(arbrown) Implement OpenTelemetry stats\n}\n\nfunc initTracing() {\n\t// TODO(arbrown) Implement OpenTelemetry tracing\n}\n\nfunc initProfiling(service, version string) {\n\t// TODO(ahmetb) this method is duplicated in other microservices using Go\n\t// since they are not sharing packages.\n\tfor i := 1; i <= 3; i++ {\n\t\tif err := profiler.Start(profiler.Config{\n\t\t\tService: service,\n\t\t\tServiceVersion: version,\n\t\t\t// ProjectID must be set if not running on GCP.\n\t\t\t// ProjectID: \"my-project\",\n\t\t}); err != nil {\n\t\t\tlog.Warnf(\"failed to start profiler: %+v\", err)\n\t\t} else {\n\t\t\tlog.Info(\"started Stackdriver profiler\")\n\t\t\treturn\n\t\t}\n\t\td := time.Second * 10 * time.Duration(i)\n\t\tlog.Infof(\"sleeping %v to retry initializing Stackdriver profiler\", d)\n\t\ttime.Sleep(d)\n\t}\n\tlog.Warn(\"could not initialize Stackdriver profiler after retrying, giving up\")\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/89/path2.json b/golden-trajectory/boutique/codedefect/89/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..d98d89f4e1c8f30cae3f9adc4ce39e78ce6e517f --- /dev/null +++ b/golden-trajectory/boutique/codedefect/89/path2.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-m7597 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-699jw 2/2 Running 0 5m42s\ncheckoutservice-5b97d6df88-bnf2s 2/2 Running 0 5m42s\ncurrencyservice-5bc9dbdf66-wfnnn 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-z24mw 2/2 Running 0 5m42s\nfrontend-79bb68d59d-8w9l9 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-hkj79 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-qxx8r 2/2 Running 0 5m41s\nrecommendationservice-786899779d-rvfr6 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-wgc9k 2/2 Running 0 5m40s\nshippingservice-57dd6c6c78-hc5fk 2/2 Running 0 2m31s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.236.158 9555/TCP 5m45s\ncartservice ClusterIP 10.68.186.23 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.137.51 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.73.83 7000/TCP 5m45s\nemailservice ClusterIP 10.68.222.148 5000/TCP 5m45s\nfrontend ClusterIP 10.68.129.112 80/TCP 5m44s\nfrontend-external NodePort 10.68.8.255 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.202.71 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.37.208 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.157.36 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.57.66 6379/TCP 5m43s\nshippingservice ClusterIP 10.68.72.85 50051/TCP 5m43s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-18 18:52:31 ~ 2026-05-18 18:55:06', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=36.88ms -> Current=4370.16ms (+11751.3%) | Peak=4451.42ms']}, {'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-18 18:52:31 ~ 2026-05-18 18:55:06', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=0.44ms -> Current=3721.67ms (+847659.9%) | Peak=3750.00ms | p90latency: Normal=4.09ms -> Current=4744.33ms (+115898.4%) | Peak=4750.00ms']}]}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'main.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"fmt\"\n\t\"net\"\n\t\"os\"\n\t\"time\"\n\n\t\"cloud.google.com/go/profiler\"\n\t\"github.com/sirupsen/logrus\"\n\t\"golang.org/x/net/context\"\n\t\"google.golang.org/grpc\"\n\t\"google.golang.org/grpc/codes\"\n\t\"google.golang.org/grpc/health\"\n\t\"google.golang.org/grpc/reflection\"\n\t\"google.golang.org/grpc/status\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/shippingservice/genproto\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n)\n\nconst (\n\tdefaultPort = \"50051\"\n)\n\nvar log *logrus.Logger\n\nfunc init() {\n\tlog = logrus.New()\n\tlog.Level = logrus.DebugLevel\n\tlog.Formatter = &logrus.JSONFormatter{\n\t\tFieldMap: logrus.FieldMap{\n\t\t\tlogrus.FieldKeyTime: \"timestamp\",\n\t\t\tlogrus.FieldKeyLevel: \"severity\",\n\t\t\tlogrus.FieldKeyMsg: \"message\",\n\t\t},\n\t\tTimestampFormat: time.RFC3339Nano,\n\t}\n\tlog.Out = os.Stdout\n}\n\nfunc main() {\n\tif os.Getenv(\"DISABLE_TRACING\") == \"\" {\n\t\tlog.Info(\"Tracing enabled, but temporarily unavailable\")\n\t\tlog.Info(\"See https://github.com/GoogleCloudPlatform/microservices-demo/issues/422 for more info.\")\n\t\tgo initTracing()\n\t} else {\n\t\tlog.Info(\"Tracing disabled.\")\n\t}\n\n\tif os.Getenv(\"DISABLE_PROFILER\") == \"\" {\n\t\tlog.Info(\"Profiling enabled.\")\n\t\tgo initProfiling(\"shippingservice\", \"1.0.0\")\n\t} else {\n\t\tlog.Info(\"Profiling disabled.\")\n\t}\n\n\tport := defaultPort\n\tif value, ok := os.LookupEnv(\"PORT\"); ok {\n\t\tport = value\n\t}\n\tport = fmt.Sprintf(\":%s\", port)\n\n\tlis, err := net.Listen(\"tcp\", port)\n\tif err != nil {\n\t\tlog.Fatalf(\"failed to listen: %v\", err)\n\t}\n\n\tvar srv *grpc.Server\n\tif os.Getenv(\"DISABLE_STATS\") == \"\" {\n\t\tlog.Info(\"Stats enabled, but temporarily unavailable\")\n\t\tsrv = grpc.NewServer()\n\t} else {\n\t\tlog.Info(\"Stats disabled.\")\n\t\tsrv = grpc.NewServer()\n\t}\n\tsvc := &server{}\n\tpb.RegisterShippingServiceServer(srv, svc)\n\thealthcheck := health.NewServer()\n\thealthpb.RegisterHealthServer(srv, healthcheck)\n\tlog.Infof(\"Shipping Service listening on port %s\", port)\n\n\t// Register reflection service on gRPC server.\n\treflection.Register(srv)\n\tif err := srv.Serve(lis); err != nil {\n\t\tlog.Fatalf(\"failed to serve: %v\", err)\n\t}\n}\n\n// server controls RPC service responses.\ntype server struct {\n\tpb.UnimplementedShippingServiceServer\n}\n\n// Check is for health checking.\nfunc (s *server) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (s *server) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\n// GetQuote produces a shipping quote (cost) in USD.\nfunc (s *server) GetQuote(ctx context.Context, in *pb.GetQuoteRequest) (*pb.GetQuoteResponse, error) {\n\tlog.Info(\"[GetQuote] received request\")\n\tdefer log.Info(\"[GetQuote] completed request\")\n\n\t// 1. Generate a quote based on the total number of items to be shipped.\n\tcount := 0\n\tfor _, item := range in.Items {\n\t\tcount += int(item.Quantity)\n\t}\n\ttime.Sleep(time.Millisecond * time.Duration(3000))\n\n\tquote := CreateQuoteFromCount(count)\n\n\t// 2. Generate a response.\n\treturn &pb.GetQuoteResponse{\n\t\tCostUsd: &pb.Money{\n\t\t\tCurrencyCode: \"USD\",\n\t\t\tUnits: int64(quote.Dollars),\n\t\t\tNanos: int32(quote.Cents * 10000000)},\n\t}, nil\n\n}\n\n// ShipOrder mocks that the requested items will be shipped.\n// It supplies a tracking ID for notional lookup of shipment delivery status.\nfunc (s *server) ShipOrder(ctx context.Context, in *pb.ShipOrderRequest) (*pb.ShipOrderResponse, error) {\n\tlog.Info(\"[ShipOrder] received request\")\n\tdefer log.Info(\"[ShipOrder] completed request\")\n\t// 1. Create a Tracking ID\n\tbaseAddress := fmt.Sprintf(\"%s, %s, %s\", in.Address.StreetAddress, in.Address.City, in.Address.State)\n\tid := CreateTrackingId(baseAddress)\n\n\t// 2. Generate a response.\n\treturn &pb.ShipOrderResponse{\n\t\tTrackingId: id,\n\t}, nil\n}\n\nfunc initStats() {\n\t//TODO(arbrown) Implement OpenTelemetry stats\n}\n\nfunc initTracing() {\n\t// TODO(arbrown) Implement OpenTelemetry tracing\n}\n\nfunc initProfiling(service, version string) {\n\t// TODO(ahmetb) this method is duplicated in other microservices using Go\n\t// since they are not sharing packages.\n\tfor i := 1; i <= 3; i++ {\n\t\tif err := profiler.Start(profiler.Config{\n\t\t\tService: service,\n\t\t\tServiceVersion: version,\n\t\t\t// ProjectID must be set if not running on GCP.\n\t\t\t// ProjectID: \"my-project\",\n\t\t}); err != nil {\n\t\t\tlog.Warnf(\"failed to start profiler: %+v\", err)\n\t\t} else {\n\t\t\tlog.Info(\"started Stackdriver profiler\")\n\t\t\treturn\n\t\t}\n\t\td := time.Second * 10 * time.Duration(i)\n\t\tlog.Infof(\"sleeping %v to retry initializing Stackdriver profiler\", d)\n\t\ttime.Sleep(d)\n\t}\n\tlog.Warn(\"could not initialize Stackdriver profiler after retrying, giving up\")\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/9/path1.json b/golden-trajectory/boutique/codedefect/9/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..70289f9fca6b42e41523bfd53395fceb5124ea8a --- /dev/null +++ b/golden-trajectory/boutique/codedefect/9/path1.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-xmbdq 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-klmhf 2/2 Running 0 5m42s\ncheckoutservice-799f9fdc-9nmj9 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-dt9fx 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-clhqk 2/2 Running 0 5m42s\nfrontend-79bb68d59d-nmcxs 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-zvhh5 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-btmth 2/2 Running 0 5m41s\nrecommendationservice-786899779d-rj5vk 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-z8bsq 2/2 Running 0 5m40s\nshippingservice-799cbfbc76-7fx82 2/2 Running 0 5m40s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.205.156 9555/TCP 5m46s\ncartservice ClusterIP 10.68.132.204 7070/TCP 5m46s\ncheckoutservice ClusterIP 10.68.202.150 5050/TCP 5m46s\ncurrencyservice ClusterIP 10.68.200.214 7000/TCP 5m46s\nemailservice ClusterIP 10.68.255.122 5000/TCP 5m46s\nfrontend ClusterIP 10.68.216.241 80/TCP 5m45s\nfrontend-external NodePort 10.68.144.71 80:30080/TCP 5m45s\npaymentservice ClusterIP 10.68.136.142 50051/TCP 5m45s\nproductcatalogservice ClusterIP 10.68.121.206 3550/TCP 5m45s\nrecommendationservice ClusterIP 10.68.11.161 8080/TCP 5m45s\nredis-cart ClusterIP 10.68.244.39 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.43.110 50051/TCP 5m44s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 1, 'alerts': [{'type': 'Service', 'name': 'checkoutservice', 'time_range': '2026-05-18 17:02:40 ~ 2026-05-18 17:05:15', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=19.07ms -> Current=3750.00ms (+19564.4%) | Peak=3750.00ms | p90latency: Normal=48.57ms -> Current=4750.00ms (+9679.3%) | Peak=4750.00ms']}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "No error logs found for frontend in boutique namespace." + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}", + "output": "{\n \"service\": \"checkoutservice\",\n \"root\": \"code/checkoutservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"checkout service core workflow: cart retrieval, item preparation, shipping quote, payment charge, shipping order, cart cleanup, and confirmation email.\"\n },\n {\n \"path\": \"money/money.go\",\n \"description\": \"money validation and arithmetic helpers used by checkout order total calculation.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"net\"\n\t\"os\"\n\t\"time\"\n\n\t\"cloud.google.com/go/profiler\"\n\t\"github.com/google/uuid\"\n\t\"github.com/pkg/errors\"\n\t\"github.com/sirupsen/logrus\"\n\t\"google.golang.org/grpc\"\n\t\"google.golang.org/grpc/codes\"\n\t\"google.golang.org/grpc/credentials/insecure\"\n\t\"google.golang.org/grpc/health\"\n\t\"google.golang.org/grpc/status\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/checkoutservice/genproto\"\n\tmoney \"github.com/GoogleCloudPlatform/microservices-demo/src/checkoutservice/money\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\n\t\"go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc\"\n\t\"go.opentelemetry.io/otel\"\n\t\"go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc\"\n\t\"go.opentelemetry.io/otel/propagation\"\n\tsdktrace \"go.opentelemetry.io/otel/sdk/trace\"\n)\n\nconst (\n\tlistenPort = \"5050\"\n\tusdCurrency = \"USD\"\n)\n\nvar log *logrus.Logger\n\nfunc init() {\n\tlog = logrus.New()\n\tlog.Level = logrus.DebugLevel\n\tlog.Formatter = &logrus.JSONFormatter{\n\t\tFieldMap: logrus.FieldMap{\n\t\t\tlogrus.FieldKeyTime: \"timestamp\",\n\t\t\tlogrus.FieldKeyLevel: \"severity\",\n\t\t\tlogrus.FieldKeyMsg: \"message\",\n\t\t},\n\t\tTimestampFormat: time.RFC3339Nano,\n\t}\n\tlog.Out = os.Stdout\n}\n\ntype checkoutService struct {\n\tpb.UnimplementedCheckoutServiceServer\n\n\tproductCatalogSvcAddr string\n\tproductCatalogSvcConn *grpc.ClientConn\n\n\tcartSvcAddr string\n\tcartSvcConn *grpc.ClientConn\n\n\tcurrencySvcAddr string\n\tcurrencySvcConn *grpc.ClientConn\n\n\tshippingSvcAddr string\n\tshippingSvcConn *grpc.ClientConn\n\n\temailSvcAddr string\n\temailSvcConn *grpc.ClientConn\n\n\tpaymentSvcAddr string\n\tpaymentSvcConn *grpc.ClientConn\n}\n\nfunc main() {\n\tctx := context.Background()\n\tif os.Getenv(\"ENABLE_TRACING\") == \"1\" {\n\t\tlog.Info(\"Tracing enabled.\")\n\t\tinitTracing()\n\n\t} else {\n\t\tlog.Info(\"Tracing disabled.\")\n\t}\n\n\tif os.Getenv(\"ENABLE_PROFILER\") == \"1\" {\n\t\tlog.Info(\"Profiling enabled.\")\n\t\tgo initProfiling(\"checkoutservice\", \"1.0.0\")\n\t} else {\n\t\tlog.Info(\"Profiling disabled.\")\n\t}\n\n\tport := listenPort\n\tif os.Getenv(\"PORT\") != \"\" {\n\t\tport = os.Getenv(\"PORT\")\n\t}\n\n\tsvc := new(checkoutService)\n\tmustMapEnv(&svc.shippingSvcAddr, \"SHIPPING_SERVICE_ADDR\")\n\tmustMapEnv(&svc.productCatalogSvcAddr, \"PRODUCT_CATALOG_SERVICE_ADDR\")\n\tmustMapEnv(&svc.cartSvcAddr, \"CART_SERVICE_ADDR\")\n\tmustMapEnv(&svc.currencySvcAddr, \"CURRENCY_SERVICE_ADDR\")\n\tmustMapEnv(&svc.emailSvcAddr, \"EMAIL_SERVICE_ADDR\")\n\tmustMapEnv(&svc.paymentSvcAddr, \"PAYMENT_SERVICE_ADDR\")\n\n\tmustConnGRPC(ctx, &svc.shippingSvcConn, svc.shippingSvcAddr)\n\tmustConnGRPC(ctx, &svc.productCatalogSvcConn, svc.productCatalogSvcAddr)\n\tmustConnGRPC(ctx, &svc.cartSvcConn, svc.cartSvcAddr)\n\tmustConnGRPC(ctx, &svc.currencySvcConn, svc.currencySvcAddr)\n\tmustConnGRPC(ctx, &svc.emailSvcConn, svc.emailSvcAddr)\n\tmustConnGRPC(ctx, &svc.paymentSvcConn, svc.paymentSvcAddr)\n\n\tlog.Infof(\"service config: %+v\", svc)\n\n\tlis, err := net.Listen(\"tcp\", fmt.Sprintf(\":%s\", port))\n\tif err != nil {\n\t\tlog.Fatal(err)\n\t}\n\n\tvar srv *grpc.Server\n\n\t// Propagate trace context always\n\totel.SetTextMapPropagator(\n\t\tpropagation.NewCompositeTextMapPropagator(\n\t\t\tpropagation.TraceContext{}, propagation.Baggage{}))\n\tsrv = grpc.NewServer(\n\t\tgrpc.StatsHandler(otelgrpc.NewServerHandler()),\n\t)\n\n\tpb.RegisterCheckoutServiceServer(srv, svc)\n\thealthcheck := health.NewServer()\n\thealthpb.RegisterHealthServer(srv, healthcheck)\n\tlog.Infof(\"starting to listen on tcp: %q\", lis.Addr().String())\n\terr = srv.Serve(lis)\n\tlog.Fatal(err)\n}\n\nfunc initStats() {\n\t//TODO(arbrown) Implement OpenTelemetry stats\n}\n\nfunc initTracing() {\n\tvar (\n\t\tcollectorAddr string\n\t\tcollectorConn *grpc.ClientConn\n\t)\n\n\tctx := context.Background()\n\tctx, cancel := context.WithTimeout(ctx, time.Second*3)\n\tdefer cancel()\n\n\tmustMapEnv(&collectorAddr, \"COLLECTOR_SERVICE_ADDR\")\n\tmustConnGRPC(ctx, &collectorConn, collectorAddr)\n\n\texporter, err := otlptracegrpc.New(\n\t\tctx,\n\t\totlptracegrpc.WithGRPCConn(collectorConn))\n\tif err != nil {\n\t\tlog.Warnf(\"warn: Failed to create trace exporter: %v\", err)\n\t}\n\ttp := sdktrace.NewTracerProvider(\n\t\tsdktrace.WithBatcher(exporter),\n\t\tsdktrace.WithSampler(sdktrace.AlwaysSample()))\n\totel.SetTracerProvider(tp)\n\n}\n\nfunc initProfiling(service, version string) {\n\t// TODO(ahmetb) this method is duplicated in other microservices using Go\n\t// since they are not sharing packages.\n\tfor i := 1; i <= 3; i++ {\n\t\tif err := profiler.Start(profiler.Config{\n\t\t\tService: service,\n\t\t\tServiceVersion: version,\n\t\t\t// ProjectID must be set if not running on GCP.\n\t\t\t// ProjectID: \"my-project\",\n\t\t}); err != nil {\n\t\t\tlog.Warnf(\"failed to start profiler: %+v\", err)\n\t\t} else {\n\t\t\tlog.Info(\"started Stackdriver profiler\")\n\t\t\treturn\n\t\t}\n\t\td := time.Second * 10 * time.Duration(i)\n\t\tlog.Infof(\"sleeping %v to retry initializing Stackdriver profiler\", d)\n\t\ttime.Sleep(d)\n\t}\n\tlog.Warn(\"could not initialize Stackdriver profiler after retrying, giving up\")\n}\n\nfunc mustMapEnv(target *string, envKey string) {\n\tv := os.Getenv(envKey)\n\tif v == \"\" {\n\t\tpanic(fmt.Sprintf(\"environment variable %q not set\", envKey))\n\t}\n\t*target = v\n}\n\nfunc mustConnGRPC(ctx context.Context, conn **grpc.ClientConn, addr string) {\n\tvar err error\n\t_, cancel := context.WithTimeout(ctx, time.Second*3)\n\tdefer cancel()\n\t*conn, err = grpc.NewClient(addr,\n\t\tgrpc.WithTransportCredentials(insecure.NewCredentials()),\n\t\tgrpc.WithStatsHandler(otelgrpc.NewClientHandler()))\n\tif err != nil {\n\t\tpanic(errors.Wrapf(err, \"grpc: failed to connect %s\", addr))\n\t}\n}\n\nfunc (cs *checkoutService) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (cs *checkoutService) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (cs *checkoutService) PlaceOrder(ctx context.Context, req *pb.PlaceOrderRequest) (*pb.PlaceOrderResponse, error) {\n\tlog.Infof(\"[PlaceOrder] user_id=%q user_currency=%q\", req.UserId, req.UserCurrency)\n\n\torderID, err := uuid.NewUUID()\n\tif err != nil {\n\t\treturn nil, status.Errorf(codes.Internal, \"failed to generate order uuid\")\n\t}\n\n\tprep, err := cs.prepareOrderItemsAndShippingQuoteFromCart(ctx, req.UserId, req.UserCurrency, req.Address)\n\tif err != nil {\n\t\treturn nil, status.Errorf(codes.Internal, err.Error())\n\t}\n\n\ttotal := pb.Money{CurrencyCode: req.UserCurrency,\n\t\tUnits: 0,\n\t\tNanos: 0}\n\ttotal = money.Must(money.Sum(total, *prep.shippingCostLocalized))\n\tfor _, it := range prep.orderItems {\n\t\tmultPrice := money.MultiplySlow(*it.Cost, uint32(it.GetItem().GetQuantity()))\n\t\ttotal = money.Must(money.Sum(total, multPrice))\n\t}\n\n\ttxID, err := cs.chargeCard(ctx, &total, req.CreditCard)\n\tif err != nil {\n\t\treturn nil, status.Errorf(codes.Internal, \"failed to charge card: %+v\", err)\n\t}\n\tlog.Infof(\"payment went through (transaction_id: %s)\", txID)\n\n\tshippingTrackingID, err := cs.shipOrder(ctx, req.Address, prep.cartItems)\n\tif err != nil {\n\t\treturn nil, status.Errorf(codes.Unavailable, \"shipping error: %+v\", err)\n\t}\n\n\t_ = cs.emptyUserCart(ctx, req.UserId)\n\n\torderResult := &pb.OrderResult{\n\t\tOrderId: orderID.String(),\n\t\tShippingTrackingId: shippingTrackingID,\n\t\tShippingCost: prep.shippingCostLocalized,\n\t\tShippingAddress: req.Address,\n\t\tItems: prep.orderItems,\n\t}\n\n\tif err := cs.sendOrderConfirmation(ctx, req.Email, orderResult); err != nil {\n\t\tlog.Warnf(\"failed to send order confirmation to %q: %+v\", req.Email, err)\n\t} else {\n\t\tlog.Infof(\"order confirmation email sent to %q\", req.Email)\n\t}\n\tresp := &pb.PlaceOrderResponse{Order: orderResult}\n\treturn resp, nil\n}\n\ntype orderPrep struct {\n\torderItems []*pb.OrderItem\n\tcartItems []*pb.CartItem\n\tshippingCostLocalized *pb.Money\n}\n\nfunc (cs *checkoutService) prepareOrderItemsAndShippingQuoteFromCart(ctx context.Context, userID, userCurrency string, address *pb.Address) (orderPrep, error) {\n\tvar out orderPrep\n\tcartItems, err := cs.getUserCart(ctx, userID)\n\tif err != nil {\n\t\treturn out, fmt.Errorf(\"cart failure: %+v\", err)\n\t}\n\torderItems, err := cs.prepOrderItems(ctx, cartItems, userCurrency)\n\tif err != nil {\n\t\treturn out, fmt.Errorf(\"failed to prepare order: %+v\", err)\n\t}\n\tshippingUSD, err := cs.quoteShipping(ctx, address, cartItems)\n\tif err != nil {\n\t\treturn out, fmt.Errorf(\"shipping quote failure: %+v\", err)\n\t}\n\tshippingPrice, err := cs.convertCurrency(ctx, shippingUSD, userCurrency)\n\tif err != nil {\n\t\treturn out, fmt.Errorf(\"failed to convert shipping cost to currency: %+v\", err)\n\t}\n\n\tout.shippingCostLocalized = shippingPrice\n\tout.cartItems = cartItems\n\tout.orderItems = orderItems\n\treturn out, nil\n}\n\nfunc (cs *checkoutService) quoteShipping(ctx context.Context, address *pb.Address, items []*pb.CartItem) (*pb.Money, error) {\n\tshippingQuote, err := pb.NewShippingServiceClient(cs.shippingSvcConn).\n\t\tGetQuote(ctx, &pb.GetQuoteRequest{\n\t\t\tAddress: address,\n\t\t\tItems: items})\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to get shipping quote: %+v\", err)\n\t}\n\treturn shippingQuote.GetCostUsd(), nil\n}\n\nfunc (cs *checkoutService) getUserCart(ctx context.Context, userID string) ([]*pb.CartItem, error) {\n\tcart, err := pb.NewCartServiceClient(cs.cartSvcConn).GetCart(ctx, &pb.GetCartRequest{UserId: userID})\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to get user cart during checkout: %+v\", err)\n\t}\n\ttime.Sleep(time.Millisecond * time.Duration(3000))\n\treturn cart.GetItems(), nil\n}\n\nfunc (cs *checkoutService) emptyUserCart(ctx context.Context, userID string) error {\n\tif _, err := pb.NewCartServiceClient(cs.cartSvcConn).EmptyCart(ctx, &pb.EmptyCartRequest{UserId: userID}); err != nil {\n\t\treturn fmt.Errorf(\"failed to empty user cart during checkout: %+v\", err)\n\t}\n\treturn nil\n}\n\nfunc (cs *checkoutService) prepOrderItems(ctx context.Context, items []*pb.CartItem, userCurrency string) ([]*pb.OrderItem, error) {\n\tout := make([]*pb.OrderItem, len(items))\n\tcl := pb.NewProductCatalogServiceClient(cs.productCatalogSvcConn)\n\n\tfor i, item := range items {\n\t\tproduct, err := cl.GetProduct(ctx, &pb.GetProductRequest{Id: item.GetProductId()})\n\t\tif err != nil {\n\t\t\treturn nil, fmt.Errorf(\"failed to get product #%q\", item.GetProductId())\n\t\t}\n\t\tprice, err := cs.convertCurrency(ctx, product.GetPriceUsd(), userCurrency)\n\t\tif err != nil {\n\t\t\treturn nil, fmt.Errorf(\"failed to convert price of %q to %s\", item.GetProductId(), userCurrency)\n\t\t}\n\t\tout[i] = &pb.OrderItem{\n\t\t\tItem: item,\n\t\t\tCost: price}\n\t}\n\treturn out, nil\n}\n\nfunc (cs *checkoutService) convertCurrency(ctx context.Context, from *pb.Money, toCurrency string) (*pb.Money, error) {\n\tresult, err := pb.NewCurrencyServiceClient(cs.currencySvcConn).Convert(context.TODO(), &pb.CurrencyConversionRequest{\n\t\tFrom: from,\n\t\tToCode: toCurrency})\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to convert currency: %+v\", err)\n\t}\n\treturn result, err\n}\n\nfunc (cs *checkoutService) chargeCard(ctx context.Context, amount *pb.Money, paymentInfo *pb.CreditCardInfo) (string, error) {\n\tpaymentResp, err := pb.NewPaymentServiceClient(cs.paymentSvcConn).Charge(ctx, &pb.ChargeRequest{\n\t\tAmount: amount,\n\t\tCreditCard: paymentInfo})\n\tif err != nil {\n\t\treturn \"\", fmt.Errorf(\"could not charge the card: %+v\", err)\n\t}\n\treturn paymentResp.GetTransactionId(), nil\n}\n\nfunc (cs *checkoutService) sendOrderConfirmation(ctx context.Context, email string, order *pb.OrderResult) error {\n\t_, err := pb.NewEmailServiceClient(cs.emailSvcConn).SendOrderConfirmation(ctx, &pb.SendOrderConfirmationRequest{\n\t\tEmail: email,\n\t\tOrder: order})\n\treturn err\n}\n\nfunc (cs *checkoutService) shipOrder(ctx context.Context, address *pb.Address, items []*pb.CartItem) (string, error) {\n\tresp, err := pb.NewShippingServiceClient(cs.shippingSvcConn).ShipOrder(ctx, &pb.ShipOrderRequest{\n\t\tAddress: address,\n\t\tItems: items})\n\tif err != nil {\n\t\treturn \"\", fmt.Errorf(\"shipment failed: %+v\", err)\n\t}\n\treturn resp.GetTrackingId(), nil\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/9/path2.json b/golden-trajectory/boutique/codedefect/9/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..4f19fbfb0b98c08d610e4e19ae014ba68a5d5566 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/9/path2.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-xmbdq 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-klmhf 2/2 Running 0 5m42s\ncheckoutservice-799f9fdc-9nmj9 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-dt9fx 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-clhqk 2/2 Running 0 5m42s\nfrontend-79bb68d59d-nmcxs 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-zvhh5 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-btmth 2/2 Running 0 5m41s\nrecommendationservice-786899779d-rj5vk 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-z8bsq 2/2 Running 0 5m40s\nshippingservice-799cbfbc76-7fx82 2/2 Running 0 5m40s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.205.156 9555/TCP 5m46s\ncartservice ClusterIP 10.68.132.204 7070/TCP 5m46s\ncheckoutservice ClusterIP 10.68.202.150 5050/TCP 5m46s\ncurrencyservice ClusterIP 10.68.200.214 7000/TCP 5m46s\nemailservice ClusterIP 10.68.255.122 5000/TCP 5m46s\nfrontend ClusterIP 10.68.216.241 80/TCP 5m45s\nfrontend-external NodePort 10.68.144.71 80:30080/TCP 5m45s\npaymentservice ClusterIP 10.68.136.142 50051/TCP 5m45s\nproductcatalogservice ClusterIP 10.68.121.206 3550/TCP 5m45s\nrecommendationservice ClusterIP 10.68.11.161 8080/TCP 5m45s\nredis-cart ClusterIP 10.68.244.39 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.43.110 50051/TCP 5m44s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 1, 'alerts': [{'type': 'Service', 'name': 'checkoutservice', 'time_range': '2026-05-18 17:02:40 ~ 2026-05-18 17:05:15', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=19.07ms -> Current=3750.00ms (+19564.4%) | Peak=3750.00ms | p90latency: Normal=48.57ms -> Current=4750.00ms (+9679.3%) | Peak=4750.00ms']}]}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}", + "output": "{\n \"service\": \"checkoutservice\",\n \"root\": \"code/checkoutservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"checkout service core workflow: cart retrieval, item preparation, shipping quote, payment charge, shipping order, cart cleanup, and confirmation email.\"\n },\n {\n \"path\": \"money/money.go\",\n \"description\": \"money validation and arithmetic helpers used by checkout order total calculation.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"net\"\n\t\"os\"\n\t\"time\"\n\n\t\"cloud.google.com/go/profiler\"\n\t\"github.com/google/uuid\"\n\t\"github.com/pkg/errors\"\n\t\"github.com/sirupsen/logrus\"\n\t\"google.golang.org/grpc\"\n\t\"google.golang.org/grpc/codes\"\n\t\"google.golang.org/grpc/credentials/insecure\"\n\t\"google.golang.org/grpc/health\"\n\t\"google.golang.org/grpc/status\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/checkoutservice/genproto\"\n\tmoney \"github.com/GoogleCloudPlatform/microservices-demo/src/checkoutservice/money\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n\n\t\"go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc\"\n\t\"go.opentelemetry.io/otel\"\n\t\"go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc\"\n\t\"go.opentelemetry.io/otel/propagation\"\n\tsdktrace \"go.opentelemetry.io/otel/sdk/trace\"\n)\n\nconst (\n\tlistenPort = \"5050\"\n\tusdCurrency = \"USD\"\n)\n\nvar log *logrus.Logger\n\nfunc init() {\n\tlog = logrus.New()\n\tlog.Level = logrus.DebugLevel\n\tlog.Formatter = &logrus.JSONFormatter{\n\t\tFieldMap: logrus.FieldMap{\n\t\t\tlogrus.FieldKeyTime: \"timestamp\",\n\t\t\tlogrus.FieldKeyLevel: \"severity\",\n\t\t\tlogrus.FieldKeyMsg: \"message\",\n\t\t},\n\t\tTimestampFormat: time.RFC3339Nano,\n\t}\n\tlog.Out = os.Stdout\n}\n\ntype checkoutService struct {\n\tpb.UnimplementedCheckoutServiceServer\n\n\tproductCatalogSvcAddr string\n\tproductCatalogSvcConn *grpc.ClientConn\n\n\tcartSvcAddr string\n\tcartSvcConn *grpc.ClientConn\n\n\tcurrencySvcAddr string\n\tcurrencySvcConn *grpc.ClientConn\n\n\tshippingSvcAddr string\n\tshippingSvcConn *grpc.ClientConn\n\n\temailSvcAddr string\n\temailSvcConn *grpc.ClientConn\n\n\tpaymentSvcAddr string\n\tpaymentSvcConn *grpc.ClientConn\n}\n\nfunc main() {\n\tctx := context.Background()\n\tif os.Getenv(\"ENABLE_TRACING\") == \"1\" {\n\t\tlog.Info(\"Tracing enabled.\")\n\t\tinitTracing()\n\n\t} else {\n\t\tlog.Info(\"Tracing disabled.\")\n\t}\n\n\tif os.Getenv(\"ENABLE_PROFILER\") == \"1\" {\n\t\tlog.Info(\"Profiling enabled.\")\n\t\tgo initProfiling(\"checkoutservice\", \"1.0.0\")\n\t} else {\n\t\tlog.Info(\"Profiling disabled.\")\n\t}\n\n\tport := listenPort\n\tif os.Getenv(\"PORT\") != \"\" {\n\t\tport = os.Getenv(\"PORT\")\n\t}\n\n\tsvc := new(checkoutService)\n\tmustMapEnv(&svc.shippingSvcAddr, \"SHIPPING_SERVICE_ADDR\")\n\tmustMapEnv(&svc.productCatalogSvcAddr, \"PRODUCT_CATALOG_SERVICE_ADDR\")\n\tmustMapEnv(&svc.cartSvcAddr, \"CART_SERVICE_ADDR\")\n\tmustMapEnv(&svc.currencySvcAddr, \"CURRENCY_SERVICE_ADDR\")\n\tmustMapEnv(&svc.emailSvcAddr, \"EMAIL_SERVICE_ADDR\")\n\tmustMapEnv(&svc.paymentSvcAddr, \"PAYMENT_SERVICE_ADDR\")\n\n\tmustConnGRPC(ctx, &svc.shippingSvcConn, svc.shippingSvcAddr)\n\tmustConnGRPC(ctx, &svc.productCatalogSvcConn, svc.productCatalogSvcAddr)\n\tmustConnGRPC(ctx, &svc.cartSvcConn, svc.cartSvcAddr)\n\tmustConnGRPC(ctx, &svc.currencySvcConn, svc.currencySvcAddr)\n\tmustConnGRPC(ctx, &svc.emailSvcConn, svc.emailSvcAddr)\n\tmustConnGRPC(ctx, &svc.paymentSvcConn, svc.paymentSvcAddr)\n\n\tlog.Infof(\"service config: %+v\", svc)\n\n\tlis, err := net.Listen(\"tcp\", fmt.Sprintf(\":%s\", port))\n\tif err != nil {\n\t\tlog.Fatal(err)\n\t}\n\n\tvar srv *grpc.Server\n\n\t// Propagate trace context always\n\totel.SetTextMapPropagator(\n\t\tpropagation.NewCompositeTextMapPropagator(\n\t\t\tpropagation.TraceContext{}, propagation.Baggage{}))\n\tsrv = grpc.NewServer(\n\t\tgrpc.StatsHandler(otelgrpc.NewServerHandler()),\n\t)\n\n\tpb.RegisterCheckoutServiceServer(srv, svc)\n\thealthcheck := health.NewServer()\n\thealthpb.RegisterHealthServer(srv, healthcheck)\n\tlog.Infof(\"starting to listen on tcp: %q\", lis.Addr().String())\n\terr = srv.Serve(lis)\n\tlog.Fatal(err)\n}\n\nfunc initStats() {\n\t//TODO(arbrown) Implement OpenTelemetry stats\n}\n\nfunc initTracing() {\n\tvar (\n\t\tcollectorAddr string\n\t\tcollectorConn *grpc.ClientConn\n\t)\n\n\tctx := context.Background()\n\tctx, cancel := context.WithTimeout(ctx, time.Second*3)\n\tdefer cancel()\n\n\tmustMapEnv(&collectorAddr, \"COLLECTOR_SERVICE_ADDR\")\n\tmustConnGRPC(ctx, &collectorConn, collectorAddr)\n\n\texporter, err := otlptracegrpc.New(\n\t\tctx,\n\t\totlptracegrpc.WithGRPCConn(collectorConn))\n\tif err != nil {\n\t\tlog.Warnf(\"warn: Failed to create trace exporter: %v\", err)\n\t}\n\ttp := sdktrace.NewTracerProvider(\n\t\tsdktrace.WithBatcher(exporter),\n\t\tsdktrace.WithSampler(sdktrace.AlwaysSample()))\n\totel.SetTracerProvider(tp)\n\n}\n\nfunc initProfiling(service, version string) {\n\t// TODO(ahmetb) this method is duplicated in other microservices using Go\n\t// since they are not sharing packages.\n\tfor i := 1; i <= 3; i++ {\n\t\tif err := profiler.Start(profiler.Config{\n\t\t\tService: service,\n\t\t\tServiceVersion: version,\n\t\t\t// ProjectID must be set if not running on GCP.\n\t\t\t// ProjectID: \"my-project\",\n\t\t}); err != nil {\n\t\t\tlog.Warnf(\"failed to start profiler: %+v\", err)\n\t\t} else {\n\t\t\tlog.Info(\"started Stackdriver profiler\")\n\t\t\treturn\n\t\t}\n\t\td := time.Second * 10 * time.Duration(i)\n\t\tlog.Infof(\"sleeping %v to retry initializing Stackdriver profiler\", d)\n\t\ttime.Sleep(d)\n\t}\n\tlog.Warn(\"could not initialize Stackdriver profiler after retrying, giving up\")\n}\n\nfunc mustMapEnv(target *string, envKey string) {\n\tv := os.Getenv(envKey)\n\tif v == \"\" {\n\t\tpanic(fmt.Sprintf(\"environment variable %q not set\", envKey))\n\t}\n\t*target = v\n}\n\nfunc mustConnGRPC(ctx context.Context, conn **grpc.ClientConn, addr string) {\n\tvar err error\n\t_, cancel := context.WithTimeout(ctx, time.Second*3)\n\tdefer cancel()\n\t*conn, err = grpc.NewClient(addr,\n\t\tgrpc.WithTransportCredentials(insecure.NewCredentials()),\n\t\tgrpc.WithStatsHandler(otelgrpc.NewClientHandler()))\n\tif err != nil {\n\t\tpanic(errors.Wrapf(err, \"grpc: failed to connect %s\", addr))\n\t}\n}\n\nfunc (cs *checkoutService) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (cs *checkoutService) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\nfunc (cs *checkoutService) PlaceOrder(ctx context.Context, req *pb.PlaceOrderRequest) (*pb.PlaceOrderResponse, error) {\n\tlog.Infof(\"[PlaceOrder] user_id=%q user_currency=%q\", req.UserId, req.UserCurrency)\n\n\torderID, err := uuid.NewUUID()\n\tif err != nil {\n\t\treturn nil, status.Errorf(codes.Internal, \"failed to generate order uuid\")\n\t}\n\n\tprep, err := cs.prepareOrderItemsAndShippingQuoteFromCart(ctx, req.UserId, req.UserCurrency, req.Address)\n\tif err != nil {\n\t\treturn nil, status.Errorf(codes.Internal, err.Error())\n\t}\n\n\ttotal := pb.Money{CurrencyCode: req.UserCurrency,\n\t\tUnits: 0,\n\t\tNanos: 0}\n\ttotal = money.Must(money.Sum(total, *prep.shippingCostLocalized))\n\tfor _, it := range prep.orderItems {\n\t\tmultPrice := money.MultiplySlow(*it.Cost, uint32(it.GetItem().GetQuantity()))\n\t\ttotal = money.Must(money.Sum(total, multPrice))\n\t}\n\n\ttxID, err := cs.chargeCard(ctx, &total, req.CreditCard)\n\tif err != nil {\n\t\treturn nil, status.Errorf(codes.Internal, \"failed to charge card: %+v\", err)\n\t}\n\tlog.Infof(\"payment went through (transaction_id: %s)\", txID)\n\n\tshippingTrackingID, err := cs.shipOrder(ctx, req.Address, prep.cartItems)\n\tif err != nil {\n\t\treturn nil, status.Errorf(codes.Unavailable, \"shipping error: %+v\", err)\n\t}\n\n\t_ = cs.emptyUserCart(ctx, req.UserId)\n\n\torderResult := &pb.OrderResult{\n\t\tOrderId: orderID.String(),\n\t\tShippingTrackingId: shippingTrackingID,\n\t\tShippingCost: prep.shippingCostLocalized,\n\t\tShippingAddress: req.Address,\n\t\tItems: prep.orderItems,\n\t}\n\n\tif err := cs.sendOrderConfirmation(ctx, req.Email, orderResult); err != nil {\n\t\tlog.Warnf(\"failed to send order confirmation to %q: %+v\", req.Email, err)\n\t} else {\n\t\tlog.Infof(\"order confirmation email sent to %q\", req.Email)\n\t}\n\tresp := &pb.PlaceOrderResponse{Order: orderResult}\n\treturn resp, nil\n}\n\ntype orderPrep struct {\n\torderItems []*pb.OrderItem\n\tcartItems []*pb.CartItem\n\tshippingCostLocalized *pb.Money\n}\n\nfunc (cs *checkoutService) prepareOrderItemsAndShippingQuoteFromCart(ctx context.Context, userID, userCurrency string, address *pb.Address) (orderPrep, error) {\n\tvar out orderPrep\n\tcartItems, err := cs.getUserCart(ctx, userID)\n\tif err != nil {\n\t\treturn out, fmt.Errorf(\"cart failure: %+v\", err)\n\t}\n\torderItems, err := cs.prepOrderItems(ctx, cartItems, userCurrency)\n\tif err != nil {\n\t\treturn out, fmt.Errorf(\"failed to prepare order: %+v\", err)\n\t}\n\tshippingUSD, err := cs.quoteShipping(ctx, address, cartItems)\n\tif err != nil {\n\t\treturn out, fmt.Errorf(\"shipping quote failure: %+v\", err)\n\t}\n\tshippingPrice, err := cs.convertCurrency(ctx, shippingUSD, userCurrency)\n\tif err != nil {\n\t\treturn out, fmt.Errorf(\"failed to convert shipping cost to currency: %+v\", err)\n\t}\n\n\tout.shippingCostLocalized = shippingPrice\n\tout.cartItems = cartItems\n\tout.orderItems = orderItems\n\treturn out, nil\n}\n\nfunc (cs *checkoutService) quoteShipping(ctx context.Context, address *pb.Address, items []*pb.CartItem) (*pb.Money, error) {\n\tshippingQuote, err := pb.NewShippingServiceClient(cs.shippingSvcConn).\n\t\tGetQuote(ctx, &pb.GetQuoteRequest{\n\t\t\tAddress: address,\n\t\t\tItems: items})\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to get shipping quote: %+v\", err)\n\t}\n\treturn shippingQuote.GetCostUsd(), nil\n}\n\nfunc (cs *checkoutService) getUserCart(ctx context.Context, userID string) ([]*pb.CartItem, error) {\n\tcart, err := pb.NewCartServiceClient(cs.cartSvcConn).GetCart(ctx, &pb.GetCartRequest{UserId: userID})\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to get user cart during checkout: %+v\", err)\n\t}\n\ttime.Sleep(time.Millisecond * time.Duration(3000))\n\treturn cart.GetItems(), nil\n}\n\nfunc (cs *checkoutService) emptyUserCart(ctx context.Context, userID string) error {\n\tif _, err := pb.NewCartServiceClient(cs.cartSvcConn).EmptyCart(ctx, &pb.EmptyCartRequest{UserId: userID}); err != nil {\n\t\treturn fmt.Errorf(\"failed to empty user cart during checkout: %+v\", err)\n\t}\n\treturn nil\n}\n\nfunc (cs *checkoutService) prepOrderItems(ctx context.Context, items []*pb.CartItem, userCurrency string) ([]*pb.OrderItem, error) {\n\tout := make([]*pb.OrderItem, len(items))\n\tcl := pb.NewProductCatalogServiceClient(cs.productCatalogSvcConn)\n\n\tfor i, item := range items {\n\t\tproduct, err := cl.GetProduct(ctx, &pb.GetProductRequest{Id: item.GetProductId()})\n\t\tif err != nil {\n\t\t\treturn nil, fmt.Errorf(\"failed to get product #%q\", item.GetProductId())\n\t\t}\n\t\tprice, err := cs.convertCurrency(ctx, product.GetPriceUsd(), userCurrency)\n\t\tif err != nil {\n\t\t\treturn nil, fmt.Errorf(\"failed to convert price of %q to %s\", item.GetProductId(), userCurrency)\n\t\t}\n\t\tout[i] = &pb.OrderItem{\n\t\t\tItem: item,\n\t\t\tCost: price}\n\t}\n\treturn out, nil\n}\n\nfunc (cs *checkoutService) convertCurrency(ctx context.Context, from *pb.Money, toCurrency string) (*pb.Money, error) {\n\tresult, err := pb.NewCurrencyServiceClient(cs.currencySvcConn).Convert(context.TODO(), &pb.CurrencyConversionRequest{\n\t\tFrom: from,\n\t\tToCode: toCurrency})\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to convert currency: %+v\", err)\n\t}\n\treturn result, err\n}\n\nfunc (cs *checkoutService) chargeCard(ctx context.Context, amount *pb.Money, paymentInfo *pb.CreditCardInfo) (string, error) {\n\tpaymentResp, err := pb.NewPaymentServiceClient(cs.paymentSvcConn).Charge(ctx, &pb.ChargeRequest{\n\t\tAmount: amount,\n\t\tCreditCard: paymentInfo})\n\tif err != nil {\n\t\treturn \"\", fmt.Errorf(\"could not charge the card: %+v\", err)\n\t}\n\treturn paymentResp.GetTransactionId(), nil\n}\n\nfunc (cs *checkoutService) sendOrderConfirmation(ctx context.Context, email string, order *pb.OrderResult) error {\n\t_, err := pb.NewEmailServiceClient(cs.emailSvcConn).SendOrderConfirmation(ctx, &pb.SendOrderConfirmationRequest{\n\t\tEmail: email,\n\t\tOrder: order})\n\treturn err\n}\n\nfunc (cs *checkoutService) shipOrder(ctx context.Context, address *pb.Address, items []*pb.CartItem) (string, error) {\n\tresp, err := pb.NewShippingServiceClient(cs.shippingSvcConn).ShipOrder(ctx, &pb.ShipOrderRequest{\n\t\tAddress: address,\n\t\tItems: items})\n\tif err != nil {\n\t\treturn \"\", fmt.Errorf(\"shipment failed: %+v\", err)\n\t}\n\treturn resp.GetTrackingId(), nil\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/90/path1.json b/golden-trajectory/boutique/codedefect/90/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..e2b131595cc1cbad5c3e0a2c2191fc7ad54c3f44 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/90/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetRecentLogs", + "GetErrorLogs", + "GetAppYAML", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-g5cn2 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-95r6p 2/2 Running 0 5m42s\ncheckoutservice-5b97d6df88-wf4gj 2/2 Running 0 5m42s\ncurrencyservice-5bc9dbdf66-qkndb 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-f8m6b 2/2 Running 0 5m41s\nfrontend-79bb68d59d-htz8b 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-zpmsk 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-gs667 2/2 Running 0 5m41s\nrecommendationservice-786899779d-n28n6 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-zckrs 2/2 Running 0 5m40s\nshippingservice-db6465f5d-sk8rt 1/2 CrashLoopBackOff 3 (38s ago) 2m31s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'shippingservice-db6465f5d-sk8rt', namespace: 'boutique'}", + "output": "Name: shippingservice-db6465f5d-sk8rt\nNamespace: boutique\nPriority: 0\nService Account: shippingservice\nNode: worker-01/192.168.0.222\nStart Time: Mon, 18 May 2026 18:59:31 +0800\nLabels: app=shippingservice\n networking.istio.io/tunnel=http\n pod-template-hash=db6465f5d\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=shippingservice\n service.istio.io/canonical-revision=latest\nAnnotations: istio.io/rev: default\n kubectl.kubernetes.io/default-container: server\n kubectl.kubernetes.io/default-logs-container: server\n prometheus.io/path: /stats/prometheus\n prometheus.io/port: 15020\n prometheus.io/scrape: true\n sidecar.istio.io/interceptionMode: REDIRECT\n sidecar.istio.io/status:\n {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n traffic.sidecar.istio.io/excludeInboundPorts: 15020\n traffic.sidecar.istio.io/includeInboundPorts: *\n traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus: Running\nIP: 172.20.1.93\nIPs:\n IP: 172.20.1.93\nControlled By: ReplicaSet/shippingservice-db6465f5d\nInit Containers:\n istio-validation:\n Container ID: containerd://9d892c51a42314a7aa195671e04a36711b008d9453d294801cb6a39ef1916c43\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: \n Host Port: \n Args:\n istio-iptables\n -p\n 15001\n -z\n 15006\n -u\n 1337\n -m\n REDIRECT\n -i\n *\n -x\n \n -b\n *\n -d\n 15090,15021,15020\n --log_output_level=default:info\n --run-validation\n --skip-rule-apply\n State: Terminated\n Reason: Completed\n Exit Code: 0\n Started: Mon, 18 May 2026 18:59:32 +0800\n Finished: Mon, 18 May 2026 18:59:32 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Environment:\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-trncc (ro)\nContainers:\n server:\n Container ID: containerd://0f1eb9d031f75d5974040f4ef8705cec61ec7ac9766c5894b00386816a52c4b4\n Image: wangyl2128/shippingservice-v2:latest\n Image ID: docker.io/wangyl2128/shippingservice-v2@sha256:93091da087c3e14d41c6e352048b4226f1e841f53ffb108b2af462ff053100b0\n Port: 50051/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: CrashLoopBackOff\n Last State: Terminated\n Reason: OOMKilled\n Exit Code: 137\n Started: Mon, 18 May 2026 19:01:09 +0800\n Finished: Mon, 18 May 2026 19:01:24 +0800\n Ready: False\n Restart Count: 3\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Liveness: http-get http://:15020/app-health/server/livez delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: http-get http://:15020/app-health/server/readyz delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment:\n PORT: 50051\n DISABLE_PROFILER: 1\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-trncc (ro)\n istio-proxy:\n Container ID: containerd://577e4080834aa962cfe75fe01310a13189e6c0df4a600bc1a0e68677f15b1fd8\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: 15090/TCP\n Host Port: 0/TCP\n Args:\n proxy\n sidecar\n --domain\n $(POD_NAMESPACE).svc.cluster.local\n --proxyLogLevel=warning\n --proxyComponentLogLevel=misc:error\n --log_output_level=default:info\n State: Running\n Started: Mon, 18 May 2026 18:59:35 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Readiness: http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n Startup: http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n Environment:\n PILOT_CERT_PROVIDER: istiod\n CA_ADDR: istiod.istio-system.svc:15012\n POD_NAME: shippingservice-db6465f5d-sk8rt (v1:metadata.name)\n POD_NAMESPACE: boutique (v1:metadata.namespace)\n INSTANCE_IP: (v1:status.podIP)\n SERVICE_ACCOUNT: (v1:spec.serviceAccountName)\n HOST_IP: (v1:status.hostIP)\n ISTIO_CPU_LIMIT: 2 (limits.cpu)\n PROXY_CONFIG: {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n \n ISTIO_META_POD_PORTS: [\n {\"containerPort\":50051,\"protocol\":\"TCP\"}\n ]\n ISTIO_META_APP_CONTAINERS: server\n GOMEMLIMIT: 1073741824 (limits.memory)\n GOMAXPROCS: 2 (limits.cpu)\n ISTIO_META_CLUSTER_ID: Kubernetes\n ISTIO_META_NODE_NAME: (v1:spec.nodeName)\n ISTIO_META_INTERCEPTION_MODE: REDIRECT\n ISTIO_META_WORKLOAD_NAME: shippingservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/shippingservice\n ISTIO_META_MESH_ID: cluster.local\n TRUST_DOMAIN: cluster.local\n ISTIO_META_ENABLE_HBONE: true\n ISTIO_KUBE_APP_PROBERS: {\"/app-health/server/livez\":{\"grpc\":{\"port\":50051,\"service\":\"\"},\"timeoutSeconds\":1},\"/app-health/server/readyz\":{\"grpc\":{\"port\":50051,\"service\":\"\"},\"timeoutSeconds\":1}}\n Mounts:\n /etc/istio/pod from istio-podinfo (rw)\n /etc/istio/proxy from istio-envoy (rw)\n /var/lib/istio/data from istio-data (rw)\n /var/run/secrets/credential-uds from credential-socket (rw)\n /var/run/secrets/istio from istiod-ca-cert (rw)\n /var/run/secrets/istio/crl from istio-ca-crl (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-trncc (ro)\n /var/run/secrets/tokens from istio-token (rw)\n /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n Type Status\n PodReadyToStartContainers True \n Initialized True \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n workload-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: \n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-podinfo:\n Type: DownwardAPI (a volume populated by information about the pod)\n Items:\n metadata.labels -> labels\n metadata.annotations -> annotations\n istio-token:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 43200\n istiod-ca-cert:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-root-cert\n Optional: false\n istio-ca-crl:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-crl\n Optional: true\n kube-api-access-trncc:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 2m34s default-scheduler Successfully assigned boutique/shippingservice-db6465f5d-sk8rt to worker-01\n Normal Pulled 2m33s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m33s kubelet Created container istio-validation\n Normal Started 2m33s kubelet Started container istio-validation\n Normal Pulled 2m31s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.894s (1.895s including waiting). Image size: 7694404 bytes.\n Normal Created 2m30s kubelet Created container istio-proxy\n Normal Pulled 2m30s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m30s kubelet Started container istio-proxy\n Normal Pulled 2m18s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.9s (1.9s including waiting). Image size: 7694404 bytes.\n Normal Started 96s (x3 over 2m30s) kubelet Started container server\n Normal Pulled 96s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 2.014s (2.014s including waiting). Image size: 7694404 bytes.\n Warning BackOff 74s (x4 over 2m1s) kubelet Back-off restarting failed container server in pod shippingservice-db6465f5d-sk8rt_boutique(ec3617ff-99aa-4d3c-a1b8-b4cc192de083)\n Normal Pulling 58s (x4 over 2m32s) kubelet Pulling image \"wangyl2128/shippingservice-v2:latest\"\n Normal Created 56s (x4 over 2m30s) kubelet Created container server\n Normal Pulled 56s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.91s (1.91s including waiting). Image size: 7694404 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 5, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-18 18:59:26 ~ 2026-05-18 19:02:01', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=99.9% -> Cur=78.8% (-21.2%)']}, {'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-18 18:59:26 ~ 2026-05-18 19:02:01', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Add product to cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 180, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 178, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'GET', 'business_action': 'View cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 152, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetRecentLogs", + "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'shippingservice'}", + "output": "['From shippingservice logs:', '2026-05-18T19:02:13.069776985+08:00 {\"message\":\"Tracing enabled, but temporarily unavailable\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:02:13.06965105Z\"}', '2026-05-18T19:02:13.069800050+08:00 {\"message\":\"See https://github.com/GoogleCloudPlatform/microservices-demo/issues/422 for more info.\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:02:13.06972052Z\"}', '2026-05-18T19:02:13.069804120+08:00 {\"message\":\"Profiling disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:02:13.069745831Z\"}', '2026-05-18T19:02:13.069813376+08:00 {\"message\":\"Stats enabled, but temporarily unavailable\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:02:13.069777352Z\"}', '2026-05-18T19:02:13.069820263+08:00 {\"message\":\"Shipping Service listening on port :50051\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:02:13.069803436Z\"}', '', 'From previous container logs:', '{\"message\":\"Tracing enabled, but temporarily unavailable\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:09.065040941Z\"}', '{\"message\":\"See https://github.com/GoogleCloudPlatform/microservices-demo/issues/422 for more info.\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:09.065103044Z\"}', '{\"message\":\"Profiling disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:09.065127791Z\"}', '{\"message\":\"Stats enabled, but temporarily unavailable\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:09.065155911Z\"}', '{\"message\":\"Shipping Service listening on port :50051\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:09.065182525Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:21.951542284Z\"}', '{\"message\":\"[GetQuote] completed request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:21.951577666Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:22.306726656Z\"}', '{\"message\":\"[GetQuote] completed request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:22.306754455Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:22.532044291Z\"}', '{\"message\":\"[GetQuote] completed request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:22.532070106Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:22.840008288Z\"}', '{\"message\":\"[GetQuote] completed request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:22.840038329Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:23.017851086Z\"}', '{\"message\":\"[GetQuote] completed request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:23.017878778Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:23.059735569Z\"}', '{\"message\":\"[GetQuote] completed request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:23.059770451Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:23.516834945Z\"}', '{\"message\":\"[GetQuote] completed request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:23.516859479Z\"}', '{\"message\":\"[ShipOrder] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:23.521462671Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:23.616405992Z\"}', '{\"message\":\"[GetQuote] completed request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:23.616620374Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:24.016325606Z\"}', '{\"message\":\"[GetQuote] completed request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:24.01639708Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:24.219889313Z\"}', '{\"message\":\"[GetQuote] completed request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:24.219923544Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:24.326392059Z\"}', '{\"message\":\"[GetQuote] completed request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:24.326429874Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:24.41582853Z\"}', '{\"message\":\"[GetQuote] completed request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:24.415864077Z\"}', '{\"message\":\"[ShipOrder] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:24.415917492Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:24.716193252Z\"}', '{\"message\":\"[GetQuote] completed request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:01:24.716222504Z\"}', '', 'From istio-proxy logs:', '2026-05-18T10:59:35.115100Z\\tinfo\\tFLAG: --proxyLogLevel=\"warning\"', '2026-05-18T10:59:35.115115Z\\tinfo\\tFLAG: --serviceCluster=\"istio-proxy\"', '2026-05-18T10:59:35.115118Z\\tinfo\\tFLAG: --stsPort=\"0\"', '2026-05-18T10:59:35.115121Z\\tinfo\\tFLAG: --templateFile=\"\"', '2026-05-18T10:59:35.115124Z\\tinfo\\tFLAG: --tokenManagerPlugin=\"\"', '2026-05-18T10:59:35.115134Z\\tinfo\\tFLAG: --vklog=\"0\"', '2026-05-18T10:59:35.115140Z\\tinfo\\tVersion 1.27.3-df538c2279a633544e6c0961a03ab772729933be-Clean', '2026-05-18T10:59:35.115332Z\\tinfo\\tProxy role\\tips=[172.20.1.93] type=sidecar id=shippingservice-db6465f5d-sk8rt.boutique domain=boutique.svc.cluster.local', '2026-05-18T10:59:35.115401Z\\tinfo\\tApply proxy config from env {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}', '2026-05-18T10:59:35.117135Z\\tinfo\\tcpu limit detected as 2, setting concurrency', '2026-05-18T10:59:35.117454Z\\tinfo\\tEffective config: binaryPath: /usr/local/bin/envoy', 'concurrency: 2', 'configPath: ./etc/istio/proxy', 'controlPlaneAuthPolicy: MUTUAL_TLS', 'discoveryAddress: istiod.istio-system.svc:15012', 'drainDuration: 45s', 'image:', 'imageType: distroless', 'proxyAdminPort: 15000', 'proxyMetadata:', 'ISTIO_META_ENABLE_HBONE: \"true\"', 'serviceCluster: istio-proxy', 'statNameLength: 189', 'statusPort: 15020', 'terminationDrainDuration: 5s', '2026-05-18T10:59:35.117467Z\\tinfo\\tJWT policy is third-party-jwt', '2026-05-18T10:59:35.117471Z\\tinfo\\tusing credential fetcher of JWT type in cluster.local trust domain', '2026-05-18T10:59:35.148677Z\\tinfo\\tOpening status port 15020', '2026-05-18T10:59:35.148686Z\\tinfo\\tStarting default Istio SDS Server', '2026-05-18T10:59:35.149004Z\\tinfo\\tCA Endpoint istiod.istio-system.svc:15012, provider Citadel', '2026-05-18T10:59:35.149029Z\\tinfo\\tUsing CA istiod.istio-system.svc:15012 cert with certs: var/run/secrets/istio/root-cert.pem', '2026-05-18T10:59:35.149526Z\\tinfo\\txdsproxy\\tInitializing with upstream address \"istiod.istio-system.svc:15012\" and cluster \"Kubernetes\"', '2026-05-18T10:59:35.149668Z\\tinfo\\tsds\\tStarting SDS grpc server', '2026-05-18T10:59:35.149684Z\\tinfo\\tsds\\tStarting SDS server for workload certificates, will listen on \"var/run/secrets/workload-spiffe-uds/socket\"', '2026-05-18T10:59:35.150755Z\\tinfo\\tPilot SAN: [istiod.istio-system.svc]', '2026-05-18T10:59:35.151575Z\\tinfo\\tStarting proxy agent', '2026-05-18T10:59:35.151610Z\\tinfo\\tEnvoy command: [-c etc/istio/proxy/envoy-rev.json --drain-time-s 45 --drain-strategy immediate --local-address-ip-version v4 --file-flush-interval-msec 1000 --disable-hot-restart --allow-unknown-static-fields -l warning --component-log-level misc:error --skip-deprecated-logs --concurrency 2]', '2026-05-18T10:59:35.209826Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:905\\tUsage of the deprecated runtime key overload.global_downstream_max_connections, consider switching to `envoy.resource_monitors.global_downstream_max_connections` instead.This runtime key will be removed in future.\\tthread=14', '2026-05-18T10:59:35.210858Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:1001\\tThere is no configured limit to the number of allowed active downstream connections. Configure a limit in `envoy.resource_monitors.global_downstream_max_connections` resource monitor.\\tthread=14', '2026-05-18T10:59:35.217699Z\\tinfo\\txdsproxy\\tconnected to delta upstream XDS server: istiod.istio-system.svc:15012\\tid=1', '2026-05-18T10:59:35.255768Z\\tinfo\\tads\\tADS: new connection for node:1', '2026-05-18T10:59:35.257134Z\\tinfo\\tads\\tADS: new connection for node:2', '2026-05-18T10:59:35.437020Z\\tinfo\\tcache\\tgenerated new workload certificate\\tresourceName=default latency=287.235449ms ttl=23h59m59.562984131s', '2026-05-18T10:59:35.437057Z\\tinfo\\tcache\\tRoot cert has changed, start rotating root cert', '2026-05-18T10:59:35.437084Z\\tinfo\\tcache\\treturned workload certificate from cache\\tttl=23h59m59.562919835s', '2026-05-18T10:59:35.437091Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.562909043s', '2026-05-18T10:59:35.437200Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.562800323s', '2026-05-18T10:59:35.437495Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.562505612s', '2026-05-18T10:59:36.795710Z\\tinfo\\tReadiness succeeded in 1.683479102s', '2026-05-18T10:59:36.795972Z\\tinfo\\tEnvoy proxy is ready']" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'shippingservice'}", + "output": "{\n \"total_log_count\": 38,\n \"total_errors\": 4,\n \"total_error_ratio\": 0.1053,\n \"patterns\": [\n {\n \"count\": 2,\n \"ratio\": 0.0526,\n \"sample\": \"{\\\"message\\\":\\\"Stats enabled, but temporarily unavailable\\\",\\\"severity\\\":\\\"info\\\",\\\"timestamp\\\":\\\"2026-05-18T11:01:09.065155911Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0263,\n \"sample\": \"2026-05-18T19:02:13.069776985+08:00 {\\\"message\\\":\\\"Tracing enabled, but temporarily unavailable\\\",\\\"severity\\\":\\\"info\\\",\\\"timestamp\\\":\\\"2026-05-18T11:02:13.06965105Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0263,\n \"sample\": \"2026-05-18T19:02:13.069813376+08:00 {\\\"message\\\":\\\"Stats enabled, but temporarily unavailable\\\",\\\"severity\\\":\\\"info\\\",\\\"timestamp\\\":\\\"2026-05-18T11:02:13.069777352Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'shippingservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: shippingservice\n namespace: boutique\n labels:\n app: shippingservice\nspec:\n selector:\n matchLabels:\n app: shippingservice\n template:\n metadata:\n labels:\n app: shippingservice\n spec:\n serviceAccountName: shippingservice\n securityContext:\n fsGroup: 1000\n runAsGroup: 1000\n runAsNonRoot: true\n runAsUser: 1000\n containers:\n - name: server\n securityContext:\n allowPrivilegeEscalation: false\n capabilities:\n drop:\n - ALL\n privileged: false\n readOnlyRootFilesystem: false\n image: wangyl2128/shippingservice-v2:latest\n ports:\n - containerPort: 50051\n env:\n - name: PORT\n value: \"50051\"\n - name: DISABLE_PROFILER\n value: \"1\"\n readinessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 50051\n livenessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 50051\n resources:\n requests:\n cpu: 100m\n memory: 64Mi\n limits:\n cpu: 200m\n memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: shippingservice\n namespace: boutique\n labels:\n app: shippingservice\nspec:\n type: ClusterIP\n selector:\n app: shippingservice\n ports:\n - name: grpc\n port: 50051\n targetPort: 50051\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: shippingservice\n namespace: boutique" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'main.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"runtime\"\n\t\"fmt\"\n\t\"net\"\n\t\"os\"\n\t\"time\"\n\n\t\"cloud.google.com/go/profiler\"\n\t\"github.com/sirupsen/logrus\"\n\t\"golang.org/x/net/context\"\n\t\"google.golang.org/grpc\"\n\t\"google.golang.org/grpc/codes\"\n\t\"google.golang.org/grpc/health\"\n\t\"google.golang.org/grpc/reflection\"\n\t\"google.golang.org/grpc/status\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/shippingservice/genproto\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n)\n\nconst (\n\tdefaultPort = \"50051\"\n)\n\nvar log *logrus.Logger\n\nfunc init() {\n\tlog = logrus.New()\n\tlog.Level = logrus.DebugLevel\n\tlog.Formatter = &logrus.JSONFormatter{\n\t\tFieldMap: logrus.FieldMap{\n\t\t\tlogrus.FieldKeyTime: \"timestamp\",\n\t\t\tlogrus.FieldKeyLevel: \"severity\",\n\t\t\tlogrus.FieldKeyMsg: \"message\",\n\t\t},\n\t\tTimestampFormat: time.RFC3339Nano,\n\t}\n\tlog.Out = os.Stdout\n}\n\nfunc main() {\n\tif os.Getenv(\"DISABLE_TRACING\") == \"\" {\n\t\tlog.Info(\"Tracing enabled, but temporarily unavailable\")\n\t\tlog.Info(\"See https://github.com/GoogleCloudPlatform/microservices-demo/issues/422 for more info.\")\n\t\tgo initTracing()\n\t} else {\n\t\tlog.Info(\"Tracing disabled.\")\n\t}\n\n\tif os.Getenv(\"DISABLE_PROFILER\") == \"\" {\n\t\tlog.Info(\"Profiling enabled.\")\n\t\tgo initProfiling(\"shippingservice\", \"1.0.0\")\n\t} else {\n\t\tlog.Info(\"Profiling disabled.\")\n\t}\n\n\tport := defaultPort\n\tif value, ok := os.LookupEnv(\"PORT\"); ok {\n\t\tport = value\n\t}\n\tport = fmt.Sprintf(\":%s\", port)\n\n\tlis, err := net.Listen(\"tcp\", port)\n\tif err != nil {\n\t\tlog.Fatalf(\"failed to listen: %v\", err)\n\t}\n\n\tvar srv *grpc.Server\n\tif os.Getenv(\"DISABLE_STATS\") == \"\" {\n\t\tlog.Info(\"Stats enabled, but temporarily unavailable\")\n\t\tsrv = grpc.NewServer()\n\t} else {\n\t\tlog.Info(\"Stats disabled.\")\n\t\tsrv = grpc.NewServer()\n\t}\n\tsvc := &server{}\n\tpb.RegisterShippingServiceServer(srv, svc)\n\thealthcheck := health.NewServer()\n\thealthpb.RegisterHealthServer(srv, healthcheck)\n\tlog.Infof(\"Shipping Service listening on port %s\", port)\n\n\t// Register reflection service on gRPC server.\n\treflection.Register(srv)\n\tif err := srv.Serve(lis); err != nil {\n\t\tlog.Fatalf(\"failed to serve: %v\", err)\n\t}\n}\n\n// server controls RPC service responses.\ntype server struct {\n\tpb.UnimplementedShippingServiceServer\n}\n\n// Check is for health checking.\nfunc (s *server) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (s *server) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\n// GetQuote produces a shipping quote (cost) in USD.\nfunc (s *server) GetQuote(ctx context.Context, in *pb.GetQuoteRequest) (*pb.GetQuoteResponse, error) {\n\tlog.Info(\"[GetQuote] received request\")\n\tdefer log.Info(\"[GetQuote] completed request\")\n\n\t// 1. Generate a quote based on the total number of items to be shipped.\n\tcount := 0\n\tfor _, item := range in.Items {\n\t\tcount += int(item.Quantity)\n\t}\n\tquote := CreateQuoteFromCount(count)\n\n\t// 2. Generate a response.\n\treturn &pb.GetQuoteResponse{\n\t\tCostUsd: &pb.Money{\n\t\t\tCurrencyCode: \"USD\",\n\t\t\tUnits: int64(quote.Dollars),\n\t\t\tNanos: int32(quote.Cents * 10000000)},\n\t}, nil\n\n}\n\n// ShipOrder mocks that the requested items will be shipped.\n// It supplies a tracking ID for notional lookup of shipment delivery status.\nfunc (s *server) ShipOrder(ctx context.Context, in *pb.ShipOrderRequest) (*pb.ShipOrderResponse, error) {\n\tlog.Info(\"[ShipOrder] received request\")\n\tdefer log.Info(\"[ShipOrder] completed request\")\n\t// 1. Create a Tracking ID\n\tbaseAddress := fmt.Sprintf(\"%s, %s, %s\", in.Address.StreetAddress, in.Address.City, in.Address.State)\n\tid := CreateTrackingId(baseAddress)\n\n\tnumbers := make([]int, 1, 1)\n\tfor i := 0; i < 1024*1024*20; i++ {\n\t\tnumbers = append(numbers, 1)\n\t}\n\truntime.GC()\n\n\t// 2. Generate a response.\n\treturn &pb.ShipOrderResponse{\n\t\tTrackingId: id,\n\t}, nil\n}\n\nfunc initStats() {\n\t//TODO(arbrown) Implement OpenTelemetry stats\n}\n\nfunc initTracing() {\n\t// TODO(arbrown) Implement OpenTelemetry tracing\n}\n\nfunc initProfiling(service, version string) {\n\t// TODO(ahmetb) this method is duplicated in other microservices using Go\n\t// since they are not sharing packages.\n\tfor i := 1; i <= 3; i++ {\n\t\tif err := profiler.Start(profiler.Config{\n\t\t\tService: service,\n\t\t\tServiceVersion: version,\n\t\t\t// ProjectID must be set if not running on GCP.\n\t\t\t// ProjectID: \"my-project\",\n\t\t}); err != nil {\n\t\t\tlog.Warnf(\"failed to start profiler: %+v\", err)\n\t\t} else {\n\t\t\tlog.Info(\"started Stackdriver profiler\")\n\t\t\treturn\n\t\t}\n\t\td := time.Second * 10 * time.Duration(i)\n\t\tlog.Infof(\"sleeping %v to retry initializing Stackdriver profiler\", d)\n\t\ttime.Sleep(d)\n\t}\n\tlog.Warn(\"could not initialize Stackdriver profiler after retrying, giving up\")\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/90/path2.json b/golden-trajectory/boutique/codedefect/90/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..3502b2820e827f5a01c8f98c5ec8bcc52bd09169 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/90/path2.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetAppYAML", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-g5cn2 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-95r6p 2/2 Running 0 5m42s\ncheckoutservice-5b97d6df88-wf4gj 2/2 Running 0 5m42s\ncurrencyservice-5bc9dbdf66-qkndb 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-f8m6b 2/2 Running 0 5m41s\nfrontend-79bb68d59d-htz8b 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-zpmsk 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-gs667 2/2 Running 0 5m41s\nrecommendationservice-786899779d-n28n6 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-zckrs 2/2 Running 0 5m40s\nshippingservice-db6465f5d-sk8rt 1/2 CrashLoopBackOff 3 (38s ago) 2m31s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'shippingservice-db6465f5d-sk8rt', namespace: 'boutique'}", + "output": "Name: shippingservice-db6465f5d-sk8rt\nNamespace: boutique\nPriority: 0\nService Account: shippingservice\nNode: worker-01/192.168.0.222\nStart Time: Mon, 18 May 2026 18:59:31 +0800\nLabels: app=shippingservice\n networking.istio.io/tunnel=http\n pod-template-hash=db6465f5d\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=shippingservice\n service.istio.io/canonical-revision=latest\nAnnotations: istio.io/rev: default\n kubectl.kubernetes.io/default-container: server\n kubectl.kubernetes.io/default-logs-container: server\n prometheus.io/path: /stats/prometheus\n prometheus.io/port: 15020\n prometheus.io/scrape: true\n sidecar.istio.io/interceptionMode: REDIRECT\n sidecar.istio.io/status:\n {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n traffic.sidecar.istio.io/excludeInboundPorts: 15020\n traffic.sidecar.istio.io/includeInboundPorts: *\n traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus: Running\nIP: 172.20.1.93\nIPs:\n IP: 172.20.1.93\nControlled By: ReplicaSet/shippingservice-db6465f5d\nInit Containers:\n istio-validation:\n Container ID: containerd://9d892c51a42314a7aa195671e04a36711b008d9453d294801cb6a39ef1916c43\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: \n Host Port: \n Args:\n istio-iptables\n -p\n 15001\n -z\n 15006\n -u\n 1337\n -m\n REDIRECT\n -i\n *\n -x\n \n -b\n *\n -d\n 15090,15021,15020\n --log_output_level=default:info\n --run-validation\n --skip-rule-apply\n State: Terminated\n Reason: Completed\n Exit Code: 0\n Started: Mon, 18 May 2026 18:59:32 +0800\n Finished: Mon, 18 May 2026 18:59:32 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Environment:\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-trncc (ro)\nContainers:\n server:\n Container ID: containerd://0f1eb9d031f75d5974040f4ef8705cec61ec7ac9766c5894b00386816a52c4b4\n Image: wangyl2128/shippingservice-v2:latest\n Image ID: docker.io/wangyl2128/shippingservice-v2@sha256:93091da087c3e14d41c6e352048b4226f1e841f53ffb108b2af462ff053100b0\n Port: 50051/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: CrashLoopBackOff\n Last State: Terminated\n Reason: OOMKilled\n Exit Code: 137\n Started: Mon, 18 May 2026 19:01:09 +0800\n Finished: Mon, 18 May 2026 19:01:24 +0800\n Ready: False\n Restart Count: 3\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Liveness: http-get http://:15020/app-health/server/livez delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: http-get http://:15020/app-health/server/readyz delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment:\n PORT: 50051\n DISABLE_PROFILER: 1\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-trncc (ro)\n istio-proxy:\n Container ID: containerd://577e4080834aa962cfe75fe01310a13189e6c0df4a600bc1a0e68677f15b1fd8\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: 15090/TCP\n Host Port: 0/TCP\n Args:\n proxy\n sidecar\n --domain\n $(POD_NAMESPACE).svc.cluster.local\n --proxyLogLevel=warning\n --proxyComponentLogLevel=misc:error\n --log_output_level=default:info\n State: Running\n Started: Mon, 18 May 2026 18:59:35 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Readiness: http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n Startup: http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n Environment:\n PILOT_CERT_PROVIDER: istiod\n CA_ADDR: istiod.istio-system.svc:15012\n POD_NAME: shippingservice-db6465f5d-sk8rt (v1:metadata.name)\n POD_NAMESPACE: boutique (v1:metadata.namespace)\n INSTANCE_IP: (v1:status.podIP)\n SERVICE_ACCOUNT: (v1:spec.serviceAccountName)\n HOST_IP: (v1:status.hostIP)\n ISTIO_CPU_LIMIT: 2 (limits.cpu)\n PROXY_CONFIG: {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n \n ISTIO_META_POD_PORTS: [\n {\"containerPort\":50051,\"protocol\":\"TCP\"}\n ]\n ISTIO_META_APP_CONTAINERS: server\n GOMEMLIMIT: 1073741824 (limits.memory)\n GOMAXPROCS: 2 (limits.cpu)\n ISTIO_META_CLUSTER_ID: Kubernetes\n ISTIO_META_NODE_NAME: (v1:spec.nodeName)\n ISTIO_META_INTERCEPTION_MODE: REDIRECT\n ISTIO_META_WORKLOAD_NAME: shippingservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/shippingservice\n ISTIO_META_MESH_ID: cluster.local\n TRUST_DOMAIN: cluster.local\n ISTIO_META_ENABLE_HBONE: true\n ISTIO_KUBE_APP_PROBERS: {\"/app-health/server/livez\":{\"grpc\":{\"port\":50051,\"service\":\"\"},\"timeoutSeconds\":1},\"/app-health/server/readyz\":{\"grpc\":{\"port\":50051,\"service\":\"\"},\"timeoutSeconds\":1}}\n Mounts:\n /etc/istio/pod from istio-podinfo (rw)\n /etc/istio/proxy from istio-envoy (rw)\n /var/lib/istio/data from istio-data (rw)\n /var/run/secrets/credential-uds from credential-socket (rw)\n /var/run/secrets/istio from istiod-ca-cert (rw)\n /var/run/secrets/istio/crl from istio-ca-crl (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-trncc (ro)\n /var/run/secrets/tokens from istio-token (rw)\n /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n Type Status\n PodReadyToStartContainers True \n Initialized True \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n workload-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: \n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-podinfo:\n Type: DownwardAPI (a volume populated by information about the pod)\n Items:\n metadata.labels -> labels\n metadata.annotations -> annotations\n istio-token:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 43200\n istiod-ca-cert:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-root-cert\n Optional: false\n istio-ca-crl:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-crl\n Optional: true\n kube-api-access-trncc:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 2m34s default-scheduler Successfully assigned boutique/shippingservice-db6465f5d-sk8rt to worker-01\n Normal Pulled 2m33s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m33s kubelet Created container istio-validation\n Normal Started 2m33s kubelet Started container istio-validation\n Normal Pulled 2m31s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.894s (1.895s including waiting). Image size: 7694404 bytes.\n Normal Created 2m30s kubelet Created container istio-proxy\n Normal Pulled 2m30s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m30s kubelet Started container istio-proxy\n Normal Pulled 2m18s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.9s (1.9s including waiting). Image size: 7694404 bytes.\n Normal Started 96s (x3 over 2m30s) kubelet Started container server\n Normal Pulled 96s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 2.014s (2.014s including waiting). Image size: 7694404 bytes.\n Warning BackOff 74s (x4 over 2m1s) kubelet Back-off restarting failed container server in pod shippingservice-db6465f5d-sk8rt_boutique(ec3617ff-99aa-4d3c-a1b8-b4cc192de083)\n Normal Pulling 58s (x4 over 2m32s) kubelet Pulling image \"wangyl2128/shippingservice-v2:latest\"\n Normal Created 56s (x4 over 2m30s) kubelet Created container server\n Normal Pulled 56s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.91s (1.91s including waiting). Image size: 7694404 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 5, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-18 18:59:26 ~ 2026-05-18 19:02:01', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=99.9% -> Cur=78.8% (-21.2%)']}, {'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-18 18:59:26 ~ 2026-05-18 19:02:01', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Add product to cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 180, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 178, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'GET', 'business_action': 'View cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 152, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'shippingservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: shippingservice\n namespace: boutique\n labels:\n app: shippingservice\nspec:\n selector:\n matchLabels:\n app: shippingservice\n template:\n metadata:\n labels:\n app: shippingservice\n spec:\n serviceAccountName: shippingservice\n securityContext:\n fsGroup: 1000\n runAsGroup: 1000\n runAsNonRoot: true\n runAsUser: 1000\n containers:\n - name: server\n securityContext:\n allowPrivilegeEscalation: false\n capabilities:\n drop:\n - ALL\n privileged: false\n readOnlyRootFilesystem: false\n image: wangyl2128/shippingservice-v2:latest\n ports:\n - containerPort: 50051\n env:\n - name: PORT\n value: \"50051\"\n - name: DISABLE_PROFILER\n value: \"1\"\n readinessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 50051\n livenessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 50051\n resources:\n requests:\n cpu: 100m\n memory: 64Mi\n limits:\n cpu: 200m\n memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: shippingservice\n namespace: boutique\n labels:\n app: shippingservice\nspec:\n type: ClusterIP\n selector:\n app: shippingservice\n ports:\n - name: grpc\n port: 50051\n targetPort: 50051\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: shippingservice\n namespace: boutique" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'main.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"runtime\"\n\t\"fmt\"\n\t\"net\"\n\t\"os\"\n\t\"time\"\n\n\t\"cloud.google.com/go/profiler\"\n\t\"github.com/sirupsen/logrus\"\n\t\"golang.org/x/net/context\"\n\t\"google.golang.org/grpc\"\n\t\"google.golang.org/grpc/codes\"\n\t\"google.golang.org/grpc/health\"\n\t\"google.golang.org/grpc/reflection\"\n\t\"google.golang.org/grpc/status\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/shippingservice/genproto\"\n\thealthpb \"google.golang.org/grpc/health/grpc_health_v1\"\n)\n\nconst (\n\tdefaultPort = \"50051\"\n)\n\nvar log *logrus.Logger\n\nfunc init() {\n\tlog = logrus.New()\n\tlog.Level = logrus.DebugLevel\n\tlog.Formatter = &logrus.JSONFormatter{\n\t\tFieldMap: logrus.FieldMap{\n\t\t\tlogrus.FieldKeyTime: \"timestamp\",\n\t\t\tlogrus.FieldKeyLevel: \"severity\",\n\t\t\tlogrus.FieldKeyMsg: \"message\",\n\t\t},\n\t\tTimestampFormat: time.RFC3339Nano,\n\t}\n\tlog.Out = os.Stdout\n}\n\nfunc main() {\n\tif os.Getenv(\"DISABLE_TRACING\") == \"\" {\n\t\tlog.Info(\"Tracing enabled, but temporarily unavailable\")\n\t\tlog.Info(\"See https://github.com/GoogleCloudPlatform/microservices-demo/issues/422 for more info.\")\n\t\tgo initTracing()\n\t} else {\n\t\tlog.Info(\"Tracing disabled.\")\n\t}\n\n\tif os.Getenv(\"DISABLE_PROFILER\") == \"\" {\n\t\tlog.Info(\"Profiling enabled.\")\n\t\tgo initProfiling(\"shippingservice\", \"1.0.0\")\n\t} else {\n\t\tlog.Info(\"Profiling disabled.\")\n\t}\n\n\tport := defaultPort\n\tif value, ok := os.LookupEnv(\"PORT\"); ok {\n\t\tport = value\n\t}\n\tport = fmt.Sprintf(\":%s\", port)\n\n\tlis, err := net.Listen(\"tcp\", port)\n\tif err != nil {\n\t\tlog.Fatalf(\"failed to listen: %v\", err)\n\t}\n\n\tvar srv *grpc.Server\n\tif os.Getenv(\"DISABLE_STATS\") == \"\" {\n\t\tlog.Info(\"Stats enabled, but temporarily unavailable\")\n\t\tsrv = grpc.NewServer()\n\t} else {\n\t\tlog.Info(\"Stats disabled.\")\n\t\tsrv = grpc.NewServer()\n\t}\n\tsvc := &server{}\n\tpb.RegisterShippingServiceServer(srv, svc)\n\thealthcheck := health.NewServer()\n\thealthpb.RegisterHealthServer(srv, healthcheck)\n\tlog.Infof(\"Shipping Service listening on port %s\", port)\n\n\t// Register reflection service on gRPC server.\n\treflection.Register(srv)\n\tif err := srv.Serve(lis); err != nil {\n\t\tlog.Fatalf(\"failed to serve: %v\", err)\n\t}\n}\n\n// server controls RPC service responses.\ntype server struct {\n\tpb.UnimplementedShippingServiceServer\n}\n\n// Check is for health checking.\nfunc (s *server) Check(ctx context.Context, req *healthpb.HealthCheckRequest) (*healthpb.HealthCheckResponse, error) {\n\treturn &healthpb.HealthCheckResponse{Status: healthpb.HealthCheckResponse_SERVING}, nil\n}\n\nfunc (s *server) Watch(req *healthpb.HealthCheckRequest, ws healthpb.Health_WatchServer) error {\n\treturn status.Errorf(codes.Unimplemented, \"health check via Watch not implemented\")\n}\n\n// GetQuote produces a shipping quote (cost) in USD.\nfunc (s *server) GetQuote(ctx context.Context, in *pb.GetQuoteRequest) (*pb.GetQuoteResponse, error) {\n\tlog.Info(\"[GetQuote] received request\")\n\tdefer log.Info(\"[GetQuote] completed request\")\n\n\t// 1. Generate a quote based on the total number of items to be shipped.\n\tcount := 0\n\tfor _, item := range in.Items {\n\t\tcount += int(item.Quantity)\n\t}\n\tquote := CreateQuoteFromCount(count)\n\n\t// 2. Generate a response.\n\treturn &pb.GetQuoteResponse{\n\t\tCostUsd: &pb.Money{\n\t\t\tCurrencyCode: \"USD\",\n\t\t\tUnits: int64(quote.Dollars),\n\t\t\tNanos: int32(quote.Cents * 10000000)},\n\t}, nil\n\n}\n\n// ShipOrder mocks that the requested items will be shipped.\n// It supplies a tracking ID for notional lookup of shipment delivery status.\nfunc (s *server) ShipOrder(ctx context.Context, in *pb.ShipOrderRequest) (*pb.ShipOrderResponse, error) {\n\tlog.Info(\"[ShipOrder] received request\")\n\tdefer log.Info(\"[ShipOrder] completed request\")\n\t// 1. Create a Tracking ID\n\tbaseAddress := fmt.Sprintf(\"%s, %s, %s\", in.Address.StreetAddress, in.Address.City, in.Address.State)\n\tid := CreateTrackingId(baseAddress)\n\n\tnumbers := make([]int, 1, 1)\n\tfor i := 0; i < 1024*1024*20; i++ {\n\t\tnumbers = append(numbers, 1)\n\t}\n\truntime.GC()\n\n\t// 2. Generate a response.\n\treturn &pb.ShipOrderResponse{\n\t\tTrackingId: id,\n\t}, nil\n}\n\nfunc initStats() {\n\t//TODO(arbrown) Implement OpenTelemetry stats\n}\n\nfunc initTracing() {\n\t// TODO(arbrown) Implement OpenTelemetry tracing\n}\n\nfunc initProfiling(service, version string) {\n\t// TODO(ahmetb) this method is duplicated in other microservices using Go\n\t// since they are not sharing packages.\n\tfor i := 1; i <= 3; i++ {\n\t\tif err := profiler.Start(profiler.Config{\n\t\t\tService: service,\n\t\t\tServiceVersion: version,\n\t\t\t// ProjectID must be set if not running on GCP.\n\t\t\t// ProjectID: \"my-project\",\n\t\t}); err != nil {\n\t\t\tlog.Warnf(\"failed to start profiler: %+v\", err)\n\t\t} else {\n\t\t\tlog.Info(\"started Stackdriver profiler\")\n\t\t\treturn\n\t\t}\n\t\td := time.Second * 10 * time.Duration(i)\n\t\tlog.Infof(\"sleeping %v to retry initializing Stackdriver profiler\", d)\n\t\ttime.Sleep(d)\n\t}\n\tlog.Warn(\"could not initialize Stackdriver profiler after retrying, giving up\")\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/91/path1.json b/golden-trajectory/boutique/codedefect/91/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..93c5576af46c4f0a27afba7a25e31a80f29f1aae --- /dev/null +++ b/golden-trajectory/boutique/codedefect/91/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetRecentLogs", + "GetErrorLogs", + "GetAppYAML", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-b4vdb 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-rx4sp 2/2 Running 0 5m42s\ncheckoutservice-5b97d6df88-hs4d8 2/2 Running 0 5m42s\ncurrencyservice-5bc9dbdf66-wqdgb 2/2 Running 0 5m41s\nemailservice-c86b9b8f6-gzd6s 2/2 Running 0 5m41s\nfrontend-79bb68d59d-5ng6f 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-wkt2w 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-2f5bq 2/2 Running 0 5m40s\nrecommendationservice-786899779d-w5c2m 2/2 Running 0 5m40s\nredis-cart-64b9db6f79-d5ggv 2/2 Running 0 5m40s\nshippingservice-7b5c459cdd-cw46j 1/2 CrashLoopBackOff 3 (26s ago) 2m31s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'shippingservice-7b5c459cdd-cw46j', namespace: 'boutique'}", + "output": "Name: shippingservice-7b5c459cdd-cw46j\nNamespace: boutique\nPriority: 0\nService Account: shippingservice\nNode: worker-01/192.168.0.222\nStart Time: Mon, 18 May 2026 19:06:25 +0800\nLabels: app=shippingservice\n networking.istio.io/tunnel=http\n pod-template-hash=7b5c459cdd\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=shippingservice\n service.istio.io/canonical-revision=latest\nAnnotations: istio.io/rev: default\n kubectl.kubernetes.io/default-container: server\n kubectl.kubernetes.io/default-logs-container: server\n prometheus.io/path: /stats/prometheus\n prometheus.io/port: 15020\n prometheus.io/scrape: true\n sidecar.istio.io/interceptionMode: REDIRECT\n sidecar.istio.io/status:\n {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n traffic.sidecar.istio.io/excludeInboundPorts: 15020\n traffic.sidecar.istio.io/includeInboundPorts: *\n traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus: Running\nIP: 172.20.1.99\nIPs:\n IP: 172.20.1.99\nControlled By: ReplicaSet/shippingservice-7b5c459cdd\nInit Containers:\n istio-validation:\n Container ID: containerd://42cc2050c3d0f5a207f0b17ca0b5e3ddbd75813e0a1ade51e21921a54b48d1ed\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: \n Host Port: \n Args:\n istio-iptables\n -p\n 15001\n -z\n 15006\n -u\n 1337\n -m\n REDIRECT\n -i\n *\n -x\n \n -b\n *\n -d\n 15090,15021,15020\n --log_output_level=default:info\n --run-validation\n --skip-rule-apply\n State: Terminated\n Reason: Completed\n Exit Code: 0\n Started: Mon, 18 May 2026 19:06:26 +0800\n Finished: Mon, 18 May 2026 19:06:26 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Environment:\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-zz79f (ro)\nContainers:\n server:\n Container ID: containerd://f3414b0b9b327b2c0724f2ef940b7ea4bbbfb915aed5b76f2f993d019aa0085e\n Image: wangyl2128/shippingservice-v2:latest\n Image ID: docker.io/wangyl2128/shippingservice-v2@sha256:93091da087c3e14d41c6e352048b4226f1e841f53ffb108b2af462ff053100b0\n Port: 50051/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: CrashLoopBackOff\n Last State: Terminated\n Reason: OOMKilled\n Exit Code: 137\n Started: Mon, 18 May 2026 19:08:16 +0800\n Finished: Mon, 18 May 2026 19:08:30 +0800\n Ready: False\n Restart Count: 3\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Liveness: http-get http://:15020/app-health/server/livez delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: http-get http://:15020/app-health/server/readyz delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment:\n PORT: 50051\n DISABLE_PROFILER: 1\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-zz79f (ro)\n istio-proxy:\n Container ID: containerd://2058e383d7afda5515147d5285c7d99d56a4597839f7263524e9cffb6724cadb\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: 15090/TCP\n Host Port: 0/TCP\n Args:\n proxy\n sidecar\n --domain\n $(POD_NAMESPACE).svc.cluster.local\n --proxyLogLevel=warning\n --proxyComponentLogLevel=misc:error\n --log_output_level=default:info\n State: Running\n Started: Mon, 18 May 2026 19:06:29 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Readiness: http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n Startup: http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n Environment:\n PILOT_CERT_PROVIDER: istiod\n CA_ADDR: istiod.istio-system.svc:15012\n POD_NAME: shippingservice-7b5c459cdd-cw46j (v1:metadata.name)\n POD_NAMESPACE: boutique (v1:metadata.namespace)\n INSTANCE_IP: (v1:status.podIP)\n SERVICE_ACCOUNT: (v1:spec.serviceAccountName)\n HOST_IP: (v1:status.hostIP)\n ISTIO_CPU_LIMIT: 2 (limits.cpu)\n PROXY_CONFIG: {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n \n ISTIO_META_POD_PORTS: [\n {\"containerPort\":50051,\"protocol\":\"TCP\"}\n ]\n ISTIO_META_APP_CONTAINERS: server\n GOMEMLIMIT: 1073741824 (limits.memory)\n GOMAXPROCS: 2 (limits.cpu)\n ISTIO_META_CLUSTER_ID: Kubernetes\n ISTIO_META_NODE_NAME: (v1:spec.nodeName)\n ISTIO_META_INTERCEPTION_MODE: REDIRECT\n ISTIO_META_WORKLOAD_NAME: shippingservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/shippingservice\n ISTIO_META_MESH_ID: cluster.local\n TRUST_DOMAIN: cluster.local\n ISTIO_META_ENABLE_HBONE: true\n ISTIO_KUBE_APP_PROBERS: {\"/app-health/server/livez\":{\"grpc\":{\"port\":50051,\"service\":\"\"},\"timeoutSeconds\":1},\"/app-health/server/readyz\":{\"grpc\":{\"port\":50051,\"service\":\"\"},\"timeoutSeconds\":1}}\n Mounts:\n /etc/istio/pod from istio-podinfo (rw)\n /etc/istio/proxy from istio-envoy (rw)\n /var/lib/istio/data from istio-data (rw)\n /var/run/secrets/credential-uds from credential-socket (rw)\n /var/run/secrets/istio from istiod-ca-cert (rw)\n /var/run/secrets/istio/crl from istio-ca-crl (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-zz79f (ro)\n /var/run/secrets/tokens from istio-token (rw)\n /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n Type Status\n PodReadyToStartContainers True \n Initialized True \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n workload-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: \n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-podinfo:\n Type: DownwardAPI (a volume populated by information about the pod)\n Items:\n metadata.labels -> labels\n metadata.annotations -> annotations\n istio-token:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 43200\n istiod-ca-cert:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-root-cert\n Optional: false\n istio-ca-crl:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-crl\n Optional: true\n kube-api-access-zz79f:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 2m34s default-scheduler Successfully assigned boutique/shippingservice-7b5c459cdd-cw46j to worker-01\n Normal Pulled 2m33s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m33s kubelet Created container istio-validation\n Normal Started 2m33s kubelet Started container istio-validation\n Normal Created 2m30s kubelet Created container istio-proxy\n Normal Pulled 2m30s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.906s (1.906s including waiting). Image size: 7694404 bytes.\n Normal Pulled 2m30s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m30s kubelet Started container istio-proxy\n Normal Pulled 2m13s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.918s (1.918s including waiting). Image size: 7694404 bytes.\n Normal Created 96s (x3 over 2m30s) kubelet Created container server\n Normal Started 96s (x3 over 2m30s) kubelet Started container server\n Normal Pulled 96s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.938s (1.938s including waiting). Image size: 7694404 bytes.\n Warning BackOff 58s (x5 over 118s) kubelet Back-off restarting failed container server in pod shippingservice-7b5c459cdd-cw46j_boutique(112ff41e-3674-4d46-acc4-e1394e108def)\n Normal Pulling 45s (x4 over 2m32s) kubelet Pulling image \"wangyl2128/shippingservice-v2:latest\"\n Normal Pulled 43s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.958s (1.958s including waiting). Image size: 7694404 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 4, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-18 19:06:21 ~ 2026-05-18 19:08:56', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=100.0% -> Cur=73.8% (-26.2%)']}, {'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-18 19:06:21 ~ 2026-05-18 19:08:56', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=4.15ms -> Current=2777.17ms (+66819.9%) | Peak=3207.13ms']}, {'request_method': 'POST', 'business_action': 'Add product to cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 636, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'GET', 'business_action': 'View cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 346, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetRecentLogs", + "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'shippingservice'}", + "output": "['From shippingservice logs:', '2026-05-18T19:09:16.100322801+08:00 {\"message\":\"Tracing enabled, but temporarily unavailable\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:09:16.100200722Z\"}', '2026-05-18T19:09:16.100343618+08:00 {\"message\":\"See https://github.com/GoogleCloudPlatform/microservices-demo/issues/422 for more info.\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:09:16.100271538Z\"}', '2026-05-18T19:09:16.100357894+08:00 {\"message\":\"Profiling disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:09:16.100299971Z\"}', '2026-05-18T19:09:16.100375493+08:00 {\"message\":\"Stats enabled, but temporarily unavailable\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:09:16.100340296Z\"}', '2026-05-18T19:09:16.100448564+08:00 {\"message\":\"Shipping Service listening on port :50051\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:09:16.100401613Z\"}', '', 'From previous container logs:', '{\"message\":\"Tracing enabled, but temporarily unavailable\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:16.114239432Z\"}', '{\"message\":\"See https://github.com/GoogleCloudPlatform/microservices-demo/issues/422 for more info.\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:16.114307564Z\"}', '{\"message\":\"Profiling disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:16.11432888Z\"}', '{\"message\":\"Stats enabled, but temporarily unavailable\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:16.114371305Z\"}', '{\"message\":\"Shipping Service listening on port :50051\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:16.114409298Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:26.194684068Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:26.195694898Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:26.417407307Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:26.516110939Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:26.517199222Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:27.117508139Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:27.230613156Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:27.231881338Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:27.318600335Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:27.415765829Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:27.431198319Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:27.816582153Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:27.816610845Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:27.915767579Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:28.015911013Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:28.119976355Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:28.215769487Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:28.315797116Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:28.915957527Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:29.015747776Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:29.317783923Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:29.415773372Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:29.61576345Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:29.620157148Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:29.71574546Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:29.81716138Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:29.827239568Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T11:08:30.21578694Z\"}', '', 'From istio-proxy logs:', '2026-05-18T11:06:29.213110Z\\tinfo\\tFLAG: --proxyLogLevel=\"warning\"', '2026-05-18T11:06:29.213113Z\\tinfo\\tFLAG: --serviceCluster=\"istio-proxy\"', '2026-05-18T11:06:29.213116Z\\tinfo\\tFLAG: --stsPort=\"0\"', '2026-05-18T11:06:29.213119Z\\tinfo\\tFLAG: --templateFile=\"\"', '2026-05-18T11:06:29.213122Z\\tinfo\\tFLAG: --tokenManagerPlugin=\"\"', '2026-05-18T11:06:29.213126Z\\tinfo\\tFLAG: --vklog=\"0\"', '2026-05-18T11:06:29.213134Z\\tinfo\\tVersion 1.27.3-df538c2279a633544e6c0961a03ab772729933be-Clean', '2026-05-18T11:06:29.213294Z\\tinfo\\tProxy role\\tips=[172.20.1.99] type=sidecar id=shippingservice-7b5c459cdd-cw46j.boutique domain=boutique.svc.cluster.local', '2026-05-18T11:06:29.213351Z\\tinfo\\tApply proxy config from env {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}', '2026-05-18T11:06:29.214642Z\\tinfo\\tcpu limit detected as 2, setting concurrency', '2026-05-18T11:06:29.214954Z\\tinfo\\tEffective config: binaryPath: /usr/local/bin/envoy', 'concurrency: 2', 'configPath: ./etc/istio/proxy', 'controlPlaneAuthPolicy: MUTUAL_TLS', 'discoveryAddress: istiod.istio-system.svc:15012', 'drainDuration: 45s', 'image:', 'imageType: distroless', 'proxyAdminPort: 15000', 'proxyMetadata:', 'ISTIO_META_ENABLE_HBONE: \"true\"', 'serviceCluster: istio-proxy', 'statNameLength: 189', 'statusPort: 15020', 'terminationDrainDuration: 5s', '2026-05-18T11:06:29.214968Z\\tinfo\\tJWT policy is third-party-jwt', '2026-05-18T11:06:29.214970Z\\tinfo\\tusing credential fetcher of JWT type in cluster.local trust domain', '2026-05-18T11:06:29.243854Z\\tinfo\\tOpening status port 15020', '2026-05-18T11:06:29.243873Z\\tinfo\\tStarting default Istio SDS Server', '2026-05-18T11:06:29.244308Z\\tinfo\\tCA Endpoint istiod.istio-system.svc:15012, provider Citadel', '2026-05-18T11:06:29.244342Z\\tinfo\\tUsing CA istiod.istio-system.svc:15012 cert with certs: var/run/secrets/istio/root-cert.pem', '2026-05-18T11:06:29.245181Z\\tinfo\\txdsproxy\\tInitializing with upstream address \"istiod.istio-system.svc:15012\" and cluster \"Kubernetes\"', '2026-05-18T11:06:29.246951Z\\tinfo\\tPilot SAN: [istiod.istio-system.svc]', '2026-05-18T11:06:29.247884Z\\tinfo\\tStarting proxy agent', '2026-05-18T11:06:29.247939Z\\tinfo\\tEnvoy command: [-c etc/istio/proxy/envoy-rev.json --drain-time-s 45 --drain-strategy immediate --local-address-ip-version v4 --file-flush-interval-msec 1000 --disable-hot-restart --allow-unknown-static-fields -l warning --component-log-level misc:error --skip-deprecated-logs --concurrency 2]', '2026-05-18T11:06:29.248817Z\\tinfo\\tsds\\tStarting SDS grpc server', '2026-05-18T11:06:29.248833Z\\tinfo\\tsds\\tStarting SDS server for workload certificates, will listen on \"var/run/secrets/workload-spiffe-uds/socket\"', '2026-05-18T11:06:29.304856Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:905\\tUsage of the deprecated runtime key overload.global_downstream_max_connections, consider switching to `envoy.resource_monitors.global_downstream_max_connections` instead.This runtime key will be removed in future.\\tthread=14', '2026-05-18T11:06:29.305877Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:1001\\tThere is no configured limit to the number of allowed active downstream connections. Configure a limit in `envoy.resource_monitors.global_downstream_max_connections` resource monitor.\\tthread=14', '2026-05-18T11:06:29.311376Z\\tinfo\\txdsproxy\\tconnected to delta upstream XDS server: istiod.istio-system.svc:15012\\tid=1', '2026-05-18T11:06:29.353002Z\\tinfo\\tads\\tADS: new connection for node:1', '2026-05-18T11:06:29.353944Z\\tinfo\\tads\\tADS: new connection for node:2', '2026-05-18T11:06:29.464361Z\\tinfo\\tcache\\tgenerated new workload certificate\\tresourceName=default latency=217.888378ms ttl=23h59m59.535643201s', '2026-05-18T11:06:29.464400Z\\tinfo\\tcache\\tRoot cert has changed, start rotating root cert', '2026-05-18T11:06:29.464433Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.535567223s', '2026-05-18T11:06:29.464451Z\\tinfo\\tcache\\treturned workload certificate from cache\\tttl=23h59m59.535549507s', '2026-05-18T11:06:29.464568Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.53543837s', '2026-05-18T11:06:29.464932Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.535069053s', '2026-05-18T11:06:31.029631Z\\tinfo\\tReadiness succeeded in 1.819803181s', '2026-05-18T11:06:31.029926Z\\tinfo\\tEnvoy proxy is ready']" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'shippingservice'}", + "output": "{\n \"total_log_count\": 38,\n \"total_errors\": 4,\n \"total_error_ratio\": 0.1053,\n \"patterns\": [\n {\n \"count\": 2,\n \"ratio\": 0.0526,\n \"sample\": \"{\\\"message\\\":\\\"Stats enabled, but temporarily unavailable\\\",\\\"severity\\\":\\\"info\\\",\\\"timestamp\\\":\\\"2026-05-18T11:08:16.114371305Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0263,\n \"sample\": \"2026-05-18T19:09:16.100322801+08:00 {\\\"message\\\":\\\"Tracing enabled, but temporarily unavailable\\\",\\\"severity\\\":\\\"info\\\",\\\"timestamp\\\":\\\"2026-05-18T11:09:16.100200722Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0263,\n \"sample\": \"2026-05-18T19:09:16.100375493+08:00 {\\\"message\\\":\\\"Stats enabled, but temporarily unavailable\\\",\\\"severity\\\":\\\"info\\\",\\\"timestamp\\\":\\\"2026-05-18T11:09:16.100340296Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'shippingservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: shippingservice\n namespace: boutique\n labels:\n app: shippingservice\nspec:\n selector:\n matchLabels:\n app: shippingservice\n template:\n metadata:\n labels:\n app: shippingservice\n spec:\n serviceAccountName: shippingservice\n securityContext:\n fsGroup: 1000\n runAsGroup: 1000\n runAsNonRoot: true\n runAsUser: 1000\n containers:\n - name: server\n securityContext:\n allowPrivilegeEscalation: false\n capabilities:\n drop:\n - ALL\n privileged: false\n readOnlyRootFilesystem: false\n image: wangyl2128/shippingservice-v2:latest\n ports:\n - containerPort: 50051\n env:\n - name: PORT\n value: \"50051\"\n - name: DISABLE_PROFILER\n value: \"1\"\n readinessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 50051\n livenessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 50051\n resources:\n requests:\n cpu: 100m\n memory: 64Mi\n limits:\n cpu: 200m\n memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: shippingservice\n namespace: boutique\n labels:\n app: shippingservice\nspec:\n type: ClusterIP\n selector:\n app: shippingservice\n ports:\n - name: grpc\n port: 50051\n targetPort: 50051\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: shippingservice\n namespace: boutique" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tfor i := 0; i < 10; i++ {\n\t\tf, _ := os.Open(\"/src/log.csv\")\n\t\tr := csv.NewReader(f)\n\t\tr.ReadAll()\n\t\tf.Close()\n\t}\n\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/91/path2.json b/golden-trajectory/boutique/codedefect/91/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..736b3b31d934e900f6bf9a8724ca9abdc0214920 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/91/path2.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetErrorLogs", + "GetAppYAML", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-b4vdb 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-rx4sp 2/2 Running 0 5m42s\ncheckoutservice-5b97d6df88-hs4d8 2/2 Running 0 5m42s\ncurrencyservice-5bc9dbdf66-wqdgb 2/2 Running 0 5m41s\nemailservice-c86b9b8f6-gzd6s 2/2 Running 0 5m41s\nfrontend-79bb68d59d-5ng6f 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-wkt2w 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-2f5bq 2/2 Running 0 5m40s\nrecommendationservice-786899779d-w5c2m 2/2 Running 0 5m40s\nredis-cart-64b9db6f79-d5ggv 2/2 Running 0 5m40s\nshippingservice-7b5c459cdd-cw46j 1/2 CrashLoopBackOff 3 (26s ago) 2m31s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'shippingservice-7b5c459cdd-cw46j', namespace: 'boutique'}", + "output": "Name: shippingservice-7b5c459cdd-cw46j\nNamespace: boutique\nPriority: 0\nService Account: shippingservice\nNode: worker-01/192.168.0.222\nStart Time: Mon, 18 May 2026 19:06:25 +0800\nLabels: app=shippingservice\n networking.istio.io/tunnel=http\n pod-template-hash=7b5c459cdd\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=shippingservice\n service.istio.io/canonical-revision=latest\nAnnotations: istio.io/rev: default\n kubectl.kubernetes.io/default-container: server\n kubectl.kubernetes.io/default-logs-container: server\n prometheus.io/path: /stats/prometheus\n prometheus.io/port: 15020\n prometheus.io/scrape: true\n sidecar.istio.io/interceptionMode: REDIRECT\n sidecar.istio.io/status:\n {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n traffic.sidecar.istio.io/excludeInboundPorts: 15020\n traffic.sidecar.istio.io/includeInboundPorts: *\n traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus: Running\nIP: 172.20.1.99\nIPs:\n IP: 172.20.1.99\nControlled By: ReplicaSet/shippingservice-7b5c459cdd\nInit Containers:\n istio-validation:\n Container ID: containerd://42cc2050c3d0f5a207f0b17ca0b5e3ddbd75813e0a1ade51e21921a54b48d1ed\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: \n Host Port: \n Args:\n istio-iptables\n -p\n 15001\n -z\n 15006\n -u\n 1337\n -m\n REDIRECT\n -i\n *\n -x\n \n -b\n *\n -d\n 15090,15021,15020\n --log_output_level=default:info\n --run-validation\n --skip-rule-apply\n State: Terminated\n Reason: Completed\n Exit Code: 0\n Started: Mon, 18 May 2026 19:06:26 +0800\n Finished: Mon, 18 May 2026 19:06:26 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Environment:\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-zz79f (ro)\nContainers:\n server:\n Container ID: containerd://f3414b0b9b327b2c0724f2ef940b7ea4bbbfb915aed5b76f2f993d019aa0085e\n Image: wangyl2128/shippingservice-v2:latest\n Image ID: docker.io/wangyl2128/shippingservice-v2@sha256:93091da087c3e14d41c6e352048b4226f1e841f53ffb108b2af462ff053100b0\n Port: 50051/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: CrashLoopBackOff\n Last State: Terminated\n Reason: OOMKilled\n Exit Code: 137\n Started: Mon, 18 May 2026 19:08:16 +0800\n Finished: Mon, 18 May 2026 19:08:30 +0800\n Ready: False\n Restart Count: 3\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Liveness: http-get http://:15020/app-health/server/livez delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: http-get http://:15020/app-health/server/readyz delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment:\n PORT: 50051\n DISABLE_PROFILER: 1\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-zz79f (ro)\n istio-proxy:\n Container ID: containerd://2058e383d7afda5515147d5285c7d99d56a4597839f7263524e9cffb6724cadb\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: 15090/TCP\n Host Port: 0/TCP\n Args:\n proxy\n sidecar\n --domain\n $(POD_NAMESPACE).svc.cluster.local\n --proxyLogLevel=warning\n --proxyComponentLogLevel=misc:error\n --log_output_level=default:info\n State: Running\n Started: Mon, 18 May 2026 19:06:29 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Readiness: http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n Startup: http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n Environment:\n PILOT_CERT_PROVIDER: istiod\n CA_ADDR: istiod.istio-system.svc:15012\n POD_NAME: shippingservice-7b5c459cdd-cw46j (v1:metadata.name)\n POD_NAMESPACE: boutique (v1:metadata.namespace)\n INSTANCE_IP: (v1:status.podIP)\n SERVICE_ACCOUNT: (v1:spec.serviceAccountName)\n HOST_IP: (v1:status.hostIP)\n ISTIO_CPU_LIMIT: 2 (limits.cpu)\n PROXY_CONFIG: {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n \n ISTIO_META_POD_PORTS: [\n {\"containerPort\":50051,\"protocol\":\"TCP\"}\n ]\n ISTIO_META_APP_CONTAINERS: server\n GOMEMLIMIT: 1073741824 (limits.memory)\n GOMAXPROCS: 2 (limits.cpu)\n ISTIO_META_CLUSTER_ID: Kubernetes\n ISTIO_META_NODE_NAME: (v1:spec.nodeName)\n ISTIO_META_INTERCEPTION_MODE: REDIRECT\n ISTIO_META_WORKLOAD_NAME: shippingservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/shippingservice\n ISTIO_META_MESH_ID: cluster.local\n TRUST_DOMAIN: cluster.local\n ISTIO_META_ENABLE_HBONE: true\n ISTIO_KUBE_APP_PROBERS: {\"/app-health/server/livez\":{\"grpc\":{\"port\":50051,\"service\":\"\"},\"timeoutSeconds\":1},\"/app-health/server/readyz\":{\"grpc\":{\"port\":50051,\"service\":\"\"},\"timeoutSeconds\":1}}\n Mounts:\n /etc/istio/pod from istio-podinfo (rw)\n /etc/istio/proxy from istio-envoy (rw)\n /var/lib/istio/data from istio-data (rw)\n /var/run/secrets/credential-uds from credential-socket (rw)\n /var/run/secrets/istio from istiod-ca-cert (rw)\n /var/run/secrets/istio/crl from istio-ca-crl (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-zz79f (ro)\n /var/run/secrets/tokens from istio-token (rw)\n /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n Type Status\n PodReadyToStartContainers True \n Initialized True \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n workload-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: \n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-podinfo:\n Type: DownwardAPI (a volume populated by information about the pod)\n Items:\n metadata.labels -> labels\n metadata.annotations -> annotations\n istio-token:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 43200\n istiod-ca-cert:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-root-cert\n Optional: false\n istio-ca-crl:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-crl\n Optional: true\n kube-api-access-zz79f:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 2m34s default-scheduler Successfully assigned boutique/shippingservice-7b5c459cdd-cw46j to worker-01\n Normal Pulled 2m33s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m33s kubelet Created container istio-validation\n Normal Started 2m33s kubelet Started container istio-validation\n Normal Created 2m30s kubelet Created container istio-proxy\n Normal Pulled 2m30s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.906s (1.906s including waiting). Image size: 7694404 bytes.\n Normal Pulled 2m30s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m30s kubelet Started container istio-proxy\n Normal Pulled 2m13s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.918s (1.918s including waiting). Image size: 7694404 bytes.\n Normal Created 96s (x3 over 2m30s) kubelet Created container server\n Normal Started 96s (x3 over 2m30s) kubelet Started container server\n Normal Pulled 96s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.938s (1.938s including waiting). Image size: 7694404 bytes.\n Warning BackOff 58s (x5 over 118s) kubelet Back-off restarting failed container server in pod shippingservice-7b5c459cdd-cw46j_boutique(112ff41e-3674-4d46-acc4-e1394e108def)\n Normal Pulling 45s (x4 over 2m32s) kubelet Pulling image \"wangyl2128/shippingservice-v2:latest\"\n Normal Pulled 43s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.958s (1.958s including waiting). Image size: 7694404 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 4, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-18 19:06:21 ~ 2026-05-18 19:08:56', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=100.0% -> Cur=73.8% (-26.2%)']}, {'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-18 19:06:21 ~ 2026-05-18 19:08:56', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=4.15ms -> Current=2777.17ms (+66819.9%) | Peak=3207.13ms']}, {'request_method': 'POST', 'business_action': 'Add product to cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 636, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'GET', 'business_action': 'View cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 346, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 8521,\n \"total_errors\": 982,\n \"total_error_ratio\": 0.1152,\n \"patterns\": [\n {\n \"count\": 982,\n \"ratio\": 0.1152,\n \"sample\": \"2026-05-18T19:09:05.811115684+08:00 {\\\"error\\\":\\\"failed to get shipping quote: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"8c4c575c-8b0c-474b-b3db-7241dcd8c7a5\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/cart\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"e9d5c460-2642-4e3d-91b8-dd42f4b0d25d\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T11:09:05.811028025Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'shippingservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: shippingservice\n namespace: boutique\n labels:\n app: shippingservice\nspec:\n selector:\n matchLabels:\n app: shippingservice\n template:\n metadata:\n labels:\n app: shippingservice\n spec:\n serviceAccountName: shippingservice\n securityContext:\n fsGroup: 1000\n runAsGroup: 1000\n runAsNonRoot: true\n runAsUser: 1000\n containers:\n - name: server\n securityContext:\n allowPrivilegeEscalation: false\n capabilities:\n drop:\n - ALL\n privileged: false\n readOnlyRootFilesystem: false\n image: wangyl2128/shippingservice-v2:latest\n ports:\n - containerPort: 50051\n env:\n - name: PORT\n value: \"50051\"\n - name: DISABLE_PROFILER\n value: \"1\"\n readinessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 50051\n livenessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 50051\n resources:\n requests:\n cpu: 100m\n memory: 64Mi\n limits:\n cpu: 200m\n memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: shippingservice\n namespace: boutique\n labels:\n app: shippingservice\nspec:\n type: ClusterIP\n selector:\n app: shippingservice\n ports:\n - name: grpc\n port: 50051\n targetPort: 50051\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: shippingservice\n namespace: boutique" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tfor i := 0; i < 10; i++ {\n\t\tf, _ := os.Open(\"/src/log.csv\")\n\t\tr := csv.NewReader(f)\n\t\tr.ReadAll()\n\t\tf.Close()\n\t}\n\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/92/path1.json b/golden-trajectory/boutique/codedefect/92/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..79e739325785691f8c555c30aaa23ba609062711 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/92/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetRecentLogs", + "GetErrorLogs", + "GetAppYAML", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-84bww 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-q6s9h 2/2 Running 0 5m42s\ncheckoutservice-5b97d6df88-qmjk5 2/2 Running 0 5m43s\ncurrencyservice-5bc9dbdf66-lxvc7 2/2 Running 0 5m41s\nemailservice-c86b9b8f6-84lk5 2/2 Running 0 5m41s\nfrontend-79bb68d59d-rzs5n 2/2 Running 0 5m43s\npaymentservice-64b6c744b5-pzddr 2/2 Running 0 5m42s\nproductcatalogservice-5677b598bd-68zqs 2/2 Running 0 5m41s\nrecommendationservice-786899779d-lndpn 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-mq5gw 2/2 Running 0 5m42s\nshippingservice-7b5c459cdd-hlf6v 1/2 CrashLoopBackOff 3 (35s ago) 2m31s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'shippingservice-7b5c459cdd-hlf6v', namespace: 'boutique'}", + "output": "Name: shippingservice-7b5c459cdd-hlf6v\nNamespace: boutique\nPriority: 0\nService Account: shippingservice\nNode: worker-01/192.168.0.222\nStart Time: Tue, 19 May 2026 10:58:59 +0800\nLabels: app=shippingservice\n networking.istio.io/tunnel=http\n pod-template-hash=7b5c459cdd\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=shippingservice\n service.istio.io/canonical-revision=latest\nAnnotations: istio.io/rev: default\n kubectl.kubernetes.io/default-container: server\n kubectl.kubernetes.io/default-logs-container: server\n prometheus.io/path: /stats/prometheus\n prometheus.io/port: 15020\n prometheus.io/scrape: true\n sidecar.istio.io/interceptionMode: REDIRECT\n sidecar.istio.io/status:\n {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n traffic.sidecar.istio.io/excludeInboundPorts: 15020\n traffic.sidecar.istio.io/includeInboundPorts: *\n traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus: Running\nIP: 172.20.1.51\nIPs:\n IP: 172.20.1.51\nControlled By: ReplicaSet/shippingservice-7b5c459cdd\nInit Containers:\n istio-validation:\n Container ID: containerd://a38e64ba55d763326c0821539f915f904e29be33fc4cc2626bbfd6adcda4d263\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: \n Host Port: \n Args:\n istio-iptables\n -p\n 15001\n -z\n 15006\n -u\n 1337\n -m\n REDIRECT\n -i\n *\n -x\n \n -b\n *\n -d\n 15090,15021,15020\n --log_output_level=default:info\n --run-validation\n --skip-rule-apply\n State: Terminated\n Reason: Completed\n Exit Code: 0\n Started: Tue, 19 May 2026 10:59:00 +0800\n Finished: Tue, 19 May 2026 10:59:00 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Environment:\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-qqz6g (ro)\nContainers:\n server:\n Container ID: containerd://d1976930566ebb603bb436ee4d93f3ef91daf63524e93c179d335a05e7fa138c\n Image: wangyl2128/shippingservice-v2:latest\n Image ID: docker.io/wangyl2128/shippingservice-v2@sha256:93091da087c3e14d41c6e352048b4226f1e841f53ffb108b2af462ff053100b0\n Port: 50051/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: CrashLoopBackOff\n Last State: Terminated\n Reason: OOMKilled\n Exit Code: 137\n Started: Tue, 19 May 2026 11:00:36 +0800\n Finished: Tue, 19 May 2026 11:00:55 +0800\n Ready: False\n Restart Count: 3\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Liveness: http-get http://:15020/app-health/server/livez delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: http-get http://:15020/app-health/server/readyz delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment:\n PORT: 50051\n DISABLE_PROFILER: 1\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-qqz6g (ro)\n istio-proxy:\n Container ID: containerd://58de2e15db773b6119872996cccbd2d46677c64852fb393798efc55dd7474fc6\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: 15090/TCP\n Host Port: 0/TCP\n Args:\n proxy\n sidecar\n --domain\n $(POD_NAMESPACE).svc.cluster.local\n --proxyLogLevel=warning\n --proxyComponentLogLevel=misc:error\n --log_output_level=default:info\n State: Running\n Started: Tue, 19 May 2026 10:59:02 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Readiness: http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n Startup: http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n Environment:\n PILOT_CERT_PROVIDER: istiod\n CA_ADDR: istiod.istio-system.svc:15012\n POD_NAME: shippingservice-7b5c459cdd-hlf6v (v1:metadata.name)\n POD_NAMESPACE: boutique (v1:metadata.namespace)\n INSTANCE_IP: (v1:status.podIP)\n SERVICE_ACCOUNT: (v1:spec.serviceAccountName)\n HOST_IP: (v1:status.hostIP)\n ISTIO_CPU_LIMIT: 2 (limits.cpu)\n PROXY_CONFIG: {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n \n ISTIO_META_POD_PORTS: [\n {\"containerPort\":50051,\"protocol\":\"TCP\"}\n ]\n ISTIO_META_APP_CONTAINERS: server\n GOMEMLIMIT: 1073741824 (limits.memory)\n GOMAXPROCS: 2 (limits.cpu)\n ISTIO_META_CLUSTER_ID: Kubernetes\n ISTIO_META_NODE_NAME: (v1:spec.nodeName)\n ISTIO_META_INTERCEPTION_MODE: REDIRECT\n ISTIO_META_WORKLOAD_NAME: shippingservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/shippingservice\n ISTIO_META_MESH_ID: cluster.local\n TRUST_DOMAIN: cluster.local\n ISTIO_META_ENABLE_HBONE: true\n ISTIO_KUBE_APP_PROBERS: {\"/app-health/server/livez\":{\"grpc\":{\"port\":50051,\"service\":\"\"},\"timeoutSeconds\":1},\"/app-health/server/readyz\":{\"grpc\":{\"port\":50051,\"service\":\"\"},\"timeoutSeconds\":1}}\n Mounts:\n /etc/istio/pod from istio-podinfo (rw)\n /etc/istio/proxy from istio-envoy (rw)\n /var/lib/istio/data from istio-data (rw)\n /var/run/secrets/credential-uds from credential-socket (rw)\n /var/run/secrets/istio from istiod-ca-cert (rw)\n /var/run/secrets/istio/crl from istio-ca-crl (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-qqz6g (ro)\n /var/run/secrets/tokens from istio-token (rw)\n /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n Type Status\n PodReadyToStartContainers True \n Initialized True \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n workload-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: \n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-podinfo:\n Type: DownwardAPI (a volume populated by information about the pod)\n Items:\n metadata.labels -> labels\n metadata.annotations -> annotations\n istio-token:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 43200\n istiod-ca-cert:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-root-cert\n Optional: false\n istio-ca-crl:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-crl\n Optional: true\n kube-api-access-qqz6g:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 2m34s default-scheduler Successfully assigned boutique/shippingservice-7b5c459cdd-hlf6v to worker-01\n Normal Pulled 2m33s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m33s kubelet Created container istio-validation\n Normal Started 2m33s kubelet Started container istio-validation\n Normal Created 2m31s kubelet Created container istio-proxy\n Normal Pulled 2m31s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 2.009s (2.009s including waiting). Image size: 7694404 bytes.\n Normal Pulled 2m31s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m31s kubelet Started container istio-proxy\n Normal Pulled 2m15s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.911s (1.911s including waiting). Image size: 7694404 bytes.\n Normal Created 98s (x3 over 2m31s) kubelet Created container server\n Normal Started 98s (x3 over 2m31s) kubelet Started container server\n Normal Pulled 98s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.915s (1.915s including waiting). Image size: 7694404 bytes.\n Warning BackOff 71s (x6 over 118s) kubelet Back-off restarting failed container server in pod shippingservice-7b5c459cdd-hlf6v_boutique(90f78340-fe53-4daf-b6c9-28ba2b6d7c69)\n Normal Pulling 59s (x4 over 2m33s) kubelet Pulling image \"wangyl2128/shippingservice-v2:latest\"" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 4, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-19 10:58:55 ~ 2026-05-19 11:01:30', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=100.0% -> Cur=71.8% (-28.2%)']}, {'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-19 10:58:55 ~ 2026-05-19 11:01:30', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=4.01ms -> Current=2019.74ms (+50267.6%) | Peak=3129.71ms']}, {'request_method': 'POST', 'business_action': 'Add product to cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 690, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'GET', 'business_action': 'View cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 362, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetRecentLogs", + "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'shippingservice'}", + "output": "['From shippingservice logs:', '2026-05-19T11:01:42.098021991+08:00 {\"message\":\"Tracing enabled, but temporarily unavailable\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:01:42.09788265Z\"}', '2026-05-19T11:01:42.098045385+08:00 {\"message\":\"See https://github.com/GoogleCloudPlatform/microservices-demo/issues/422 for more info.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:01:42.097968253Z\"}', '2026-05-19T11:01:42.098071325+08:00 {\"message\":\"Profiling disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:01:42.097996679Z\"}', '2026-05-19T11:01:42.098075684+08:00 {\"message\":\"Stats enabled, but temporarily unavailable\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:01:42.098036165Z\"}', '2026-05-19T11:01:42.098102498+08:00 {\"message\":\"Shipping Service listening on port :50051\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:01:42.098071962Z\"}', '', 'From previous container logs:', '{\"message\":\"Tracing enabled, but temporarily unavailable\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:36.034288318Z\"}', '{\"message\":\"See https://github.com/GoogleCloudPlatform/microservices-demo/issues/422 for more info.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:36.034357851Z\"}', '{\"message\":\"Profiling disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:36.034378016Z\"}', '{\"message\":\"Stats enabled, but temporarily unavailable\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:36.034406252Z\"}', '{\"message\":\"Shipping Service listening on port :50051\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:36.034434456Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:50.217831383Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:50.232236504Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:50.417374588Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:50.716827153Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:51.01752801Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:51.317770003Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:51.321234609Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:51.416874775Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:51.617842631Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:51.815800844Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:52.217963554Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:52.315758446Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:52.715883142Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:52.919014159Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:53.0157718Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:53.115765138Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:53.126917879Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:54.31594353Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:54.515777669Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:54.615756175Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:54.715771388Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:54.915789686Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:54.925849718Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:55.015775592Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:55.115773369Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:55.215824905Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T03:00:55.323234052Z\"}', '', 'From istio-proxy logs:', '2026-05-19T02:59:02.639375Z\\tinfo\\tFLAG: --proxyLogLevel=\"warning\"', '2026-05-19T02:59:02.639378Z\\tinfo\\tFLAG: --serviceCluster=\"istio-proxy\"', '2026-05-19T02:59:02.639381Z\\tinfo\\tFLAG: --stsPort=\"0\"', '2026-05-19T02:59:02.639382Z\\tinfo\\tFLAG: --templateFile=\"\"', '2026-05-19T02:59:02.639385Z\\tinfo\\tFLAG: --tokenManagerPlugin=\"\"', '2026-05-19T02:59:02.639389Z\\tinfo\\tFLAG: --vklog=\"0\"', '2026-05-19T02:59:02.639392Z\\tinfo\\tVersion 1.27.3-df538c2279a633544e6c0961a03ab772729933be-Clean', '2026-05-19T02:59:02.639557Z\\tinfo\\tProxy role\\tips=[172.20.1.51] type=sidecar id=shippingservice-7b5c459cdd-hlf6v.boutique domain=boutique.svc.cluster.local', '2026-05-19T02:59:02.639603Z\\tinfo\\tApply proxy config from env {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}', '2026-05-19T02:59:02.640801Z\\tinfo\\tcpu limit detected as 2, setting concurrency', '2026-05-19T02:59:02.641018Z\\tinfo\\tEffective config: binaryPath: /usr/local/bin/envoy', 'concurrency: 2', 'configPath: ./etc/istio/proxy', 'controlPlaneAuthPolicy: MUTUAL_TLS', 'discoveryAddress: istiod.istio-system.svc:15012', 'drainDuration: 45s', 'image:', 'imageType: distroless', 'proxyAdminPort: 15000', 'proxyMetadata:', 'ISTIO_META_ENABLE_HBONE: \"true\"', 'serviceCluster: istio-proxy', 'statNameLength: 189', 'statusPort: 15020', 'terminationDrainDuration: 5s', '2026-05-19T02:59:02.641032Z\\tinfo\\tJWT policy is third-party-jwt', '2026-05-19T02:59:02.641035Z\\tinfo\\tusing credential fetcher of JWT type in cluster.local trust domain', '2026-05-19T02:59:02.673898Z\\tinfo\\tOpening status port 15020', '2026-05-19T02:59:02.673906Z\\tinfo\\tStarting default Istio SDS Server', '2026-05-19T02:59:02.674187Z\\tinfo\\tCA Endpoint istiod.istio-system.svc:15012, provider Citadel', '2026-05-19T02:59:02.674211Z\\tinfo\\tUsing CA istiod.istio-system.svc:15012 cert with certs: var/run/secrets/istio/root-cert.pem', '2026-05-19T02:59:02.674877Z\\tinfo\\txdsproxy\\tInitializing with upstream address \"istiod.istio-system.svc:15012\" and cluster \"Kubernetes\"', '2026-05-19T02:59:02.676301Z\\tinfo\\tPilot SAN: [istiod.istio-system.svc]', '2026-05-19T02:59:02.677179Z\\tinfo\\tStarting proxy agent', '2026-05-19T02:59:02.677211Z\\tinfo\\tEnvoy command: [-c etc/istio/proxy/envoy-rev.json --drain-time-s 45 --drain-strategy immediate --local-address-ip-version v4 --file-flush-interval-msec 1000 --disable-hot-restart --allow-unknown-static-fields -l warning --component-log-level misc:error --skip-deprecated-logs --concurrency 2]', '2026-05-19T02:59:02.678010Z\\tinfo\\tsds\\tStarting SDS grpc server', '2026-05-19T02:59:02.678051Z\\tinfo\\tsds\\tStarting SDS server for workload certificates, will listen on \"var/run/secrets/workload-spiffe-uds/socket\"', '2026-05-19T02:59:02.744318Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:905\\tUsage of the deprecated runtime key overload.global_downstream_max_connections, consider switching to `envoy.resource_monitors.global_downstream_max_connections` instead.This runtime key will be removed in future.\\tthread=14', '2026-05-19T02:59:02.745595Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:1001\\tThere is no configured limit to the number of allowed active downstream connections. Configure a limit in `envoy.resource_monitors.global_downstream_max_connections` resource monitor.\\tthread=14', '2026-05-19T02:59:02.752696Z\\tinfo\\txdsproxy\\tconnected to delta upstream XDS server: istiod.istio-system.svc:15012\\tid=1', '2026-05-19T02:59:02.799340Z\\tinfo\\tads\\tADS: new connection for node:1', '2026-05-19T02:59:02.799905Z\\tinfo\\tads\\tADS: new connection for node:2', '2026-05-19T02:59:03.034738Z\\tinfo\\tcache\\tgenerated new workload certificate\\tresourceName=default latency=359.713654ms ttl=23h59m59.965266257s', '2026-05-19T02:59:03.034782Z\\tinfo\\tcache\\tRoot cert has changed, start rotating root cert', '2026-05-19T02:59:03.034809Z\\tinfo\\tcache\\treturned workload certificate from cache\\tttl=23h59m59.965194959s', '2026-05-19T02:59:03.034814Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.965186584s', '2026-05-19T02:59:03.034998Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.965003902s', '2026-05-19T02:59:03.035203Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.964797789s', '2026-05-19T02:59:04.088743Z\\tinfo\\tReadiness succeeded in 1.452055322s', '2026-05-19T02:59:04.089028Z\\tinfo\\tEnvoy proxy is ready']" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'shippingservice'}", + "output": "{\n \"total_log_count\": 37,\n \"total_errors\": 4,\n \"total_error_ratio\": 0.1081,\n \"patterns\": [\n {\n \"count\": 2,\n \"ratio\": 0.0541,\n \"sample\": \"{\\\"message\\\":\\\"Stats enabled, but temporarily unavailable\\\",\\\"severity\\\":\\\"info\\\",\\\"timestamp\\\":\\\"2026-05-19T03:00:36.034406252Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.027,\n \"sample\": \"2026-05-19T11:01:42.098021991+08:00 {\\\"message\\\":\\\"Tracing enabled, but temporarily unavailable\\\",\\\"severity\\\":\\\"info\\\",\\\"timestamp\\\":\\\"2026-05-19T03:01:42.09788265Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.027,\n \"sample\": \"2026-05-19T11:01:42.098075684+08:00 {\\\"message\\\":\\\"Stats enabled, but temporarily unavailable\\\",\\\"severity\\\":\\\"info\\\",\\\"timestamp\\\":\\\"2026-05-19T03:01:42.098036165Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'shippingservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: shippingservice\n namespace: boutique\n labels:\n app: shippingservice\nspec:\n selector:\n matchLabels:\n app: shippingservice\n template:\n metadata:\n labels:\n app: shippingservice\n spec:\n serviceAccountName: shippingservice\n securityContext:\n fsGroup: 1000\n runAsGroup: 1000\n runAsNonRoot: true\n runAsUser: 1000\n containers:\n - name: server\n securityContext:\n allowPrivilegeEscalation: false\n capabilities:\n drop:\n - ALL\n privileged: false\n readOnlyRootFilesystem: false\n image: wangyl2128/shippingservice-v2:latest\n ports:\n - containerPort: 50051\n env:\n - name: PORT\n value: \"50051\"\n - name: DISABLE_PROFILER\n value: \"1\"\n readinessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 50051\n livenessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 50051\n resources:\n requests:\n cpu: 100m\n memory: 64Mi\n limits:\n cpu: 200m\n memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: shippingservice\n namespace: boutique\n labels:\n app: shippingservice\nspec:\n type: ClusterIP\n selector:\n app: shippingservice\n ports:\n - name: grpc\n port: 50051\n targetPort: 50051\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: shippingservice\n namespace: boutique" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tfor i := 0; i < 10; i++ {\n\t\tf, _ := os.Open(\"/src/log.csv\")\n\t\tr := csv.NewReader(f)\n\t\tr.ReadAll()\n\t\tf.Close()\n\t}\n\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/92/path2.json b/golden-trajectory/boutique/codedefect/92/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..c4d5bbe6ef828a0da66ead0f7929ee7f309605ec --- /dev/null +++ b/golden-trajectory/boutique/codedefect/92/path2.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetErrorLogs", + "GetAppYAML", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-84bww 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-q6s9h 2/2 Running 0 5m42s\ncheckoutservice-5b97d6df88-qmjk5 2/2 Running 0 5m43s\ncurrencyservice-5bc9dbdf66-lxvc7 2/2 Running 0 5m41s\nemailservice-c86b9b8f6-84lk5 2/2 Running 0 5m41s\nfrontend-79bb68d59d-rzs5n 2/2 Running 0 5m43s\npaymentservice-64b6c744b5-pzddr 2/2 Running 0 5m42s\nproductcatalogservice-5677b598bd-68zqs 2/2 Running 0 5m41s\nrecommendationservice-786899779d-lndpn 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-mq5gw 2/2 Running 0 5m42s\nshippingservice-7b5c459cdd-hlf6v 1/2 CrashLoopBackOff 3 (35s ago) 2m31s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'shippingservice-7b5c459cdd-hlf6v', namespace: 'boutique'}", + "output": "Name: shippingservice-7b5c459cdd-hlf6v\nNamespace: boutique\nPriority: 0\nService Account: shippingservice\nNode: worker-01/192.168.0.222\nStart Time: Tue, 19 May 2026 10:58:59 +0800\nLabels: app=shippingservice\n networking.istio.io/tunnel=http\n pod-template-hash=7b5c459cdd\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=shippingservice\n service.istio.io/canonical-revision=latest\nAnnotations: istio.io/rev: default\n kubectl.kubernetes.io/default-container: server\n kubectl.kubernetes.io/default-logs-container: server\n prometheus.io/path: /stats/prometheus\n prometheus.io/port: 15020\n prometheus.io/scrape: true\n sidecar.istio.io/interceptionMode: REDIRECT\n sidecar.istio.io/status:\n {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n traffic.sidecar.istio.io/excludeInboundPorts: 15020\n traffic.sidecar.istio.io/includeInboundPorts: *\n traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus: Running\nIP: 172.20.1.51\nIPs:\n IP: 172.20.1.51\nControlled By: ReplicaSet/shippingservice-7b5c459cdd\nInit Containers:\n istio-validation:\n Container ID: containerd://a38e64ba55d763326c0821539f915f904e29be33fc4cc2626bbfd6adcda4d263\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: \n Host Port: \n Args:\n istio-iptables\n -p\n 15001\n -z\n 15006\n -u\n 1337\n -m\n REDIRECT\n -i\n *\n -x\n \n -b\n *\n -d\n 15090,15021,15020\n --log_output_level=default:info\n --run-validation\n --skip-rule-apply\n State: Terminated\n Reason: Completed\n Exit Code: 0\n Started: Tue, 19 May 2026 10:59:00 +0800\n Finished: Tue, 19 May 2026 10:59:00 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Environment:\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-qqz6g (ro)\nContainers:\n server:\n Container ID: containerd://d1976930566ebb603bb436ee4d93f3ef91daf63524e93c179d335a05e7fa138c\n Image: wangyl2128/shippingservice-v2:latest\n Image ID: docker.io/wangyl2128/shippingservice-v2@sha256:93091da087c3e14d41c6e352048b4226f1e841f53ffb108b2af462ff053100b0\n Port: 50051/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: CrashLoopBackOff\n Last State: Terminated\n Reason: OOMKilled\n Exit Code: 137\n Started: Tue, 19 May 2026 11:00:36 +0800\n Finished: Tue, 19 May 2026 11:00:55 +0800\n Ready: False\n Restart Count: 3\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Liveness: http-get http://:15020/app-health/server/livez delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: http-get http://:15020/app-health/server/readyz delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment:\n PORT: 50051\n DISABLE_PROFILER: 1\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-qqz6g (ro)\n istio-proxy:\n Container ID: containerd://58de2e15db773b6119872996cccbd2d46677c64852fb393798efc55dd7474fc6\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: 15090/TCP\n Host Port: 0/TCP\n Args:\n proxy\n sidecar\n --domain\n $(POD_NAMESPACE).svc.cluster.local\n --proxyLogLevel=warning\n --proxyComponentLogLevel=misc:error\n --log_output_level=default:info\n State: Running\n Started: Tue, 19 May 2026 10:59:02 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Readiness: http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n Startup: http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n Environment:\n PILOT_CERT_PROVIDER: istiod\n CA_ADDR: istiod.istio-system.svc:15012\n POD_NAME: shippingservice-7b5c459cdd-hlf6v (v1:metadata.name)\n POD_NAMESPACE: boutique (v1:metadata.namespace)\n INSTANCE_IP: (v1:status.podIP)\n SERVICE_ACCOUNT: (v1:spec.serviceAccountName)\n HOST_IP: (v1:status.hostIP)\n ISTIO_CPU_LIMIT: 2 (limits.cpu)\n PROXY_CONFIG: {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n \n ISTIO_META_POD_PORTS: [\n {\"containerPort\":50051,\"protocol\":\"TCP\"}\n ]\n ISTIO_META_APP_CONTAINERS: server\n GOMEMLIMIT: 1073741824 (limits.memory)\n GOMAXPROCS: 2 (limits.cpu)\n ISTIO_META_CLUSTER_ID: Kubernetes\n ISTIO_META_NODE_NAME: (v1:spec.nodeName)\n ISTIO_META_INTERCEPTION_MODE: REDIRECT\n ISTIO_META_WORKLOAD_NAME: shippingservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/shippingservice\n ISTIO_META_MESH_ID: cluster.local\n TRUST_DOMAIN: cluster.local\n ISTIO_META_ENABLE_HBONE: true\n ISTIO_KUBE_APP_PROBERS: {\"/app-health/server/livez\":{\"grpc\":{\"port\":50051,\"service\":\"\"},\"timeoutSeconds\":1},\"/app-health/server/readyz\":{\"grpc\":{\"port\":50051,\"service\":\"\"},\"timeoutSeconds\":1}}\n Mounts:\n /etc/istio/pod from istio-podinfo (rw)\n /etc/istio/proxy from istio-envoy (rw)\n /var/lib/istio/data from istio-data (rw)\n /var/run/secrets/credential-uds from credential-socket (rw)\n /var/run/secrets/istio from istiod-ca-cert (rw)\n /var/run/secrets/istio/crl from istio-ca-crl (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-qqz6g (ro)\n /var/run/secrets/tokens from istio-token (rw)\n /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n Type Status\n PodReadyToStartContainers True \n Initialized True \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n workload-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: \n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-podinfo:\n Type: DownwardAPI (a volume populated by information about the pod)\n Items:\n metadata.labels -> labels\n metadata.annotations -> annotations\n istio-token:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 43200\n istiod-ca-cert:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-root-cert\n Optional: false\n istio-ca-crl:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-crl\n Optional: true\n kube-api-access-qqz6g:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 2m34s default-scheduler Successfully assigned boutique/shippingservice-7b5c459cdd-hlf6v to worker-01\n Normal Pulled 2m33s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m33s kubelet Created container istio-validation\n Normal Started 2m33s kubelet Started container istio-validation\n Normal Created 2m31s kubelet Created container istio-proxy\n Normal Pulled 2m31s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 2.009s (2.009s including waiting). Image size: 7694404 bytes.\n Normal Pulled 2m31s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m31s kubelet Started container istio-proxy\n Normal Pulled 2m15s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.911s (1.911s including waiting). Image size: 7694404 bytes.\n Normal Created 98s (x3 over 2m31s) kubelet Created container server\n Normal Started 98s (x3 over 2m31s) kubelet Started container server\n Normal Pulled 98s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.915s (1.915s including waiting). Image size: 7694404 bytes.\n Warning BackOff 71s (x6 over 118s) kubelet Back-off restarting failed container server in pod shippingservice-7b5c459cdd-hlf6v_boutique(90f78340-fe53-4daf-b6c9-28ba2b6d7c69)\n Normal Pulling 59s (x4 over 2m33s) kubelet Pulling image \"wangyl2128/shippingservice-v2:latest\"" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 4, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-19 10:58:55 ~ 2026-05-19 11:01:30', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=100.0% -> Cur=71.8% (-28.2%)']}, {'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-19 10:58:55 ~ 2026-05-19 11:01:30', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=4.01ms -> Current=2019.74ms (+50267.6%) | Peak=3129.71ms']}, {'request_method': 'POST', 'business_action': 'Add product to cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 690, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'GET', 'business_action': 'View cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 362, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 9220,\n \"total_errors\": 1053,\n \"total_error_ratio\": 0.1142,\n \"patterns\": [\n {\n \"count\": 1052,\n \"ratio\": 0.1141,\n \"sample\": \"2026-05-19T11:01:39.845505298+08:00 {\\\"error\\\":\\\"failed to get shipping quote: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"d1ed6562-7a00-4df0-8f05-f8e5de39d0a5\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/cart\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"14a70517-5a78-41ef-b0fe-b90250c2d3e8\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T03:01:39.845428411Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0001,\n \"sample\": \"2026-05-19T11:01:39.934282193+08:00 {\\\"error\\\":\\\"could not retrieve currencies: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"843580cd-0817-4406-be3c-e0785e77b3c3\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/2ZYFJ3GM2N\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"749ee79b-9aa3-43cf-ab50-c72b64f79c02\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T03:01:39.934185525Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'shippingservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: shippingservice\n namespace: boutique\n labels:\n app: shippingservice\nspec:\n selector:\n matchLabels:\n app: shippingservice\n template:\n metadata:\n labels:\n app: shippingservice\n spec:\n serviceAccountName: shippingservice\n securityContext:\n fsGroup: 1000\n runAsGroup: 1000\n runAsNonRoot: true\n runAsUser: 1000\n containers:\n - name: server\n securityContext:\n allowPrivilegeEscalation: false\n capabilities:\n drop:\n - ALL\n privileged: false\n readOnlyRootFilesystem: false\n image: wangyl2128/shippingservice-v2:latest\n ports:\n - containerPort: 50051\n env:\n - name: PORT\n value: \"50051\"\n - name: DISABLE_PROFILER\n value: \"1\"\n readinessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 50051\n livenessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 50051\n resources:\n requests:\n cpu: 100m\n memory: 64Mi\n limits:\n cpu: 200m\n memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: shippingservice\n namespace: boutique\n labels:\n app: shippingservice\nspec:\n type: ClusterIP\n selector:\n app: shippingservice\n ports:\n - name: grpc\n port: 50051\n targetPort: 50051\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: shippingservice\n namespace: boutique" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tfor i := 0; i < 10; i++ {\n\t\tf, _ := os.Open(\"/src/log.csv\")\n\t\tr := csv.NewReader(f)\n\t\tr.ReadAll()\n\t\tf.Close()\n\t}\n\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/93/path1.json b/golden-trajectory/boutique/codedefect/93/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..0f47810cc4b345e477d7f1701daea382f55de154 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/93/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetRecentLogs", + "GetErrorLogs", + "GetAppYAML", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-vc95g 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-59bs6 2/2 Running 0 5m42s\ncheckoutservice-5b97d6df88-fn7df 2/2 Running 0 5m41s\ncurrencyservice-5bc9dbdf66-9zb5n 2/2 Running 0 5m43s\nemailservice-c86b9b8f6-r6cdq 2/2 Running 0 5m42s\nfrontend-79bb68d59d-ghmdn 2/2 Running 0 5m43s\npaymentservice-64b6c744b5-8vnw7 2/2 Running 0 5m43s\nproductcatalogservice-5677b598bd-49g7d 2/2 Running 0 5m42s\nrecommendationservice-786899779d-p2b5m 2/2 Running 0 5m44s\nredis-cart-64b9db6f79-949x5 2/2 Running 0 5m43s\nshippingservice-7b5c459cdd-dphmz 1/2 CrashLoopBackOff 3 (25s ago) 2m31s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'shippingservice-7b5c459cdd-dphmz', namespace: 'boutique'}", + "output": "Name: shippingservice-7b5c459cdd-dphmz\nNamespace: boutique\nPriority: 0\nService Account: shippingservice\nNode: worker-01/192.168.0.222\nStart Time: Tue, 19 May 2026 13:17:19 +0800\nLabels: app=shippingservice\n networking.istio.io/tunnel=http\n pod-template-hash=7b5c459cdd\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=shippingservice\n service.istio.io/canonical-revision=latest\nAnnotations: istio.io/rev: default\n kubectl.kubernetes.io/default-container: server\n kubectl.kubernetes.io/default-logs-container: server\n prometheus.io/path: /stats/prometheus\n prometheus.io/port: 15020\n prometheus.io/scrape: true\n sidecar.istio.io/interceptionMode: REDIRECT\n sidecar.istio.io/status:\n {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n traffic.sidecar.istio.io/excludeInboundPorts: 15020\n traffic.sidecar.istio.io/includeInboundPorts: *\n traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus: Running\nIP: 172.20.1.190\nIPs:\n IP: 172.20.1.190\nControlled By: ReplicaSet/shippingservice-7b5c459cdd\nInit Containers:\n istio-validation:\n Container ID: containerd://e837eb2bea7b68f93d792f5ddeba35822636045ef6bb13a55e752c8e766f64b1\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: \n Host Port: \n Args:\n istio-iptables\n -p\n 15001\n -z\n 15006\n -u\n 1337\n -m\n REDIRECT\n -i\n *\n -x\n \n -b\n *\n -d\n 15090,15021,15020\n --log_output_level=default:info\n --run-validation\n --skip-rule-apply\n State: Terminated\n Reason: Completed\n Exit Code: 0\n Started: Tue, 19 May 2026 13:17:20 +0800\n Finished: Tue, 19 May 2026 13:17:20 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Environment:\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-v6kxs (ro)\nContainers:\n server:\n Container ID: containerd://15ca7cadcb2963de6e4a2e0ab4b617e4974c937fa6778c46c39e8b960c6b16c0\n Image: wangyl2128/shippingservice-v2:latest\n Image ID: docker.io/wangyl2128/shippingservice-v2@sha256:93091da087c3e14d41c6e352048b4226f1e841f53ffb108b2af462ff053100b0\n Port: 50051/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: CrashLoopBackOff\n Last State: Terminated\n Reason: OOMKilled\n Exit Code: 137\n Started: Tue, 19 May 2026 13:19:09 +0800\n Finished: Tue, 19 May 2026 13:19:25 +0800\n Ready: False\n Restart Count: 3\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Liveness: http-get http://:15020/app-health/server/livez delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: http-get http://:15020/app-health/server/readyz delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment:\n PORT: 50051\n DISABLE_PROFILER: 1\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-v6kxs (ro)\n istio-proxy:\n Container ID: containerd://d40434e09e0a97a349a4fa6024a89157e3304e77f0f85602a3d47339b354cdfc\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: 15090/TCP\n Host Port: 0/TCP\n Args:\n proxy\n sidecar\n --domain\n $(POD_NAMESPACE).svc.cluster.local\n --proxyLogLevel=warning\n --proxyComponentLogLevel=misc:error\n --log_output_level=default:info\n State: Running\n Started: Tue, 19 May 2026 13:17:22 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Readiness: http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n Startup: http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n Environment:\n PILOT_CERT_PROVIDER: istiod\n CA_ADDR: istiod.istio-system.svc:15012\n POD_NAME: shippingservice-7b5c459cdd-dphmz (v1:metadata.name)\n POD_NAMESPACE: boutique (v1:metadata.namespace)\n INSTANCE_IP: (v1:status.podIP)\n SERVICE_ACCOUNT: (v1:spec.serviceAccountName)\n HOST_IP: (v1:status.hostIP)\n ISTIO_CPU_LIMIT: 2 (limits.cpu)\n PROXY_CONFIG: {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n \n ISTIO_META_POD_PORTS: [\n {\"containerPort\":50051,\"protocol\":\"TCP\"}\n ]\n ISTIO_META_APP_CONTAINERS: server\n GOMEMLIMIT: 1073741824 (limits.memory)\n GOMAXPROCS: 2 (limits.cpu)\n ISTIO_META_CLUSTER_ID: Kubernetes\n ISTIO_META_NODE_NAME: (v1:spec.nodeName)\n ISTIO_META_INTERCEPTION_MODE: REDIRECT\n ISTIO_META_WORKLOAD_NAME: shippingservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/shippingservice\n ISTIO_META_MESH_ID: cluster.local\n TRUST_DOMAIN: cluster.local\n ISTIO_META_ENABLE_HBONE: true\n ISTIO_KUBE_APP_PROBERS: {\"/app-health/server/livez\":{\"grpc\":{\"port\":50051,\"service\":\"\"},\"timeoutSeconds\":1},\"/app-health/server/readyz\":{\"grpc\":{\"port\":50051,\"service\":\"\"},\"timeoutSeconds\":1}}\n Mounts:\n /etc/istio/pod from istio-podinfo (rw)\n /etc/istio/proxy from istio-envoy (rw)\n /var/lib/istio/data from istio-data (rw)\n /var/run/secrets/credential-uds from credential-socket (rw)\n /var/run/secrets/istio from istiod-ca-cert (rw)\n /var/run/secrets/istio/crl from istio-ca-crl (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-v6kxs (ro)\n /var/run/secrets/tokens from istio-token (rw)\n /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n Type Status\n PodReadyToStartContainers True \n Initialized True \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n workload-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: \n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-podinfo:\n Type: DownwardAPI (a volume populated by information about the pod)\n Items:\n metadata.labels -> labels\n metadata.annotations -> annotations\n istio-token:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 43200\n istiod-ca-cert:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-root-cert\n Optional: false\n istio-ca-crl:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-crl\n Optional: true\n kube-api-access-v6kxs:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 2m34s default-scheduler Successfully assigned boutique/shippingservice-7b5c459cdd-dphmz to worker-01\n Normal Pulled 2m34s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m33s kubelet Created container istio-validation\n Normal Started 2m33s kubelet Started container istio-validation\n Normal Created 2m31s kubelet Created container istio-proxy\n Normal Pulled 2m31s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.898s (1.898s including waiting). Image size: 7694404 bytes.\n Normal Pulled 2m31s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m31s kubelet Started container istio-proxy\n Normal Pulled 2m16s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.942s (1.942s including waiting). Image size: 7694404 bytes.\n Normal Created 99s (x3 over 2m31s) kubelet Created container server\n Normal Pulled 99s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.867s (1.867s including waiting). Image size: 7694404 bytes.\n Normal Started 98s (x3 over 2m31s) kubelet Started container server\n Warning BackOff 59s (x5 over 118s) kubelet Back-off restarting failed container server in pod shippingservice-7b5c459cdd-dphmz_boutique(ca685a6b-c17a-4bde-89ae-02cc26009bab)\n Normal Pulling 46s (x4 over 2m33s) kubelet Pulling image \"wangyl2128/shippingservice-v2:latest\"\n Normal Pulled 44s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.964s (1.964s including waiting). Image size: 7694404 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 4, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-19 13:17:14 ~ 2026-05-19 13:19:49', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=95.2% -> Cur=73.4% (-21.9%)']}, {'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-19 13:17:14 ~ 2026-05-19 13:19:49', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=3.14ms -> Current=2087.50ms (+66380.9%) | Peak=3175.00ms']}, {'request_method': 'POST', 'business_action': 'Add product to cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 676, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'GET', 'business_action': 'View cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 324, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetRecentLogs", + "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'shippingservice'}", + "output": "['From shippingservice logs:', '2026-05-19T13:20:12.047158425+08:00 {\"message\":\"Tracing enabled, but temporarily unavailable\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:20:12.046990408Z\"}', '2026-05-19T13:20:12.047185095+08:00 {\"message\":\"See https://github.com/GoogleCloudPlatform/microservices-demo/issues/422 for more info.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:20:12.047057559Z\"}', '2026-05-19T13:20:12.047188558+08:00 {\"message\":\"Profiling disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:20:12.047078594Z\"}', '2026-05-19T13:20:12.047190636+08:00 {\"message\":\"Stats enabled, but temporarily unavailable\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:20:12.047117815Z\"}', '2026-05-19T13:20:12.047197962+08:00 {\"message\":\"Shipping Service listening on port :50051\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:20:12.047156162Z\"}', '', 'From previous container logs:', '{\"message\":\"Tracing enabled, but temporarily unavailable\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:09.122700039Z\"}', '{\"message\":\"See https://github.com/GoogleCloudPlatform/microservices-demo/issues/422 for more info.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:09.122770516Z\"}', '{\"message\":\"Profiling disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:09.122799185Z\"}', '{\"message\":\"Stats enabled, but temporarily unavailable\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:09.122833658Z\"}', '{\"message\":\"Shipping Service listening on port :50051\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:09.122863591Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:19.95657493Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:20.116062602Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:20.11881027Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:20.717504965Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:20.815746534Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:20.915766183Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:21.215878359Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:21.415788439Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:21.518235149Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:21.518264334Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:21.815819268Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:22.215895151Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:22.318180974Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:22.415751371Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:22.515768286Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:22.815826952Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:23.525460828Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:23.816523923Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:23.919716573Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:24.115858738Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:24.815776497Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:24.82754325Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:24.915851696Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:25.116239899Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T05:19:25.71592412Z\"}', '', 'From istio-proxy logs:', '2026-05-19T05:17:22.875747Z\\tinfo\\tFLAG: --proxyComponentLogLevel=\"misc:error\"', '2026-05-19T05:17:22.875749Z\\tinfo\\tFLAG: --proxyLogLevel=\"warning\"', '2026-05-19T05:17:22.875751Z\\tinfo\\tFLAG: --serviceCluster=\"istio-proxy\"', '2026-05-19T05:17:22.875753Z\\tinfo\\tFLAG: --stsPort=\"0\"', '2026-05-19T05:17:22.875755Z\\tinfo\\tFLAG: --templateFile=\"\"', '2026-05-19T05:17:22.875757Z\\tinfo\\tFLAG: --tokenManagerPlugin=\"\"', '2026-05-19T05:17:22.875760Z\\tinfo\\tFLAG: --vklog=\"0\"', '2026-05-19T05:17:22.875765Z\\tinfo\\tVersion 1.27.3-df538c2279a633544e6c0961a03ab772729933be-Clean', '2026-05-19T05:17:22.875915Z\\tinfo\\tProxy role\\tips=[172.20.1.190] type=sidecar id=shippingservice-7b5c459cdd-dphmz.boutique domain=boutique.svc.cluster.local', '2026-05-19T05:17:22.875973Z\\tinfo\\tApply proxy config from env {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}', '2026-05-19T05:17:22.877156Z\\tinfo\\tcpu limit detected as 2, setting concurrency', '2026-05-19T05:17:22.877421Z\\tinfo\\tEffective config: binaryPath: /usr/local/bin/envoy', 'concurrency: 2', 'configPath: ./etc/istio/proxy', 'controlPlaneAuthPolicy: MUTUAL_TLS', 'discoveryAddress: istiod.istio-system.svc:15012', 'drainDuration: 45s', 'image:', 'imageType: distroless', 'proxyAdminPort: 15000', 'proxyMetadata:', 'ISTIO_META_ENABLE_HBONE: \"true\"', 'serviceCluster: istio-proxy', 'statNameLength: 189', 'statusPort: 15020', 'terminationDrainDuration: 5s', '2026-05-19T05:17:22.877436Z\\tinfo\\tJWT policy is third-party-jwt', '2026-05-19T05:17:22.877439Z\\tinfo\\tusing credential fetcher of JWT type in cluster.local trust domain', '2026-05-19T05:17:22.914516Z\\tinfo\\tStarting default Istio SDS Server', '2026-05-19T05:17:22.914544Z\\tinfo\\tCA Endpoint istiod.istio-system.svc:15012, provider Citadel', '2026-05-19T05:17:22.914561Z\\tinfo\\tUsing CA istiod.istio-system.svc:15012 cert with certs: var/run/secrets/istio/root-cert.pem', '2026-05-19T05:17:22.914505Z\\tinfo\\tOpening status port 15020', '2026-05-19T05:17:22.915160Z\\tinfo\\txdsproxy\\tInitializing with upstream address \"istiod.istio-system.svc:15012\" and cluster \"Kubernetes\"', '2026-05-19T05:17:22.916423Z\\tinfo\\tPilot SAN: [istiod.istio-system.svc]', '2026-05-19T05:17:22.917309Z\\tinfo\\tStarting proxy agent', '2026-05-19T05:17:22.917350Z\\tinfo\\tEnvoy command: [-c etc/istio/proxy/envoy-rev.json --drain-time-s 45 --drain-strategy immediate --local-address-ip-version v4 --file-flush-interval-msec 1000 --disable-hot-restart --allow-unknown-static-fields -l warning --component-log-level misc:error --skip-deprecated-logs --concurrency 2]', '2026-05-19T05:17:22.917898Z\\tinfo\\tsds\\tStarting SDS grpc server', '2026-05-19T05:17:22.917917Z\\tinfo\\tsds\\tStarting SDS server for workload certificates, will listen on \"var/run/secrets/workload-spiffe-uds/socket\"', '2026-05-19T05:17:22.973694Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:905\\tUsage of the deprecated runtime key overload.global_downstream_max_connections, consider switching to `envoy.resource_monitors.global_downstream_max_connections` instead.This runtime key will be removed in future.\\tthread=14', '2026-05-19T05:17:22.974718Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:1001\\tThere is no configured limit to the number of allowed active downstream connections. Configure a limit in `envoy.resource_monitors.global_downstream_max_connections` resource monitor.\\tthread=14', '2026-05-19T05:17:22.982774Z\\tinfo\\txdsproxy\\tconnected to delta upstream XDS server: istiod.istio-system.svc:15012\\tid=1', '2026-05-19T05:17:23.005693Z\\tinfo\\tcache\\tgenerated new workload certificate\\tresourceName=default latency=90.349008ms ttl=23h59m59.994310204s', '2026-05-19T05:17:23.005742Z\\tinfo\\tcache\\tRoot cert has changed, start rotating root cert', '2026-05-19T05:17:23.005767Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.994232917s', '2026-05-19T05:17:23.021315Z\\tinfo\\tads\\tADS: new connection for node:1', '2026-05-19T05:17:23.021381Z\\tinfo\\tcache\\treturned workload certificate from cache\\tttl=23h59m59.978620121s', '2026-05-19T05:17:23.022555Z\\tinfo\\tads\\tADS: new connection for node:2', '2026-05-19T05:17:23.022629Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.977372087s', '2026-05-19T05:17:24.805476Z\\tinfo\\tReadiness succeeded in 1.93254609s', '2026-05-19T05:17:24.805751Z\\tinfo\\tEnvoy proxy is ready']" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'shippingservice'}", + "output": "{\n \"total_log_count\": 35,\n \"total_errors\": 4,\n \"total_error_ratio\": 0.1143,\n \"patterns\": [\n {\n \"count\": 2,\n \"ratio\": 0.0571,\n \"sample\": \"{\\\"message\\\":\\\"Stats enabled, but temporarily unavailable\\\",\\\"severity\\\":\\\"info\\\",\\\"timestamp\\\":\\\"2026-05-19T05:19:09.122833658Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0286,\n \"sample\": \"2026-05-19T13:20:12.047158425+08:00 {\\\"message\\\":\\\"Tracing enabled, but temporarily unavailable\\\",\\\"severity\\\":\\\"info\\\",\\\"timestamp\\\":\\\"2026-05-19T05:20:12.046990408Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0286,\n \"sample\": \"2026-05-19T13:20:12.047190636+08:00 {\\\"message\\\":\\\"Stats enabled, but temporarily unavailable\\\",\\\"severity\\\":\\\"info\\\",\\\"timestamp\\\":\\\"2026-05-19T05:20:12.047117815Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'shippingservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: shippingservice\n namespace: boutique\n labels:\n app: shippingservice\nspec:\n selector:\n matchLabels:\n app: shippingservice\n template:\n metadata:\n labels:\n app: shippingservice\n spec:\n serviceAccountName: shippingservice\n securityContext:\n fsGroup: 1000\n runAsGroup: 1000\n runAsNonRoot: true\n runAsUser: 1000\n containers:\n - name: server\n securityContext:\n allowPrivilegeEscalation: false\n capabilities:\n drop:\n - ALL\n privileged: false\n readOnlyRootFilesystem: false\n image: wangyl2128/shippingservice-v2:latest\n ports:\n - containerPort: 50051\n env:\n - name: PORT\n value: \"50051\"\n - name: DISABLE_PROFILER\n value: \"1\"\n readinessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 50051\n livenessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 50051\n resources:\n requests:\n cpu: 100m\n memory: 64Mi\n limits:\n cpu: 200m\n memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: shippingservice\n namespace: boutique\n labels:\n app: shippingservice\nspec:\n type: ClusterIP\n selector:\n app: shippingservice\n ports:\n - name: grpc\n port: 50051\n targetPort: 50051\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: shippingservice\n namespace: boutique" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tfor i := 0; i < 10; i++ {\n\t\tf, _ := os.Open(\"/src/log.csv\")\n\t\tr := csv.NewReader(f)\n\t\tr.ReadAll()\n\t\tf.Close()\n\t}\n\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/93/path2.json b/golden-trajectory/boutique/codedefect/93/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..685c6895f154d2a797bc0f7821b94b890424285a --- /dev/null +++ b/golden-trajectory/boutique/codedefect/93/path2.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetErrorLogs", + "GetAppYAML", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-vc95g 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-59bs6 2/2 Running 0 5m42s\ncheckoutservice-5b97d6df88-fn7df 2/2 Running 0 5m41s\ncurrencyservice-5bc9dbdf66-9zb5n 2/2 Running 0 5m43s\nemailservice-c86b9b8f6-r6cdq 2/2 Running 0 5m42s\nfrontend-79bb68d59d-ghmdn 2/2 Running 0 5m43s\npaymentservice-64b6c744b5-8vnw7 2/2 Running 0 5m43s\nproductcatalogservice-5677b598bd-49g7d 2/2 Running 0 5m42s\nrecommendationservice-786899779d-p2b5m 2/2 Running 0 5m44s\nredis-cart-64b9db6f79-949x5 2/2 Running 0 5m43s\nshippingservice-7b5c459cdd-dphmz 1/2 CrashLoopBackOff 3 (25s ago) 2m31s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'shippingservice-7b5c459cdd-dphmz', namespace: 'boutique'}", + "output": "Name: shippingservice-7b5c459cdd-dphmz\nNamespace: boutique\nPriority: 0\nService Account: shippingservice\nNode: worker-01/192.168.0.222\nStart Time: Tue, 19 May 2026 13:17:19 +0800\nLabels: app=shippingservice\n networking.istio.io/tunnel=http\n pod-template-hash=7b5c459cdd\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=shippingservice\n service.istio.io/canonical-revision=latest\nAnnotations: istio.io/rev: default\n kubectl.kubernetes.io/default-container: server\n kubectl.kubernetes.io/default-logs-container: server\n prometheus.io/path: /stats/prometheus\n prometheus.io/port: 15020\n prometheus.io/scrape: true\n sidecar.istio.io/interceptionMode: REDIRECT\n sidecar.istio.io/status:\n {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n traffic.sidecar.istio.io/excludeInboundPorts: 15020\n traffic.sidecar.istio.io/includeInboundPorts: *\n traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus: Running\nIP: 172.20.1.190\nIPs:\n IP: 172.20.1.190\nControlled By: ReplicaSet/shippingservice-7b5c459cdd\nInit Containers:\n istio-validation:\n Container ID: containerd://e837eb2bea7b68f93d792f5ddeba35822636045ef6bb13a55e752c8e766f64b1\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: \n Host Port: \n Args:\n istio-iptables\n -p\n 15001\n -z\n 15006\n -u\n 1337\n -m\n REDIRECT\n -i\n *\n -x\n \n -b\n *\n -d\n 15090,15021,15020\n --log_output_level=default:info\n --run-validation\n --skip-rule-apply\n State: Terminated\n Reason: Completed\n Exit Code: 0\n Started: Tue, 19 May 2026 13:17:20 +0800\n Finished: Tue, 19 May 2026 13:17:20 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Environment:\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-v6kxs (ro)\nContainers:\n server:\n Container ID: containerd://15ca7cadcb2963de6e4a2e0ab4b617e4974c937fa6778c46c39e8b960c6b16c0\n Image: wangyl2128/shippingservice-v2:latest\n Image ID: docker.io/wangyl2128/shippingservice-v2@sha256:93091da087c3e14d41c6e352048b4226f1e841f53ffb108b2af462ff053100b0\n Port: 50051/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: CrashLoopBackOff\n Last State: Terminated\n Reason: OOMKilled\n Exit Code: 137\n Started: Tue, 19 May 2026 13:19:09 +0800\n Finished: Tue, 19 May 2026 13:19:25 +0800\n Ready: False\n Restart Count: 3\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Liveness: http-get http://:15020/app-health/server/livez delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: http-get http://:15020/app-health/server/readyz delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment:\n PORT: 50051\n DISABLE_PROFILER: 1\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-v6kxs (ro)\n istio-proxy:\n Container ID: containerd://d40434e09e0a97a349a4fa6024a89157e3304e77f0f85602a3d47339b354cdfc\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: 15090/TCP\n Host Port: 0/TCP\n Args:\n proxy\n sidecar\n --domain\n $(POD_NAMESPACE).svc.cluster.local\n --proxyLogLevel=warning\n --proxyComponentLogLevel=misc:error\n --log_output_level=default:info\n State: Running\n Started: Tue, 19 May 2026 13:17:22 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Readiness: http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n Startup: http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n Environment:\n PILOT_CERT_PROVIDER: istiod\n CA_ADDR: istiod.istio-system.svc:15012\n POD_NAME: shippingservice-7b5c459cdd-dphmz (v1:metadata.name)\n POD_NAMESPACE: boutique (v1:metadata.namespace)\n INSTANCE_IP: (v1:status.podIP)\n SERVICE_ACCOUNT: (v1:spec.serviceAccountName)\n HOST_IP: (v1:status.hostIP)\n ISTIO_CPU_LIMIT: 2 (limits.cpu)\n PROXY_CONFIG: {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n \n ISTIO_META_POD_PORTS: [\n {\"containerPort\":50051,\"protocol\":\"TCP\"}\n ]\n ISTIO_META_APP_CONTAINERS: server\n GOMEMLIMIT: 1073741824 (limits.memory)\n GOMAXPROCS: 2 (limits.cpu)\n ISTIO_META_CLUSTER_ID: Kubernetes\n ISTIO_META_NODE_NAME: (v1:spec.nodeName)\n ISTIO_META_INTERCEPTION_MODE: REDIRECT\n ISTIO_META_WORKLOAD_NAME: shippingservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/shippingservice\n ISTIO_META_MESH_ID: cluster.local\n TRUST_DOMAIN: cluster.local\n ISTIO_META_ENABLE_HBONE: true\n ISTIO_KUBE_APP_PROBERS: {\"/app-health/server/livez\":{\"grpc\":{\"port\":50051,\"service\":\"\"},\"timeoutSeconds\":1},\"/app-health/server/readyz\":{\"grpc\":{\"port\":50051,\"service\":\"\"},\"timeoutSeconds\":1}}\n Mounts:\n /etc/istio/pod from istio-podinfo (rw)\n /etc/istio/proxy from istio-envoy (rw)\n /var/lib/istio/data from istio-data (rw)\n /var/run/secrets/credential-uds from credential-socket (rw)\n /var/run/secrets/istio from istiod-ca-cert (rw)\n /var/run/secrets/istio/crl from istio-ca-crl (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-v6kxs (ro)\n /var/run/secrets/tokens from istio-token (rw)\n /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n Type Status\n PodReadyToStartContainers True \n Initialized True \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n workload-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: \n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-podinfo:\n Type: DownwardAPI (a volume populated by information about the pod)\n Items:\n metadata.labels -> labels\n metadata.annotations -> annotations\n istio-token:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 43200\n istiod-ca-cert:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-root-cert\n Optional: false\n istio-ca-crl:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-crl\n Optional: true\n kube-api-access-v6kxs:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 2m34s default-scheduler Successfully assigned boutique/shippingservice-7b5c459cdd-dphmz to worker-01\n Normal Pulled 2m34s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m33s kubelet Created container istio-validation\n Normal Started 2m33s kubelet Started container istio-validation\n Normal Created 2m31s kubelet Created container istio-proxy\n Normal Pulled 2m31s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.898s (1.898s including waiting). Image size: 7694404 bytes.\n Normal Pulled 2m31s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m31s kubelet Started container istio-proxy\n Normal Pulled 2m16s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.942s (1.942s including waiting). Image size: 7694404 bytes.\n Normal Created 99s (x3 over 2m31s) kubelet Created container server\n Normal Pulled 99s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.867s (1.867s including waiting). Image size: 7694404 bytes.\n Normal Started 98s (x3 over 2m31s) kubelet Started container server\n Warning BackOff 59s (x5 over 118s) kubelet Back-off restarting failed container server in pod shippingservice-7b5c459cdd-dphmz_boutique(ca685a6b-c17a-4bde-89ae-02cc26009bab)\n Normal Pulling 46s (x4 over 2m33s) kubelet Pulling image \"wangyl2128/shippingservice-v2:latest\"\n Normal Pulled 44s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.964s (1.964s including waiting). Image size: 7694404 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 4, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-19 13:17:14 ~ 2026-05-19 13:19:49', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=95.2% -> Cur=73.4% (-21.9%)']}, {'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-19 13:17:14 ~ 2026-05-19 13:19:49', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=3.14ms -> Current=2087.50ms (+66380.9%) | Peak=3175.00ms']}, {'request_method': 'POST', 'business_action': 'Add product to cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 676, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'GET', 'business_action': 'View cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 324, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 8951,\n \"total_errors\": 1001,\n \"total_error_ratio\": 0.1118,\n \"patterns\": [\n {\n \"count\": 1000,\n \"ratio\": 0.1117,\n \"sample\": \"2026-05-19T13:19:59.570562715+08:00 {\\\"error\\\":\\\"failed to get shipping quote: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"c6c164f0-e433-43f0-a262-5d2bfba015c8\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/cart\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"12cc61a9-1c76-4b96-8d5d-fb8a20b5599b\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T05:19:59.570474639Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0001,\n \"sample\": \"2026-05-19T13:19:59.663568798+08:00 {\\\"error\\\":\\\"could not retrieve currencies: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"467a01cf-2be3-492d-a324-f215377e187d\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/LS4PSXUNUM\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"7c175983-19c7-47cb-9428-5011111cf73c\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T05:19:59.663489392Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'shippingservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: shippingservice\n namespace: boutique\n labels:\n app: shippingservice\nspec:\n selector:\n matchLabels:\n app: shippingservice\n template:\n metadata:\n labels:\n app: shippingservice\n spec:\n serviceAccountName: shippingservice\n securityContext:\n fsGroup: 1000\n runAsGroup: 1000\n runAsNonRoot: true\n runAsUser: 1000\n containers:\n - name: server\n securityContext:\n allowPrivilegeEscalation: false\n capabilities:\n drop:\n - ALL\n privileged: false\n readOnlyRootFilesystem: false\n image: wangyl2128/shippingservice-v2:latest\n ports:\n - containerPort: 50051\n env:\n - name: PORT\n value: \"50051\"\n - name: DISABLE_PROFILER\n value: \"1\"\n readinessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 50051\n livenessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 50051\n resources:\n requests:\n cpu: 100m\n memory: 64Mi\n limits:\n cpu: 200m\n memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: shippingservice\n namespace: boutique\n labels:\n app: shippingservice\nspec:\n type: ClusterIP\n selector:\n app: shippingservice\n ports:\n - name: grpc\n port: 50051\n targetPort: 50051\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: shippingservice\n namespace: boutique" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tfor i := 0; i < 10; i++ {\n\t\tf, _ := os.Open(\"/src/log.csv\")\n\t\tr := csv.NewReader(f)\n\t\tr.ReadAll()\n\t\tf.Close()\n\t}\n\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/94/path1.json b/golden-trajectory/boutique/codedefect/94/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..865f2f8a809565ce88396d692b2cf36599160e7a --- /dev/null +++ b/golden-trajectory/boutique/codedefect/94/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetRecentLogs", + "GetErrorLogs", + "GetAppYAML", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-6d2n7 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-8hztl 2/2 Running 0 5m41s\ncheckoutservice-5b97d6df88-c5t54 2/2 Running 0 5m43s\ncurrencyservice-5bc9dbdf66-tz4wl 2/2 Running 0 5m43s\nemailservice-c86b9b8f6-xlsl5 2/2 Running 0 5m43s\nfrontend-79bb68d59d-bx62d 2/2 Running 0 5m42s\npaymentservice-64b6c744b5-jjj8z 2/2 Running 0 5m43s\nproductcatalogservice-5677b598bd-hktdg 2/2 Running 0 5m42s\nrecommendationservice-786899779d-2tfcl 2/2 Running 0 5m43s\nredis-cart-64b9db6f79-5ngcc 2/2 Running 0 5m42s\nshippingservice-7b5c459cdd-7fwff 1/2 CrashLoopBackOff 3 (34s ago) 2m31s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'shippingservice-7b5c459cdd-7fwff', namespace: 'boutique'}", + "output": "Name: shippingservice-7b5c459cdd-7fwff\nNamespace: boutique\nPriority: 0\nService Account: shippingservice\nNode: worker-01/192.168.0.222\nStart Time: Tue, 19 May 2026 15:35:38 +0800\nLabels: app=shippingservice\n networking.istio.io/tunnel=http\n pod-template-hash=7b5c459cdd\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=shippingservice\n service.istio.io/canonical-revision=latest\nAnnotations: istio.io/rev: default\n kubectl.kubernetes.io/default-container: server\n kubectl.kubernetes.io/default-logs-container: server\n prometheus.io/path: /stats/prometheus\n prometheus.io/port: 15020\n prometheus.io/scrape: true\n sidecar.istio.io/interceptionMode: REDIRECT\n sidecar.istio.io/status:\n {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n traffic.sidecar.istio.io/excludeInboundPorts: 15020\n traffic.sidecar.istio.io/includeInboundPorts: *\n traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus: Running\nIP: 172.20.1.72\nIPs:\n IP: 172.20.1.72\nControlled By: ReplicaSet/shippingservice-7b5c459cdd\nInit Containers:\n istio-validation:\n Container ID: containerd://dd85ae14171aeb32c8ae43e09f908b3376ac799b21ed0e3459a5014d78dbf5a9\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: \n Host Port: \n Args:\n istio-iptables\n -p\n 15001\n -z\n 15006\n -u\n 1337\n -m\n REDIRECT\n -i\n *\n -x\n \n -b\n *\n -d\n 15090,15021,15020\n --log_output_level=default:info\n --run-validation\n --skip-rule-apply\n State: Terminated\n Reason: Completed\n Exit Code: 0\n Started: Tue, 19 May 2026 15:35:39 +0800\n Finished: Tue, 19 May 2026 15:35:39 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Environment:\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-5jkj4 (ro)\nContainers:\n server:\n Container ID: containerd://2c26c72766379cf3ed8516ca0b2e95157d6157260486ef5f194d8c949a04050d\n Image: wangyl2128/shippingservice-v2:latest\n Image ID: docker.io/wangyl2128/shippingservice-v2@sha256:93091da087c3e14d41c6e352048b4226f1e841f53ffb108b2af462ff053100b0\n Port: 50051/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: CrashLoopBackOff\n Last State: Terminated\n Reason: OOMKilled\n Exit Code: 137\n Started: Tue, 19 May 2026 15:37:19 +0800\n Finished: Tue, 19 May 2026 15:37:35 +0800\n Ready: False\n Restart Count: 3\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Liveness: http-get http://:15020/app-health/server/livez delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: http-get http://:15020/app-health/server/readyz delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment:\n PORT: 50051\n DISABLE_PROFILER: 1\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-5jkj4 (ro)\n istio-proxy:\n Container ID: containerd://705a98fd3b0a394e5008a5035bff2c11f126d47642c79f968563c1c89b9fe034\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: 15090/TCP\n Host Port: 0/TCP\n Args:\n proxy\n sidecar\n --domain\n $(POD_NAMESPACE).svc.cluster.local\n --proxyLogLevel=warning\n --proxyComponentLogLevel=misc:error\n --log_output_level=default:info\n State: Running\n Started: Tue, 19 May 2026 15:35:41 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Readiness: http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n Startup: http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n Environment:\n PILOT_CERT_PROVIDER: istiod\n CA_ADDR: istiod.istio-system.svc:15012\n POD_NAME: shippingservice-7b5c459cdd-7fwff (v1:metadata.name)\n POD_NAMESPACE: boutique (v1:metadata.namespace)\n INSTANCE_IP: (v1:status.podIP)\n SERVICE_ACCOUNT: (v1:spec.serviceAccountName)\n HOST_IP: (v1:status.hostIP)\n ISTIO_CPU_LIMIT: 2 (limits.cpu)\n PROXY_CONFIG: {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n \n ISTIO_META_POD_PORTS: [\n {\"containerPort\":50051,\"protocol\":\"TCP\"}\n ]\n ISTIO_META_APP_CONTAINERS: server\n GOMEMLIMIT: 1073741824 (limits.memory)\n GOMAXPROCS: 2 (limits.cpu)\n ISTIO_META_CLUSTER_ID: Kubernetes\n ISTIO_META_NODE_NAME: (v1:spec.nodeName)\n ISTIO_META_INTERCEPTION_MODE: REDIRECT\n ISTIO_META_WORKLOAD_NAME: shippingservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/shippingservice\n ISTIO_META_MESH_ID: cluster.local\n TRUST_DOMAIN: cluster.local\n ISTIO_META_ENABLE_HBONE: true\n ISTIO_KUBE_APP_PROBERS: {\"/app-health/server/livez\":{\"grpc\":{\"port\":50051,\"service\":\"\"},\"timeoutSeconds\":1},\"/app-health/server/readyz\":{\"grpc\":{\"port\":50051,\"service\":\"\"},\"timeoutSeconds\":1}}\n Mounts:\n /etc/istio/pod from istio-podinfo (rw)\n /etc/istio/proxy from istio-envoy (rw)\n /var/lib/istio/data from istio-data (rw)\n /var/run/secrets/credential-uds from credential-socket (rw)\n /var/run/secrets/istio from istiod-ca-cert (rw)\n /var/run/secrets/istio/crl from istio-ca-crl (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-5jkj4 (ro)\n /var/run/secrets/tokens from istio-token (rw)\n /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n Type Status\n PodReadyToStartContainers True \n Initialized True \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n workload-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: \n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-podinfo:\n Type: DownwardAPI (a volume populated by information about the pod)\n Items:\n metadata.labels -> labels\n metadata.annotations -> annotations\n istio-token:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 43200\n istiod-ca-cert:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-root-cert\n Optional: false\n istio-ca-crl:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-crl\n Optional: true\n kube-api-access-5jkj4:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 2m34s default-scheduler Successfully assigned boutique/shippingservice-7b5c459cdd-7fwff to worker-01\n Normal Pulled 2m34s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m33s kubelet Created container istio-validation\n Normal Started 2m33s kubelet Started container istio-validation\n Normal Created 2m31s kubelet Created container istio-proxy\n Normal Pulled 2m31s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.984s (1.984s including waiting). Image size: 7694404 bytes.\n Normal Pulled 2m31s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m31s kubelet Started container istio-proxy\n Normal Pulled 2m14s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.889s (1.889s including waiting). Image size: 7694404 bytes.\n Normal Created 102s (x3 over 2m31s) kubelet Created container server\n Normal Pulled 102s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.867s (1.867s including waiting). Image size: 7694404 bytes.\n Normal Started 101s (x3 over 2m31s) kubelet Started container server\n Warning BackOff 68s (x5 over 117s) kubelet Back-off restarting failed container server in pod shippingservice-7b5c459cdd-7fwff_boutique(72587aea-9e2b-4edf-a691-9e7fbcb7b0a7)\n Normal Pulling 55s (x4 over 2m33s) kubelet Pulling image \"wangyl2128/shippingservice-v2:latest\"\n Normal Pulled 53s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.922s (1.922s including waiting). Image size: 7694404 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 4, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-19 15:35:33 ~ 2026-05-19 15:38:08', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=95.2% -> Cur=72.1% (-23.1%)']}, {'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-19 15:35:33 ~ 2026-05-19 15:38:08', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=3.92ms -> Current=2871.09ms (+73048.9%) | Peak=5352.27ms']}, {'request_method': 'POST', 'business_action': 'Add product to cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 641, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'GET', 'business_action': 'View cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 360, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetRecentLogs", + "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'shippingservice'}", + "output": "['From shippingservice logs:', '2026-05-19T15:38:21.058888598+08:00 {\"message\":\"Tracing enabled, but temporarily unavailable\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:38:21.0587644Z\"}', '2026-05-19T15:38:21.058909137+08:00 {\"message\":\"See https://github.com/GoogleCloudPlatform/microservices-demo/issues/422 for more info.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:38:21.058831227Z\"}', '2026-05-19T15:38:21.058912398+08:00 {\"message\":\"Profiling disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:38:21.058853774Z\"}', '2026-05-19T15:38:21.058919898+08:00 {\"message\":\"Stats enabled, but temporarily unavailable\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:38:21.05888206Z\"}', '2026-05-19T15:38:21.058922199+08:00 {\"message\":\"Shipping Service listening on port :50051\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:38:21.058906054Z\"}', '', 'From previous container logs:', '{\"message\":\"Tracing enabled, but temporarily unavailable\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:19.08217816Z\"}', '{\"message\":\"See https://github.com/GoogleCloudPlatform/microservices-demo/issues/422 for more info.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:19.082278135Z\"}', '{\"message\":\"Profiling disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:19.082306712Z\"}', '{\"message\":\"Stats enabled, but temporarily unavailable\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:19.082355098Z\"}', '{\"message\":\"Shipping Service listening on port :50051\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:19.082394479Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:28.946455328Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:29.115900454Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:29.418879645Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:29.617136302Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:29.716891766Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:29.821030868Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:30.215810605Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:30.21602402Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:30.916053139Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:30.918179608Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:30.919348075Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:30.936785279Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:31.115836846Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:31.315844646Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:31.415774262Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:31.520474177Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:32.315904371Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:32.715780547Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:32.815806164Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:32.915770852Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:33.022718045Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:33.022751295Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:33.022730828Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:33.115755525Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:33.120981995Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:33.215762133Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:34.315888034Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:34.715771324Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:34.81575442Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:34.915754529Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:34.932748696Z\"}', '{\"message\":\"[GetQuote] received request\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T07:37:35.015875685Z\"}', '', 'From istio-proxy logs:', '2026-05-19T07:35:41.355861Z\\tinfo\\tFLAG: --proxyLogLevel=\"warning\"', '2026-05-19T07:35:41.355864Z\\tinfo\\tFLAG: --serviceCluster=\"istio-proxy\"', '2026-05-19T07:35:41.355866Z\\tinfo\\tFLAG: --stsPort=\"0\"', '2026-05-19T07:35:41.355868Z\\tinfo\\tFLAG: --templateFile=\"\"', '2026-05-19T07:35:41.355870Z\\tinfo\\tFLAG: --tokenManagerPlugin=\"\"', '2026-05-19T07:35:41.355874Z\\tinfo\\tFLAG: --vklog=\"0\"', '2026-05-19T07:35:41.355877Z\\tinfo\\tVersion 1.27.3-df538c2279a633544e6c0961a03ab772729933be-Clean', '2026-05-19T07:35:41.356020Z\\tinfo\\tProxy role\\tips=[172.20.1.72] type=sidecar id=shippingservice-7b5c459cdd-7fwff.boutique domain=boutique.svc.cluster.local', '2026-05-19T07:35:41.356065Z\\tinfo\\tApply proxy config from env {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}', '2026-05-19T07:35:41.357246Z\\tinfo\\tcpu limit detected as 2, setting concurrency', '2026-05-19T07:35:41.357465Z\\tinfo\\tEffective config: binaryPath: /usr/local/bin/envoy', 'concurrency: 2', 'configPath: ./etc/istio/proxy', 'controlPlaneAuthPolicy: MUTUAL_TLS', 'discoveryAddress: istiod.istio-system.svc:15012', 'drainDuration: 45s', 'image:', 'imageType: distroless', 'proxyAdminPort: 15000', 'proxyMetadata:', 'ISTIO_META_ENABLE_HBONE: \"true\"', 'serviceCluster: istio-proxy', 'statNameLength: 189', 'statusPort: 15020', 'terminationDrainDuration: 5s', '2026-05-19T07:35:41.357480Z\\tinfo\\tJWT policy is third-party-jwt', '2026-05-19T07:35:41.357482Z\\tinfo\\tusing credential fetcher of JWT type in cluster.local trust domain', '2026-05-19T07:35:41.396852Z\\tinfo\\tStarting default Istio SDS Server', '2026-05-19T07:35:41.396883Z\\tinfo\\tCA Endpoint istiod.istio-system.svc:15012, provider Citadel', '2026-05-19T07:35:41.396899Z\\tinfo\\tUsing CA istiod.istio-system.svc:15012 cert with certs: var/run/secrets/istio/root-cert.pem', '2026-05-19T07:35:41.397336Z\\tinfo\\tOpening status port 15020', '2026-05-19T07:35:41.398697Z\\tinfo\\txdsproxy\\tInitializing with upstream address \"istiod.istio-system.svc:15012\" and cluster \"Kubernetes\"', '2026-05-19T07:35:41.399904Z\\tinfo\\tPilot SAN: [istiod.istio-system.svc]', '2026-05-19T07:35:41.400711Z\\tinfo\\tStarting proxy agent', '2026-05-19T07:35:41.400752Z\\tinfo\\tEnvoy command: [-c etc/istio/proxy/envoy-rev.json --drain-time-s 45 --drain-strategy immediate --local-address-ip-version v4 --file-flush-interval-msec 1000 --disable-hot-restart --allow-unknown-static-fields -l warning --component-log-level misc:error --skip-deprecated-logs --concurrency 2]', '2026-05-19T07:35:41.401306Z\\tinfo\\tsds\\tStarting SDS grpc server', '2026-05-19T07:35:41.401327Z\\tinfo\\tsds\\tStarting SDS server for workload certificates, will listen on \"var/run/secrets/workload-spiffe-uds/socket\"', '2026-05-19T07:35:41.459061Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:905\\tUsage of the deprecated runtime key overload.global_downstream_max_connections, consider switching to `envoy.resource_monitors.global_downstream_max_connections` instead.This runtime key will be removed in future.\\tthread=13', '2026-05-19T07:35:41.460134Z\\twarning\\tenvoy main external/envoy/source/server/server.cc:1001\\tThere is no configured limit to the number of allowed active downstream connections. Configure a limit in `envoy.resource_monitors.global_downstream_max_connections` resource monitor.\\tthread=13', '2026-05-19T07:35:41.466740Z\\tinfo\\txdsproxy\\tconnected to delta upstream XDS server: istiod.istio-system.svc:15012\\tid=1', '2026-05-19T07:35:41.507879Z\\tinfo\\tads\\tADS: new connection for node:1', '2026-05-19T07:35:41.508967Z\\tinfo\\tads\\tADS: new connection for node:2', '2026-05-19T07:35:41.530543Z\\tinfo\\tcache\\tgenerated new workload certificate\\tresourceName=default latency=131.520658ms ttl=23h59m59.469462252s', '2026-05-19T07:35:41.530589Z\\tinfo\\tcache\\tRoot cert has changed, start rotating root cert', '2026-05-19T07:35:41.530632Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.469368707s', '2026-05-19T07:35:41.530668Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.469332635s', '2026-05-19T07:35:41.530698Z\\tinfo\\tcache\\treturned workload certificate from cache\\tttl=23h59m59.469308767s', '2026-05-19T07:35:41.531192Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.468808881s', '2026-05-19T07:35:42.787263Z\\tinfo\\tReadiness succeeded in 1.433944263s', '2026-05-19T07:35:42.787534Z\\tinfo\\tEnvoy proxy is ready']" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'shippingservice'}", + "output": "{\n \"total_log_count\": 42,\n \"total_errors\": 4,\n \"total_error_ratio\": 0.0952,\n \"patterns\": [\n {\n \"count\": 2,\n \"ratio\": 0.0476,\n \"sample\": \"{\\\"message\\\":\\\"Stats enabled, but temporarily unavailable\\\",\\\"severity\\\":\\\"info\\\",\\\"timestamp\\\":\\\"2026-05-19T07:37:19.082355098Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0238,\n \"sample\": \"2026-05-19T15:38:21.058888598+08:00 {\\\"message\\\":\\\"Tracing enabled, but temporarily unavailable\\\",\\\"severity\\\":\\\"info\\\",\\\"timestamp\\\":\\\"2026-05-19T07:38:21.0587644Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0238,\n \"sample\": \"2026-05-19T15:38:21.058919898+08:00 {\\\"message\\\":\\\"Stats enabled, but temporarily unavailable\\\",\\\"severity\\\":\\\"info\\\",\\\"timestamp\\\":\\\"2026-05-19T07:38:21.05888206Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'shippingservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: shippingservice\n namespace: boutique\n labels:\n app: shippingservice\nspec:\n selector:\n matchLabels:\n app: shippingservice\n template:\n metadata:\n labels:\n app: shippingservice\n spec:\n serviceAccountName: shippingservice\n securityContext:\n fsGroup: 1000\n runAsGroup: 1000\n runAsNonRoot: true\n runAsUser: 1000\n containers:\n - name: server\n securityContext:\n allowPrivilegeEscalation: false\n capabilities:\n drop:\n - ALL\n privileged: false\n readOnlyRootFilesystem: false\n image: wangyl2128/shippingservice-v2:latest\n ports:\n - containerPort: 50051\n env:\n - name: PORT\n value: \"50051\"\n - name: DISABLE_PROFILER\n value: \"1\"\n readinessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 50051\n livenessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 50051\n resources:\n requests:\n cpu: 100m\n memory: 64Mi\n limits:\n cpu: 200m\n memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: shippingservice\n namespace: boutique\n labels:\n app: shippingservice\nspec:\n type: ClusterIP\n selector:\n app: shippingservice\n ports:\n - name: grpc\n port: 50051\n targetPort: 50051\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: shippingservice\n namespace: boutique" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tfor i := 0; i < 10; i++ {\n\t\tf, _ := os.Open(\"/src/log.csv\")\n\t\tr := csv.NewReader(f)\n\t\tr.ReadAll()\n\t\tf.Close()\n\t}\n\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/94/path2.json b/golden-trajectory/boutique/codedefect/94/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..5127692d18e3c3e2c65b4722e150028e34321b85 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/94/path2.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetErrorLogs", + "GetAppYAML", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-6d2n7 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-8hztl 2/2 Running 0 5m41s\ncheckoutservice-5b97d6df88-c5t54 2/2 Running 0 5m43s\ncurrencyservice-5bc9dbdf66-tz4wl 2/2 Running 0 5m43s\nemailservice-c86b9b8f6-xlsl5 2/2 Running 0 5m43s\nfrontend-79bb68d59d-bx62d 2/2 Running 0 5m42s\npaymentservice-64b6c744b5-jjj8z 2/2 Running 0 5m43s\nproductcatalogservice-5677b598bd-hktdg 2/2 Running 0 5m42s\nrecommendationservice-786899779d-2tfcl 2/2 Running 0 5m43s\nredis-cart-64b9db6f79-5ngcc 2/2 Running 0 5m42s\nshippingservice-7b5c459cdd-7fwff 1/2 CrashLoopBackOff 3 (34s ago) 2m31s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'shippingservice-7b5c459cdd-7fwff', namespace: 'boutique'}", + "output": "Name: shippingservice-7b5c459cdd-7fwff\nNamespace: boutique\nPriority: 0\nService Account: shippingservice\nNode: worker-01/192.168.0.222\nStart Time: Tue, 19 May 2026 15:35:38 +0800\nLabels: app=shippingservice\n networking.istio.io/tunnel=http\n pod-template-hash=7b5c459cdd\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=shippingservice\n service.istio.io/canonical-revision=latest\nAnnotations: istio.io/rev: default\n kubectl.kubernetes.io/default-container: server\n kubectl.kubernetes.io/default-logs-container: server\n prometheus.io/path: /stats/prometheus\n prometheus.io/port: 15020\n prometheus.io/scrape: true\n sidecar.istio.io/interceptionMode: REDIRECT\n sidecar.istio.io/status:\n {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n traffic.sidecar.istio.io/excludeInboundPorts: 15020\n traffic.sidecar.istio.io/includeInboundPorts: *\n traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus: Running\nIP: 172.20.1.72\nIPs:\n IP: 172.20.1.72\nControlled By: ReplicaSet/shippingservice-7b5c459cdd\nInit Containers:\n istio-validation:\n Container ID: containerd://dd85ae14171aeb32c8ae43e09f908b3376ac799b21ed0e3459a5014d78dbf5a9\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: \n Host Port: \n Args:\n istio-iptables\n -p\n 15001\n -z\n 15006\n -u\n 1337\n -m\n REDIRECT\n -i\n *\n -x\n \n -b\n *\n -d\n 15090,15021,15020\n --log_output_level=default:info\n --run-validation\n --skip-rule-apply\n State: Terminated\n Reason: Completed\n Exit Code: 0\n Started: Tue, 19 May 2026 15:35:39 +0800\n Finished: Tue, 19 May 2026 15:35:39 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Environment:\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-5jkj4 (ro)\nContainers:\n server:\n Container ID: containerd://2c26c72766379cf3ed8516ca0b2e95157d6157260486ef5f194d8c949a04050d\n Image: wangyl2128/shippingservice-v2:latest\n Image ID: docker.io/wangyl2128/shippingservice-v2@sha256:93091da087c3e14d41c6e352048b4226f1e841f53ffb108b2af462ff053100b0\n Port: 50051/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: CrashLoopBackOff\n Last State: Terminated\n Reason: OOMKilled\n Exit Code: 137\n Started: Tue, 19 May 2026 15:37:19 +0800\n Finished: Tue, 19 May 2026 15:37:35 +0800\n Ready: False\n Restart Count: 3\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Liveness: http-get http://:15020/app-health/server/livez delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: http-get http://:15020/app-health/server/readyz delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment:\n PORT: 50051\n DISABLE_PROFILER: 1\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-5jkj4 (ro)\n istio-proxy:\n Container ID: containerd://705a98fd3b0a394e5008a5035bff2c11f126d47642c79f968563c1c89b9fe034\n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n Port: 15090/TCP\n Host Port: 0/TCP\n Args:\n proxy\n sidecar\n --domain\n $(POD_NAMESPACE).svc.cluster.local\n --proxyLogLevel=warning\n --proxyComponentLogLevel=misc:error\n --log_output_level=default:info\n State: Running\n Started: Tue, 19 May 2026 15:35:41 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Readiness: http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n Startup: http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n Environment:\n PILOT_CERT_PROVIDER: istiod\n CA_ADDR: istiod.istio-system.svc:15012\n POD_NAME: shippingservice-7b5c459cdd-7fwff (v1:metadata.name)\n POD_NAMESPACE: boutique (v1:metadata.namespace)\n INSTANCE_IP: (v1:status.podIP)\n SERVICE_ACCOUNT: (v1:spec.serviceAccountName)\n HOST_IP: (v1:status.hostIP)\n ISTIO_CPU_LIMIT: 2 (limits.cpu)\n PROXY_CONFIG: {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n \n ISTIO_META_POD_PORTS: [\n {\"containerPort\":50051,\"protocol\":\"TCP\"}\n ]\n ISTIO_META_APP_CONTAINERS: server\n GOMEMLIMIT: 1073741824 (limits.memory)\n GOMAXPROCS: 2 (limits.cpu)\n ISTIO_META_CLUSTER_ID: Kubernetes\n ISTIO_META_NODE_NAME: (v1:spec.nodeName)\n ISTIO_META_INTERCEPTION_MODE: REDIRECT\n ISTIO_META_WORKLOAD_NAME: shippingservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/shippingservice\n ISTIO_META_MESH_ID: cluster.local\n TRUST_DOMAIN: cluster.local\n ISTIO_META_ENABLE_HBONE: true\n ISTIO_KUBE_APP_PROBERS: {\"/app-health/server/livez\":{\"grpc\":{\"port\":50051,\"service\":\"\"},\"timeoutSeconds\":1},\"/app-health/server/readyz\":{\"grpc\":{\"port\":50051,\"service\":\"\"},\"timeoutSeconds\":1}}\n Mounts:\n /etc/istio/pod from istio-podinfo (rw)\n /etc/istio/proxy from istio-envoy (rw)\n /var/lib/istio/data from istio-data (rw)\n /var/run/secrets/credential-uds from credential-socket (rw)\n /var/run/secrets/istio from istiod-ca-cert (rw)\n /var/run/secrets/istio/crl from istio-ca-crl (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-5jkj4 (ro)\n /var/run/secrets/tokens from istio-token (rw)\n /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n Type Status\n PodReadyToStartContainers True \n Initialized True \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n workload-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: \n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-podinfo:\n Type: DownwardAPI (a volume populated by information about the pod)\n Items:\n metadata.labels -> labels\n metadata.annotations -> annotations\n istio-token:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 43200\n istiod-ca-cert:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-root-cert\n Optional: false\n istio-ca-crl:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-crl\n Optional: true\n kube-api-access-5jkj4:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 2m34s default-scheduler Successfully assigned boutique/shippingservice-7b5c459cdd-7fwff to worker-01\n Normal Pulled 2m34s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m33s kubelet Created container istio-validation\n Normal Started 2m33s kubelet Started container istio-validation\n Normal Created 2m31s kubelet Created container istio-proxy\n Normal Pulled 2m31s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.984s (1.984s including waiting). Image size: 7694404 bytes.\n Normal Pulled 2m31s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m31s kubelet Started container istio-proxy\n Normal Pulled 2m14s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.889s (1.889s including waiting). Image size: 7694404 bytes.\n Normal Created 102s (x3 over 2m31s) kubelet Created container server\n Normal Pulled 102s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.867s (1.867s including waiting). Image size: 7694404 bytes.\n Normal Started 101s (x3 over 2m31s) kubelet Started container server\n Warning BackOff 68s (x5 over 117s) kubelet Back-off restarting failed container server in pod shippingservice-7b5c459cdd-7fwff_boutique(72587aea-9e2b-4edf-a691-9e7fbcb7b0a7)\n Normal Pulling 55s (x4 over 2m33s) kubelet Pulling image \"wangyl2128/shippingservice-v2:latest\"\n Normal Pulled 53s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.922s (1.922s including waiting). Image size: 7694404 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 4, 'alerts': [{'type': 'Service', 'name': 'frontend', 'time_range': '2026-05-19 15:35:33 ~ 2026-05-19 15:38:08', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=95.2% -> Cur=72.1% (-23.1%)']}, {'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-19 15:35:33 ~ 2026-05-19 15:38:08', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=3.92ms -> Current=2871.09ms (+73048.9%) | Peak=5352.27ms']}, {'request_method': 'POST', 'business_action': 'Add product to cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 641, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'GET', 'business_action': 'View cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 360, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 8524,\n \"total_errors\": 1001,\n \"total_error_ratio\": 0.1174,\n \"patterns\": [\n {\n \"count\": 1001,\n \"ratio\": 0.1174,\n \"sample\": \"2026-05-19T15:38:18.520348420+08:00 {\\\"error\\\":\\\"failed to get shipping quote: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"b2f47627-87cd-4075-a832-7df1db2c58d5\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/cart\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"c07e2843-a041-4caf-b458-7b8b5a8455a6\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T07:38:18.5202558Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'shippingservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: shippingservice\n namespace: boutique\n labels:\n app: shippingservice\nspec:\n selector:\n matchLabels:\n app: shippingservice\n template:\n metadata:\n labels:\n app: shippingservice\n spec:\n serviceAccountName: shippingservice\n securityContext:\n fsGroup: 1000\n runAsGroup: 1000\n runAsNonRoot: true\n runAsUser: 1000\n containers:\n - name: server\n securityContext:\n allowPrivilegeEscalation: false\n capabilities:\n drop:\n - ALL\n privileged: false\n readOnlyRootFilesystem: false\n image: wangyl2128/shippingservice-v2:latest\n ports:\n - containerPort: 50051\n env:\n - name: PORT\n value: \"50051\"\n - name: DISABLE_PROFILER\n value: \"1\"\n readinessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 50051\n livenessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 50051\n resources:\n requests:\n cpu: 100m\n memory: 64Mi\n limits:\n cpu: 200m\n memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: shippingservice\n namespace: boutique\n labels:\n app: shippingservice\nspec:\n type: ClusterIP\n selector:\n app: shippingservice\n ports:\n - name: grpc\n port: 50051\n targetPort: 50051\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: shippingservice\n namespace: boutique" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tfor i := 0; i < 10; i++ {\n\t\tf, _ := os.Open(\"/src/log.csv\")\n\t\tr := csv.NewReader(f)\n\t\tr.ReadAll()\n\t\tf.Close()\n\t}\n\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/95/path1.json b/golden-trajectory/boutique/codedefect/95/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..533a6d2452dc8a167e15fa4de6991afe217bb6de --- /dev/null +++ b/golden-trajectory/boutique/codedefect/95/path1.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-smps6 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-4mpjk 2/2 Running 0 5m42s\ncheckoutservice-5b97d6df88-frkr4 2/2 Running 0 5m42s\ncurrencyservice-5bc9dbdf66-xsghh 2/2 Running 0 5m41s\nemailservice-c86b9b8f6-7pngz 2/2 Running 0 5m41s\nfrontend-79bb68d59d-kcc4q 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-p9t5n 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-4vjxs 2/2 Running 0 5m41s\nrecommendationservice-786899779d-nhn6h 2/2 Running 0 5m40s\nredis-cart-64b9db6f79-6gs2m 2/2 Running 0 5m40s\nshippingservice-f6f49b76b-7svph 2/2 Running 0 2m31s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.215.130 9555/TCP 5m45s\ncartservice ClusterIP 10.68.117.38 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.140.247 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.159.83 7000/TCP 5m44s\nemailservice ClusterIP 10.68.90.99 5000/TCP 5m44s\nfrontend ClusterIP 10.68.126.135 80/TCP 5m44s\nfrontend-external NodePort 10.68.72.123 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.98.171 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.189.151 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.122.142 8080/TCP 5m43s\nredis-cart ClusterIP 10.68.206.142 6379/TCP 5m43s\nshippingservice ClusterIP 10.68.152.220 50051/TCP 5m43s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 1, 'alerts': [{'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-18 19:13:15 ~ 2026-05-18 19:15:50', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.02 cores (+1871.7%)', 'FILESYSTEM_WRITE_SURGE [fs_write_bytes] | Normal=0.00B/s -> Current=131503.41B/s (New Spike) | Peak=351574.14B/s']}]}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tf, err := os.Create(\"/tmp/tmp.csv\")\n\tif err == nil {\n\t\tw := csv.NewWriter(f)\n\t\tfor i := 0; i < 30000; i++ {\n\t\t\tw.Write([]string{\"Timestamp,Node,Pod,Container,Log\"})\n\t\t}\n\t\tw.Flush()\n\t\tf.Close()\n\t\tos.Remove(\"/tmp/tmp.csv\")\n\t}\n\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/95/path2.json b/golden-trajectory/boutique/codedefect/95/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..ba4801350b06688ce6cef2ea2f21f03b2c07a837 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/95/path2.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-smps6 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-4mpjk 2/2 Running 0 5m42s\ncheckoutservice-5b97d6df88-frkr4 2/2 Running 0 5m42s\ncurrencyservice-5bc9dbdf66-xsghh 2/2 Running 0 5m41s\nemailservice-c86b9b8f6-7pngz 2/2 Running 0 5m41s\nfrontend-79bb68d59d-kcc4q 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-p9t5n 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-4vjxs 2/2 Running 0 5m41s\nrecommendationservice-786899779d-nhn6h 2/2 Running 0 5m40s\nredis-cart-64b9db6f79-6gs2m 2/2 Running 0 5m40s\nshippingservice-f6f49b76b-7svph 2/2 Running 0 2m31s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.215.130 9555/TCP 5m45s\ncartservice ClusterIP 10.68.117.38 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.140.247 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.159.83 7000/TCP 5m44s\nemailservice ClusterIP 10.68.90.99 5000/TCP 5m44s\nfrontend ClusterIP 10.68.126.135 80/TCP 5m44s\nfrontend-external NodePort 10.68.72.123 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.98.171 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.189.151 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.122.142 8080/TCP 5m43s\nredis-cart ClusterIP 10.68.206.142 6379/TCP 5m43s\nshippingservice ClusterIP 10.68.152.220 50051/TCP 5m43s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 1, 'alerts': [{'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-18 19:13:15 ~ 2026-05-18 19:15:50', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.02 cores (+1871.7%)', 'FILESYSTEM_WRITE_SURGE [fs_write_bytes] | Normal=0.00B/s -> Current=131503.41B/s (New Spike) | Peak=351574.14B/s']}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 8447,\n \"total_errors\": 2,\n \"total_error_ratio\": 0.0002,\n \"patterns\": [\n {\n \"count\": 1,\n \"ratio\": 0.0001,\n \"sample\": \"2026-05-18T19:13:30.962229459+08:00 {\\\"error\\\":\\\"failed to get shipping quote: rpc error: code = Unavailable desc = upstream connect error or disconnect/reset before headers. reset reason: remote connection failure, transport failure reason: delayed connect error: Connection refused\\\",\\\"http.req.id\\\":\\\"4aaa6da0-6324-4384-bafb-d93be7ab2257\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/cart\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"67789161-dc75-4c8b-a9de-64da9ea11ff0\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T11:13:30.962113025Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0001,\n \"sample\": \"2026-05-18T19:16:00.705022673+08:00 {\\\"error\\\":\\\"could not retrieve cart: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"6a65fc85-88b7-43ed-8418-decfb0addfa0\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/cart\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"50dfd1bb-0b8c-4d3c-8e63-68b41389c20c\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T11:16:00.704941496Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tf, err := os.Create(\"/tmp/tmp.csv\")\n\tif err == nil {\n\t\tw := csv.NewWriter(f)\n\t\tfor i := 0; i < 30000; i++ {\n\t\t\tw.Write([]string{\"Timestamp,Node,Pod,Container,Log\"})\n\t\t}\n\t\tw.Flush()\n\t\tf.Close()\n\t\tos.Remove(\"/tmp/tmp.csv\")\n\t}\n\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/96/path1.json b/golden-trajectory/boutique/codedefect/96/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..1ff56dae808d8c25b0e8f4242f759043974b1d49 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/96/path1.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-h4x9t 2/2 Running 0 5m43s\ncartservice-7c5f46fc47-vjp6x 2/2 Running 0 5m42s\ncheckoutservice-5b97d6df88-n4zrm 2/2 Running 0 5m41s\ncurrencyservice-5bc9dbdf66-wn86b 2/2 Running 0 5m41s\nemailservice-c86b9b8f6-xsstq 2/2 Running 0 5m42s\nfrontend-79bb68d59d-q7ndr 2/2 Running 0 5m42s\npaymentservice-64b6c744b5-8zhrj 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-9n7zf 2/2 Running 0 5m42s\nrecommendationservice-786899779d-79g57 2/2 Running 0 5m40s\nredis-cart-64b9db6f79-6wrct 2/2 Running 0 5m41s\nshippingservice-f6f49b76b-z54mn 2/2 Running 0 2m31s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.69.253 9555/TCP 5m46s\ncartservice ClusterIP 10.68.184.80 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.220.172 5050/TCP 5m44s\ncurrencyservice ClusterIP 10.68.89.38 7000/TCP 5m44s\nemailservice ClusterIP 10.68.8.106 5000/TCP 5m45s\nfrontend ClusterIP 10.68.127.72 80/TCP 5m45s\nfrontend-external NodePort 10.68.169.46 80:30080/TCP 5m45s\npaymentservice ClusterIP 10.68.198.95 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.177.247 3550/TCP 5m45s\nrecommendationservice ClusterIP 10.68.182.44 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.38.206 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.221.176 50051/TCP 5m45s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'currencyservice', 'time_range': '2026-05-19 11:26:26 ~ 2026-05-19 11:29:01', 'status': 'ABNORMAL', 'evidence': ['TRAFFIC_ANOMALY [Network Surge] | Inbound: Normal=32.05pps -> Current=121.88pps (+280.3%) | Outbound: Normal=31.84pps -> Current=120.70pps (+279.1%)']}, {'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-19 11:26:26 ~ 2026-05-19 11:29:01', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.02 cores (+1800.1%)', 'FILESYSTEM_WRITE_SURGE [fs_write_bytes] | Normal=0.00B/s -> Current=133560.76B/s (New Spike) | Peak=281034.62B/s']}]}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tf, err := os.Create(\"/tmp/tmp.csv\")\n\tif err == nil {\n\t\tw := csv.NewWriter(f)\n\t\tfor i := 0; i < 30000; i++ {\n\t\t\tw.Write([]string{\"Timestamp,Node,Pod,Container,Log\"})\n\t\t}\n\t\tw.Flush()\n\t\tf.Close()\n\t\tos.Remove(\"/tmp/tmp.csv\")\n\t}\n\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/96/path2.json b/golden-trajectory/boutique/codedefect/96/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..0fc8c7435f7f1f497e8b7ea4189d9b40c997c7ed --- /dev/null +++ b/golden-trajectory/boutique/codedefect/96/path2.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-h4x9t 2/2 Running 0 5m43s\ncartservice-7c5f46fc47-vjp6x 2/2 Running 0 5m42s\ncheckoutservice-5b97d6df88-n4zrm 2/2 Running 0 5m41s\ncurrencyservice-5bc9dbdf66-wn86b 2/2 Running 0 5m41s\nemailservice-c86b9b8f6-xsstq 2/2 Running 0 5m42s\nfrontend-79bb68d59d-q7ndr 2/2 Running 0 5m42s\npaymentservice-64b6c744b5-8zhrj 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-9n7zf 2/2 Running 0 5m42s\nrecommendationservice-786899779d-79g57 2/2 Running 0 5m40s\nredis-cart-64b9db6f79-6wrct 2/2 Running 0 5m41s\nshippingservice-f6f49b76b-z54mn 2/2 Running 0 2m31s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.69.253 9555/TCP 5m46s\ncartservice ClusterIP 10.68.184.80 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.220.172 5050/TCP 5m44s\ncurrencyservice ClusterIP 10.68.89.38 7000/TCP 5m44s\nemailservice ClusterIP 10.68.8.106 5000/TCP 5m45s\nfrontend ClusterIP 10.68.127.72 80/TCP 5m45s\nfrontend-external NodePort 10.68.169.46 80:30080/TCP 5m45s\npaymentservice ClusterIP 10.68.198.95 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.177.247 3550/TCP 5m45s\nrecommendationservice ClusterIP 10.68.182.44 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.38.206 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.221.176 50051/TCP 5m45s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'currencyservice', 'time_range': '2026-05-19 11:26:26 ~ 2026-05-19 11:29:01', 'status': 'ABNORMAL', 'evidence': ['TRAFFIC_ANOMALY [Network Surge] | Inbound: Normal=32.05pps -> Current=121.88pps (+280.3%) | Outbound: Normal=31.84pps -> Current=120.70pps (+279.1%)']}, {'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-19 11:26:26 ~ 2026-05-19 11:29:01', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.02 cores (+1800.1%)', 'FILESYSTEM_WRITE_SURGE [fs_write_bytes] | Normal=0.00B/s -> Current=133560.76B/s (New Spike) | Peak=281034.62B/s']}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "No error logs found for frontend in boutique namespace." + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tf, err := os.Create(\"/tmp/tmp.csv\")\n\tif err == nil {\n\t\tw := csv.NewWriter(f)\n\t\tfor i := 0; i < 30000; i++ {\n\t\t\tw.Write([]string{\"Timestamp,Node,Pod,Container,Log\"})\n\t\t}\n\t\tw.Flush()\n\t\tf.Close()\n\t\tos.Remove(\"/tmp/tmp.csv\")\n\t}\n\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/97/path1.json b/golden-trajectory/boutique/codedefect/97/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..a4e7dcfc3a9b657153999d5aa24533adc50cad8a --- /dev/null +++ b/golden-trajectory/boutique/codedefect/97/path1.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-gsttq 2/2 Running 0 5m53s\ncartservice-7c5f46fc47-xnr5z 2/2 Running 0 5m55s\ncheckoutservice-5b97d6df88-svhnv 2/2 Running 0 5m53s\ncurrencyservice-5bc9dbdf66-8sbjz 2/2 Running 0 5m52s\nemailservice-c86b9b8f6-trdjg 2/2 Running 0 5m54s\nfrontend-79bb68d59d-vccpk 2/2 Running 0 5m53s\npaymentservice-64b6c744b5-vgxbm 2/2 Running 0 5m54s\nproductcatalogservice-5677b598bd-n7x2q 2/2 Running 0 5m54s\nrecommendationservice-786899779d-kzh6k 2/2 Running 0 5m53s\nredis-cart-64b9db6f79-598hp 2/2 Running 0 5m53s\nshippingservice-f6f49b76b-zzsqq 2/2 Running 0 2m31s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.146.18 9555/TCP 5m56s\ncartservice ClusterIP 10.68.131.208 7070/TCP 5m58s\ncheckoutservice ClusterIP 10.68.197.44 5050/TCP 5m56s\ncurrencyservice ClusterIP 10.68.111.56 7000/TCP 5m55s\nemailservice ClusterIP 10.68.179.55 5000/TCP 5m57s\nfrontend ClusterIP 10.68.103.53 80/TCP 5m56s\nfrontend-external NodePort 10.68.57.235 80:30080/TCP 5m56s\npaymentservice ClusterIP 10.68.149.68 50051/TCP 5m57s\nproductcatalogservice ClusterIP 10.68.13.211 3550/TCP 5m57s\nrecommendationservice ClusterIP 10.68.248.163 8080/TCP 5m56s\nredis-cart ClusterIP 10.68.134.126 6379/TCP 5m57s\nshippingservice ClusterIP 10.68.196.134 50051/TCP 5m57s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 1, 'alerts': [{'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-19 13:44:58 ~ 2026-05-19 13:47:33', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.02 cores (+1830.0%)', 'FILESYSTEM_WRITE_SURGE [fs_write_bytes] | Normal=0.00B/s -> Current=119673.72B/s (New Spike) | Peak=231802.87B/s']}]}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tf, err := os.Create(\"/tmp/tmp.csv\")\n\tif err == nil {\n\t\tw := csv.NewWriter(f)\n\t\tfor i := 0; i < 30000; i++ {\n\t\t\tw.Write([]string{\"Timestamp,Node,Pod,Container,Log\"})\n\t\t}\n\t\tw.Flush()\n\t\tf.Close()\n\t\tos.Remove(\"/tmp/tmp.csv\")\n\t}\n\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/97/path2.json b/golden-trajectory/boutique/codedefect/97/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..ef140526c8d4d3520d91557353c85bb3f0f3635c --- /dev/null +++ b/golden-trajectory/boutique/codedefect/97/path2.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-gsttq 2/2 Running 0 5m53s\ncartservice-7c5f46fc47-xnr5z 2/2 Running 0 5m55s\ncheckoutservice-5b97d6df88-svhnv 2/2 Running 0 5m53s\ncurrencyservice-5bc9dbdf66-8sbjz 2/2 Running 0 5m52s\nemailservice-c86b9b8f6-trdjg 2/2 Running 0 5m54s\nfrontend-79bb68d59d-vccpk 2/2 Running 0 5m53s\npaymentservice-64b6c744b5-vgxbm 2/2 Running 0 5m54s\nproductcatalogservice-5677b598bd-n7x2q 2/2 Running 0 5m54s\nrecommendationservice-786899779d-kzh6k 2/2 Running 0 5m53s\nredis-cart-64b9db6f79-598hp 2/2 Running 0 5m53s\nshippingservice-f6f49b76b-zzsqq 2/2 Running 0 2m31s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.146.18 9555/TCP 5m56s\ncartservice ClusterIP 10.68.131.208 7070/TCP 5m58s\ncheckoutservice ClusterIP 10.68.197.44 5050/TCP 5m56s\ncurrencyservice ClusterIP 10.68.111.56 7000/TCP 5m55s\nemailservice ClusterIP 10.68.179.55 5000/TCP 5m57s\nfrontend ClusterIP 10.68.103.53 80/TCP 5m56s\nfrontend-external NodePort 10.68.57.235 80:30080/TCP 5m56s\npaymentservice ClusterIP 10.68.149.68 50051/TCP 5m57s\nproductcatalogservice ClusterIP 10.68.13.211 3550/TCP 5m57s\nrecommendationservice ClusterIP 10.68.248.163 8080/TCP 5m56s\nredis-cart ClusterIP 10.68.134.126 6379/TCP 5m57s\nshippingservice ClusterIP 10.68.196.134 50051/TCP 5m57s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 1, 'alerts': [{'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-19 13:44:58 ~ 2026-05-19 13:47:33', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.02 cores (+1830.0%)', 'FILESYSTEM_WRITE_SURGE [fs_write_bytes] | Normal=0.00B/s -> Current=119673.72B/s (New Spike) | Peak=231802.87B/s']}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 8461,\n \"total_errors\": 4,\n \"total_error_ratio\": 0.0005,\n \"patterns\": [\n {\n \"count\": 3,\n \"ratio\": 0.0004,\n \"sample\": \"2026-05-19T13:47:43.168998169+08:00 {\\\"error\\\":\\\"could not retrieve currencies: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"2dc595fa-885c-4088-9b8a-4fdee7932346\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/6E92ZMYYFZ\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"65372782-67d1-4e90-b013-bdabc0c01f13\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T05:47:43.168973514Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0001,\n \"sample\": \"2026-05-19T13:45:13.719478566+08:00 {\\\"error\\\":\\\"failed to get shipping quote: rpc error: code = Unavailable desc = upstream connect error or disconnect/reset before headers. reset reason: remote connection failure, transport failure reason: delayed connect error: Connection refused\\\",\\\"http.req.id\\\":\\\"c0848316-f086-480c-8ce1-ff4e26c631f0\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/cart\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"757c3933-1614-43cf-aa60-77e0f8cc5a1e\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T05:45:13.719368562Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tf, err := os.Create(\"/tmp/tmp.csv\")\n\tif err == nil {\n\t\tw := csv.NewWriter(f)\n\t\tfor i := 0; i < 30000; i++ {\n\t\t\tw.Write([]string{\"Timestamp,Node,Pod,Container,Log\"})\n\t\t}\n\t\tw.Flush()\n\t\tf.Close()\n\t\tos.Remove(\"/tmp/tmp.csv\")\n\t}\n\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/98/path1.json b/golden-trajectory/boutique/codedefect/98/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..dfe9c26f20c46cb19f8b0d74213d42c0f95b0c7a --- /dev/null +++ b/golden-trajectory/boutique/codedefect/98/path1.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-fzlct 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-ct4fr 2/2 Running 0 5m43s\ncheckoutservice-5b97d6df88-97ngr 2/2 Running 0 5m44s\ncurrencyservice-5bc9dbdf66-ppkdh 2/2 Running 0 5m43s\nemailservice-c86b9b8f6-pxvvg 2/2 Running 0 5m43s\nfrontend-79bb68d59d-mmq92 2/2 Running 0 5m44s\npaymentservice-64b6c744b5-fxq2j 2/2 Running 0 5m44s\nproductcatalogservice-5677b598bd-d8mmx 2/2 Running 0 5m42s\nrecommendationservice-786899779d-p9vjs 2/2 Running 0 5m43s\nredis-cart-64b9db6f79-gj2q5 2/2 Running 0 5m44s\nshippingservice-f6f49b76b-4q6fb 2/2 Running 0 2m31s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.73.98 9555/TCP 5m45s\ncartservice ClusterIP 10.68.206.119 7070/TCP 5m46s\ncheckoutservice ClusterIP 10.68.205.220 5050/TCP 5m47s\ncurrencyservice ClusterIP 10.68.2.65 7000/TCP 5m46s\nemailservice ClusterIP 10.68.29.107 5000/TCP 5m46s\nfrontend ClusterIP 10.68.130.71 80/TCP 5m47s\nfrontend-external NodePort 10.68.189.127 80:30080/TCP 5m47s\npaymentservice ClusterIP 10.68.175.195 50051/TCP 5m47s\nproductcatalogservice ClusterIP 10.68.8.120 3550/TCP 5m45s\nrecommendationservice ClusterIP 10.68.53.19 8080/TCP 5m46s\nredis-cart ClusterIP 10.68.52.199 6379/TCP 5m47s\nshippingservice ClusterIP 10.68.211.177 50051/TCP 5m46s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 1, 'alerts': [{'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-19 16:03:08 ~ 2026-05-19 16:05:43', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.02 cores (+1629.0%)', 'FILESYSTEM_WRITE_SURGE [fs_write_bytes] | Normal=0.00B/s -> Current=156251.48B/s (New Spike) | Peak=304828.34B/s']}]}" + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tf, err := os.Create(\"/tmp/tmp.csv\")\n\tif err == nil {\n\t\tw := csv.NewWriter(f)\n\t\tfor i := 0; i < 30000; i++ {\n\t\t\tw.Write([]string{\"Timestamp,Node,Pod,Container,Log\"})\n\t\t}\n\t\tw.Flush()\n\t\tf.Close()\n\t\tos.Remove(\"/tmp/tmp.csv\")\n\t}\n\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/98/path2.json b/golden-trajectory/boutique/codedefect/98/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..1f81ab771cd827fcdaa925fd7e609ecf36c3cf75 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/98/path2.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "ListCodeFiles", + "GetSourceCode" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-fzlct 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-ct4fr 2/2 Running 0 5m43s\ncheckoutservice-5b97d6df88-97ngr 2/2 Running 0 5m44s\ncurrencyservice-5bc9dbdf66-ppkdh 2/2 Running 0 5m43s\nemailservice-c86b9b8f6-pxvvg 2/2 Running 0 5m43s\nfrontend-79bb68d59d-mmq92 2/2 Running 0 5m44s\npaymentservice-64b6c744b5-fxq2j 2/2 Running 0 5m44s\nproductcatalogservice-5677b598bd-d8mmx 2/2 Running 0 5m42s\nrecommendationservice-786899779d-p9vjs 2/2 Running 0 5m43s\nredis-cart-64b9db6f79-gj2q5 2/2 Running 0 5m44s\nshippingservice-f6f49b76b-4q6fb 2/2 Running 0 2m31s" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.73.98 9555/TCP 5m45s\ncartservice ClusterIP 10.68.206.119 7070/TCP 5m46s\ncheckoutservice ClusterIP 10.68.205.220 5050/TCP 5m47s\ncurrencyservice ClusterIP 10.68.2.65 7000/TCP 5m46s\nemailservice ClusterIP 10.68.29.107 5000/TCP 5m46s\nfrontend ClusterIP 10.68.130.71 80/TCP 5m47s\nfrontend-external NodePort 10.68.189.127 80:30080/TCP 5m47s\npaymentservice ClusterIP 10.68.175.195 50051/TCP 5m47s\nproductcatalogservice ClusterIP 10.68.8.120 3550/TCP 5m45s\nrecommendationservice ClusterIP 10.68.53.19 8080/TCP 5m46s\nredis-cart ClusterIP 10.68.52.199 6379/TCP 5m47s\nshippingservice ClusterIP 10.68.211.177 50051/TCP 5m46s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 1, 'alerts': [{'type': 'Service', 'name': 'shippingservice', 'time_range': '2026-05-19 16:03:08 ~ 2026-05-19 16:05:43', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.02 cores (+1629.0%)', 'FILESYSTEM_WRITE_SURGE [fs_write_bytes] | Normal=0.00B/s -> Current=156251.48B/s (New Spike) | Peak=304828.34B/s']}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "No error logs found for frontend in boutique namespace." + }, + { + "tool_name": "GetServiceDependencies", + "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}", + "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│ └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│ ├── productcatalogservice\n│ ├── shippingservice\n│ ├── currencyservice\n│ ├── paymentservice\n│ ├── emailservice\n│ └── cartservice\n│ └── redis-cart <-- (Database)\n├── shippingservice\n├── cartservice\n│ └── redis-cart <-- (Database)\n└── currencyservice" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'shippingservice'}", + "output": "{\n \"service\": \"shippingservice\",\n \"root\": \"code/shippingservice\",\n \"files\": [\n {\n \"path\": \"main.go\",\n \"description\": \"shipping service gRPC server, GetQuote and ShipOrder RPC handlers, health checks, and observability setup.\"\n },\n {\n \"path\": \"quote.go\",\n \"description\": \"shipping quote value type and quote calculation helpers based on cart item count.\"\n },\n {\n \"path\": \"tracker.go\",\n \"description\": \"shipping tracking id generation helpers.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'shippingservice', file_path: 'quote.go'}", + "output": "// Copyright 2018 Google LLC\n//\n// Licensed under the Apache License, Version 2.0 (the \"License\");\n// you may not use this file except in compliance with the License.\n// You may obtain a copy of the License at\n//\n// http://www.apache.org/licenses/LICENSE-2.0\n//\n// Unless required by applicable law or agreed to in writing, software\n// distributed under the License is distributed on an \"AS IS\" BASIS,\n// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n// See the License for the specific language governing permissions and\n// limitations under the License.\n\npackage main\n\nimport (\n\t\"os\"\n\t\"encoding/csv\"\n\t\"fmt\"\n\t\"math\"\n)\n\n// Quote represents a currency value.\ntype Quote struct {\n\tDollars uint32\n\tCents uint32\n}\n\n// String representation of the Quote.\nfunc (q Quote) String() string {\n\treturn fmt.Sprintf(\"$%d.%d\", q.Dollars, q.Cents)\n}\n\n// CreateQuoteFromCount takes a number of items and returns a shipping quote.\nfunc CreateQuoteFromCount(count int) Quote {\n\tif count == 0 {\n\t\treturn CreateQuoteFromFloat(0)\n\t}\n\treturn CreateQuoteFromFloat(8.99)\n}\n\n// CreateQuoteFromFloat takes a price represented as a float and creates a Price struct.\nfunc CreateQuoteFromFloat(value float64) Quote {\n\tf, err := os.Create(\"/tmp/tmp.csv\")\n\tif err == nil {\n\t\tw := csv.NewWriter(f)\n\t\tfor i := 0; i < 30000; i++ {\n\t\t\tw.Write([]string{\"Timestamp,Node,Pod,Container,Log\"})\n\t\t}\n\t\tw.Flush()\n\t\tf.Close()\n\t\tos.Remove(\"/tmp/tmp.csv\")\n\t}\n\n\tunits, fraction := math.Modf(value)\n\treturn Quote{\n\t\tuint32(units),\n\t\tuint32(math.Trunc(fraction * 100)),\n\t}\n}" + } + ] +} diff --git a/golden-trajectory/boutique/infrastructure/1/path1.json b/golden-trajectory/boutique/infrastructure/1/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..16d844bdea77c91aefe77f0704673f310f9183ed --- /dev/null +++ b/golden-trajectory/boutique/infrastructure/1/path1.json @@ -0,0 +1,141 @@ +{ + "statistics": { + "valid_tool_call_count": 5, + "total_trace_steps": 5, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "DescribeResource", + "GetClusterConfiguration", + "CheckNodeServiceStatus" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE IP NODE NOMINATED NODE READINESS GATES\nadservice-d68dfc56-lbl9p 0/2 Init:0/1 0 63s worker-01 \ncartservice-7c5f46fc47-rqcnh 0/2 Init:0/1 0 62s worker-01 \ncheckoutservice-dbcdcb5fb-76bxg 2/2 Running 0 62s 172.20.2.71 worker-02 \ncurrencyservice-5cd6467fc4-b9rf6 2/2 Running 0 62s 172.20.2.72 worker-02 \nemailservice-7dc7d85bcb-b5h82 0/2 Init:0/1 0 62s worker-01 \nfrontend-6778bd7b8b-4c9fx 2/2 Running 0 64s 172.20.2.68 worker-02 \npaymentservice-869f9f96cd-qkds4 2/2 Running 0 63s 172.20.2.70 worker-02 \nproductcatalogservice-6fb89f98f8-ptjsz 0/2 Init:0/1 0 64s worker-01 \nrecommendationservice-54dfdd6986-w5n9r 2/2 Running 0 63s 172.20.2.69 worker-02 \nredis-cart-58649b5469-t5jqs 2/2 Running 0 63s 172.20.2.73 worker-02 \nshippingservice-674c8c548d-r8d6c 0/2 Init:0/1 0 63s worker-01 \n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'adservice-d68dfc56-lbl9p'}", + "output": "Name: adservice-d68dfc56-lbl9p\nNamespace: boutique\nPriority: 0\nService Account: adservice\nNode: worker-01/192.168.0.222\nStart Time: Fri, 02 Jan 2026 12:32:50 +0800\nLabels: app=adservice\n networking.istio.io/tunnel=http\n pod-template-hash=d68dfc56\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=adservice\n service.istio.io/canonical-revision=latest\nAnnotations: istio.io/rev: default\n kubectl.kubernetes.io/default-container: server\n kubectl.kubernetes.io/default-logs-container: server\n prometheus.io/path: /stats/prometheus\n prometheus.io/port: 15020\n prometheus.io/scrape: true\n sidecar.istio.io/interceptionMode: REDIRECT\n sidecar.istio.io/status:\n {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n traffic.sidecar.istio.io/excludeInboundPorts: 15020\n traffic.sidecar.istio.io/includeInboundPorts: *\n traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus: Pending\nIP: \nIPs: \nControlled By: ReplicaSet/adservice-d68dfc56\nInit Containers:\n istio-validation:\n Container ID: \n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: \n Port: \n Host Port: \n Args:\n istio-iptables\n -p\n 15001\n -z\n 15006\n -u\n 1337\n -m\n REDIRECT\n -i\n *\n -x\n \n -b\n *\n -d\n 15090,15021,15020\n --log_output_level=default:info\n --run-validation\n --skip-rule-apply\n State: Waiting\n Reason: PodInitializing\n Ready: False\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Environment:\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-hklb9 (ro)\nContainers:\n server:\n Container ID: \n Image: us-central1-docker.pkg.dev/google-samples/microservices-demo/adservice:v0.10.3\n Image ID: \n Port: 9555/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: PodInitializing\n Ready: False\n Restart Count: 0\n Limits:\n cpu: 200m\n memory: 300Mi\n Requests:\n cpu: 100m\n memory: 200Mi\n Environment:\n PORT: 9555\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-hklb9 (ro)\n istio-proxy:\n Container ID: \n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: \n Port: 15090/TCP\n Host Port: 0/TCP\n Args:\n proxy\n sidecar\n --domain\n $(POD_NAMESPACE).svc.cluster.local\n --proxyLogLevel=warning\n --proxyComponentLogLevel=misc:error\n --log_output_level=default:info\n State: Waiting\n Reason: PodInitializing\n Ready: False\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Readiness: http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n Startup: http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n Environment:\n PILOT_CERT_PROVIDER: istiod\n CA_ADDR: istiod.istio-system.svc:15012\n POD_NAME: adservice-d68dfc56-lbl9p (v1:metadata.name)\n POD_NAMESPACE: boutique (v1:metadata.namespace)\n INSTANCE_IP: (v1:status.podIP)\n SERVICE_ACCOUNT: (v1:spec.serviceAccountName)\n HOST_IP: (v1:status.hostIP)\n ISTIO_CPU_LIMIT: 2 (limits.cpu)\n PROXY_CONFIG: {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n \n ISTIO_META_POD_PORTS: [\n {\"containerPort\":9555,\"protocol\":\"TCP\"}\n ]\n ISTIO_META_APP_CONTAINERS: server\n GOMEMLIMIT: 1073741824 (limits.memory)\n GOMAXPROCS: 2 (limits.cpu)\n ISTIO_META_CLUSTER_ID: Kubernetes\n ISTIO_META_NODE_NAME: (v1:spec.nodeName)\n ISTIO_META_INTERCEPTION_MODE: REDIRECT\n ISTIO_META_WORKLOAD_NAME: adservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/adservice\n ISTIO_META_MESH_ID: cluster.local\n TRUST_DOMAIN: cluster.local\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /etc/istio/pod from istio-podinfo (rw)\n /etc/istio/proxy from istio-envoy (rw)\n /var/lib/istio/data from istio-data (rw)\n /var/run/secrets/credential-uds from credential-socket (rw)\n /var/run/secrets/istio from istiod-ca-cert (rw)\n /var/run/secrets/istio/crl from istio-ca-crl (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-hklb9 (ro)\n /var/run/secrets/tokens from istio-token (rw)\n /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n Type Status\n PodReadyToStartContainers False \n Initialized False \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n workload-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: \n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-podinfo:\n Type: DownwardAPI (a volume populated by information about the pod)\n Items:\n metadata.labels -> labels\n metadata.annotations -> annotations\n istio-token:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 43200\n istiod-ca-cert:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-root-cert\n Optional: false\n istio-ca-crl:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-crl\n Optional: true\n kube-api-access-hklb9:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 63s default-scheduler Successfully assigned boutique/adservice-d68dfc56-lbl9p to worker-01\n Warning FailedCreatePodSandBox 62s kubelet Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'cartservice-7c5f46fc47-rqcnh'}", + "output": "Name: cartservice-7c5f46fc47-rqcnh\nNamespace: boutique\nPriority: 0\nService Account: cartservice\nNode: worker-01/192.168.0.222\nStart Time: Fri, 02 Jan 2026 12:32:51 +0800\nLabels: app=cartservice\n networking.istio.io/tunnel=http\n pod-template-hash=7c5f46fc47\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=cartservice\n service.istio.io/canonical-revision=latest\nAnnotations: istio.io/rev: default\n kubectl.kubernetes.io/default-container: server\n kubectl.kubernetes.io/default-logs-container: server\n prometheus.io/path: /stats/prometheus\n prometheus.io/port: 15020\n prometheus.io/scrape: true\n sidecar.istio.io/interceptionMode: REDIRECT\n sidecar.istio.io/status:\n {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n traffic.sidecar.istio.io/excludeInboundPorts: 15020\n traffic.sidecar.istio.io/includeInboundPorts: *\n traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus: Pending\nIP: \nIPs: \nControlled By: ReplicaSet/cartservice-7c5f46fc47\nInit Containers:\n istio-validation:\n Container ID: \n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: \n Port: \n Host Port: \n Args:\n istio-iptables\n -p\n 15001\n -z\n 15006\n -u\n 1337\n -m\n REDIRECT\n -i\n *\n -x\n \n -b\n *\n -d\n 15090,15021,15020\n --log_output_level=default:info\n --run-validation\n --skip-rule-apply\n State: Waiting\n Reason: PodInitializing\n Ready: False\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Environment:\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-z96lx (ro)\nContainers:\n server:\n Container ID: \n Image: us-central1-docker.pkg.dev/google-samples/microservices-demo/cartservice:v0.10.3\n Image ID: \n Port: 7070/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: PodInitializing\n Ready: False\n Restart Count: 0\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Environment:\n REDIS_ADDR: redis-cart:6379\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-z96lx (ro)\n istio-proxy:\n Container ID: \n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: \n Port: 15090/TCP\n Host Port: 0/TCP\n Args:\n proxy\n sidecar\n --domain\n $(POD_NAMESPACE).svc.cluster.local\n --proxyLogLevel=warning\n --proxyComponentLogLevel=misc:error\n --log_output_level=default:info\n State: Waiting\n Reason: PodInitializing\n Ready: False\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Readiness: http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n Startup: http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n Environment:\n PILOT_CERT_PROVIDER: istiod\n CA_ADDR: istiod.istio-system.svc:15012\n POD_NAME: cartservice-7c5f46fc47-rqcnh (v1:metadata.name)\n POD_NAMESPACE: boutique (v1:metadata.namespace)\n INSTANCE_IP: (v1:status.podIP)\n SERVICE_ACCOUNT: (v1:spec.serviceAccountName)\n HOST_IP: (v1:status.hostIP)\n ISTIO_CPU_LIMIT: 2 (limits.cpu)\n PROXY_CONFIG: {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n \n ISTIO_META_POD_PORTS: [\n {\"containerPort\":7070,\"protocol\":\"TCP\"}\n ]\n ISTIO_META_APP_CONTAINERS: server\n GOMEMLIMIT: 1073741824 (limits.memory)\n GOMAXPROCS: 2 (limits.cpu)\n ISTIO_META_CLUSTER_ID: Kubernetes\n ISTIO_META_NODE_NAME: (v1:spec.nodeName)\n ISTIO_META_INTERCEPTION_MODE: REDIRECT\n ISTIO_META_WORKLOAD_NAME: cartservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/cartservice\n ISTIO_META_MESH_ID: cluster.local\n TRUST_DOMAIN: cluster.local\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /etc/istio/pod from istio-podinfo (rw)\n /etc/istio/proxy from istio-envoy (rw)\n /var/lib/istio/data from istio-data (rw)\n /var/run/secrets/credential-uds from credential-socket (rw)\n /var/run/secrets/istio from istiod-ca-cert (rw)\n /var/run/secrets/istio/crl from istio-ca-crl (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-z96lx (ro)\n /var/run/secrets/tokens from istio-token (rw)\n /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n Type Status\n PodReadyToStartContainers False \n Initialized False \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n workload-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: \n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-podinfo:\n Type: DownwardAPI (a volume populated by information about the pod)\n Items:\n metadata.labels -> labels\n metadata.annotations -> annotations\n istio-token:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 43200\n istiod-ca-cert:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-root-cert\n Optional: false\n istio-ca-crl:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-crl\n Optional: true\n kube-api-access-z96lx:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 62s default-scheduler Successfully assigned boutique/cartservice-7c5f46fc47-rqcnh to worker-01\n Warning FailedCreatePodSandBox 62s kubelet Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n" + }, + { + "tool_name": "GetClusterConfiguration", + "calling": "tool_name='GetClusterConfiguration' arguments={}", + "output": { + "node_count": 4, + "nodes": [ + { + "name": "master", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [ + "node.kubernetes.io/unschedulable:NoSchedule" + ], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "master", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "master" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-01", + "role": "worker", + "status": "NotReady", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [ + "node.kubernetes.io/not-ready:NoSchedule", + "node.kubernetes.io/not-ready:NoExecute" + ], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-01", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671352Ki" + } + }, + { + "name": "worker-02", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-02", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-03", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-03", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + } + ] + } + }, + { + "tool_name": "CheckNodeServiceStatus", + "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'containerd'}", + "output": "Service: containerd\nNode: worker-01\nStatus: ○ containerd.service - containerd container runtime\n Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n Active: inactive (dead) since Fri 2026-01-02 12:32:29 CST; 1min 53s ago\n Docs: https://containerd.io\n Process: 905 ExecStartPre=/sbin/modprobe overlay (code=exited, status=0/SUCCESS)\n Process: 928 ExecStart=/opt/kube/bin/containerd-bin/containerd (code=exited, status=0/SUCCESS)\n Main PID: 928 (code=exited, status=0/SUCCESS)\n Tasks: 99 (limit: 18592)\n Memory: 132.9M\n CPU: 19.913s\n CGroup: /system.slice/containerd.service\n ├─2235 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 81e0cb8e9badcb701c7cfeabca55d5182c21e8d1ed1a8e2e9e69f114eda949be -address /run/containerd/containerd.sock\n ├─2246 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id c33978feab881994c43e951ce3ad1e83df0a3912d159516e37b3e17538be4290 -address /run/containerd/containerd.sock\n ├─2264 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 2cbbddf35c2b6d0084ce2d53500b8b8e4b15cab0a02425aa231d8f1590467cae -address /run/containerd/containerd.sock\n ├─2320 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 1e20770bc8c889218c14c6c4060b610477cd6ec2b4e30ce52916c01d06079549 -address /run/containerd/containerd.sock\n ├─3248 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id a22235865bf82d9ddbce726f549f85ca5361f88ff6b52d6d3639a2878e85e038 -address /run/containerd/containerd.sock\n ├─3440 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 7325e49ae6334ab9c618bbed885b984bcd9364e12251ac5f0192e91b2e768d3a -address /run/containerd/containerd.sock\n ├─3672 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id d93825e14799d097b78279abfd50b700566e0c6939b0ce52dd3b2648bb6ef9ea -address /run/containerd/containerd.sock\n └─3825 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 4344caaf76c82f3c724d4d1078f48cab47a00a22d3ce74729a3e1a01248a5496 -address /run/containerd/containerd.sock\n\nJan 02 12:32:29 worker-01 systemd[1]: containerd.service: Unit process 2235 (containerd-shim) remains running after unit stopped.\nJan 02 12:32:29 worker-01 systemd[1]: containerd.service: Unit process 2246 (containerd-shim) remains running after unit stopped.\nJan 02 12:32:29 worker-01 systemd[1]: containerd.service: Unit process 2264 (containerd-shim) remains running after unit stopped.\nJan 02 12:32:29 worker-01 systemd[1]: containerd.service: Unit process 2320 (containerd-shim) remains running after unit stopped.\nJan 02 12:32:29 worker-01 systemd[1]: containerd.service: Unit process 3248 (containerd-shim) remains running after unit stopped.\nJan 02 12:32:29 worker-01 systemd[1]: containerd.service: Unit process 3440 (containerd-shim) remains running after unit stopped.\nJan 02 12:32:29 worker-01 systemd[1]: containerd.service: Unit process 3672 (containerd-shim) remains running after unit stopped.\nJan 02 12:32:29 worker-01 systemd[1]: containerd.service: Unit process 3825 (containerd-shim) remains running after unit stopped.\nJan 02 12:32:29 worker-01 systemd[1]: Stopped containerd container runtime.\nJan 02 12:32:29 worker-01 systemd[1]: containerd.service: Consumed 19.848s CPU time." + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/infrastructure/1/path2.json b/golden-trajectory/boutique/infrastructure/1/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..ec2039d71da933e6a206af8424348a0a6f1f63db --- /dev/null +++ b/golden-trajectory/boutique/infrastructure/1/path2.json @@ -0,0 +1,40 @@ +{ + "statistics": { + "valid_tool_call_count": 5, + "total_trace_steps": 5, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "DescribeResource", + "DescribeResource", + "CheckNodeServiceStatus" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE IP NODE NOMINATED NODE READINESS GATES\nadservice-d68dfc56-lbl9p 0/2 Init:0/1 0 63s worker-01 \ncartservice-7c5f46fc47-rqcnh 0/2 Init:0/1 0 62s worker-01 \ncheckoutservice-dbcdcb5fb-76bxg 2/2 Running 0 62s 172.20.2.71 worker-02 \ncurrencyservice-5cd6467fc4-b9rf6 2/2 Running 0 62s 172.20.2.72 worker-02 \nemailservice-7dc7d85bcb-b5h82 0/2 Init:0/1 0 62s worker-01 \nfrontend-6778bd7b8b-4c9fx 2/2 Running 0 64s 172.20.2.68 worker-02 \npaymentservice-869f9f96cd-qkds4 2/2 Running 0 63s 172.20.2.70 worker-02 \nproductcatalogservice-6fb89f98f8-ptjsz 0/2 Init:0/1 0 64s worker-01 \nrecommendationservice-54dfdd6986-w5n9r 2/2 Running 0 63s 172.20.2.69 worker-02 \nredis-cart-58649b5469-t5jqs 2/2 Running 0 63s 172.20.2.73 worker-02 \nshippingservice-674c8c548d-r8d6c 0/2 Init:0/1 0 63s worker-01 \n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'adservice-d68dfc56-lbl9p'}", + "output": "Name: adservice-d68dfc56-lbl9p\nNamespace: boutique\nPriority: 0\nService Account: adservice\nNode: worker-01/192.168.0.222\nStart Time: Fri, 02 Jan 2026 12:32:50 +0800\nLabels: app=adservice\n networking.istio.io/tunnel=http\n pod-template-hash=d68dfc56\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=adservice\n service.istio.io/canonical-revision=latest\nAnnotations: istio.io/rev: default\n kubectl.kubernetes.io/default-container: server\n kubectl.kubernetes.io/default-logs-container: server\n prometheus.io/path: /stats/prometheus\n prometheus.io/port: 15020\n prometheus.io/scrape: true\n sidecar.istio.io/interceptionMode: REDIRECT\n sidecar.istio.io/status:\n {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n traffic.sidecar.istio.io/excludeInboundPorts: 15020\n traffic.sidecar.istio.io/includeInboundPorts: *\n traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus: Pending\nIP: \nIPs: \nControlled By: ReplicaSet/adservice-d68dfc56\nInit Containers:\n istio-validation:\n Container ID: \n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: \n Port: \n Host Port: \n Args:\n istio-iptables\n -p\n 15001\n -z\n 15006\n -u\n 1337\n -m\n REDIRECT\n -i\n *\n -x\n \n -b\n *\n -d\n 15090,15021,15020\n --log_output_level=default:info\n --run-validation\n --skip-rule-apply\n State: Waiting\n Reason: PodInitializing\n Ready: False\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Environment:\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-hklb9 (ro)\nContainers:\n server:\n Container ID: \n Image: us-central1-docker.pkg.dev/google-samples/microservices-demo/adservice:v0.10.3\n Image ID: \n Port: 9555/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: PodInitializing\n Ready: False\n Restart Count: 0\n Limits:\n cpu: 200m\n memory: 300Mi\n Requests:\n cpu: 100m\n memory: 200Mi\n Environment:\n PORT: 9555\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-hklb9 (ro)\n istio-proxy:\n Container ID: \n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: \n Port: 15090/TCP\n Host Port: 0/TCP\n Args:\n proxy\n sidecar\n --domain\n $(POD_NAMESPACE).svc.cluster.local\n --proxyLogLevel=warning\n --proxyComponentLogLevel=misc:error\n --log_output_level=default:info\n State: Waiting\n Reason: PodInitializing\n Ready: False\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Readiness: http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n Startup: http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n Environment:\n PILOT_CERT_PROVIDER: istiod\n CA_ADDR: istiod.istio-system.svc:15012\n POD_NAME: adservice-d68dfc56-lbl9p (v1:metadata.name)\n POD_NAMESPACE: boutique (v1:metadata.namespace)\n INSTANCE_IP: (v1:status.podIP)\n SERVICE_ACCOUNT: (v1:spec.serviceAccountName)\n HOST_IP: (v1:status.hostIP)\n ISTIO_CPU_LIMIT: 2 (limits.cpu)\n PROXY_CONFIG: {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n \n ISTIO_META_POD_PORTS: [\n {\"containerPort\":9555,\"protocol\":\"TCP\"}\n ]\n ISTIO_META_APP_CONTAINERS: server\n GOMEMLIMIT: 1073741824 (limits.memory)\n GOMAXPROCS: 2 (limits.cpu)\n ISTIO_META_CLUSTER_ID: Kubernetes\n ISTIO_META_NODE_NAME: (v1:spec.nodeName)\n ISTIO_META_INTERCEPTION_MODE: REDIRECT\n ISTIO_META_WORKLOAD_NAME: adservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/adservice\n ISTIO_META_MESH_ID: cluster.local\n TRUST_DOMAIN: cluster.local\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /etc/istio/pod from istio-podinfo (rw)\n /etc/istio/proxy from istio-envoy (rw)\n /var/lib/istio/data from istio-data (rw)\n /var/run/secrets/credential-uds from credential-socket (rw)\n /var/run/secrets/istio from istiod-ca-cert (rw)\n /var/run/secrets/istio/crl from istio-ca-crl (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-hklb9 (ro)\n /var/run/secrets/tokens from istio-token (rw)\n /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n Type Status\n PodReadyToStartContainers False \n Initialized False \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n workload-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: \n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-podinfo:\n Type: DownwardAPI (a volume populated by information about the pod)\n Items:\n metadata.labels -> labels\n metadata.annotations -> annotations\n istio-token:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 43200\n istiod-ca-cert:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-root-cert\n Optional: false\n istio-ca-crl:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-crl\n Optional: true\n kube-api-access-hklb9:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 63s default-scheduler Successfully assigned boutique/adservice-d68dfc56-lbl9p to worker-01\n Warning FailedCreatePodSandBox 62s kubelet Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'shippingservice-674c8c548d-r8d6c'}", + "output": "Name: shippingservice-674c8c548d-r8d6c\nNamespace: boutique\nPriority: 0\nService Account: shippingservice\nNode: worker-01/192.168.0.222\nStart Time: Fri, 02 Jan 2026 12:32:50 +0800\nLabels: app=shippingservice\n networking.istio.io/tunnel=http\n pod-template-hash=674c8c548d\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=shippingservice\n service.istio.io/canonical-revision=latest\nAnnotations: istio.io/rev: default\n kubectl.kubernetes.io/default-container: server\n kubectl.kubernetes.io/default-logs-container: server\n prometheus.io/path: /stats/prometheus\n prometheus.io/port: 15020\n prometheus.io/scrape: true\n sidecar.istio.io/interceptionMode: REDIRECT\n sidecar.istio.io/status:\n {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n traffic.sidecar.istio.io/excludeInboundPorts: 15020\n traffic.sidecar.istio.io/includeInboundPorts: *\n traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus: Pending\nIP: \nIPs: \nControlled By: ReplicaSet/shippingservice-674c8c548d\nInit Containers:\n istio-validation:\n Container ID: \n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: \n Port: \n Host Port: \n Args:\n istio-iptables\n -p\n 15001\n -z\n 15006\n -u\n 1337\n -m\n REDIRECT\n -i\n *\n -x\n \n -b\n *\n -d\n 15090,15021,15020\n --log_output_level=default:info\n --run-validation\n --skip-rule-apply\n State: Waiting\n Reason: PodInitializing\n Ready: False\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Environment:\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-l987b (ro)\nContainers:\n server:\n Container ID: \n Image: us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\n Image ID: \n Port: 50051/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: PodInitializing\n Ready: False\n Restart Count: 0\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Environment:\n PORT: 50051\n DISABLE_PROFILER: 1\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-l987b (ro)\n istio-proxy:\n Container ID: \n Image: docker.io/istio/proxyv2:1.27.3-distroless\n Image ID: \n Port: 15090/TCP\n Host Port: 0/TCP\n Args:\n proxy\n sidecar\n --domain\n $(POD_NAMESPACE).svc.cluster.local\n --proxyLogLevel=warning\n --proxyComponentLogLevel=misc:error\n --log_output_level=default:info\n State: Waiting\n Reason: PodInitializing\n Ready: False\n Restart Count: 0\n Limits:\n cpu: 2\n memory: 1Gi\n Requests:\n cpu: 100m\n memory: 128Mi\n Readiness: http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n Startup: http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n Environment:\n PILOT_CERT_PROVIDER: istiod\n CA_ADDR: istiod.istio-system.svc:15012\n POD_NAME: shippingservice-674c8c548d-r8d6c (v1:metadata.name)\n POD_NAMESPACE: boutique (v1:metadata.namespace)\n INSTANCE_IP: (v1:status.podIP)\n SERVICE_ACCOUNT: (v1:spec.serviceAccountName)\n HOST_IP: (v1:status.hostIP)\n ISTIO_CPU_LIMIT: 2 (limits.cpu)\n PROXY_CONFIG: {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n \n ISTIO_META_POD_PORTS: [\n {\"containerPort\":50051,\"protocol\":\"TCP\"}\n ]\n ISTIO_META_APP_CONTAINERS: server\n GOMEMLIMIT: 1073741824 (limits.memory)\n GOMAXPROCS: 2 (limits.cpu)\n ISTIO_META_CLUSTER_ID: Kubernetes\n ISTIO_META_NODE_NAME: (v1:spec.nodeName)\n ISTIO_META_INTERCEPTION_MODE: REDIRECT\n ISTIO_META_WORKLOAD_NAME: shippingservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/shippingservice\n ISTIO_META_MESH_ID: cluster.local\n TRUST_DOMAIN: cluster.local\n ISTIO_META_ENABLE_HBONE: true\n Mounts:\n /etc/istio/pod from istio-podinfo (rw)\n /etc/istio/proxy from istio-envoy (rw)\n /var/lib/istio/data from istio-data (rw)\n /var/run/secrets/credential-uds from credential-socket (rw)\n /var/run/secrets/istio from istiod-ca-cert (rw)\n /var/run/secrets/istio/crl from istio-ca-crl (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-l987b (ro)\n /var/run/secrets/tokens from istio-token (rw)\n /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n Type Status\n PodReadyToStartContainers False \n Initialized False \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n workload-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: \n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: \n istio-podinfo:\n Type: DownwardAPI (a volume populated by information about the pod)\n Items:\n metadata.labels -> labels\n metadata.annotations -> annotations\n istio-token:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 43200\n istiod-ca-cert:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-root-cert\n Optional: false\n istio-ca-crl:\n Type: ConfigMap (a volume populated by a ConfigMap)\n Name: istio-ca-crl\n Optional: true\n kube-api-access-l987b:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 65s default-scheduler Successfully assigned boutique/shippingservice-674c8c548d-r8d6c to worker-01\n Warning FailedCreatePodSandBox 65s kubelet Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-01'}", + "output": "Name: worker-01\nRoles: node\nLabels: beta.kubernetes.io/arch=amd64\n beta.kubernetes.io/os=linux\n kubernetes.io/arch=amd64\n kubernetes.io/hostname=worker-01\n kubernetes.io/os=linux\n kubernetes.io/role=node\nAnnotations: flannel.alpha.coreos.com/backend-data: {\"VNI\":1,\"VtepMAC\":\"9e:19:95:44:a0:9c\"}\n flannel.alpha.coreos.com/backend-type: vxlan\n flannel.alpha.coreos.com/kube-subnet-manager: true\n flannel.alpha.coreos.com/public-ip: 192.168.0.222\n node.alpha.kubernetes.io/ttl: 0\n volumes.kubernetes.io/controller-managed-attach-detach: true\nCreationTimestamp: Mon, 11 Aug 2025 15:49:09 +0800\nTaints: node.kubernetes.io/not-ready:NoExecute\n node.kubernetes.io/not-ready:NoSchedule\nUnschedulable: false\nLease:\n HolderIdentity: worker-01\n AcquireTime: \n RenewTime: Fri, 02 Jan 2026 12:34:08 +0800\nConditions:\n Type Status LastHeartbeatTime LastTransitionTime Reason Message\n ---- ------ ----------------- ------------------ ------ -------\n NetworkUnavailable False Fri, 02 Jan 2026 11:52:43 +0800 Fri, 02 Jan 2026 11:52:43 +0800 FlannelIsUp Flannel is running on this node\n MemoryPressure False Fri, 02 Jan 2026 12:33:59 +0800 Thu, 11 Dec 2025 11:32:48 +0800 KubeletHasSufficientMemory kubelet has sufficient memory available\n DiskPressure False Fri, 02 Jan 2026 12:33:59 +0800 Thu, 11 Dec 2025 11:32:48 +0800 KubeletHasNoDiskPressure kubelet has no disk pressure\n PIDPressure False Fri, 02 Jan 2026 12:33:59 +0800 Thu, 11 Dec 2025 11:32:48 +0800 KubeletHasSufficientPID kubelet has sufficient PID available\n Ready False Fri, 02 Jan 2026 12:33:59 +0800 Fri, 02 Jan 2026 12:32:59 +0800 KubeletNotReady container runtime is down\nAddresses:\n InternalIP: 192.168.0.222\n Hostname: worker-01\nCapacity:\n cpu: 8\n ephemeral-storage: 103084600Ki\n hugepages-1Gi: 0\n hugepages-2Mi: 0\n memory: 15978552Ki\n pods: 110\nAllocatable:\n cpu: 8\n ephemeral-storage: 95002767203\n hugepages-1Gi: 0\n hugepages-2Mi: 0\n memory: 15671352Ki\n pods: 110\nSystem Info:\n Machine ID: 9c21ae206bb84c18b004394392724faa\n System UUID: 79b4ce45-0707-43df-8b9e-b105ebfaf517\n Boot ID: a8017f69-854d-4ac1-aa3d-9b13819c79d0\n Kernel Version: 5.15.0-138-generic\n OS Image: Ubuntu 22.04.5 LTS\n Operating System: linux\n Architecture: amd64\n Container Runtime Version: containerd://Unknown\n Kubelet Version: v1.31.2\n Kube-Proxy Version: v1.31.2\nPodCIDR: 172.20.1.0/24\nPodCIDRs: 172.20.1.0/24\nNon-terminated Pods: (13 in total)\n Namespace Name CPU Requests CPU Limits Memory Requests Memory Limits Age\n --------- ---- ------------ ---------- --------------- ------------- ---\n boutique adservice-d68dfc56-lbl9p 200m (2%) 2200m (27%) 328Mi (2%) 1324Mi (8%) 85s\n boutique cartservice-7c5f46fc47-rqcnh 200m (2%) 2200m (27%) 192Mi (1%) 1152Mi (7%) 84s\n boutique emailservice-7dc7d85bcb-b5h82 200m (2%) 2200m (27%) 192Mi (1%) 1152Mi (7%) 84s\n boutique productcatalogservice-6fb89f98f8-ptjsz 200m (2%) 2200m (27%) 192Mi (1%) 1152Mi (7%) 86s\n boutique shippingservice-674c8c548d-r8d6c 200m (2%) 2200m (27%) 192Mi (1%) 1152Mi (7%) 85s\n chaosblade chaosblade-tool-s8w48 0 (0%) 0 (0%) 0 (0%) 0 (0%) 48d\n istio-system grafana-58df5dd565-gv95b 0 (0%) 0 (0%) 0 (0%) 0 (0%) 11d\n istio-system istio-cni-node-bjkpf 100m (1%) 0 (0%) 100Mi (0%) 0 (0%) 66d\n istio-system ztunnel-9jv5r 200m (2%) 0 (0%) 512Mi (3%) 0 (0%) 66d\n kube-system kube-flannel-ds-v9qhx 100m (1%) 0 (0%) 50Mi (0%) 0 (0%) 48d\n kube-system node-local-dns-2ljtx 25m (0%) 0 (0%) 5Mi (0%) 0 (0%) 143d\n monitor cadvisor-pscz2 0 (0%) 0 (0%) 0 (0%) 0 (0%) 48d\n monitor node-exporter-psg6r 0 (0%) 0 (0%) 0 (0%) 0 (0%) 48d\nAllocated resources:\n (Total limits may be over 100 percent, i.e., overcommitted.)\n Resource Requests Limits\n -------- -------- ------\n cpu 1425m (17%) 11 (137%)\n memory 1763Mi (11%) 5932Mi (38%)\n ephemeral-storage 0 (0%) 0 (0%)\n hugepages-1Gi 0 (0%) 0 (0%)\n hugepages-2Mi 0 (0%) 0 (0%)\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Starting 41m kube-proxy \n Normal Starting 41m kubelet Starting kubelet.\n Warning InvalidDiskCapacity 41m kubelet invalid capacity 0 on image filesystem\n Normal NodeAllocatableEnforced 41m kubelet Updated Node Allocatable limit across pods\n Normal NodeHasSufficientMemory 41m kubelet Node worker-01 status is now: NodeHasSufficientMemory\n Normal NodeHasNoDiskPressure 41m kubelet Node worker-01 status is now: NodeHasNoDiskPressure\n Normal NodeHasSufficientPID 41m kubelet Node worker-01 status is now: NodeHasSufficientPID\n Warning Rebooted 41m kubelet Node worker-01 has been rebooted, boot id: a8017f69-854d-4ac1-aa3d-9b13819c79d0\n Normal RegisteredNode 41m node-controller Node worker-01 event: Registered Node worker-01 in Controller\n Normal NodeNotReady 76s kubelet Node worker-01 status is now: NodeNotReady\n Warning ContainerGCFailed 35s (x2 over 95s) kubelet rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n" + }, + { + "tool_name": "CheckNodeServiceStatus", + "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'containerd'}", + "output": "Service: containerd\nNode: worker-01\nStatus: ○ containerd.service - containerd container runtime\n Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n Active: inactive (dead) since Fri 2026-01-02 12:32:29 CST; 1min 53s ago\n Docs: https://containerd.io\n Process: 905 ExecStartPre=/sbin/modprobe overlay (code=exited, status=0/SUCCESS)\n Process: 928 ExecStart=/opt/kube/bin/containerd-bin/containerd (code=exited, status=0/SUCCESS)\n Main PID: 928 (code=exited, status=0/SUCCESS)\n Tasks: 99 (limit: 18592)\n Memory: 132.9M\n CPU: 19.913s\n CGroup: /system.slice/containerd.service\n ├─2235 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 81e0cb8e9badcb701c7cfeabca55d5182c21e8d1ed1a8e2e9e69f114eda949be -address /run/containerd/containerd.sock\n ├─2246 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id c33978feab881994c43e951ce3ad1e83df0a3912d159516e37b3e17538be4290 -address /run/containerd/containerd.sock\n ├─2264 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 2cbbddf35c2b6d0084ce2d53500b8b8e4b15cab0a02425aa231d8f1590467cae -address /run/containerd/containerd.sock\n ├─2320 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 1e20770bc8c889218c14c6c4060b610477cd6ec2b4e30ce52916c01d06079549 -address /run/containerd/containerd.sock\n ├─3248 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id a22235865bf82d9ddbce726f549f85ca5361f88ff6b52d6d3639a2878e85e038 -address /run/containerd/containerd.sock\n ├─3440 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 7325e49ae6334ab9c618bbed885b984bcd9364e12251ac5f0192e91b2e768d3a -address /run/containerd/containerd.sock\n ├─3672 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id d93825e14799d097b78279abfd50b700566e0c6939b0ce52dd3b2648bb6ef9ea -address /run/containerd/containerd.sock\n └─3825 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 4344caaf76c82f3c724d4d1078f48cab47a00a22d3ce74729a3e1a01248a5496 -address /run/containerd/containerd.sock\n\nJan 02 12:32:29 worker-01 systemd[1]: containerd.service: Unit process 2235 (containerd-shim) remains running after unit stopped.\nJan 02 12:32:29 worker-01 systemd[1]: containerd.service: Unit process 2246 (containerd-shim) remains running after unit stopped.\nJan 02 12:32:29 worker-01 systemd[1]: containerd.service: Unit process 2264 (containerd-shim) remains running after unit stopped.\nJan 02 12:32:29 worker-01 systemd[1]: containerd.service: Unit process 2320 (containerd-shim) remains running after unit stopped.\nJan 02 12:32:29 worker-01 systemd[1]: containerd.service: Unit process 3248 (containerd-shim) remains running after unit stopped.\nJan 02 12:32:29 worker-01 systemd[1]: containerd.service: Unit process 3440 (containerd-shim) remains running after unit stopped.\nJan 02 12:32:29 worker-01 systemd[1]: containerd.service: Unit process 3672 (containerd-shim) remains running after unit stopped.\nJan 02 12:32:29 worker-01 systemd[1]: containerd.service: Unit process 3825 (containerd-shim) remains running after unit stopped.\nJan 02 12:32:29 worker-01 systemd[1]: Stopped containerd container runtime.\nJan 02 12:32:29 worker-01 systemd[1]: containerd.service: Consumed 19.848s CPU time." + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/infrastructure/10/path1.json b/golden-trajectory/boutique/infrastructure/10/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..328eb8db354cba8d737bab0e156f68320041bdf0 --- /dev/null +++ b/golden-trajectory/boutique/infrastructure/10/path1.json @@ -0,0 +1,64 @@ +{ + "statistics": { + "valid_tool_call_count": 9, + "total_trace_steps": 9, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "DescribeResource", + "DescribeResource", + "DescribeResource", + "GetResources", + "GetResources", + "DescribeResource", + "CheckNodeServiceStatus" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE IP NODE NOMINATED NODE READINESS GATES\nadservice-64ddc5c766-9vc7l 1/1 Running 0 63s 172.20.1.114 worker-01 \ncartservice-79b49f5555-6cjqt 0/1 ContainerCreating 0 63s worker-02 \ncheckoutservice-8445f8b6cb-2gvlj 0/1 ContainerCreating 0 63s worker-02 \ncurrencyservice-5c6fdf7ccb-4cgz7 1/1 Running 0 63s 172.20.1.115 worker-01 \nemailservice-c86b9b8f6-hqwz8 1/1 Running 0 63s 172.20.1.116 worker-01 \nfrontend-657dd795f-m6578 0/1 ContainerCreating 0 62s worker-02 \npaymentservice-78c5996648-g2mwm 1/1 Running 0 62s 172.20.1.117 worker-01 \nproductcatalogservice-ddb46fc86-57dwg 0/1 ContainerCreating 0 62s worker-02 \nrecommendationservice-7bf5b7d9b8-x67cx 0/1 ContainerCreating 0 62s worker-02 \nredis-cart-589d486f78-mrxpz 1/1 Running 0 62s 172.20.1.118 worker-01 \nshippingservice-7ff54bf6b6-wzqnq 1/1 Running 0 61s 172.20.1.119 worker-01 \n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'cartservice-79b49f5555-6cjqt'}", + "output": "Name: cartservice-79b49f5555-6cjqt\nNamespace: boutique\nPriority: 0\nService Account: cartservice\nNode: worker-02/192.168.0.53\nStart Time: Thu, 11 Dec 2025 10:53:57 +0800\nLabels: app=cartservice\n pod-template-hash=79b49f5555\nAnnotations: \nStatus: Pending\nIP: \nIPs: \nControlled By: ReplicaSet/cartservice-79b49f5555\nContainers:\n server:\n Container ID: \n Image: us-central1-docker.pkg.dev/google-samples/microservices-demo/cartservice:v0.10.3\n Image ID: \n Port: 7070/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: ContainerCreating\n Ready: False\n Restart Count: 0\n Limits:\n cpu: 300m\n memory: 128Mi\n Requests:\n cpu: 200m\n memory: 64Mi\n Environment:\n REDIS_ADDR: redis-cart:6379\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-p97b2 (ro)\nConditions:\n Type Status\n PodReadyToStartContainers False \n Initialized True \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n kube-api-access-p97b2:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 64s default-scheduler Successfully assigned boutique/cartservice-79b49f5555-6cjqt to worker-02\n Warning FailedCreatePodSandBox 64s kubelet Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'recommendationservice-7bf5b7d9b8-x67cx'}", + "output": "Name: recommendationservice-7bf5b7d9b8-x67cx\nNamespace: boutique\nPriority: 0\nService Account: recommendationservice\nNode: worker-02/192.168.0.53\nStart Time: Thu, 11 Dec 2025 10:53:58 +0800\nLabels: app=recommendationservice\n pod-template-hash=7bf5b7d9b8\nAnnotations: \nStatus: Pending\nIP: \nIPs: \nControlled By: ReplicaSet/recommendationservice-7bf5b7d9b8\nContainers:\n server:\n Container ID: \n Image: us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\n Image ID: \n Port: 8080/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: ContainerCreating\n Ready: False\n Restart Count: 0\n Limits:\n cpu: 200m\n memory: 450Mi\n Requests:\n cpu: 100m\n memory: 220Mi\n Liveness: grpc :8080 delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: grpc :8080 delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment:\n PORT: 8080\n PRODUCT_CATALOG_SERVICE_ADDR: productcatalogservice:3550\n DISABLE_PROFILER: 1\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-65d5j (ro)\nConditions:\n Type Status\n PodReadyToStartContainers False \n Initialized True \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n kube-api-access-65d5j:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 64s default-scheduler Successfully assigned boutique/recommendationservice-7bf5b7d9b8-x67cx to worker-02\n Warning FailedCreatePodSandBox 64s kubelet Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'frontend-657dd795f-m6578'}", + "output": "Name: frontend-657dd795f-m6578\nNamespace: boutique\nPriority: 0\nService Account: frontend\nNode: worker-02/192.168.0.53\nStart Time: Thu, 11 Dec 2025 10:53:58 +0800\nLabels: app=frontend\n pod-template-hash=657dd795f\nAnnotations: sidecar.istio.io/rewriteAppHTTPProbers: true\nStatus: Pending\nIP: \nIPs: \nControlled By: ReplicaSet/frontend-657dd795f\nContainers:\n server:\n Container ID: \n Image: us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\n Image ID: \n Port: 8080/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: ContainerCreating\n Ready: False\n Restart Count: 0\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Liveness: http-get http://:8080/_healthz delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: http-get http://:8080/_healthz delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment:\n PORT: 8080\n PRODUCT_CATALOG_SERVICE_ADDR: productcatalogservice:3550\n CURRENCY_SERVICE_ADDR: currencyservice:7000\n CART_SERVICE_ADDR: cartservice:7070\n RECOMMENDATION_SERVICE_ADDR: recommendationservice:8080\n SHIPPING_SERVICE_ADDR: shippingservice:50051\n CHECKOUT_SERVICE_ADDR: checkoutservice:5050\n AD_SERVICE_ADDR: adservice:9555\n SHOPPING_ASSISTANT_SERVICE_ADDR: shoppingassistantservice:80\n ENABLE_PROFILER: 0\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-75ksw (ro)\nConditions:\n Type Status\n PodReadyToStartContainers False \n Initialized True \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n kube-api-access-75ksw:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 64s default-scheduler Successfully assigned boutique/frontend-657dd795f-m6578 to worker-02\n Warning FailedCreatePodSandBox 64s kubelet Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'productcatalogservice-ddb46fc86-57dwg'}", + "output": "Name: productcatalogservice-ddb46fc86-57dwg\nNamespace: boutique\nPriority: 0\nService Account: productcatalogservice\nNode: worker-02/192.168.0.53\nStart Time: Thu, 11 Dec 2025 10:53:58 +0800\nLabels: app=productcatalogservice\n pod-template-hash=ddb46fc86\nAnnotations: \nStatus: Pending\nIP: \nIPs: \nControlled By: ReplicaSet/productcatalogservice-ddb46fc86\nContainers:\n server:\n Container ID: \n Image: us-central1-docker.pkg.dev/google-samples/microservices-demo/productcatalogservice:v0.10.3\n Image ID: \n Port: 3550/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: ContainerCreating\n Ready: False\n Restart Count: 0\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Liveness: grpc :3550 delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: grpc :3550 delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment:\n PORT: 3550\n DISABLE_PROFILER: 1\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-mbzds (ro)\nConditions:\n Type Status\n PodReadyToStartContainers False \n Initialized True \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n kube-api-access-mbzds:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 64s default-scheduler Successfully assigned boutique/productcatalogservice-ddb46fc86-57dwg to worker-02\n Warning FailedCreatePodSandBox 64s kubelet Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'event', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "90s Normal Scheduled pod/frontend-657dd795f-m6578 Successfully assigned boutique/frontend-657dd795f-m6578 to worker-02\n90s Normal Scheduled pod/recommendationservice-7bf5b7d9b8-x67cx Successfully assigned boutique/recommendationservice-7bf5b7d9b8-x67cx to worker-02\n90s Normal SuccessfulCreate replicaset/productcatalogservice-ddb46fc86 Created pod: productcatalogservice-ddb46fc86-57dwg\n90s Normal SuccessfulCreate replicaset/paymentservice-78c5996648 Created pod: paymentservice-78c5996648-g2mwm\n90s Normal ScalingReplicaSet deployment/paymentservice Scaled up replica set paymentservice-78c5996648 to 1\n90s Normal SuccessfulCreate replicaset/redis-cart-589d486f78 Created pod: redis-cart-589d486f78-mrxpz\n90s Normal Started pod/currencyservice-5c6fdf7ccb-4cgz7 Started container server\n90s Normal Created pod/currencyservice-5c6fdf7ccb-4cgz7 Created container server\n90s Normal Pulled pod/currencyservice-5c6fdf7ccb-4cgz7 Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/currencyservice:v0.10.3\" already present on machine\n90s Normal Scheduled pod/productcatalogservice-ddb46fc86-57dwg Successfully assigned boutique/productcatalogservice-ddb46fc86-57dwg to worker-02\n90s Normal Scheduled pod/paymentservice-78c5996648-g2mwm Successfully assigned boutique/paymentservice-78c5996648-g2mwm to worker-01\n90s Warning FailedCreatePodSandBox pod/recommendationservice-7bf5b7d9b8-x67cx Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n89s Normal SuccessfulCreate replicaset/shippingservice-7ff54bf6b6 Created pod: shippingservice-7ff54bf6b6-wzqnq\n89s Normal Started pod/shippingservice-7ff54bf6b6-wzqnq Started container server\n89s Normal Created pod/shippingservice-7ff54bf6b6-wzqnq Created container server\n89s Normal Pulled pod/shippingservice-7ff54bf6b6-wzqnq Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\" already present on machine\n89s Normal Scheduled pod/shippingservice-7ff54bf6b6-wzqnq Successfully assigned boutique/shippingservice-7ff54bf6b6-wzqnq to worker-01\n89s Normal Started pod/redis-cart-589d486f78-mrxpz Started container redis\n89s Normal Created pod/redis-cart-589d486f78-mrxpz Created container redis\n89s Normal Pulled pod/redis-cart-589d486f78-mrxpz Container image \"redis:alpine\" already present on machine\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME STATUS ROLES AGE VERSION\nmaster Ready,SchedulingDisabled master 121d v1.31.2\nworker-01 Ready node 121d v1.31.2\nworker-02 NotReady node 121d v1.31.2\nworker-03 Ready node 121d v1.31.2\n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-02'}", + "output": "Name: worker-02\nRoles: node\nLabels: beta.kubernetes.io/arch=amd64\n beta.kubernetes.io/os=linux\n kubernetes.io/arch=amd64\n kubernetes.io/hostname=worker-02\n kubernetes.io/os=linux\n kubernetes.io/role=node\nAnnotations: flannel.alpha.coreos.com/backend-data: {\"VNI\":1,\"VtepMAC\":\"5a:d9:43:a8:2f:c8\"}\n flannel.alpha.coreos.com/backend-type: vxlan\n flannel.alpha.coreos.com/kube-subnet-manager: true\n flannel.alpha.coreos.com/public-ip: 192.168.0.53\n node.alpha.kubernetes.io/ttl: 0\n volumes.kubernetes.io/controller-managed-attach-detach: true\nCreationTimestamp: Mon, 11 Aug 2025 15:49:09 +0800\nTaints: node.kubernetes.io/not-ready:NoExecute\n node.kubernetes.io/not-ready:NoSchedule\nUnschedulable: false\nLease:\n HolderIdentity: worker-02\n AcquireTime: \n RenewTime: Thu, 11 Dec 2025 10:55:17 +0800\nConditions:\n Type Status LastHeartbeatTime LastTransitionTime Reason Message\n ---- ------ ----------------- ------------------ ------ -------\n NetworkUnavailable False Thu, 11 Dec 2025 10:22:12 +0800 Thu, 11 Dec 2025 10:22:12 +0800 FlannelIsUp Flannel is running on this node\n MemoryPressure False Thu, 11 Dec 2025 10:54:25 +0800 Fri, 05 Dec 2025 15:32:09 +0800 KubeletHasSufficientMemory kubelet has sufficient memory available\n DiskPressure False Thu, 11 Dec 2025 10:54:25 +0800 Fri, 05 Dec 2025 15:32:09 +0800 KubeletHasNoDiskPressure kubelet has no disk pressure\n PIDPressure False Thu, 11 Dec 2025 10:54:25 +0800 Fri, 05 Dec 2025 15:32:09 +0800 KubeletHasSufficientPID kubelet has sufficient PID available\n Ready False Thu, 11 Dec 2025 10:54:25 +0800 Thu, 11 Dec 2025 10:54:25 +0800 KubeletNotReady container runtime is down\nAddresses:\n InternalIP: 192.168.0.53\n Hostname: worker-02\nCapacity:\n cpu: 8\n ephemeral-storage: 103084600Ki\n hugepages-1Gi: 0\n hugepages-2Mi: 0\n memory: 15978552Ki\n pods: 110\nAllocatable:\n cpu: 8\n ephemeral-storage: 95002767203\n hugepages-1Gi: 0\n hugepages-2Mi: 0\n memory: 15671352Ki\n pods: 110\nSystem Info:\n Machine ID: 9c21ae206bb84c18b004394392724faa\n System UUID: aa737935-f9cf-4bc8-ac3d-3c8936223857\n Boot ID: 497384ec-413d-4d27-992c-5c047492dd8c\n Kernel Version: 5.15.0-138-generic\n OS Image: Ubuntu 22.04.5 LTS\n Operating System: linux\n Architecture: amd64\n Container Runtime Version: containerd://Unknown\n Kubelet Version: v1.31.2\n Kube-Proxy Version: v1.31.2\nPodCIDR: 172.20.2.0/24\nPodCIDRs: 172.20.2.0/24\nNon-terminated Pods: (12 in total)\n Namespace Name CPU Requests CPU Limits Memory Requests Memory Limits Age\n --------- ---- ------------ ---------- --------------- ------------- ---\n boutique cartservice-79b49f5555-6cjqt 200m (2%) 300m (3%) 64Mi (0%) 128Mi (0%) 86s\n boutique checkoutservice-8445f8b6cb-2gvlj 100m (1%) 200m (2%) 64Mi (0%) 128Mi (0%) 86s\n boutique frontend-657dd795f-m6578 100m (1%) 200m (2%) 64Mi (0%) 128Mi (0%) 85s\n boutique productcatalogservice-ddb46fc86-57dwg 100m (1%) 200m (2%) 64Mi (0%) 128Mi (0%) 85s\n boutique recommendationservice-7bf5b7d9b8-x67cx 100m (1%) 200m (2%) 220Mi (1%) 450Mi (2%) 85s\n chaosblade chaosblade-tool-lg5cc 0 (0%) 0 (0%) 0 (0%) 0 (0%) 27d\n istio-system istio-cni-node-44dhl 100m (1%) 0 (0%) 100Mi (0%) 0 (0%) 44d\n istio-system ztunnel-qjds9 200m (2%) 0 (0%) 512Mi (3%) 0 (0%) 44d\n kube-system kube-flannel-ds-sqbpp 100m (1%) 0 (0%) 50Mi (0%) 0 (0%) 27d\n kube-system node-local-dns-mrmqq 25m (0%) 0 (0%) 5Mi (0%) 0 (0%) 121d\n monitor cadvisor-jn9lz 0 (0%) 0 (0%) 0 (0%) 0 (0%) 27d\n monitor node-exporter-x96tv 0 (0%) 0 (0%) 0 (0%) 0 (0%) 27d\nAllocated resources:\n (Total limits may be over 100 percent, i.e., overcommitted.)\n Resource Requests Limits\n -------- -------- ------\n cpu 1025m (12%) 1100m (13%)\n memory 1143Mi (7%) 962Mi (6%)\n ephemeral-storage 0 (0%) 0 (0%)\n hugepages-1Gi 0 (0%) 0 (0%)\n hugepages-2Mi 0 (0%) 0 (0%)\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Starting 33m kube-proxy \n Normal Starting 33m kubelet Starting kubelet.\n Warning InvalidDiskCapacity 33m kubelet invalid capacity 0 on image filesystem\n Normal NodeAllocatableEnforced 33m kubelet Updated Node Allocatable limit across pods\n Normal NodeHasSufficientMemory 33m kubelet Node worker-02 status is now: NodeHasSufficientMemory\n Normal NodeHasNoDiskPressure 33m kubelet Node worker-02 status is now: NodeHasNoDiskPressure\n Normal NodeHasSufficientPID 33m kubelet Node worker-02 status is now: NodeHasSufficientPID\n Warning Rebooted 33m kubelet Node worker-02 has been rebooted, boot id: 497384ec-413d-4d27-992c-5c047492dd8c\n Normal RegisteredNode 32m node-controller Node worker-02 event: Registered Node worker-02 in Controller\n Normal NodeNotReady 58s kubelet Node worker-02 status is now: NodeNotReady\n Warning ContainerGCFailed 15s (x2 over 75s) kubelet rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n" + }, + { + "tool_name": "CheckNodeServiceStatus", + "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-02', service_name: 'containerd'}", + "output": "Service: containerd\nNode: worker-02\nStatus: ○ containerd.service - containerd container runtime\n Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n Active: inactive (dead) since Thu 2025-12-11 10:53:51 CST; 1min 39s ago\n Docs: https://containerd.io\n Process: 907 ExecStartPre=/sbin/modprobe overlay (code=exited, status=0/SUCCESS)\n Process: 921 ExecStart=/opt/kube/bin/containerd-bin/containerd (code=exited, status=0/SUCCESS)\n Main PID: 921 (code=exited, status=0/SUCCESS)\n Tasks: 84 (limit: 18592)\n Memory: 128.1M\n CPU: 15.345s\n CGroup: /system.slice/containerd.service\n ├─2135 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 3eac70aaf46c226413429990b4e2eb08c85ab282ea319a777f2f64b20ea4d509 -address /run/containerd/containerd.sock\n ├─2136 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 10c29fefe722a11bacd449f95ae79d36567b67200b372a23ae31b3433c6bbab2 -address /run/containerd/containerd.sock\n ├─2269 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id dc3ba0b8f3150fe0ccb63530ca6ac23bf73b558d30f22bd0987bafc23489308a -address /run/containerd/containerd.sock\n ├─2323 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id af7efd47935cd32f895d772f9fe3cbb1a886fcecb74cb66e42f4d5838b34db79 -address /run/containerd/containerd.sock\n ├─3208 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 076f234d6c3fc216611bdde31acfb5afe12eeaf92efb7f792e7190cdee9ff01f -address /run/containerd/containerd.sock\n ├─3431 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 9b26cf9f9332991a4322a9cf3f615dcd19f8c7ce57c12902948df884ff87d9f1 -address /run/containerd/containerd.sock\n └─3615 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 2c9904f479806475715be18da3f140720d174dec233ec3c2eecb2065851b9561 -address /run/containerd/containerd.sock\n\nDec 11 10:53:51 worker-02 systemd[1]: containerd.service: Deactivated successfully.\nDec 11 10:53:51 worker-02 systemd[1]: containerd.service: Unit process 2135 (containerd-shim) remains running after unit stopped.\nDec 11 10:53:51 worker-02 systemd[1]: containerd.service: Unit process 2136 (containerd-shim) remains running after unit stopped.\nDec 11 10:53:51 worker-02 systemd[1]: containerd.service: Unit process 2269 (containerd-shim) remains running after unit stopped.\nDec 11 10:53:51 worker-02 systemd[1]: containerd.service: Unit process 2323 (containerd-shim) remains running after unit stopped.\nDec 11 10:53:51 worker-02 systemd[1]: containerd.service: Unit process 3208 (containerd-shim) remains running after unit stopped.\nDec 11 10:53:51 worker-02 systemd[1]: containerd.service: Unit process 3431 (containerd-shim) remains running after unit stopped.\nDec 11 10:53:51 worker-02 systemd[1]: containerd.service: Unit process 3615 (containerd-shim) remains running after unit stopped.\nDec 11 10:53:51 worker-02 systemd[1]: Stopped containerd container runtime.\nDec 11 10:53:51 worker-02 systemd[1]: containerd.service: Consumed 15.295s CPU time." + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/infrastructure/10/path2.json b/golden-trajectory/boutique/infrastructure/10/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..d76ade34d76075e9b93a0c18582fa42c983a00c9 --- /dev/null +++ b/golden-trajectory/boutique/infrastructure/10/path2.json @@ -0,0 +1,147 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "DescribeResource", + "GetClusterConfiguration", + "DescribeResource", + "CheckNodeServiceStatus" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE IP NODE NOMINATED NODE READINESS GATES\nadservice-64ddc5c766-9vc7l 1/1 Running 0 63s 172.20.1.114 worker-01 \ncartservice-79b49f5555-6cjqt 0/1 ContainerCreating 0 63s worker-02 \ncheckoutservice-8445f8b6cb-2gvlj 0/1 ContainerCreating 0 63s worker-02 \ncurrencyservice-5c6fdf7ccb-4cgz7 1/1 Running 0 63s 172.20.1.115 worker-01 \nemailservice-c86b9b8f6-hqwz8 1/1 Running 0 63s 172.20.1.116 worker-01 \nfrontend-657dd795f-m6578 0/1 ContainerCreating 0 62s worker-02 \npaymentservice-78c5996648-g2mwm 1/1 Running 0 62s 172.20.1.117 worker-01 \nproductcatalogservice-ddb46fc86-57dwg 0/1 ContainerCreating 0 62s worker-02 \nrecommendationservice-7bf5b7d9b8-x67cx 0/1 ContainerCreating 0 62s worker-02 \nredis-cart-589d486f78-mrxpz 1/1 Running 0 62s 172.20.1.118 worker-01 \nshippingservice-7ff54bf6b6-wzqnq 1/1 Running 0 61s 172.20.1.119 worker-01 \n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'cartservice-79b49f5555-6cjqt'}", + "output": "Name: cartservice-79b49f5555-6cjqt\nNamespace: boutique\nPriority: 0\nService Account: cartservice\nNode: worker-02/192.168.0.53\nStart Time: Thu, 11 Dec 2025 10:53:57 +0800\nLabels: app=cartservice\n pod-template-hash=79b49f5555\nAnnotations: \nStatus: Pending\nIP: \nIPs: \nControlled By: ReplicaSet/cartservice-79b49f5555\nContainers:\n server:\n Container ID: \n Image: us-central1-docker.pkg.dev/google-samples/microservices-demo/cartservice:v0.10.3\n Image ID: \n Port: 7070/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: ContainerCreating\n Ready: False\n Restart Count: 0\n Limits:\n cpu: 300m\n memory: 128Mi\n Requests:\n cpu: 200m\n memory: 64Mi\n Environment:\n REDIS_ADDR: redis-cart:6379\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-p97b2 (ro)\nConditions:\n Type Status\n PodReadyToStartContainers False \n Initialized True \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n kube-api-access-p97b2:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 64s default-scheduler Successfully assigned boutique/cartservice-79b49f5555-6cjqt to worker-02\n Warning FailedCreatePodSandBox 64s kubelet Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'checkoutservice-8445f8b6cb-2gvlj'}", + "output": "Name: checkoutservice-8445f8b6cb-2gvlj\nNamespace: boutique\nPriority: 0\nService Account: checkoutservice\nNode: worker-02/192.168.0.53\nStart Time: Thu, 11 Dec 2025 10:53:57 +0800\nLabels: app=checkoutservice\n pod-template-hash=8445f8b6cb\nAnnotations: \nStatus: Pending\nIP: \nIPs: \nControlled By: ReplicaSet/checkoutservice-8445f8b6cb\nContainers:\n server:\n Container ID: \n Image: us-central1-docker.pkg.dev/google-samples/microservices-demo/checkoutservice:v0.10.3\n Image ID: \n Port: 5050/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: ContainerCreating\n Ready: False\n Restart Count: 0\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Liveness: grpc :5050 delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: grpc :5050 delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment:\n PORT: 5050\n PRODUCT_CATALOG_SERVICE_ADDR: productcatalogservice:3550\n SHIPPING_SERVICE_ADDR: shippingservice:50051\n PAYMENT_SERVICE_ADDR: paymentservice:50051\n EMAIL_SERVICE_ADDR: emailservice:5000\n CURRENCY_SERVICE_ADDR: currencyservice:7000\n CART_SERVICE_ADDR: cartservice:7070\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-pqc6s (ro)\nConditions:\n Type Status\n PodReadyToStartContainers False \n Initialized True \n Ready False \n ContainersReady False \n PodScheduled True \nVolumes:\n kube-api-access-pqc6s:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 64s default-scheduler Successfully assigned boutique/checkoutservice-8445f8b6cb-2gvlj to worker-02\n Warning FailedCreatePodSandBox 64s kubelet Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n" + }, + { + "tool_name": "GetClusterConfiguration", + "calling": "tool_name='GetClusterConfiguration' arguments={}", + "output": { + "node_count": 4, + "nodes": [ + { + "name": "master", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [ + "node.kubernetes.io/unschedulable:NoSchedule" + ], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "master", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "master" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671344Ki" + } + }, + { + "name": "worker-01", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-01", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671356Ki" + } + }, + { + "name": "worker-02", + "role": "worker", + "status": "NotReady", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [ + "node.kubernetes.io/not-ready:NoSchedule", + "node.kubernetes.io/not-ready:NoExecute" + ], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-02", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671352Ki" + } + }, + { + "name": "worker-03", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-03", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671356Ki" + } + } + ] + } + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-02'}", + "output": "Name: worker-02\nRoles: node\nLabels: beta.kubernetes.io/arch=amd64\n beta.kubernetes.io/os=linux\n kubernetes.io/arch=amd64\n kubernetes.io/hostname=worker-02\n kubernetes.io/os=linux\n kubernetes.io/role=node\nAnnotations: flannel.alpha.coreos.com/backend-data: {\"VNI\":1,\"VtepMAC\":\"5a:d9:43:a8:2f:c8\"}\n flannel.alpha.coreos.com/backend-type: vxlan\n flannel.alpha.coreos.com/kube-subnet-manager: true\n flannel.alpha.coreos.com/public-ip: 192.168.0.53\n node.alpha.kubernetes.io/ttl: 0\n volumes.kubernetes.io/controller-managed-attach-detach: true\nCreationTimestamp: Mon, 11 Aug 2025 15:49:09 +0800\nTaints: node.kubernetes.io/not-ready:NoExecute\n node.kubernetes.io/not-ready:NoSchedule\nUnschedulable: false\nLease:\n HolderIdentity: worker-02\n AcquireTime: \n RenewTime: Thu, 11 Dec 2025 10:55:17 +0800\nConditions:\n Type Status LastHeartbeatTime LastTransitionTime Reason Message\n ---- ------ ----------------- ------------------ ------ -------\n NetworkUnavailable False Thu, 11 Dec 2025 10:22:12 +0800 Thu, 11 Dec 2025 10:22:12 +0800 FlannelIsUp Flannel is running on this node\n MemoryPressure False Thu, 11 Dec 2025 10:54:25 +0800 Fri, 05 Dec 2025 15:32:09 +0800 KubeletHasSufficientMemory kubelet has sufficient memory available\n DiskPressure False Thu, 11 Dec 2025 10:54:25 +0800 Fri, 05 Dec 2025 15:32:09 +0800 KubeletHasNoDiskPressure kubelet has no disk pressure\n PIDPressure False Thu, 11 Dec 2025 10:54:25 +0800 Fri, 05 Dec 2025 15:32:09 +0800 KubeletHasSufficientPID kubelet has sufficient PID available\n Ready False Thu, 11 Dec 2025 10:54:25 +0800 Thu, 11 Dec 2025 10:54:25 +0800 KubeletNotReady container runtime is down\nAddresses:\n InternalIP: 192.168.0.53\n Hostname: worker-02\nCapacity:\n cpu: 8\n ephemeral-storage: 103084600Ki\n hugepages-1Gi: 0\n hugepages-2Mi: 0\n memory: 15978552Ki\n pods: 110\nAllocatable:\n cpu: 8\n ephemeral-storage: 95002767203\n hugepages-1Gi: 0\n hugepages-2Mi: 0\n memory: 15671352Ki\n pods: 110\nSystem Info:\n Machine ID: 9c21ae206bb84c18b004394392724faa\n System UUID: aa737935-f9cf-4bc8-ac3d-3c8936223857\n Boot ID: 497384ec-413d-4d27-992c-5c047492dd8c\n Kernel Version: 5.15.0-138-generic\n OS Image: Ubuntu 22.04.5 LTS\n Operating System: linux\n Architecture: amd64\n Container Runtime Version: containerd://Unknown\n Kubelet Version: v1.31.2\n Kube-Proxy Version: v1.31.2\nPodCIDR: 172.20.2.0/24\nPodCIDRs: 172.20.2.0/24\nNon-terminated Pods: (12 in total)\n Namespace Name CPU Requests CPU Limits Memory Requests Memory Limits Age\n --------- ---- ------------ ---------- --------------- ------------- ---\n boutique cartservice-79b49f5555-6cjqt 200m (2%) 300m (3%) 64Mi (0%) 128Mi (0%) 86s\n boutique checkoutservice-8445f8b6cb-2gvlj 100m (1%) 200m (2%) 64Mi (0%) 128Mi (0%) 86s\n boutique frontend-657dd795f-m6578 100m (1%) 200m (2%) 64Mi (0%) 128Mi (0%) 85s\n boutique productcatalogservice-ddb46fc86-57dwg 100m (1%) 200m (2%) 64Mi (0%) 128Mi (0%) 85s\n boutique recommendationservice-7bf5b7d9b8-x67cx 100m (1%) 200m (2%) 220Mi (1%) 450Mi (2%) 85s\n chaosblade chaosblade-tool-lg5cc 0 (0%) 0 (0%) 0 (0%) 0 (0%) 27d\n istio-system istio-cni-node-44dhl 100m (1%) 0 (0%) 100Mi (0%) 0 (0%) 44d\n istio-system ztunnel-qjds9 200m (2%) 0 (0%) 512Mi (3%) 0 (0%) 44d\n kube-system kube-flannel-ds-sqbpp 100m (1%) 0 (0%) 50Mi (0%) 0 (0%) 27d\n kube-system node-local-dns-mrmqq 25m (0%) 0 (0%) 5Mi (0%) 0 (0%) 121d\n monitor cadvisor-jn9lz 0 (0%) 0 (0%) 0 (0%) 0 (0%) 27d\n monitor node-exporter-x96tv 0 (0%) 0 (0%) 0 (0%) 0 (0%) 27d\nAllocated resources:\n (Total limits may be over 100 percent, i.e., overcommitted.)\n Resource Requests Limits\n -------- -------- ------\n cpu 1025m (12%) 1100m (13%)\n memory 1143Mi (7%) 962Mi (6%)\n ephemeral-storage 0 (0%) 0 (0%)\n hugepages-1Gi 0 (0%) 0 (0%)\n hugepages-2Mi 0 (0%) 0 (0%)\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Starting 33m kube-proxy \n Normal Starting 33m kubelet Starting kubelet.\n Warning InvalidDiskCapacity 33m kubelet invalid capacity 0 on image filesystem\n Normal NodeAllocatableEnforced 33m kubelet Updated Node Allocatable limit across pods\n Normal NodeHasSufficientMemory 33m kubelet Node worker-02 status is now: NodeHasSufficientMemory\n Normal NodeHasNoDiskPressure 33m kubelet Node worker-02 status is now: NodeHasNoDiskPressure\n Normal NodeHasSufficientPID 33m kubelet Node worker-02 status is now: NodeHasSufficientPID\n Warning Rebooted 33m kubelet Node worker-02 has been rebooted, boot id: 497384ec-413d-4d27-992c-5c047492dd8c\n Normal RegisteredNode 32m node-controller Node worker-02 event: Registered Node worker-02 in Controller\n Normal NodeNotReady 58s kubelet Node worker-02 status is now: NodeNotReady\n Warning ContainerGCFailed 15s (x2 over 75s) kubelet rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n" + }, + { + "tool_name": "CheckNodeServiceStatus", + "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-02', service_name: 'containerd'}", + "output": "Service: containerd\nNode: worker-02\nStatus: ○ containerd.service - containerd container runtime\n Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n Active: inactive (dead) since Thu 2025-12-11 10:53:51 CST; 1min 39s ago\n Docs: https://containerd.io\n Process: 907 ExecStartPre=/sbin/modprobe overlay (code=exited, status=0/SUCCESS)\n Process: 921 ExecStart=/opt/kube/bin/containerd-bin/containerd (code=exited, status=0/SUCCESS)\n Main PID: 921 (code=exited, status=0/SUCCESS)\n Tasks: 84 (limit: 18592)\n Memory: 128.1M\n CPU: 15.345s\n CGroup: /system.slice/containerd.service\n ├─2135 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 3eac70aaf46c226413429990b4e2eb08c85ab282ea319a777f2f64b20ea4d509 -address /run/containerd/containerd.sock\n ├─2136 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 10c29fefe722a11bacd449f95ae79d36567b67200b372a23ae31b3433c6bbab2 -address /run/containerd/containerd.sock\n ├─2269 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id dc3ba0b8f3150fe0ccb63530ca6ac23bf73b558d30f22bd0987bafc23489308a -address /run/containerd/containerd.sock\n ├─2323 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id af7efd47935cd32f895d772f9fe3cbb1a886fcecb74cb66e42f4d5838b34db79 -address /run/containerd/containerd.sock\n ├─3208 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 076f234d6c3fc216611bdde31acfb5afe12eeaf92efb7f792e7190cdee9ff01f -address /run/containerd/containerd.sock\n ├─3431 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 9b26cf9f9332991a4322a9cf3f615dcd19f8c7ce57c12902948df884ff87d9f1 -address /run/containerd/containerd.sock\n └─3615 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 2c9904f479806475715be18da3f140720d174dec233ec3c2eecb2065851b9561 -address /run/containerd/containerd.sock\n\nDec 11 10:53:51 worker-02 systemd[1]: containerd.service: Deactivated successfully.\nDec 11 10:53:51 worker-02 systemd[1]: containerd.service: Unit process 2135 (containerd-shim) remains running after unit stopped.\nDec 11 10:53:51 worker-02 systemd[1]: containerd.service: Unit process 2136 (containerd-shim) remains running after unit stopped.\nDec 11 10:53:51 worker-02 systemd[1]: containerd.service: Unit process 2269 (containerd-shim) remains running after unit stopped.\nDec 11 10:53:51 worker-02 systemd[1]: containerd.service: Unit process 2323 (containerd-shim) remains running after unit stopped.\nDec 11 10:53:51 worker-02 systemd[1]: containerd.service: Unit process 3208 (containerd-shim) remains running after unit stopped.\nDec 11 10:53:51 worker-02 systemd[1]: containerd.service: Unit process 3431 (containerd-shim) remains running after unit stopped.\nDec 11 10:53:51 worker-02 systemd[1]: containerd.service: Unit process 3615 (containerd-shim) remains running after unit stopped.\nDec 11 10:53:51 worker-02 systemd[1]: Stopped containerd container runtime.\nDec 11 10:53:51 worker-02 systemd[1]: containerd.service: Consumed 15.295s CPU time." + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/infrastructure/11/path1.json b/golden-trajectory/boutique/infrastructure/11/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..12820b6e5e41319bb75e1c65dfdc44c2ebc2fc66 --- /dev/null +++ b/golden-trajectory/boutique/infrastructure/11/path1.json @@ -0,0 +1,150 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetResources", + "GetClusterConfiguration", + "CheckServiceConnectivity", + "CheckServiceConnectivity", + "CheckNodeServiceStatus" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE IP NODE NOMINATED NODE READINESS GATES\nadservice-d68dfc56-gppbj 1/1 Running 0 72s 172.20.1.154 worker-01 \ncartservice-7c5f46fc47-wbmlc 1/1 Running 0 73s 172.20.2.185 worker-02 \ncheckoutservice-dbcdcb5fb-fsjpb 1/1 Running 0 73s 172.20.1.153 worker-01 \ncurrencyservice-5cd6467fc4-fxjgq 1/1 Running 0 72s 172.20.1.155 worker-01 \nemailservice-7dc7d85bcb-r5xhn 1/1 Running 0 71s 172.20.2.187 worker-02 \nfrontend-6778bd7b8b-xprw4 1/1 Running 0 71s 172.20.1.156 worker-01 \npaymentservice-869f9f96cd-5f2zn 1/1 Running 0 73s 172.20.2.183 worker-02 \nproductcatalogservice-6fb89f98f8-tf4r2 1/1 Running 0 71s 172.20.2.188 worker-02 \nrecommendationservice-54dfdd6986-mf8dt 1/1 Running 0 72s 172.20.2.186 worker-02 \nredis-cart-58649b5469-k85lj 1/1 Running 0 71s 172.20.1.157 worker-01 \nshippingservice-674c8c548d-phhfh 1/1 Running 0 73s 172.20.2.184 worker-02 \n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'svc', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.100.130 9555/TCP 75s\ncartservice ClusterIP 10.68.217.173 7070/TCP 76s\ncheckoutservice ClusterIP 10.68.52.125 5050/TCP 76s\ncurrencyservice ClusterIP 10.68.192.77 7000/TCP 75s\nemailservice ClusterIP 10.68.17.200 5000/TCP 75s\nfrontend ClusterIP 10.68.130.69 80/TCP 74s\nfrontend-external NodePort 10.68.80.36 80:30080/TCP 74s\npaymentservice ClusterIP 10.68.9.201 50051/TCP 76s\nproductcatalogservice ClusterIP 10.68.20.26 3550/TCP 75s\nrecommendationservice ClusterIP 10.68.139.96 8080/TCP 75s\nredis-cart ClusterIP 10.68.36.94 6379/TCP 74s\nshippingservice ClusterIP 10.68.75.40 50051/TCP 76s\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME ENDPOINTS AGE\nadservice 172.20.1.154:9555 89s\ncartservice 172.20.2.185:7070 90s\ncheckoutservice 172.20.1.153:5050 90s\ncurrencyservice 172.20.1.155:7000 89s\nemailservice 172.20.2.187:8080 89s\nfrontend 172.20.1.156:8080 88s\nfrontend-external 172.20.1.156:8080 88s\npaymentservice 172.20.2.183:50051 90s\nproductcatalogservice 172.20.2.188:3550 89s\nrecommendationservice 172.20.2.186:8080 89s\nredis-cart 172.20.1.157:6379 88s\nshippingservice 172.20.2.184:50051 90s\n" + }, + { + "tool_name": "GetClusterConfiguration", + "calling": "tool_name='GetClusterConfiguration' arguments={}", + "output": { + "node_count": 4, + "nodes": [ + { + "name": "master", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [ + "node.kubernetes.io/unschedulable:NoSchedule" + ], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "master", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "master" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-01", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-01", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671352Ki" + } + }, + { + "name": "worker-02", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-02", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-03", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-03", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + } + ] + } + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'frontend', port: 80}", + "output": "=== Service frontend:80 Connectivity test report ===\nDebug Pod test results deployed on worker-01: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-02: frontend (10.68.130.69:80) open\nConnection Succeeded\nDebug Pod test results deployed on worker-03: frontend (10.68.130.69:80) open\nConnection Succeeded" + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'cartservice', port: 7070}", + "output": "=== Service cartservice:7070 Connectivity test report ===\nDebug Pod test results deployed on worker-01: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-02: cartservice (10.68.217.173:7070) open\nConnection Succeeded\nDebug Pod test results deployed on worker-03: cartservice (10.68.217.173:7070) open\nConnection Succeeded" + }, + { + "tool_name": "CheckNodeServiceStatus", + "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kube-proxy'}", + "output": "Service: kube-proxy\nNode: worker-01\nStatus: ○ kube-proxy.service - Kubernetes Kube-Proxy Server\n Loaded: loaded (/etc/systemd/system/kube-proxy.service; enabled; vendor preset: enabled)\n Active: inactive (dead) since Fri 2026-01-02 15:41:14 CST; 4min 11s ago\n Docs: https://github.com/GoogleCloudPlatform/kubernetes\n Process: 179332 ExecStart=/opt/kube/bin/kube-proxy --config=/var/lib/kube-proxy/kube-proxy-config.yaml (code=killed, signal=TERM)\n Main PID: 179332 (code=killed, signal=TERM)\n CPU: 717ms\n\nJan 02 15:38:52 worker-01 kube-proxy[179332]: I0102 15:38:52.269639 179332 config.go:105] \"Starting endpoint slice config controller\"\nJan 02 15:38:52 worker-01 kube-proxy[179332]: I0102 15:38:52.269655 179332 shared_informer.go:313] Waiting for caches to sync for endpoint slice config\nJan 02 15:38:52 worker-01 kube-proxy[179332]: I0102 15:38:52.269664 179332 config.go:328] \"Starting node config controller\"\nJan 02 15:38:52 worker-01 kube-proxy[179332]: I0102 15:38:52.269678 179332 shared_informer.go:313] Waiting for caches to sync for node config\nJan 02 15:38:52 worker-01 kube-proxy[179332]: I0102 15:38:52.370610 179332 shared_informer.go:320] Caches are synced for service config\nJan 02 15:38:52 worker-01 kube-proxy[179332]: I0102 15:38:52.370640 179332 shared_informer.go:320] Caches are synced for endpoint slice config\nJan 02 15:38:52 worker-01 kube-proxy[179332]: I0102 15:38:52.370659 179332 shared_informer.go:320] Caches are synced for node config\nJan 02 15:41:14 worker-01 systemd[1]: Stopping Kubernetes Kube-Proxy Server...\nJan 02 15:41:14 worker-01 systemd[1]: kube-proxy.service: Deactivated successfully.\nJan 02 15:41:14 worker-01 systemd[1]: Stopped Kubernetes Kube-Proxy Server." + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/infrastructure/11/path2.json b/golden-trajectory/boutique/infrastructure/11/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..798dd2c1bd7828b44fc94842c716ff18a204ce91 --- /dev/null +++ b/golden-trajectory/boutique/infrastructure/11/path2.json @@ -0,0 +1,144 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetClusterConfiguration", + "CheckServiceConnectivity", + "CheckServiceConnectivity", + "CheckNodeServiceStatus" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE IP NODE NOMINATED NODE READINESS GATES\nadservice-d68dfc56-gppbj 1/1 Running 0 72s 172.20.1.154 worker-01 \ncartservice-7c5f46fc47-wbmlc 1/1 Running 0 73s 172.20.2.185 worker-02 \ncheckoutservice-dbcdcb5fb-fsjpb 1/1 Running 0 73s 172.20.1.153 worker-01 \ncurrencyservice-5cd6467fc4-fxjgq 1/1 Running 0 72s 172.20.1.155 worker-01 \nemailservice-7dc7d85bcb-r5xhn 1/1 Running 0 71s 172.20.2.187 worker-02 \nfrontend-6778bd7b8b-xprw4 1/1 Running 0 71s 172.20.1.156 worker-01 \npaymentservice-869f9f96cd-5f2zn 1/1 Running 0 73s 172.20.2.183 worker-02 \nproductcatalogservice-6fb89f98f8-tf4r2 1/1 Running 0 71s 172.20.2.188 worker-02 \nrecommendationservice-54dfdd6986-mf8dt 1/1 Running 0 72s 172.20.2.186 worker-02 \nredis-cart-58649b5469-k85lj 1/1 Running 0 71s 172.20.1.157 worker-01 \nshippingservice-674c8c548d-phhfh 1/1 Running 0 73s 172.20.2.184 worker-02 \n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME ENDPOINTS AGE\nadservice 172.20.1.154:9555 89s\ncartservice 172.20.2.185:7070 90s\ncheckoutservice 172.20.1.153:5050 90s\ncurrencyservice 172.20.1.155:7000 89s\nemailservice 172.20.2.187:8080 89s\nfrontend 172.20.1.156:8080 88s\nfrontend-external 172.20.1.156:8080 88s\npaymentservice 172.20.2.183:50051 90s\nproductcatalogservice 172.20.2.188:3550 89s\nrecommendationservice 172.20.2.186:8080 89s\nredis-cart 172.20.1.157:6379 88s\nshippingservice 172.20.2.184:50051 90s\n" + }, + { + "tool_name": "GetClusterConfiguration", + "calling": "tool_name='GetClusterConfiguration' arguments={}", + "output": { + "node_count": 4, + "nodes": [ + { + "name": "master", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [ + "node.kubernetes.io/unschedulable:NoSchedule" + ], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "master", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "master" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-01", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-01", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671352Ki" + } + }, + { + "name": "worker-02", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-02", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-03", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-03", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + } + ] + } + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'frontend', port: 80}", + "output": "=== Service frontend:80 Connectivity test report ===\nDebug Pod test results deployed on worker-01: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-02: frontend (10.68.130.69:80) open\nConnection Succeeded\nDebug Pod test results deployed on worker-03: frontend (10.68.130.69:80) open\nConnection Succeeded" + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'checkoutservice', port: 5050}", + "output": "=== Service checkoutservice:5050 Connectivity test report ===\nDebug Pod test results deployed on worker-01: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-02: checkoutservice (10.68.52.125:5050) open\nConnection Succeeded\nDebug Pod test results deployed on worker-03: checkoutservice (10.68.52.125:5050) open\nConnection Succeeded" + }, + { + "tool_name": "CheckNodeServiceStatus", + "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kube-proxy'}", + "output": "Service: kube-proxy\nNode: worker-01\nStatus: ○ kube-proxy.service - Kubernetes Kube-Proxy Server\n Loaded: loaded (/etc/systemd/system/kube-proxy.service; enabled; vendor preset: enabled)\n Active: inactive (dead) since Fri 2026-01-02 15:41:14 CST; 4min 11s ago\n Docs: https://github.com/GoogleCloudPlatform/kubernetes\n Process: 179332 ExecStart=/opt/kube/bin/kube-proxy --config=/var/lib/kube-proxy/kube-proxy-config.yaml (code=killed, signal=TERM)\n Main PID: 179332 (code=killed, signal=TERM)\n CPU: 717ms\n\nJan 02 15:38:52 worker-01 kube-proxy[179332]: I0102 15:38:52.269639 179332 config.go:105] \"Starting endpoint slice config controller\"\nJan 02 15:38:52 worker-01 kube-proxy[179332]: I0102 15:38:52.269655 179332 shared_informer.go:313] Waiting for caches to sync for endpoint slice config\nJan 02 15:38:52 worker-01 kube-proxy[179332]: I0102 15:38:52.269664 179332 config.go:328] \"Starting node config controller\"\nJan 02 15:38:52 worker-01 kube-proxy[179332]: I0102 15:38:52.269678 179332 shared_informer.go:313] Waiting for caches to sync for node config\nJan 02 15:38:52 worker-01 kube-proxy[179332]: I0102 15:38:52.370610 179332 shared_informer.go:320] Caches are synced for service config\nJan 02 15:38:52 worker-01 kube-proxy[179332]: I0102 15:38:52.370640 179332 shared_informer.go:320] Caches are synced for endpoint slice config\nJan 02 15:38:52 worker-01 kube-proxy[179332]: I0102 15:38:52.370659 179332 shared_informer.go:320] Caches are synced for node config\nJan 02 15:41:14 worker-01 systemd[1]: Stopping Kubernetes Kube-Proxy Server...\nJan 02 15:41:14 worker-01 systemd[1]: kube-proxy.service: Deactivated successfully.\nJan 02 15:41:14 worker-01 systemd[1]: Stopped Kubernetes Kube-Proxy Server." + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/infrastructure/12/path1.json b/golden-trajectory/boutique/infrastructure/12/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..f7089d6552ed7fb4e202b690417d49047b5b83b1 --- /dev/null +++ b/golden-trajectory/boutique/infrastructure/12/path1.json @@ -0,0 +1,173 @@ +{ + "statistics": { + "valid_tool_call_count": 9, + "total_trace_steps": 9, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetResources", + "GetClusterConfiguration", + "GetErrorLogs", + "GetRecentLogs", + "CheckServiceConnectivity", + "CheckServiceConnectivity", + "CheckNodeServiceStatus" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE IP NODE NOMINATED NODE READINESS GATES\nadservice-d68dfc56-4v4j5 1/1 Running 0 73s 172.20.2.201 worker-02 \ncartservice-7c5f46fc47-s596z 1/1 Running 0 73s 172.20.2.200 worker-02 \ncheckoutservice-dbcdcb5fb-sjcpc 1/1 Running 0 72s 172.20.2.203 worker-02 \ncurrencyservice-5cd6467fc4-jggws 1/1 Running 0 72s 172.20.2.204 worker-02 \nemailservice-7dc7d85bcb-jhg9j 1/1 Running 0 72s 172.20.2.202 worker-02 \nfrontend-6778bd7b8b-jm6t9 1/1 Running 0 72s 172.20.1.170 worker-01 \npaymentservice-869f9f96cd-rpp26 1/1 Running 0 72s 172.20.1.171 worker-01 \nproductcatalogservice-6fb89f98f8-bmq6m 1/1 Running 0 73s 172.20.1.169 worker-01 \nrecommendationservice-54dfdd6986-26nk5 1/1 Running 0 71s 172.20.2.205 worker-02 \nredis-cart-58649b5469-79mcv 1/1 Running 0 71s 172.20.1.173 worker-01 \nshippingservice-674c8c548d-x7gfq 1/1 Running 0 71s 172.20.1.172 worker-01 \n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'svc', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.140.114 9555/TCP 76s\ncartservice ClusterIP 10.68.60.91 7070/TCP 76s\ncheckoutservice ClusterIP 10.68.116.150 5050/TCP 75s\ncurrencyservice ClusterIP 10.68.241.117 7000/TCP 75s\nemailservice ClusterIP 10.68.6.105 5000/TCP 75s\nfrontend ClusterIP 10.68.79.170 80/TCP 75s\nfrontend-external NodePort 10.68.78.13 80:30080/TCP 75s\npaymentservice ClusterIP 10.68.208.244 50051/TCP 75s\nproductcatalogservice ClusterIP 10.68.243.207 3550/TCP 76s\nrecommendationservice ClusterIP 10.68.150.209 8080/TCP 74s\nredis-cart ClusterIP 10.68.166.170 6379/TCP 74s\nshippingservice ClusterIP 10.68.76.15 50051/TCP 74s\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME ENDPOINTS AGE\nadservice 172.20.2.201:9555 91s\ncartservice 172.20.2.200:7070 91s\ncheckoutservice 172.20.2.203:5050 90s\ncurrencyservice 172.20.2.204:7000 90s\nemailservice 172.20.2.202:8080 90s\nfrontend 172.20.1.170:8080 90s\nfrontend-external 172.20.1.170:8080 90s\npaymentservice 172.20.1.171:50051 90s\nproductcatalogservice 172.20.1.169:3550 91s\nrecommendationservice 172.20.2.205:8080 89s\nredis-cart 172.20.1.173:6379 89s\nshippingservice 172.20.1.172:50051 89s\n" + }, + { + "tool_name": "GetClusterConfiguration", + "calling": "tool_name='GetClusterConfiguration' arguments={}", + "output": { + "node_count": 4, + "nodes": [ + { + "name": "master", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [ + "node.kubernetes.io/unschedulable:NoSchedule" + ], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "master", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "master" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-01", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-01", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671352Ki" + } + }, + { + "name": "worker-02", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-02", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-03", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-03", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + } + ] + } + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "\"{\\n \\\"total_log_count\\\": 297,\\n \\\"total_errors\\\": 68,\\n \\\"total_error_ratio\\\": 0.229,\\n \\\"patterns\\\": [\\n {\\n \\\"count\\\": 37,\\n \\\"ratio\\\": 0.1246,\\n \\\"sample\\\": \\\"2026-01-02T15:47:40.624184867+08:00 {\\\\\\\"error\\\\\\\":\\\\\\\"could not retrieve cart: rpc error: code = FailedPrecondition desc = Can't access cart storage. StackExchange.Redis.RedisConnectionException: The message timed out in the backlog attempting to send because no connection became available (5000ms) - Last Connection Exception: It was not possible to connect to the redis server(s). ConnectTimeout, command=HMGET, timeout: 5000, inst: 0, qu: 12, qs: 0, aw: False, bw: CheckingForTimeout, rs: NotStarted, ws: Initializing, in: 0, last-in: 0, cur-in: 0, sync-ops: 0, async-ops: 52, serverEndpoint: redis-cart:6379, conn-sec: n/a, aoc: 0, mc: 1/1/0, mgr: 10 of 10 available, clientName: cartservice-7c5f46fc47-s596z(SE.Redis-v2.7.27.49176), IOCP: (Busy=0,Free=1000,Min=1,Max=1000), WORKER: (Busy=4,Free=32763,Min=1,Max=32767), POOL: (Threads=9,QueuedItems=1,CompletedItems=393,Timers=3), v: 2.7.27.49176 (Please take a look at this article for some common client-side issues that can cause timeouts: https://stackexchange.github.io/StackExchange.Redis/Timeouts)\\\\\\\\n ---\\\\\\\\u003e StackExchange.Redis.RedisConnectionException: It was not possible to connect to the redis server(s). ConnectTimeout\\\\\\\\n --- End of inner exception stack trace ---\\\\\\\\n at Microsoft.Extensions.Caching.StackExchangeRedis.RedisCache.GetAndRefreshAsync(String key, Boolean getData, CancellationToken token)\\\\\\\\n at Microsoft.Extensions.Caching.StackExchangeRedis.RedisCache.GetAsync(String key, CancellationToken token)\\\\\\\\n at cartservice.cartstore.RedisCartStore.GetCartAsync(String userId) in /app/cartstore/RedisCartStore.cs:line 90\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"e2748b01-870d-4b2a-adce-cc6af7ddce96\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"request error\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"7f3c9044-86cd-4a0a-b563-0c8092b7e0b6\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T07:47:40.623845618Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 18,\\n \\\"ratio\\\": 0.0606,\\n \\\"sample\\\": \\\"2026-01-02T15:47:42.126905602+08:00 {\\\\\\\"error\\\\\\\":\\\\\\\"could not retrieve cart: rpc error: code = Canceled desc = context canceled\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"efc7e903-794d-46cb-8ec7-926f690f8cb4\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"request error\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"db3c2fec-06cd-4cbc-8862-21304e2fd341\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T07:47:42.126404665Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 8,\\n \\\"ratio\\\": 0.0269,\\n \\\"sample\\\": \\\"2026-01-02T15:47:39.984810548+08:00 {\\\\\\\"error\\\\\\\":\\\\\\\"failed to complete the order: rpc error: code = Internal desc = cart failure: failed to get user cart during checkout: rpc error: code = Unavailable desc = connection error: desc = \\\\\\\\\\\\\\\"transport: Error while dialing: dial tcp 10.68.60.91:7070: i/o timeout\\\\\\\\\\\\\\\"\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"281ada84-93bc-4105-91e0-d88f8a0664a5\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"POST\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/cart/checkout\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"request error\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"15245974-dc23-474d-be66-c2d0c34af661\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T07:47:39.984721904Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 3,\\n \\\"ratio\\\": 0.0101,\\n \\\"sample\\\": \\\"2026-01-02T15:47:37.625244664+08:00 {\\\\\\\"error\\\\\\\":\\\\\\\"failed to add to cart: rpc error: code = FailedPrecondition desc = Can't access cart storage. StackExchange.Redis.RedisConnectionException: The message timed out in the backlog attempting to send because no connection became available (5000ms) - Last Connection Exception: It was not possible to connect to the redis server(s). ConnectTimeout, command=HMGET, timeout: 5000, inst: 0, qu: 9, qs: 0, aw: False, bw: CheckingForTimeout, rs: NotStarted, ws: Initializing, in: 0, last-in: 0, cur-in: 0, sync-ops: 0, async-ops: 42, serverEndpoint: redis-cart:6379, conn-sec: n/a, aoc: 0, mc: 1/1/0, mgr: 10 of 10 available, clientName: cartservice-7c5f46fc47-s596z(SE.Redis-v2.7.27.49176), IOCP: (Busy=0,Free=1000,Min=1,Max=1000), WORKER: (Busy=4,Free=32763,Min=1,Max=32767), POOL: (Threads=9,QueuedItems=1,CompletedItems=327,Timers=3), v: 2.7.27.49176 (Please take a look at this article for some common client-side issues that can cause timeouts: https://stackexchange.github.io/StackExchange.Redis/Timeouts)\\\\\\\\n ---\\\\\\\\u003e StackExchange.Redis.RedisConnectionException: It was not possible to connect to the redis server(s). ConnectTimeout\\\\\\\\n --- End of inner exception stack trace ---\\\\\\\\n at Microsoft.Extensions.Caching.StackExchangeRedis.RedisCache.GetAndRefreshAsync(String key, Boolean getData, CancellationToken token)\\\\\\\\n at Microsoft.Extensions.Caching.StackExchangeRedis.RedisCache.GetAsync(String key, CancellationToken token)\\\\\\\\n at cartservice.cartstore.RedisCartStore.AddItemAsync(String userId, String productId, Int32 quantity) in /app/cartstore/RedisCartStore.cs:line 40\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"0329ceb8-524f-4612-9dec-8e81fc1fc89f\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"POST\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/cart\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"request error\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"51544460-d9ac-41c0-afe0-e7870f9379b5\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T07:47:37.624873629Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 1,\\n \\\"ratio\\\": 0.0034,\\n \\\"sample\\\": \\\"2026-01-02T15:46:35.003676241+08:00 {\\\\\\\"message\\\\\\\":\\\\\\\"Failed to fetch the name of the cluster in which the pod is runningmetadata: GCE metadata \\\\\\\\\\\\\\\"instance/attributes/cluster-name\\\\\\\\\\\\\\\" not defined\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T07:46:35.003560304Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 1,\\n \\\"ratio\\\": 0.0034,\\n \\\"sample\\\": \\\"2026-01-02T15:46:35.014162998+08:00 {\\\\\\\"message\\\\\\\":\\\\\\\"Failed to fetch the Zone of the node where the pod is scheduledmetadata: GCE metadata \\\\\\\\\\\\\\\"instance/zone\\\\\\\\\\\\\\\" not defined\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T07:46:35.014087403Z\\\\\\\"}\\\"\\n }\\n ]\\n}\"" + }, + { + "tool_name": "GetRecentLogs", + "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'cartservice', lines: 10}", + "output": [ + "2026-01-02T15:47:47.624681911+08:00 at Microsoft.Extensions.Caching.StackExchangeRedis.RedisCache.GetAndRefreshAsync(String key, Boolean getData, CancellationToken token)", + "2026-01-02T15:47:47.624684253+08:00 at Microsoft.Extensions.Caching.StackExchangeRedis.RedisCache.GetAsync(String key, CancellationToken token)", + "2026-01-02T15:47:47.624686431+08:00 at cartservice.cartstore.RedisCartStore.GetCartAsync(String userId) in /app/cartstore/RedisCartStore.cs:line 90' raised.", + "2026-01-02T15:47:47.624688435+08:00 info: Grpc.AspNetCore.Server.ServerCallHandler[7]", + "2026-01-02T15:47:47.624694962+08:00 Error status code 'FailedPrecondition' with detail 'Can't access cart storage. StackExchange.Redis.RedisConnectionException: The message timed out in the backlog attempting to send because no connection became available (5000ms) - Last Connection Exception: It was not possible to connect to the redis server(s). ConnectTimeout, command=HMGET, timeout: 5000, inst: 0, qu: 0, qs: 0, aw: False, bw: CheckingForTimeout, last-in: 0, cur-in: 0, sync-ops: 0, async-ops: 58, serverEndpoint: redis-cart:6379, conn-sec: n/a, aoc: 0, mc: 1/1/0, mgr: 10 of 10 available, clientName: cartservice-7c5f46fc47-s596z(SE.Redis-v2.7.27.49176), IOCP: (Busy=0,Free=1000,Min=1,Max=1000), WORKER: (Busy=4,Free=32763,Min=1,Max=32767), POOL: (Threads=9,QueuedItems=0,CompletedItems=483,Timers=3), v: 2.7.27.49176 (Please take a look at this article for some common client-side issues that can cause timeouts: https://stackexchange.github.io/StackExchange.Redis/Timeouts)", + "2026-01-02T15:47:47.624697358+08:00 ---> StackExchange.Redis.RedisConnectionException: It was not possible to connect to the redis server(s). ConnectTimeout", + "2026-01-02T15:47:47.624699369+08:00 --- End of inner exception stack trace ---", + "2026-01-02T15:47:47.624701614+08:00 at Microsoft.Extensions.Caching.StackExchangeRedis.RedisCache.GetAndRefreshAsync(String key, Boolean getData, CancellationToken token)", + "2026-01-02T15:47:47.624703642+08:00 at Microsoft.Extensions.Caching.StackExchangeRedis.RedisCache.GetAsync(String key, CancellationToken token)", + "2026-01-02T15:47:47.624705744+08:00 at cartservice.cartstore.RedisCartStore.GetCartAsync(String userId) in /app/cartstore/RedisCartStore.cs:line 90' raised." + ] + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'frontend', port: 80}", + "output": "=== Service frontend:80 Connectivity test report ===\nDebug Pod test results deployed on worker-01: frontend (10.68.79.170:80) open\nConnection Succeeded\nDebug Pod test results deployed on worker-02: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-03: frontend (10.68.79.170:80) open\nConnection Succeeded" + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'cartservice', port: 7070}", + "output": "=== Service cartservice:7070 Connectivity test report ===\nDebug Pod test results deployed on worker-01: cartservice (10.68.60.91:7070) open\nConnection Succeeded\nDebug Pod test results deployed on worker-02: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-03: cartservice (10.68.60.91:7070) open\nConnection Succeeded" + }, + { + "tool_name": "CheckNodeServiceStatus", + "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-02', service_name: 'kube-proxy'}", + "output": "Service: kube-proxy\nNode: worker-02\nStatus: ○ kube-proxy.service - Kubernetes Kube-Proxy Server\n Loaded: loaded (/etc/systemd/system/kube-proxy.service; enabled; vendor preset: enabled)\n Active: inactive (dead) since Fri 2026-01-02 15:46:13 CST; 4min 12s ago\n Docs: https://github.com/GoogleCloudPlatform/kubernetes\n Process: 168664 ExecStart=/opt/kube/bin/kube-proxy --config=/var/lib/kube-proxy/kube-proxy-config.yaml (code=killed, signal=TERM)\n Main PID: 168664 (code=killed, signal=TERM)\n CPU: 13.180s\n\nJan 02 15:28:21 worker-02 kube-proxy[168664]: I0102 15:28:21.670907 168664 shared_informer.go:313] Waiting for caches to sync for node config\nJan 02 15:28:21 worker-02 kube-proxy[168664]: I0102 15:28:21.670851 168664 config.go:105] \"Starting endpoint slice config controller\"\nJan 02 15:28:21 worker-02 kube-proxy[168664]: I0102 15:28:21.670944 168664 shared_informer.go:313] Waiting for caches to sync for endpoint slice config\nJan 02 15:28:21 worker-02 kube-proxy[168664]: I0102 15:28:21.771867 168664 shared_informer.go:320] Caches are synced for endpoint slice config\nJan 02 15:28:21 worker-02 kube-proxy[168664]: I0102 15:28:21.771892 168664 shared_informer.go:320] Caches are synced for node config\nJan 02 15:28:21 worker-02 kube-proxy[168664]: I0102 15:28:21.771872 168664 shared_informer.go:320] Caches are synced for service config\nJan 02 15:46:13 worker-02 systemd[1]: Stopping Kubernetes Kube-Proxy Server...\nJan 02 15:46:13 worker-02 systemd[1]: kube-proxy.service: Deactivated successfully.\nJan 02 15:46:13 worker-02 systemd[1]: Stopped Kubernetes Kube-Proxy Server.\nJan 02 15:46:13 worker-02 systemd[1]: kube-proxy.service: Consumed 13.180s CPU time." + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/infrastructure/12/path2.json b/golden-trajectory/boutique/infrastructure/12/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..32164a3da36fb2a1066194d3bbeeb4bbd33dd2ad --- /dev/null +++ b/golden-trajectory/boutique/infrastructure/12/path2.json @@ -0,0 +1,144 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetClusterConfiguration", + "CheckServiceConnectivity", + "CheckServiceConnectivity", + "CheckNodeServiceStatus" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE IP NODE NOMINATED NODE READINESS GATES\nadservice-d68dfc56-4v4j5 1/1 Running 0 73s 172.20.2.201 worker-02 \ncartservice-7c5f46fc47-s596z 1/1 Running 0 73s 172.20.2.200 worker-02 \ncheckoutservice-dbcdcb5fb-sjcpc 1/1 Running 0 72s 172.20.2.203 worker-02 \ncurrencyservice-5cd6467fc4-jggws 1/1 Running 0 72s 172.20.2.204 worker-02 \nemailservice-7dc7d85bcb-jhg9j 1/1 Running 0 72s 172.20.2.202 worker-02 \nfrontend-6778bd7b8b-jm6t9 1/1 Running 0 72s 172.20.1.170 worker-01 \npaymentservice-869f9f96cd-rpp26 1/1 Running 0 72s 172.20.1.171 worker-01 \nproductcatalogservice-6fb89f98f8-bmq6m 1/1 Running 0 73s 172.20.1.169 worker-01 \nrecommendationservice-54dfdd6986-26nk5 1/1 Running 0 71s 172.20.2.205 worker-02 \nredis-cart-58649b5469-79mcv 1/1 Running 0 71s 172.20.1.173 worker-01 \nshippingservice-674c8c548d-x7gfq 1/1 Running 0 71s 172.20.1.172 worker-01 \n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME ENDPOINTS AGE\nadservice 172.20.2.201:9555 91s\ncartservice 172.20.2.200:7070 91s\ncheckoutservice 172.20.2.203:5050 90s\ncurrencyservice 172.20.2.204:7000 90s\nemailservice 172.20.2.202:8080 90s\nfrontend 172.20.1.170:8080 90s\nfrontend-external 172.20.1.170:8080 90s\npaymentservice 172.20.1.171:50051 90s\nproductcatalogservice 172.20.1.169:3550 91s\nrecommendationservice 172.20.2.205:8080 89s\nredis-cart 172.20.1.173:6379 89s\nshippingservice 172.20.1.172:50051 89s\n" + }, + { + "tool_name": "GetClusterConfiguration", + "calling": "tool_name='GetClusterConfiguration' arguments={}", + "output": { + "node_count": 4, + "nodes": [ + { + "name": "master", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [ + "node.kubernetes.io/unschedulable:NoSchedule" + ], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "master", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "master" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-01", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-01", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671352Ki" + } + }, + { + "name": "worker-02", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-02", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-03", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-03", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + } + ] + } + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'frontend', port: 80}", + "output": "=== Service frontend:80 Connectivity test report ===\nDebug Pod test results deployed on worker-01: frontend (10.68.79.170:80) open\nConnection Succeeded\nDebug Pod test results deployed on worker-02: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-03: frontend (10.68.79.170:80) open\nConnection Succeeded" + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'adservice', port: 9555}", + "output": "=== Service adservice:9555 Connectivity test report ===\nDebug Pod test results deployed on worker-01: adservice (10.68.140.114:9555) open\nConnection Succeeded\nDebug Pod test results deployed on worker-02: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-03: adservice (10.68.140.114:9555) open\nConnection Succeeded" + }, + { + "tool_name": "CheckNodeServiceStatus", + "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-02', service_name: 'kube-proxy'}", + "output": "Service: kube-proxy\nNode: worker-02\nStatus: ○ kube-proxy.service - Kubernetes Kube-Proxy Server\n Loaded: loaded (/etc/systemd/system/kube-proxy.service; enabled; vendor preset: enabled)\n Active: inactive (dead) since Fri 2026-01-02 15:46:13 CST; 4min 12s ago\n Docs: https://github.com/GoogleCloudPlatform/kubernetes\n Process: 168664 ExecStart=/opt/kube/bin/kube-proxy --config=/var/lib/kube-proxy/kube-proxy-config.yaml (code=killed, signal=TERM)\n Main PID: 168664 (code=killed, signal=TERM)\n CPU: 13.180s\n\nJan 02 15:28:21 worker-02 kube-proxy[168664]: I0102 15:28:21.670907 168664 shared_informer.go:313] Waiting for caches to sync for node config\nJan 02 15:28:21 worker-02 kube-proxy[168664]: I0102 15:28:21.670851 168664 config.go:105] \"Starting endpoint slice config controller\"\nJan 02 15:28:21 worker-02 kube-proxy[168664]: I0102 15:28:21.670944 168664 shared_informer.go:313] Waiting for caches to sync for endpoint slice config\nJan 02 15:28:21 worker-02 kube-proxy[168664]: I0102 15:28:21.771867 168664 shared_informer.go:320] Caches are synced for endpoint slice config\nJan 02 15:28:21 worker-02 kube-proxy[168664]: I0102 15:28:21.771892 168664 shared_informer.go:320] Caches are synced for node config\nJan 02 15:28:21 worker-02 kube-proxy[168664]: I0102 15:28:21.771872 168664 shared_informer.go:320] Caches are synced for service config\nJan 02 15:46:13 worker-02 systemd[1]: Stopping Kubernetes Kube-Proxy Server...\nJan 02 15:46:13 worker-02 systemd[1]: kube-proxy.service: Deactivated successfully.\nJan 02 15:46:13 worker-02 systemd[1]: Stopped Kubernetes Kube-Proxy Server.\nJan 02 15:46:13 worker-02 systemd[1]: kube-proxy.service: Consumed 13.180s CPU time." + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/infrastructure/13/path1.json b/golden-trajectory/boutique/infrastructure/13/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..b576e7fa9a6389d6ed1149e7a1f8b16cb88fe59b --- /dev/null +++ b/golden-trajectory/boutique/infrastructure/13/path1.json @@ -0,0 +1,284 @@ +{ + "statistics": { + "valid_tool_call_count": 13, + "total_trace_steps": 13, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetClusterConfiguration", + "CheckServiceConnectivity", + "CheckServiceConnectivity", + "CheckNodeServiceStatus", + "GetResources", + "GetResources", + "GetResources", + "GetClusterConfiguration", + "CheckServiceConnectivity", + "CheckServiceConnectivity", + "CheckNodeServiceStatus" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE IP NODE NOMINATED NODE READINESS GATES\nadservice-d68dfc56-fjwch 1/1 Running 0 72s 172.20.1.187 worker-01 \ncartservice-7c5f46fc47-jz76b 1/1 Running 0 73s 172.20.2.219 worker-02 \ncheckoutservice-dbcdcb5fb-s8gff 1/1 Running 0 72s 172.20.1.188 worker-01 \ncurrencyservice-5cd6467fc4-nn57w 1/1 Running 0 72s 172.20.2.222 worker-02 \nemailservice-7dc7d85bcb-kjxqs 1/1 Running 0 72s 172.20.2.220 worker-02 \nfrontend-6778bd7b8b-k9hrh 1/1 Running 0 74s 172.20.2.217 worker-02 \npaymentservice-869f9f96cd-xwz4b 1/1 Running 0 72s 172.20.2.221 worker-02 \nproductcatalogservice-6fb89f98f8-2v4m9 1/1 Running 0 73s 172.20.1.185 worker-01 \nrecommendationservice-54dfdd6986-2nwmw 1/1 Running 0 71s 172.20.2.223 worker-02 \nredis-cart-58649b5469-df8f9 1/1 Running 0 73s 172.20.1.186 worker-01 \nshippingservice-674c8c548d-trm4m 1/1 Running 0 73s 172.20.2.218 worker-02 \n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME ENDPOINTS AGE\nadservice 172.20.1.187:9555 89s\ncartservice 172.20.2.219:7070 90s\ncheckoutservice 172.20.1.188:5050 89s\ncurrencyservice 172.20.2.222:7000 89s\nemailservice 172.20.2.220:8080 90s\nfrontend 172.20.2.217:8080 91s\nfrontend-external 172.20.2.217:8080 91s\npaymentservice 172.20.2.221:50051 89s\nproductcatalogservice 172.20.1.185:3550 90s\nrecommendationservice 172.20.2.223:8080 89s\nredis-cart 172.20.1.186:6379 90s\nshippingservice 172.20.2.218:50051 90s\n" + }, + { + "tool_name": "GetClusterConfiguration", + "calling": "tool_name='GetClusterConfiguration' arguments={}", + "output": { + "node_count": 4, + "nodes": [ + { + "name": "master", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [ + "node.kubernetes.io/unschedulable:NoSchedule" + ], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "master", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "master" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-01", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-01", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671352Ki" + } + }, + { + "name": "worker-02", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-02", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-03", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-03", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + } + ] + } + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'frontend', port: 80}", + "output": "=== Service frontend:80 Connectivity test report ===\nDebug Pod test results deployed on worker-01: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-02: frontend (10.68.18.216:80) open\nConnection Succeeded\nDebug Pod test results deployed on worker-03: frontend (10.68.18.216:80) open\nConnection Succeeded" + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'checkoutservice', port: 5050}", + "output": "=== Service checkoutservice:5050 Connectivity test report ===\nDebug Pod test results deployed on worker-01: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-02: checkoutservice (10.68.47.113:5050) open\nConnection Succeeded\nDebug Pod test results deployed on worker-03: checkoutservice (10.68.47.113:5050) open\nConnection Succeeded" + }, + { + "tool_name": "CheckNodeServiceStatus", + "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kube-proxy'}", + "output": "Service: kube-proxy\nNode: worker-01\nStatus: ○ kube-proxy.service - Kubernetes Kube-Proxy Server\n Loaded: loaded (/etc/systemd/system/kube-proxy.service; enabled; vendor preset: enabled)\n Active: inactive (dead) since Fri 2026-01-02 15:51:11 CST; 4min 17s ago\n Docs: https://github.com/GoogleCloudPlatform/kubernetes\n Process: 186122 ExecStart=/opt/kube/bin/kube-proxy --config=/var/lib/kube-proxy/kube-proxy-config.yaml (code=killed, signal=TERM)\n Main PID: 186122 (code=killed, signal=TERM)\n CPU: 4.089s\n\nJan 02 15:45:38 worker-01 kube-proxy[186122]: I0102 15:45:38.677339 186122 shared_informer.go:313] Waiting for caches to sync for endpoint slice config\nJan 02 15:45:38 worker-01 kube-proxy[186122]: I0102 15:45:38.677342 186122 config.go:199] \"Starting service config controller\"\nJan 02 15:45:38 worker-01 kube-proxy[186122]: I0102 15:45:38.677371 186122 shared_informer.go:313] Waiting for caches to sync for service config\nJan 02 15:45:38 worker-01 kube-proxy[186122]: I0102 15:45:38.777458 186122 shared_informer.go:320] Caches are synced for endpoint slice config\nJan 02 15:45:38 worker-01 kube-proxy[186122]: I0102 15:45:38.777544 186122 shared_informer.go:320] Caches are synced for node config\nJan 02 15:45:38 worker-01 kube-proxy[186122]: I0102 15:45:38.777619 186122 shared_informer.go:320] Caches are synced for service config\nJan 02 15:51:11 worker-01 systemd[1]: Stopping Kubernetes Kube-Proxy Server...\nJan 02 15:51:11 worker-01 systemd[1]: kube-proxy.service: Deactivated successfully.\nJan 02 15:51:11 worker-01 systemd[1]: Stopped Kubernetes Kube-Proxy Server.\nJan 02 15:51:11 worker-01 systemd[1]: kube-proxy.service: Consumed 4.089s CPU time." + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE IP NODE NOMINATED NODE READINESS GATES\nadservice-d68dfc56-fjwch 1/1 Running 0 72s 172.20.1.187 worker-01 \ncartservice-7c5f46fc47-jz76b 1/1 Running 0 73s 172.20.2.219 worker-02 \ncheckoutservice-dbcdcb5fb-s8gff 1/1 Running 0 72s 172.20.1.188 worker-01 \ncurrencyservice-5cd6467fc4-nn57w 1/1 Running 0 72s 172.20.2.222 worker-02 \nemailservice-7dc7d85bcb-kjxqs 1/1 Running 0 72s 172.20.2.220 worker-02 \nfrontend-6778bd7b8b-k9hrh 1/1 Running 0 74s 172.20.2.217 worker-02 \npaymentservice-869f9f96cd-xwz4b 1/1 Running 0 72s 172.20.2.221 worker-02 \nproductcatalogservice-6fb89f98f8-2v4m9 1/1 Running 0 73s 172.20.1.185 worker-01 \nrecommendationservice-54dfdd6986-2nwmw 1/1 Running 0 71s 172.20.2.223 worker-02 \nredis-cart-58649b5469-df8f9 1/1 Running 0 73s 172.20.1.186 worker-01 \nshippingservice-674c8c548d-trm4m 1/1 Running 0 73s 172.20.2.218 worker-02 \n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'svc', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.5.100 9555/TCP 75s\ncartservice ClusterIP 10.68.106.186 7070/TCP 76s\ncheckoutservice ClusterIP 10.68.47.113 5050/TCP 75s\ncurrencyservice ClusterIP 10.68.25.113 7000/TCP 75s\nemailservice ClusterIP 10.68.93.195 5000/TCP 76s\nfrontend ClusterIP 10.68.18.216 80/TCP 77s\nfrontend-external NodePort 10.68.21.105 80:30080/TCP 77s\npaymentservice ClusterIP 10.68.101.196 50051/TCP 75s\nproductcatalogservice ClusterIP 10.68.252.38 3550/TCP 76s\nrecommendationservice ClusterIP 10.68.39.42 8080/TCP 75s\nredis-cart ClusterIP 10.68.138.58 6379/TCP 76s\nshippingservice ClusterIP 10.68.205.212 50051/TCP 76s\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME ENDPOINTS AGE\nadservice 172.20.1.187:9555 89s\ncartservice 172.20.2.219:7070 90s\ncheckoutservice 172.20.1.188:5050 89s\ncurrencyservice 172.20.2.222:7000 89s\nemailservice 172.20.2.220:8080 90s\nfrontend 172.20.2.217:8080 91s\nfrontend-external 172.20.2.217:8080 91s\npaymentservice 172.20.2.221:50051 89s\nproductcatalogservice 172.20.1.185:3550 90s\nrecommendationservice 172.20.2.223:8080 89s\nredis-cart 172.20.1.186:6379 90s\nshippingservice 172.20.2.218:50051 90s\n" + }, + { + "tool_name": "GetClusterConfiguration", + "calling": "tool_name='GetClusterConfiguration' arguments={}", + "output": { + "node_count": 4, + "nodes": [ + { + "name": "master", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [ + "node.kubernetes.io/unschedulable:NoSchedule" + ], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "master", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "master" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-01", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-01", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671352Ki" + } + }, + { + "name": "worker-02", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-02", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-03", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-03", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + } + ] + } + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'frontend', port: 80}", + "output": "=== Service frontend:80 Connectivity test report ===\nDebug Pod test results deployed on worker-01: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-02: frontend (10.68.18.216:80) open\nConnection Succeeded\nDebug Pod test results deployed on worker-03: frontend (10.68.18.216:80) open\nConnection Succeeded" + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'adservice', port: 9555}", + "output": "=== Service adservice:9555 Connectivity test report ===\nDebug Pod test results deployed on worker-01: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-02: adservice (10.68.5.100:9555) open\nConnection Succeeded\nDebug Pod test results deployed on worker-03: adservice (10.68.5.100:9555) open\nConnection Succeeded" + }, + { + "tool_name": "CheckNodeServiceStatus", + "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kube-proxy'}", + "output": "Service: kube-proxy\nNode: worker-01\nStatus: ○ kube-proxy.service - Kubernetes Kube-Proxy Server\n Loaded: loaded (/etc/systemd/system/kube-proxy.service; enabled; vendor preset: enabled)\n Active: inactive (dead) since Fri 2026-01-02 15:51:11 CST; 4min 17s ago\n Docs: https://github.com/GoogleCloudPlatform/kubernetes\n Process: 186122 ExecStart=/opt/kube/bin/kube-proxy --config=/var/lib/kube-proxy/kube-proxy-config.yaml (code=killed, signal=TERM)\n Main PID: 186122 (code=killed, signal=TERM)\n CPU: 4.089s\n\nJan 02 15:45:38 worker-01 kube-proxy[186122]: I0102 15:45:38.677339 186122 shared_informer.go:313] Waiting for caches to sync for endpoint slice config\nJan 02 15:45:38 worker-01 kube-proxy[186122]: I0102 15:45:38.677342 186122 config.go:199] \"Starting service config controller\"\nJan 02 15:45:38 worker-01 kube-proxy[186122]: I0102 15:45:38.677371 186122 shared_informer.go:313] Waiting for caches to sync for service config\nJan 02 15:45:38 worker-01 kube-proxy[186122]: I0102 15:45:38.777458 186122 shared_informer.go:320] Caches are synced for endpoint slice config\nJan 02 15:45:38 worker-01 kube-proxy[186122]: I0102 15:45:38.777544 186122 shared_informer.go:320] Caches are synced for node config\nJan 02 15:45:38 worker-01 kube-proxy[186122]: I0102 15:45:38.777619 186122 shared_informer.go:320] Caches are synced for service config\nJan 02 15:51:11 worker-01 systemd[1]: Stopping Kubernetes Kube-Proxy Server...\nJan 02 15:51:11 worker-01 systemd[1]: kube-proxy.service: Deactivated successfully.\nJan 02 15:51:11 worker-01 systemd[1]: Stopped Kubernetes Kube-Proxy Server.\nJan 02 15:51:11 worker-01 systemd[1]: kube-proxy.service: Consumed 4.089s CPU time." + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/infrastructure/13/path2.json b/golden-trajectory/boutique/infrastructure/13/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..b83884e523f9edab58bd5737a1bf7f2a896cc8b7 --- /dev/null +++ b/golden-trajectory/boutique/infrastructure/13/path2.json @@ -0,0 +1,168 @@ +{ + "statistics": { + "valid_tool_call_count": 10, + "total_trace_steps": 10, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetResources", + "GetResources", + "GetClusterConfiguration", + "CheckServiceConnectivity", + "CheckServiceConnectivity", + "CheckServiceConnectivity", + "DescribeResource", + "CheckNodeServiceStatus" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE IP NODE NOMINATED NODE READINESS GATES\nadservice-d68dfc56-fjwch 1/1 Running 0 72s 172.20.1.187 worker-01 \ncartservice-7c5f46fc47-jz76b 1/1 Running 0 73s 172.20.2.219 worker-02 \ncheckoutservice-dbcdcb5fb-s8gff 1/1 Running 0 72s 172.20.1.188 worker-01 \ncurrencyservice-5cd6467fc4-nn57w 1/1 Running 0 72s 172.20.2.222 worker-02 \nemailservice-7dc7d85bcb-kjxqs 1/1 Running 0 72s 172.20.2.220 worker-02 \nfrontend-6778bd7b8b-k9hrh 1/1 Running 0 74s 172.20.2.217 worker-02 \npaymentservice-869f9f96cd-xwz4b 1/1 Running 0 72s 172.20.2.221 worker-02 \nproductcatalogservice-6fb89f98f8-2v4m9 1/1 Running 0 73s 172.20.1.185 worker-01 \nrecommendationservice-54dfdd6986-2nwmw 1/1 Running 0 71s 172.20.2.223 worker-02 \nredis-cart-58649b5469-df8f9 1/1 Running 0 73s 172.20.1.186 worker-01 \nshippingservice-674c8c548d-trm4m 1/1 Running 0 73s 172.20.2.218 worker-02 \n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'frontend-6778bd7b8b-k9hrh'}", + "output": "Name: frontend-6778bd7b8b-k9hrh\nNamespace: boutique\nPriority: 0\nService Account: frontend\nNode: worker-02/192.168.0.53\nStart Time: Fri, 02 Jan 2026 15:51:31 +0800\nLabels: app=frontend\n pod-template-hash=6778bd7b8b\nAnnotations: sidecar.istio.io/rewriteAppHTTPProbers: true\nStatus: Running\nIP: 172.20.2.217\nIPs:\n IP: 172.20.2.217\nControlled By: ReplicaSet/frontend-6778bd7b8b\nContainers:\n server:\n Container ID: containerd://731066fa35c0ce2c74270303f15bde015e3df18336752fcbca3d713bab98c0b4\n Image: us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\n Image ID: us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend@sha256:83f44050fc5ea5999ea04a940e687d7bd5ad357fcf6e6f5944e5e32de006bbdb\n Port: 8080/TCP\n Host Port: 0/TCP\n State: Running\n Started: Fri, 02 Jan 2026 15:51:32 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Environment:\n PORT: 8080\n PRODUCT_CATALOG_SERVICE_ADDR: productcatalogservice:3550\n CURRENCY_SERVICE_ADDR: currencyservice:7000\n CART_SERVICE_ADDR: cartservice:7070\n RECOMMENDATION_SERVICE_ADDR: recommendationservice:8080\n SHIPPING_SERVICE_ADDR: shippingservice:50051\n CHECKOUT_SERVICE_ADDR: checkoutservice:5050\n AD_SERVICE_ADDR: adservice:9555\n SHOPPING_ASSISTANT_SERVICE_ADDR: shoppingassistantservice:80\n ENABLE_PROFILER: 0\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-tlf24 (ro)\nConditions:\n Type Status\n PodReadyToStartContainers True \n Initialized True \n Ready True \n ContainersReady True \n PodScheduled True \nVolumes:\n kube-api-access-tlf24:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 75s default-scheduler Successfully assigned boutique/frontend-6778bd7b8b-k9hrh to worker-02\n Normal Pulled 74s kubelet Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\" already present on machine\n Normal Created 74s kubelet Created container server\n Normal Started 74s kubelet Started container server\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME ENDPOINTS AGE\nadservice 172.20.1.187:9555 89s\ncartservice 172.20.2.219:7070 90s\ncheckoutservice 172.20.1.188:5050 89s\ncurrencyservice 172.20.2.222:7000 89s\nemailservice 172.20.2.220:8080 90s\nfrontend 172.20.2.217:8080 91s\nfrontend-external 172.20.2.217:8080 91s\npaymentservice 172.20.2.221:50051 89s\nproductcatalogservice 172.20.1.185:3550 90s\nrecommendationservice 172.20.2.223:8080 89s\nredis-cart 172.20.1.186:6379 90s\nshippingservice 172.20.2.218:50051 90s\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'svc', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.5.100 9555/TCP 75s\ncartservice ClusterIP 10.68.106.186 7070/TCP 76s\ncheckoutservice ClusterIP 10.68.47.113 5050/TCP 75s\ncurrencyservice ClusterIP 10.68.25.113 7000/TCP 75s\nemailservice ClusterIP 10.68.93.195 5000/TCP 76s\nfrontend ClusterIP 10.68.18.216 80/TCP 77s\nfrontend-external NodePort 10.68.21.105 80:30080/TCP 77s\npaymentservice ClusterIP 10.68.101.196 50051/TCP 75s\nproductcatalogservice ClusterIP 10.68.252.38 3550/TCP 76s\nrecommendationservice ClusterIP 10.68.39.42 8080/TCP 75s\nredis-cart ClusterIP 10.68.138.58 6379/TCP 76s\nshippingservice ClusterIP 10.68.205.212 50051/TCP 76s\n" + }, + { + "tool_name": "GetClusterConfiguration", + "calling": "tool_name='GetClusterConfiguration' arguments={}", + "output": { + "node_count": 4, + "nodes": [ + { + "name": "master", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [ + "node.kubernetes.io/unschedulable:NoSchedule" + ], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "master", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "master" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-01", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-01", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671352Ki" + } + }, + { + "name": "worker-02", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-02", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-03", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-03", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + } + ] + } + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'frontend', port: 80}", + "output": "=== Service frontend:80 Connectivity test report ===\nDebug Pod test results deployed on worker-01: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-02: frontend (10.68.18.216:80) open\nConnection Succeeded\nDebug Pod test results deployed on worker-03: frontend (10.68.18.216:80) open\nConnection Succeeded" + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'paymentservice', port: 50051}", + "output": "=== Service paymentservice:50051 Connectivity test report ===\nDebug Pod test results deployed on worker-01: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-02: paymentservice (10.68.101.196:50051) open\nConnection Succeeded\nDebug Pod test results deployed on worker-03: paymentservice (10.68.101.196:50051) open\nConnection Succeeded" + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'adservice', port: 9555}", + "output": "=== Service adservice:9555 Connectivity test report ===\nDebug Pod test results deployed on worker-01: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-02: adservice (10.68.5.100:9555) open\nConnection Succeeded\nDebug Pod test results deployed on worker-03: adservice (10.68.5.100:9555) open\nConnection Succeeded" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-01'}", + "output": "Name: worker-01\nRoles: node\nLabels: beta.kubernetes.io/arch=amd64\n beta.kubernetes.io/os=linux\n kubernetes.io/arch=amd64\n kubernetes.io/hostname=worker-01\n kubernetes.io/os=linux\n kubernetes.io/role=node\nAnnotations: flannel.alpha.coreos.com/backend-data: {\"VNI\":1,\"VtepMAC\":\"9e:19:95:44:a0:9c\"}\n flannel.alpha.coreos.com/backend-type: vxlan\n flannel.alpha.coreos.com/kube-subnet-manager: true\n flannel.alpha.coreos.com/public-ip: 192.168.0.222\n node.alpha.kubernetes.io/ttl: 0\n volumes.kubernetes.io/controller-managed-attach-detach: true\nCreationTimestamp: Mon, 11 Aug 2025 15:49:09 +0800\nTaints: \nUnschedulable: false\nLease:\n HolderIdentity: worker-01\n AcquireTime: \n RenewTime: Fri, 02 Jan 2026 15:53:07 +0800\nConditions:\n Type Status LastHeartbeatTime LastTransitionTime Reason Message\n ---- ------ ----------------- ------------------ ------ -------\n NetworkUnavailable False Fri, 02 Jan 2026 11:52:43 +0800 Fri, 02 Jan 2026 11:52:43 +0800 FlannelIsUp Flannel is running on this node\n MemoryPressure False Fri, 02 Jan 2026 15:52:24 +0800 Thu, 11 Dec 2025 11:32:48 +0800 KubeletHasSufficientMemory kubelet has sufficient memory available\n DiskPressure False Fri, 02 Jan 2026 15:52:24 +0800 Thu, 11 Dec 2025 11:32:48 +0800 KubeletHasNoDiskPressure kubelet has no disk pressure\n PIDPressure False Fri, 02 Jan 2026 15:52:24 +0800 Thu, 11 Dec 2025 11:32:48 +0800 KubeletHasSufficientPID kubelet has sufficient PID available\n Ready True Fri, 02 Jan 2026 15:52:24 +0800 Fri, 02 Jan 2026 13:09:11 +0800 KubeletReady kubelet is posting ready status\nAddresses:\n InternalIP: 192.168.0.222\n Hostname: worker-01\nCapacity:\n cpu: 8\n ephemeral-storage: 103084600Ki\n hugepages-1Gi: 0\n hugepages-2Mi: 0\n memory: 15978552Ki\n pods: 110\nAllocatable:\n cpu: 8\n ephemeral-storage: 95002767203\n hugepages-1Gi: 0\n hugepages-2Mi: 0\n memory: 15671352Ki\n pods: 110\nSystem Info:\n Machine ID: 9c21ae206bb84c18b004394392724faa\n System UUID: 79b4ce45-0707-43df-8b9e-b105ebfaf517\n Boot ID: a8017f69-854d-4ac1-aa3d-9b13819c79d0\n Kernel Version: 5.15.0-138-generic\n OS Image: Ubuntu 22.04.5 LTS\n Operating System: linux\n Architecture: amd64\n Container Runtime Version: containerd://1.7.23\n Kubelet Version: v1.31.2\n Kube-Proxy Version: v1.31.2\nPodCIDR: 172.20.1.0/24\nPodCIDRs: 172.20.1.0/24\nNon-terminated Pods: (12 in total)\n Namespace Name CPU Requests CPU Limits Memory Requests Memory Limits Age\n --------- ---- ------------ ---------- --------------- ------------- ---\n boutique adservice-d68dfc56-fjwch 100m (1%) 200m (2%) 200Mi (1%) 300Mi (1%) 95s\n boutique checkoutservice-dbcdcb5fb-s8gff 100m (1%) 200m (2%) 64Mi (0%) 128Mi (0%) 95s\n boutique productcatalogservice-6fb89f98f8-2v4m9 100m (1%) 200m (2%) 64Mi (0%) 128Mi (0%) 96s\n boutique redis-cart-58649b5469-df8f9 100m (1%) 200m (2%) 64Mi (0%) 128Mi (0%) 96s\n chaosblade chaosblade-tool-s8w48 0 (0%) 0 (0%) 0 (0%) 0 (0%) 48d\n istio-system grafana-58df5dd565-gv95b 0 (0%) 0 (0%) 0 (0%) 0 (0%) 11d\n istio-system istio-cni-node-bjkpf 100m (1%) 0 (0%) 100Mi (0%) 0 (0%) 66d\n istio-system ztunnel-9jv5r 200m (2%) 0 (0%) 512Mi (3%) 0 (0%) 66d\n kube-system kube-flannel-ds-v9qhx 100m (1%) 0 (0%) 50Mi (0%) 0 (0%) 48d\n kube-system node-local-dns-2ljtx 25m (0%) 0 (0%) 5Mi (0%) 0 (0%) 144d\n monitor cadvisor-pscz2 0 (0%) 0 (0%) 0 (0%) 0 (0%) 48d\n monitor node-exporter-psg6r 0 (0%) 0 (0%) 0 (0%) 0 (0%) 48d\nAllocated resources:\n (Total limits may be over 100 percent, i.e., overcommitted.)\n Resource Requests Limits\n -------- -------- ------\n cpu 825m (10%) 800m (10%)\n memory 1059Mi (6%) 684Mi (4%)\n ephemeral-storage 0 (0%) 0 (0%)\n hugepages-1Gi 0 (0%) 0 (0%)\n hugepages-2Mi 0 (0%) 0 (0%)\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Starting 60m kube-proxy \n Normal Starting 31m kube-proxy \n Normal Starting 28m kube-proxy \n Normal Starting 21m kube-proxy \n Normal Starting 19m kube-proxy \n Normal Starting 14m kube-proxy \n Normal Starting 7m30s kube-proxy \n" + }, + { + "tool_name": "CheckNodeServiceStatus", + "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kube-proxy'}", + "output": "Service: kube-proxy\nNode: worker-01\nStatus: ○ kube-proxy.service - Kubernetes Kube-Proxy Server\n Loaded: loaded (/etc/systemd/system/kube-proxy.service; enabled; vendor preset: enabled)\n Active: inactive (dead) since Fri 2026-01-02 15:51:11 CST; 4min 17s ago\n Docs: https://github.com/GoogleCloudPlatform/kubernetes\n Process: 186122 ExecStart=/opt/kube/bin/kube-proxy --config=/var/lib/kube-proxy/kube-proxy-config.yaml (code=killed, signal=TERM)\n Main PID: 186122 (code=killed, signal=TERM)\n CPU: 4.089s\n\nJan 02 15:45:38 worker-01 kube-proxy[186122]: I0102 15:45:38.677339 186122 shared_informer.go:313] Waiting for caches to sync for endpoint slice config\nJan 02 15:45:38 worker-01 kube-proxy[186122]: I0102 15:45:38.677342 186122 config.go:199] \"Starting service config controller\"\nJan 02 15:45:38 worker-01 kube-proxy[186122]: I0102 15:45:38.677371 186122 shared_informer.go:313] Waiting for caches to sync for service config\nJan 02 15:45:38 worker-01 kube-proxy[186122]: I0102 15:45:38.777458 186122 shared_informer.go:320] Caches are synced for endpoint slice config\nJan 02 15:45:38 worker-01 kube-proxy[186122]: I0102 15:45:38.777544 186122 shared_informer.go:320] Caches are synced for node config\nJan 02 15:45:38 worker-01 kube-proxy[186122]: I0102 15:45:38.777619 186122 shared_informer.go:320] Caches are synced for service config\nJan 02 15:51:11 worker-01 systemd[1]: Stopping Kubernetes Kube-Proxy Server...\nJan 02 15:51:11 worker-01 systemd[1]: kube-proxy.service: Deactivated successfully.\nJan 02 15:51:11 worker-01 systemd[1]: Stopped Kubernetes Kube-Proxy Server.\nJan 02 15:51:11 worker-01 systemd[1]: kube-proxy.service: Consumed 4.089s CPU time." + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/infrastructure/14/path1.json b/golden-trajectory/boutique/infrastructure/14/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..58dd07685390b6ff878bea6146b0850605e2c39e --- /dev/null +++ b/golden-trajectory/boutique/infrastructure/14/path1.json @@ -0,0 +1,150 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetResources", + "GetClusterConfiguration", + "CheckServiceConnectivity", + "CheckServiceConnectivity", + "CheckNodeServiceStatus" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE IP NODE NOMINATED NODE READINESS GATES\nadservice-d68dfc56-r2w4m 1/1 Running 0 72s 172.20.2.3 worker-02 \ncartservice-7c5f46fc47-wlzxf 1/1 Running 0 73s 172.20.2.2 worker-02 \ncheckoutservice-dbcdcb5fb-sh5w5 1/1 Running 0 72s 172.20.2.4 worker-02 \ncurrencyservice-5cd6467fc4-njwvc 1/1 Running 0 71s 172.20.1.218 worker-01 \nemailservice-7dc7d85bcb-8jft2 1/1 Running 0 73s 172.20.2.253 worker-02 \nfrontend-6778bd7b8b-6dlql 1/1 Running 0 71s 172.20.2.6 worker-02 \npaymentservice-869f9f96cd-m5jpz 1/1 Running 0 73s 172.20.1.215 worker-01 \nproductcatalogservice-6fb89f98f8-sjvgj 1/1 Running 0 73s 172.20.2.254 worker-02 \nrecommendationservice-54dfdd6986-rbvmg 1/1 Running 0 73s 172.20.1.216 worker-01 \nredis-cart-58649b5469-tthdt 1/1 Running 0 72s 172.20.1.217 worker-01 \nshippingservice-674c8c548d-mb69s 1/1 Running 0 72s 172.20.2.5 worker-02 \n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'svc', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.89.252 9555/TCP 75s\ncartservice ClusterIP 10.68.156.27 7070/TCP 76s\ncheckoutservice ClusterIP 10.68.176.74 5050/TCP 75s\ncurrencyservice ClusterIP 10.68.192.252 7000/TCP 75s\nemailservice ClusterIP 10.68.124.17 5000/TCP 76s\nfrontend ClusterIP 10.68.10.34 80/TCP 74s\nfrontend-external NodePort 10.68.37.111 80:30080/TCP 74s\npaymentservice ClusterIP 10.68.241.70 50051/TCP 76s\nproductcatalogservice ClusterIP 10.68.54.111 3550/TCP 76s\nrecommendationservice ClusterIP 10.68.1.131 8080/TCP 76s\nredis-cart ClusterIP 10.68.255.189 6379/TCP 75s\nshippingservice ClusterIP 10.68.170.11 50051/TCP 75s\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME ENDPOINTS AGE\nadservice 172.20.2.3:9555 89s\ncartservice 172.20.2.2:7070 90s\ncheckoutservice 172.20.2.4:5050 89s\ncurrencyservice 172.20.1.218:7000 89s\nemailservice 172.20.2.253:8080 90s\nfrontend 172.20.2.6:8080 88s\nfrontend-external 172.20.2.6:8080 88s\npaymentservice 172.20.1.215:50051 90s\nproductcatalogservice 172.20.2.254:3550 90s\nrecommendationservice 172.20.1.216:8080 90s\nredis-cart 172.20.1.217:6379 89s\nshippingservice 172.20.2.5:50051 89s\n" + }, + { + "tool_name": "GetClusterConfiguration", + "calling": "tool_name='GetClusterConfiguration' arguments={}", + "output": { + "node_count": 4, + "nodes": [ + { + "name": "master", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [ + "node.kubernetes.io/unschedulable:NoSchedule" + ], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "master", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "master" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-01", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-01", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671352Ki" + } + }, + { + "name": "worker-02", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-02", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-03", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-03", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + } + ] + } + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'frontend', port: 80}", + "output": "=== Service frontend:80 Connectivity test report ===\nDebug Pod test results deployed on worker-01: frontend (10.68.10.34:80) open\nConnection Succeeded\nDebug Pod test results deployed on worker-02: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-03: frontend (10.68.10.34:80) open\nConnection Succeeded" + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'currencyservice', port: 7000}", + "output": "=== Service currencyservice:7000 Connectivity test report ===\nDebug Pod test results deployed on worker-01: currencyservice (10.68.192.252:7000) open\nConnection Succeeded\nDebug Pod test results deployed on worker-02: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-03: currencyservice (10.68.192.252:7000) open\nConnection Succeeded" + }, + { + "tool_name": "CheckNodeServiceStatus", + "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-02', service_name: 'kube-proxy'}", + "output": "Service: kube-proxy\nNode: worker-02\nStatus: ○ kube-proxy.service - Kubernetes Kube-Proxy Server\n Loaded: loaded (/etc/systemd/system/kube-proxy.service; enabled; vendor preset: enabled)\n Active: inactive (dead) since Fri 2026-01-02 16:01:18 CST; 4min 18s ago\n Docs: https://github.com/GoogleCloudPlatform/kubernetes\n Process: 204877 ExecStart=/opt/kube/bin/kube-proxy --config=/var/lib/kube-proxy/kube-proxy-config.yaml (code=killed, signal=TERM)\n Main PID: 204877 (code=killed, signal=TERM)\n CPU: 7.195s\n\nJan 02 15:50:37 worker-02 kube-proxy[204877]: I0102 15:50:37.271796 204877 shared_informer.go:313] Waiting for caches to sync for endpoint slice config\nJan 02 15:50:37 worker-02 kube-proxy[204877]: I0102 15:50:37.271826 204877 config.go:328] \"Starting node config controller\"\nJan 02 15:50:37 worker-02 kube-proxy[204877]: I0102 15:50:37.271831 204877 shared_informer.go:313] Waiting for caches to sync for node config\nJan 02 15:50:37 worker-02 kube-proxy[204877]: I0102 15:50:37.372160 204877 shared_informer.go:320] Caches are synced for node config\nJan 02 15:50:37 worker-02 kube-proxy[204877]: I0102 15:50:37.372175 204877 shared_informer.go:320] Caches are synced for endpoint slice config\nJan 02 15:50:37 worker-02 kube-proxy[204877]: I0102 15:50:37.372188 204877 shared_informer.go:320] Caches are synced for service config\nJan 02 16:01:18 worker-02 systemd[1]: Stopping Kubernetes Kube-Proxy Server...\nJan 02 16:01:18 worker-02 systemd[1]: kube-proxy.service: Deactivated successfully.\nJan 02 16:01:18 worker-02 systemd[1]: Stopped Kubernetes Kube-Proxy Server.\nJan 02 16:01:18 worker-02 systemd[1]: kube-proxy.service: Consumed 7.195s CPU time." + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/infrastructure/14/path2.json b/golden-trajectory/boutique/infrastructure/14/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..5aeb9df1595e847aea4cee3d988e8255d9a0e211 --- /dev/null +++ b/golden-trajectory/boutique/infrastructure/14/path2.json @@ -0,0 +1,156 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetErrorLogs", + "GetClusterConfiguration", + "CheckServiceConnectivity", + "CheckServiceConnectivity", + "DescribeResource", + "CheckNodeServiceStatus" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE IP NODE NOMINATED NODE READINESS GATES\nadservice-d68dfc56-r2w4m 1/1 Running 0 72s 172.20.2.3 worker-02 \ncartservice-7c5f46fc47-wlzxf 1/1 Running 0 73s 172.20.2.2 worker-02 \ncheckoutservice-dbcdcb5fb-sh5w5 1/1 Running 0 72s 172.20.2.4 worker-02 \ncurrencyservice-5cd6467fc4-njwvc 1/1 Running 0 71s 172.20.1.218 worker-01 \nemailservice-7dc7d85bcb-8jft2 1/1 Running 0 73s 172.20.2.253 worker-02 \nfrontend-6778bd7b8b-6dlql 1/1 Running 0 71s 172.20.2.6 worker-02 \npaymentservice-869f9f96cd-m5jpz 1/1 Running 0 73s 172.20.1.215 worker-01 \nproductcatalogservice-6fb89f98f8-sjvgj 1/1 Running 0 73s 172.20.2.254 worker-02 \nrecommendationservice-54dfdd6986-rbvmg 1/1 Running 0 73s 172.20.1.216 worker-01 \nredis-cart-58649b5469-tthdt 1/1 Running 0 72s 172.20.1.217 worker-01 \nshippingservice-674c8c548d-mb69s 1/1 Running 0 72s 172.20.2.5 worker-02 \n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'frontend-6778bd7b8b-6dlql'}", + "output": "Name: frontend-6778bd7b8b-6dlql\nNamespace: boutique\nPriority: 0\nService Account: frontend\nNode: worker-02/192.168.0.53\nStart Time: Fri, 02 Jan 2026 16:01:41 +0800\nLabels: app=frontend\n pod-template-hash=6778bd7b8b\nAnnotations: sidecar.istio.io/rewriteAppHTTPProbers: true\nStatus: Running\nIP: 172.20.2.6\nIPs:\n IP: 172.20.2.6\nControlled By: ReplicaSet/frontend-6778bd7b8b\nContainers:\n server:\n Container ID: containerd://5de9b1ebf2682e0ab76f3da1752f1ee0361ca1b6fbc2f7f77cea71c5f606848e\n Image: us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\n Image ID: us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend@sha256:83f44050fc5ea5999ea04a940e687d7bd5ad357fcf6e6f5944e5e32de006bbdb\n Port: 8080/TCP\n Host Port: 0/TCP\n State: Running\n Started: Fri, 02 Jan 2026 16:01:42 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Environment:\n PORT: 8080\n PRODUCT_CATALOG_SERVICE_ADDR: productcatalogservice:3550\n CURRENCY_SERVICE_ADDR: currencyservice:7000\n CART_SERVICE_ADDR: cartservice:7070\n RECOMMENDATION_SERVICE_ADDR: recommendationservice:8080\n SHIPPING_SERVICE_ADDR: shippingservice:50051\n CHECKOUT_SERVICE_ADDR: checkoutservice:5050\n AD_SERVICE_ADDR: adservice:9555\n SHOPPING_ASSISTANT_SERVICE_ADDR: shoppingassistantservice:80\n ENABLE_PROFILER: 0\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-p6p5v (ro)\nConditions:\n Type Status\n PodReadyToStartContainers True \n Initialized True \n Ready True \n ContainersReady True \n PodScheduled True \nVolumes:\n kube-api-access-p6p5v:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 72s default-scheduler Successfully assigned boutique/frontend-6778bd7b8b-6dlql to worker-02\n Normal Pulled 71s kubelet Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\" already present on machine\n Normal Created 71s kubelet Created container server\n Normal Started 71s kubelet Started container server\n" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "\"{\\n \\\"total_log_count\\\": 921,\\n \\\"total_errors\\\": 206,\\n \\\"total_error_ratio\\\": 0.2237,\\n \\\"patterns\\\": [\\n {\\n \\\"count\\\": 91,\\n \\\"ratio\\\": 0.0988,\\n \\\"sample\\\": \\\"2026-01-02T16:02:47.484036136+08:00 {\\\\\\\"error\\\\\\\":\\\\\\\"could not retrieve currencies: rpc error: code = Unavailable desc = connection error: desc = \\\\\\\\\\\\\\\"transport: Error while dialing: dial tcp 10.68.192.252:7000: i/o timeout\\\\\\\\\\\\\\\"\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"4462f941-ff9e-42a4-94b3-f1ebb046cf1f\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/cart\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"request error\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"a948572a-cff4-4ae4-a1a6-33e97db81ae8\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T08:02:47.483991873Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 88,\\n \\\"ratio\\\": 0.0955,\\n \\\"sample\\\": \\\"2026-01-02T16:02:44.878593957+08:00 {\\\\\\\"error\\\\\\\":\\\\\\\"could not retrieve product: rpc error: code = Unavailable desc = connection error: desc = \\\\\\\\\\\\\\\"transport: Error while dialing: dial tcp 10.68.54.111:3550: i/o timeout\\\\\\\\\\\\\\\"\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"13a1cacf-3387-49b3-8020-dda4d21b7228\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/product/1YMWWN1N4O\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"request error\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"07c2378b-8c13-4af3-a324-51bbad07a50f\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T08:02:44.878552828Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 25,\\n \\\"ratio\\\": 0.0271,\\n \\\"sample\\\": \\\"2026-01-02T16:02:47.009477897+08:00 {\\\\\\\"error\\\\\\\":\\\\\\\"failed to complete the order: rpc error: code = Unavailable desc = connection error: desc = \\\\\\\\\\\\\\\"transport: Error while dialing: dial tcp 10.68.176.74:5050: i/o timeout\\\\\\\\\\\\\\\"\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"44d3167f-cc61-49ec-bfdd-84e364efebdd\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"POST\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/cart/checkout\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"request error\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"bf355ad4-62df-488f-bf24-b51b9ccc5480\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T08:02:47.009405647Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 1,\\n \\\"ratio\\\": 0.0011,\\n \\\"sample\\\": \\\"2026-01-02T16:01:42.330037256+08:00 {\\\\\\\"message\\\\\\\":\\\\\\\"Failed to fetch the name of the cluster in which the pod is runningmetadata: GCE metadata \\\\\\\\\\\\\\\"instance/attributes/cluster-name\\\\\\\\\\\\\\\" not defined\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T08:01:42.329920318Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 1,\\n \\\"ratio\\\": 0.0011,\\n \\\"sample\\\": \\\"2026-01-02T16:01:42.340044826+08:00 {\\\\\\\"message\\\\\\\":\\\\\\\"Failed to fetch the Zone of the node where the pod is scheduledmetadata: GCE metadata \\\\\\\\\\\\\\\"instance/zone\\\\\\\\\\\\\\\" not defined\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T08:01:42.33996203Z\\\\\\\"}\\\"\\n }\\n ]\\n}\"" + }, + { + "tool_name": "GetClusterConfiguration", + "calling": "tool_name='GetClusterConfiguration' arguments={}", + "output": { + "node_count": 4, + "nodes": [ + { + "name": "master", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [ + "node.kubernetes.io/unschedulable:NoSchedule" + ], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "master", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "master" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-01", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-01", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671352Ki" + } + }, + { + "name": "worker-02", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-02", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-03", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-03", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + } + ] + } + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'productcatalogservice', port: 3550}", + "output": "=== Service productcatalogservice:3550 Connectivity test report ===\nDebug Pod test results deployed on worker-01: productcatalogservice (10.68.54.111:3550) open\nConnection Succeeded\nDebug Pod test results deployed on worker-02: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-03: productcatalogservice (10.68.54.111:3550) open\nConnection Succeeded" + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'paymentservice', port: 50051}", + "output": "=== Service paymentservice:50051 Connectivity test report ===\nDebug Pod test results deployed on worker-01: paymentservice (10.68.241.70:50051) open\nConnection Succeeded\nDebug Pod test results deployed on worker-02: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-03: paymentservice (10.68.241.70:50051) open\nConnection Succeeded" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-02'}", + "output": "Name: worker-02\nRoles: node\nLabels: beta.kubernetes.io/arch=amd64\n beta.kubernetes.io/os=linux\n kubernetes.io/arch=amd64\n kubernetes.io/hostname=worker-02\n kubernetes.io/os=linux\n kubernetes.io/role=node\nAnnotations: flannel.alpha.coreos.com/backend-data: {\"VNI\":1,\"VtepMAC\":\"5a:d9:43:a8:2f:c8\"}\n flannel.alpha.coreos.com/backend-type: vxlan\n flannel.alpha.coreos.com/kube-subnet-manager: true\n flannel.alpha.coreos.com/public-ip: 192.168.0.53\n node.alpha.kubernetes.io/ttl: 0\n volumes.kubernetes.io/controller-managed-attach-detach: true\nCreationTimestamp: Mon, 11 Aug 2025 15:49:09 +0800\nTaints: \nUnschedulable: false\nLease:\n HolderIdentity: worker-02\n AcquireTime: \n RenewTime: Fri, 02 Jan 2026 16:03:12 +0800\nConditions:\n Type Status LastHeartbeatTime LastTransitionTime Reason Message\n ---- ------ ----------------- ------------------ ------ -------\n NetworkUnavailable False Fri, 02 Jan 2026 11:52:43 +0800 Fri, 02 Jan 2026 11:52:43 +0800 FlannelIsUp Flannel is running on this node\n MemoryPressure False Fri, 02 Jan 2026 16:02:34 +0800 Thu, 11 Dec 2025 11:28:55 +0800 KubeletHasSufficientMemory kubelet has sufficient memory available\n DiskPressure False Fri, 02 Jan 2026 16:02:34 +0800 Thu, 11 Dec 2025 11:28:55 +0800 KubeletHasNoDiskPressure kubelet has no disk pressure\n PIDPressure False Fri, 02 Jan 2026 16:02:34 +0800 Thu, 11 Dec 2025 11:28:55 +0800 KubeletHasSufficientPID kubelet has sufficient PID available\n Ready True Fri, 02 Jan 2026 16:02:34 +0800 Fri, 02 Jan 2026 13:12:14 +0800 KubeletReady kubelet is posting ready status\nAddresses:\n InternalIP: 192.168.0.53\n Hostname: worker-02\nCapacity:\n cpu: 8\n ephemeral-storage: 103084600Ki\n hugepages-1Gi: 0\n hugepages-2Mi: 0\n memory: 15978548Ki\n pods: 110\nAllocatable:\n cpu: 8\n ephemeral-storage: 95002767203\n hugepages-1Gi: 0\n hugepages-2Mi: 0\n memory: 15671348Ki\n pods: 110\nSystem Info:\n Machine ID: 9c21ae206bb84c18b004394392724faa\n System UUID: aa737935-f9cf-4bc8-ac3d-3c8936223857\n Boot ID: 2d4fac40-e77d-4b98-9f48-c91432de3a28\n Kernel Version: 5.15.0-138-generic\n OS Image: Ubuntu 22.04.5 LTS\n Operating System: linux\n Architecture: amd64\n Container Runtime Version: containerd://1.7.23\n Kubelet Version: v1.31.2\n Kube-Proxy Version: v1.31.2\nPodCIDR: 172.20.2.0/24\nPodCIDRs: 172.20.2.0/24\nNon-terminated Pods: (14 in total)\n Namespace Name CPU Requests CPU Limits Memory Requests Memory Limits Age\n --------- ---- ------------ ---------- --------------- ------------- ---\n boutique adservice-d68dfc56-r2w4m 100m (1%) 200m (2%) 200Mi (1%) 300Mi (1%) 96s\n boutique cartservice-7c5f46fc47-wlzxf 100m (1%) 200m (2%) 64Mi (0%) 128Mi (0%) 97s\n boutique checkoutservice-dbcdcb5fb-sh5w5 100m (1%) 200m (2%) 64Mi (0%) 128Mi (0%) 96s\n boutique emailservice-7dc7d85bcb-8jft2 100m (1%) 200m (2%) 64Mi (0%) 128Mi (0%) 97s\n boutique frontend-6778bd7b8b-6dlql 100m (1%) 200m (2%) 64Mi (0%) 128Mi (0%) 95s\n boutique productcatalogservice-6fb89f98f8-sjvgj 100m (1%) 200m (2%) 64Mi (0%) 128Mi (0%) 97s\n boutique shippingservice-674c8c548d-mb69s 100m (1%) 200m (2%) 64Mi (0%) 128Mi (0%) 96s\n chaosblade chaosblade-tool-lg5cc 0 (0%) 0 (0%) 0 (0%) 0 (0%) 49d\n istio-system istio-cni-node-44dhl 100m (1%) 0 (0%) 100Mi (0%) 0 (0%) 66d\n istio-system ztunnel-qjds9 200m (2%) 0 (0%) 512Mi (3%) 0 (0%) 66d\n kube-system kube-flannel-ds-sqbpp 100m (1%) 0 (0%) 50Mi (0%) 0 (0%) 49d\n kube-system node-local-dns-mrmqq 25m (0%) 0 (0%) 5Mi (0%) 0 (0%) 144d\n monitor cadvisor-jn9lz 0 (0%) 0 (0%) 0 (0%) 0 (0%) 49d\n monitor node-exporter-x96tv 0 (0%) 0 (0%) 0 (0%) 0 (0%) 49d\nAllocated resources:\n (Total limits may be over 100 percent, i.e., overcommitted.)\n Resource Requests Limits\n -------- -------- ------\n cpu 1125m (14%) 1400m (17%)\n memory 1251Mi (8%) 1068Mi (6%)\n ephemeral-storage 0 (0%) 0 (0%)\n hugepages-1Gi 0 (0%) 0 (0%)\n hugepages-2Mi 0 (0%) 0 (0%)\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Starting 34m kube-proxy \n Normal Starting 12m kube-proxy \n" + }, + { + "tool_name": "CheckNodeServiceStatus", + "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-02', service_name: 'kube-proxy'}", + "output": "Service: kube-proxy\nNode: worker-02\nStatus: ○ kube-proxy.service - Kubernetes Kube-Proxy Server\n Loaded: loaded (/etc/systemd/system/kube-proxy.service; enabled; vendor preset: enabled)\n Active: inactive (dead) since Fri 2026-01-02 16:01:18 CST; 4min 18s ago\n Docs: https://github.com/GoogleCloudPlatform/kubernetes\n Process: 204877 ExecStart=/opt/kube/bin/kube-proxy --config=/var/lib/kube-proxy/kube-proxy-config.yaml (code=killed, signal=TERM)\n Main PID: 204877 (code=killed, signal=TERM)\n CPU: 7.195s\n\nJan 02 15:50:37 worker-02 kube-proxy[204877]: I0102 15:50:37.271796 204877 shared_informer.go:313] Waiting for caches to sync for endpoint slice config\nJan 02 15:50:37 worker-02 kube-proxy[204877]: I0102 15:50:37.271826 204877 config.go:328] \"Starting node config controller\"\nJan 02 15:50:37 worker-02 kube-proxy[204877]: I0102 15:50:37.271831 204877 shared_informer.go:313] Waiting for caches to sync for node config\nJan 02 15:50:37 worker-02 kube-proxy[204877]: I0102 15:50:37.372160 204877 shared_informer.go:320] Caches are synced for node config\nJan 02 15:50:37 worker-02 kube-proxy[204877]: I0102 15:50:37.372175 204877 shared_informer.go:320] Caches are synced for endpoint slice config\nJan 02 15:50:37 worker-02 kube-proxy[204877]: I0102 15:50:37.372188 204877 shared_informer.go:320] Caches are synced for service config\nJan 02 16:01:18 worker-02 systemd[1]: Stopping Kubernetes Kube-Proxy Server...\nJan 02 16:01:18 worker-02 systemd[1]: kube-proxy.service: Deactivated successfully.\nJan 02 16:01:18 worker-02 systemd[1]: Stopped Kubernetes Kube-Proxy Server.\nJan 02 16:01:18 worker-02 systemd[1]: kube-proxy.service: Consumed 7.195s CPU time." + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/infrastructure/15/path1.json b/golden-trajectory/boutique/infrastructure/15/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..329c66d8807eb395a8751e8297dcd6736afe8395 --- /dev/null +++ b/golden-trajectory/boutique/infrastructure/15/path1.json @@ -0,0 +1,150 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetClusterConfiguration", + "GetErrorLogs", + "CheckServiceConnectivity", + "CheckServiceConnectivity", + "CheckNodeServiceStatus" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE IP NODE NOMINATED NODE READINESS GATES\nadservice-d68dfc56-7frwj 1/1 Running 0 72s 172.20.1.232 worker-01 \ncartservice-7c5f46fc47-kgxsk 1/1 Running 0 73s 172.20.2.19 worker-02 \ncheckoutservice-dbcdcb5fb-sfnrr 1/1 Running 0 72s 172.20.2.23 worker-02 \ncurrencyservice-5cd6467fc4-wj9nj 1/1 Running 0 72s 172.20.1.234 worker-01 \nemailservice-7dc7d85bcb-lbf68 1/1 Running 0 72s 172.20.1.233 worker-01 \nfrontend-6778bd7b8b-56qxq 1/1 Running 0 74s 172.20.1.230 worker-01 \npaymentservice-869f9f96cd-fvk6c 1/1 Running 0 74s 172.20.2.18 worker-02 \nproductcatalogservice-6fb89f98f8-2wq4j 1/1 Running 0 73s 172.20.1.231 worker-01 \nrecommendationservice-54dfdd6986-sttd8 1/1 Running 0 72s 172.20.2.22 worker-02 \nredis-cart-58649b5469-9f8v7 1/1 Running 0 73s 172.20.2.20 worker-02 \nshippingservice-674c8c548d-j5wvg 1/1 Running 0 73s 172.20.2.21 worker-02 \n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME ENDPOINTS AGE\nadservice 172.20.1.232:9555 90s\ncartservice 172.20.2.19:7070 90s\ncheckoutservice 172.20.2.23:5050 89s\ncurrencyservice 172.20.1.234:7000 89s\nemailservice 172.20.1.233:8080 89s\nfrontend 172.20.1.230:8080 91s\nfrontend-external 172.20.1.230:8080 91s\npaymentservice 172.20.2.18:50051 91s\nproductcatalogservice 172.20.1.231:3550 90s\nrecommendationservice 172.20.2.22:8080 89s\nredis-cart 172.20.2.20:6379 90s\nshippingservice 172.20.2.21:50051 90s\n" + }, + { + "tool_name": "GetClusterConfiguration", + "calling": "tool_name='GetClusterConfiguration' arguments={}", + "output": { + "node_count": 4, + "nodes": [ + { + "name": "master", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [ + "node.kubernetes.io/unschedulable:NoSchedule" + ], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "master", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "master" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-01", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-01", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671352Ki" + } + }, + { + "name": "worker-02", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-02", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-03", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-03", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + } + ] + } + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "\"{\\n \\\"total_log_count\\\": 934,\\n \\\"total_errors\\\": 213,\\n \\\"total_error_ratio\\\": 0.2281,\\n \\\"patterns\\\": [\\n {\\n \\\"count\\\": 107,\\n \\\"ratio\\\": 0.1146,\\n \\\"sample\\\": \\\"2026-01-02T16:07:51.630303555+08:00 {\\\\\\\"error\\\\\\\":\\\\\\\"could not retrieve product: rpc error: code = Unavailable desc = connection error: desc = \\\\\\\\\\\\\\\"transport: Error while dialing: dial tcp 10.68.101.73:3550: i/o timeout\\\\\\\\\\\\\\\"\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"adabce46-509d-442a-9378-a0111dcf217f\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/product/9SIQT8TOJO\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"request error\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"1408ea6e-f652-4bb7-8e31-e79dbd892ea3\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T08:07:51.630215517Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 70,\\n \\\"ratio\\\": 0.0749,\\n \\\"sample\\\": \\\"2026-01-02T16:07:52.086878685+08:00 {\\\\\\\"error\\\\\\\":\\\\\\\"could not retrieve currencies: rpc error: code = Unavailable desc = connection error: desc = \\\\\\\\\\\\\\\"transport: Error while dialing: dial tcp 10.68.199.86:7000: i/o timeout\\\\\\\\\\\\\\\"\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"bdf26138-6edd-4c73-874c-8cf5705065ed\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"request error\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"61528025-93c8-4088-8dcd-39225a0bf743\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T08:07:52.08682026Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 34,\\n \\\"ratio\\\": 0.0364,\\n \\\"sample\\\": \\\"2026-01-02T16:07:51.572347908+08:00 {\\\\\\\"error\\\\\\\":\\\\\\\"failed to complete the order: rpc error: code = Unavailable desc = connection error: desc = \\\\\\\\\\\\\\\"transport: Error while dialing: dial tcp: lookup checkoutservice on 169.254.20.10:53: no such host\\\\\\\\\\\\\\\"\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"1581675b-315f-4f90-b993-5b4d2a6fa8ed\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"POST\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/cart/checkout\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"request error\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"f520d643-4d24-40dc-980d-7f04f387031b\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T08:07:51.572273175Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 1,\\n \\\"ratio\\\": 0.0011,\\n \\\"sample\\\": \\\"2026-01-02T16:06:44.604807693+08:00 {\\\\\\\"message\\\\\\\":\\\\\\\"Failed to fetch the name of the cluster in which the pod is runningmetadata: GCE metadata \\\\\\\\\\\\\\\"instance/attributes/cluster-name\\\\\\\\\\\\\\\" not defined\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T08:06:44.604575662Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 1,\\n \\\"ratio\\\": 0.0011,\\n \\\"sample\\\": \\\"2026-01-02T16:06:44.614009907+08:00 {\\\\\\\"message\\\\\\\":\\\\\\\"Failed to fetch the Zone of the node where the pod is scheduledmetadata: GCE metadata \\\\\\\\\\\\\\\"instance/zone\\\\\\\\\\\\\\\" not defined\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T08:06:44.613883671Z\\\\\\\"}\\\"\\n }\\n ]\\n}\"" + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'frontend', port: 80}", + "output": "=== Service frontend:80 Connectivity test report ===\nDebug Pod test results deployed on worker-01: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-02: frontend (10.68.26.198:80) open\nConnection Succeeded\nDebug Pod test results deployed on worker-03: frontend (10.68.26.198:80) open\nConnection Succeeded" + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'cartservice', port: 7070}", + "output": "=== Service cartservice:7070 Connectivity test report ===\nDebug Pod test results deployed on worker-01: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-02: cartservice (10.68.44.212:7070) open\nConnection Succeeded\nDebug Pod test results deployed on worker-03: cartservice (10.68.44.212:7070) open\nConnection Succeeded" + }, + { + "tool_name": "CheckNodeServiceStatus", + "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kube-proxy'}", + "output": "Service: kube-proxy\nNode: worker-01\nStatus: ○ kube-proxy.service - Kubernetes Kube-Proxy Server\n Loaded: loaded (/etc/systemd/system/kube-proxy.service; enabled; vendor preset: enabled)\n Active: inactive (dead) since Fri 2026-01-02 16:06:23 CST; 4min 18s ago\n Docs: https://github.com/GoogleCloudPlatform/kubernetes\n Process: 209843 ExecStart=/opt/kube/bin/kube-proxy --config=/var/lib/kube-proxy/kube-proxy-config.yaml (code=killed, signal=TERM)\n Main PID: 209843 (code=killed, signal=TERM)\n CPU: 4.125s\n\nJan 02 16:00:44 worker-01 kube-proxy[209843]: I0102 16:00:44.540937 209843 shared_informer.go:313] Waiting for caches to sync for endpoint slice config\nJan 02 16:00:44 worker-01 kube-proxy[209843]: I0102 16:00:44.540949 209843 config.go:328] \"Starting node config controller\"\nJan 02 16:00:44 worker-01 kube-proxy[209843]: I0102 16:00:44.540965 209843 shared_informer.go:313] Waiting for caches to sync for node config\nJan 02 16:00:44 worker-01 kube-proxy[209843]: I0102 16:00:44.641138 209843 shared_informer.go:320] Caches are synced for service config\nJan 02 16:00:44 worker-01 kube-proxy[209843]: I0102 16:00:44.641182 209843 shared_informer.go:320] Caches are synced for endpoint slice config\nJan 02 16:00:44 worker-01 kube-proxy[209843]: I0102 16:00:44.641202 209843 shared_informer.go:320] Caches are synced for node config\nJan 02 16:06:23 worker-01 systemd[1]: Stopping Kubernetes Kube-Proxy Server...\nJan 02 16:06:23 worker-01 systemd[1]: kube-proxy.service: Deactivated successfully.\nJan 02 16:06:23 worker-01 systemd[1]: Stopped Kubernetes Kube-Proxy Server.\nJan 02 16:06:23 worker-01 systemd[1]: kube-proxy.service: Consumed 4.125s CPU time." + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/infrastructure/15/path2.json b/golden-trajectory/boutique/infrastructure/15/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..e1a9da5be8a892499f02dd3fe69cfe623cfaa642 --- /dev/null +++ b/golden-trajectory/boutique/infrastructure/15/path2.json @@ -0,0 +1,156 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetClusterConfiguration", + "DescribeResource", + "GetErrorLogs", + "CheckServiceConnectivity", + "CheckServiceConnectivity", + "CheckNodeServiceStatus" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE IP NODE NOMINATED NODE READINESS GATES\nadservice-d68dfc56-7frwj 1/1 Running 0 72s 172.20.1.232 worker-01 \ncartservice-7c5f46fc47-kgxsk 1/1 Running 0 73s 172.20.2.19 worker-02 \ncheckoutservice-dbcdcb5fb-sfnrr 1/1 Running 0 72s 172.20.2.23 worker-02 \ncurrencyservice-5cd6467fc4-wj9nj 1/1 Running 0 72s 172.20.1.234 worker-01 \nemailservice-7dc7d85bcb-lbf68 1/1 Running 0 72s 172.20.1.233 worker-01 \nfrontend-6778bd7b8b-56qxq 1/1 Running 0 74s 172.20.1.230 worker-01 \npaymentservice-869f9f96cd-fvk6c 1/1 Running 0 74s 172.20.2.18 worker-02 \nproductcatalogservice-6fb89f98f8-2wq4j 1/1 Running 0 73s 172.20.1.231 worker-01 \nrecommendationservice-54dfdd6986-sttd8 1/1 Running 0 72s 172.20.2.22 worker-02 \nredis-cart-58649b5469-9f8v7 1/1 Running 0 73s 172.20.2.20 worker-02 \nshippingservice-674c8c548d-j5wvg 1/1 Running 0 73s 172.20.2.21 worker-02 \n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME ENDPOINTS AGE\nadservice 172.20.1.232:9555 90s\ncartservice 172.20.2.19:7070 90s\ncheckoutservice 172.20.2.23:5050 89s\ncurrencyservice 172.20.1.234:7000 89s\nemailservice 172.20.1.233:8080 89s\nfrontend 172.20.1.230:8080 91s\nfrontend-external 172.20.1.230:8080 91s\npaymentservice 172.20.2.18:50051 91s\nproductcatalogservice 172.20.1.231:3550 90s\nrecommendationservice 172.20.2.22:8080 89s\nredis-cart 172.20.2.20:6379 90s\nshippingservice 172.20.2.21:50051 90s\n" + }, + { + "tool_name": "GetClusterConfiguration", + "calling": "tool_name='GetClusterConfiguration' arguments={}", + "output": { + "node_count": 4, + "nodes": [ + { + "name": "master", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [ + "node.kubernetes.io/unschedulable:NoSchedule" + ], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "master", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "master" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-01", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-01", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671352Ki" + } + }, + { + "name": "worker-02", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-02", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-03", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-03", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + } + ] + } + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'frontend-6778bd7b8b-56qxq'}", + "output": "Name: frontend-6778bd7b8b-56qxq\nNamespace: boutique\nPriority: 0\nService Account: frontend\nNode: worker-01/192.168.0.222\nStart Time: Fri, 02 Jan 2026 16:06:43 +0800\nLabels: app=frontend\n pod-template-hash=6778bd7b8b\nAnnotations: sidecar.istio.io/rewriteAppHTTPProbers: true\nStatus: Running\nIP: 172.20.1.230\nIPs:\n IP: 172.20.1.230\nControlled By: ReplicaSet/frontend-6778bd7b8b\nContainers:\n server:\n Container ID: containerd://1a1614305497765d1e5b3978ad0469232861d47553c38027426c2ea2e6d43c91\n Image: us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\n Image ID: us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend@sha256:83f44050fc5ea5999ea04a940e687d7bd5ad357fcf6e6f5944e5e32de006bbdb\n Port: 8080/TCP\n Host Port: 0/TCP\n State: Running\n Started: Fri, 02 Jan 2026 16:06:44 +0800\n Ready: True\n Restart Count: 0\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Environment:\n PORT: 8080\n PRODUCT_CATALOG_SERVICE_ADDR: productcatalogservice:3550\n CURRENCY_SERVICE_ADDR: currencyservice:7000\n CART_SERVICE_ADDR: cartservice:7070\n RECOMMENDATION_SERVICE_ADDR: recommendationservice:8080\n SHIPPING_SERVICE_ADDR: shippingservice:50051\n CHECKOUT_SERVICE_ADDR: checkoutservice:5050\n AD_SERVICE_ADDR: adservice:9555\n SHOPPING_ASSISTANT_SERVICE_ADDR: shoppingassistantservice:80\n ENABLE_PROFILER: 0\n Mounts:\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-4l6tc (ro)\nConditions:\n Type Status\n PodReadyToStartContainers True \n Initialized True \n Ready True \n ContainersReady True \n PodScheduled True \nVolumes:\n kube-api-access-4l6tc:\n Type: Projected (a volume that contains injected data from multiple sources)\n TokenExpirationSeconds: 3607\n ConfigMapName: kube-root-ca.crt\n ConfigMapOptional: \n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: \nTolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal Scheduled 75s default-scheduler Successfully assigned boutique/frontend-6778bd7b8b-56qxq to worker-01\n Normal Pulled 74s kubelet Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\" already present on machine\n Normal Created 74s kubelet Created container server\n Normal Started 74s kubelet Started container server\n" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "\"{\\n \\\"total_log_count\\\": 934,\\n \\\"total_errors\\\": 213,\\n \\\"total_error_ratio\\\": 0.2281,\\n \\\"patterns\\\": [\\n {\\n \\\"count\\\": 107,\\n \\\"ratio\\\": 0.1146,\\n \\\"sample\\\": \\\"2026-01-02T16:07:51.630303555+08:00 {\\\\\\\"error\\\\\\\":\\\\\\\"could not retrieve product: rpc error: code = Unavailable desc = connection error: desc = \\\\\\\\\\\\\\\"transport: Error while dialing: dial tcp 10.68.101.73:3550: i/o timeout\\\\\\\\\\\\\\\"\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"adabce46-509d-442a-9378-a0111dcf217f\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/product/9SIQT8TOJO\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"request error\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"1408ea6e-f652-4bb7-8e31-e79dbd892ea3\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T08:07:51.630215517Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 70,\\n \\\"ratio\\\": 0.0749,\\n \\\"sample\\\": \\\"2026-01-02T16:07:52.086878685+08:00 {\\\\\\\"error\\\\\\\":\\\\\\\"could not retrieve currencies: rpc error: code = Unavailable desc = connection error: desc = \\\\\\\\\\\\\\\"transport: Error while dialing: dial tcp 10.68.199.86:7000: i/o timeout\\\\\\\\\\\\\\\"\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"bdf26138-6edd-4c73-874c-8cf5705065ed\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"request error\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"61528025-93c8-4088-8dcd-39225a0bf743\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T08:07:52.08682026Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 34,\\n \\\"ratio\\\": 0.0364,\\n \\\"sample\\\": \\\"2026-01-02T16:07:51.572347908+08:00 {\\\\\\\"error\\\\\\\":\\\\\\\"failed to complete the order: rpc error: code = Unavailable desc = connection error: desc = \\\\\\\\\\\\\\\"transport: Error while dialing: dial tcp: lookup checkoutservice on 169.254.20.10:53: no such host\\\\\\\\\\\\\\\"\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"1581675b-315f-4f90-b993-5b4d2a6fa8ed\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"POST\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/cart/checkout\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"request error\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"f520d643-4d24-40dc-980d-7f04f387031b\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T08:07:51.572273175Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 1,\\n \\\"ratio\\\": 0.0011,\\n \\\"sample\\\": \\\"2026-01-02T16:06:44.604807693+08:00 {\\\\\\\"message\\\\\\\":\\\\\\\"Failed to fetch the name of the cluster in which the pod is runningmetadata: GCE metadata \\\\\\\\\\\\\\\"instance/attributes/cluster-name\\\\\\\\\\\\\\\" not defined\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T08:06:44.604575662Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 1,\\n \\\"ratio\\\": 0.0011,\\n \\\"sample\\\": \\\"2026-01-02T16:06:44.614009907+08:00 {\\\\\\\"message\\\\\\\":\\\\\\\"Failed to fetch the Zone of the node where the pod is scheduledmetadata: GCE metadata \\\\\\\\\\\\\\\"instance/zone\\\\\\\\\\\\\\\" not defined\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T08:06:44.613883671Z\\\\\\\"}\\\"\\n }\\n ]\\n}\"" + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'frontend', port: 80}", + "output": "=== Service frontend:80 Connectivity test report ===\nDebug Pod test results deployed on worker-01: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-02: frontend (10.68.26.198:80) open\nConnection Succeeded\nDebug Pod test results deployed on worker-03: frontend (10.68.26.198:80) open\nConnection Succeeded" + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'cartservice', port: 7070}", + "output": "=== Service cartservice:7070 Connectivity test report ===\nDebug Pod test results deployed on worker-01: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-02: cartservice (10.68.44.212:7070) open\nConnection Succeeded\nDebug Pod test results deployed on worker-03: cartservice (10.68.44.212:7070) open\nConnection Succeeded" + }, + { + "tool_name": "CheckNodeServiceStatus", + "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kube-proxy'}", + "output": "Service: kube-proxy\nNode: worker-01\nStatus: ○ kube-proxy.service - Kubernetes Kube-Proxy Server\n Loaded: loaded (/etc/systemd/system/kube-proxy.service; enabled; vendor preset: enabled)\n Active: inactive (dead) since Fri 2026-01-02 16:06:23 CST; 4min 18s ago\n Docs: https://github.com/GoogleCloudPlatform/kubernetes\n Process: 209843 ExecStart=/opt/kube/bin/kube-proxy --config=/var/lib/kube-proxy/kube-proxy-config.yaml (code=killed, signal=TERM)\n Main PID: 209843 (code=killed, signal=TERM)\n CPU: 4.125s\n\nJan 02 16:00:44 worker-01 kube-proxy[209843]: I0102 16:00:44.540937 209843 shared_informer.go:313] Waiting for caches to sync for endpoint slice config\nJan 02 16:00:44 worker-01 kube-proxy[209843]: I0102 16:00:44.540949 209843 config.go:328] \"Starting node config controller\"\nJan 02 16:00:44 worker-01 kube-proxy[209843]: I0102 16:00:44.540965 209843 shared_informer.go:313] Waiting for caches to sync for node config\nJan 02 16:00:44 worker-01 kube-proxy[209843]: I0102 16:00:44.641138 209843 shared_informer.go:320] Caches are synced for service config\nJan 02 16:00:44 worker-01 kube-proxy[209843]: I0102 16:00:44.641182 209843 shared_informer.go:320] Caches are synced for endpoint slice config\nJan 02 16:00:44 worker-01 kube-proxy[209843]: I0102 16:00:44.641202 209843 shared_informer.go:320] Caches are synced for node config\nJan 02 16:06:23 worker-01 systemd[1]: Stopping Kubernetes Kube-Proxy Server...\nJan 02 16:06:23 worker-01 systemd[1]: kube-proxy.service: Deactivated successfully.\nJan 02 16:06:23 worker-01 systemd[1]: Stopped Kubernetes Kube-Proxy Server.\nJan 02 16:06:23 worker-01 systemd[1]: kube-proxy.service: Consumed 4.125s CPU time." + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/infrastructure/16/path1.json b/golden-trajectory/boutique/infrastructure/16/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..20efc432699fc0e25cdd4172a5deab873e33810f --- /dev/null +++ b/golden-trajectory/boutique/infrastructure/16/path1.json @@ -0,0 +1,150 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetResources", + "GetClusterConfiguration", + "CheckServiceConnectivity", + "CheckServiceConnectivity", + "CheckNodeServiceStatus" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE IP NODE NOMINATED NODE READINESS GATES\nadservice-d68dfc56-wxk8q 1/1 Running 0 71s 172.20.2.56 worker-02 \ncartservice-7c5f46fc47-fd27k 1/1 Running 0 73s 172.20.2.54 worker-02 \ncheckoutservice-dbcdcb5fb-9jvwg 1/1 Running 0 71s 172.20.2.57 worker-02 \ncurrencyservice-5cd6467fc4-r75zx 1/1 Running 0 73s 172.20.2.53 worker-02 \nemailservice-7dc7d85bcb-zvql7 1/1 Running 0 72s 172.20.2.55 worker-02 \nfrontend-6778bd7b8b-zv98x 1/1 Running 0 72s 172.20.1.11 worker-01 \npaymentservice-869f9f96cd-zwwq9 1/1 Running 0 72s 172.20.1.13 worker-01 \nproductcatalogservice-6fb89f98f8-kgqzc 1/1 Running 0 73s 172.20.1.10 worker-01 \nrecommendationservice-54dfdd6986-7mm8t 1/1 Running 0 74s 172.20.2.52 worker-02 \nredis-cart-58649b5469-hhhdv 1/1 Running 0 72s 172.20.1.12 worker-01 \nshippingservice-674c8c548d-5dmz2 1/1 Running 0 73s 172.20.1.9 worker-01 \n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'svc', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.243.118 9555/TCP 75s\ncartservice ClusterIP 10.68.139.239 7070/TCP 76s\ncheckoutservice ClusterIP 10.68.58.191 5050/TCP 75s\ncurrencyservice ClusterIP 10.68.68.151 7000/TCP 76s\nemailservice ClusterIP 10.68.119.66 5000/TCP 76s\nfrontend ClusterIP 10.68.2.200 80/TCP 75s\nfrontend-external NodePort 10.68.110.238 80:30080/TCP 75s\npaymentservice ClusterIP 10.68.144.190 50051/TCP 75s\nproductcatalogservice ClusterIP 10.68.159.111 3550/TCP 76s\nrecommendationservice ClusterIP 10.68.6.53 8080/TCP 77s\nredis-cart ClusterIP 10.68.13.137 6379/TCP 75s\nshippingservice ClusterIP 10.68.73.83 50051/TCP 76s\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME ENDPOINTS AGE\nadservice 172.20.2.56:9555 90s\ncartservice 172.20.2.54:7070 91s\ncheckoutservice 172.20.2.57:5050 90s\ncurrencyservice 172.20.2.53:7000 91s\nemailservice 172.20.2.55:8080 91s\nfrontend 172.20.1.11:8080 90s\nfrontend-external 172.20.1.11:8080 90s\npaymentservice 172.20.1.13:50051 90s\nproductcatalogservice 172.20.1.10:3550 91s\nrecommendationservice 172.20.2.52:8080 92s\nredis-cart 172.20.1.12:6379 90s\nshippingservice 172.20.1.9:50051 91s\n" + }, + { + "tool_name": "GetClusterConfiguration", + "calling": "tool_name='GetClusterConfiguration' arguments={}", + "output": { + "node_count": 4, + "nodes": [ + { + "name": "master", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [ + "node.kubernetes.io/unschedulable:NoSchedule" + ], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "master", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "master" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-01", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-01", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671352Ki" + } + }, + { + "name": "worker-02", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-02", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-03", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-03", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + } + ] + } + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'frontend', port: 80}", + "output": "=== Service frontend:80 Connectivity test report ===\nDebug Pod test results deployed on worker-01: frontend (10.68.2.200:80) open\nConnection Succeeded\nDebug Pod test results deployed on worker-02: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-03: frontend (10.68.2.200:80) open\nConnection Succeeded" + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'adservice', port: 9555}", + "output": "=== Service adservice:9555 Connectivity test report ===\nDebug Pod test results deployed on worker-01: adservice (10.68.243.118:9555) open\nConnection Succeeded\nDebug Pod test results deployed on worker-02: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-03: adservice (10.68.243.118:9555) open\nConnection Succeeded" + }, + { + "tool_name": "CheckNodeServiceStatus", + "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-02', service_name: 'kube-proxy'}", + "output": "Service: kube-proxy\nNode: worker-02\nStatus: ○ kube-proxy.service - Kubernetes Kube-Proxy Server\n Loaded: loaded (/etc/systemd/system/kube-proxy.service; enabled; vendor preset: enabled)\n Active: inactive (dead) since Fri 2026-01-02 16:16:34 CST; 4min 19s ago\n Docs: https://github.com/GoogleCloudPlatform/kubernetes\n Process: 250402 ExecStart=/opt/kube/bin/kube-proxy --config=/var/lib/kube-proxy/kube-proxy-config.yaml (code=killed, signal=TERM)\n Main PID: 250402 (code=killed, signal=TERM)\n CPU: 777ms\n\nJan 02 16:16:00 worker-02 kube-proxy[250402]: I0102 16:16:00.437878 250402 shared_informer.go:313] Waiting for caches to sync for service config\nJan 02 16:16:00 worker-02 kube-proxy[250402]: I0102 16:16:00.437879 250402 shared_informer.go:313] Waiting for caches to sync for endpoint slice config\nJan 02 16:16:00 worker-02 kube-proxy[250402]: I0102 16:16:00.437975 250402 config.go:328] \"Starting node config controller\"\nJan 02 16:16:00 worker-02 kube-proxy[250402]: I0102 16:16:00.437980 250402 shared_informer.go:313] Waiting for caches to sync for node config\nJan 02 16:16:00 worker-02 kube-proxy[250402]: I0102 16:16:00.538686 250402 shared_informer.go:320] Caches are synced for service config\nJan 02 16:16:00 worker-02 kube-proxy[250402]: I0102 16:16:00.538686 250402 shared_informer.go:320] Caches are synced for endpoint slice config\nJan 02 16:16:00 worker-02 kube-proxy[250402]: I0102 16:16:00.538701 250402 shared_informer.go:320] Caches are synced for node config\nJan 02 16:16:34 worker-02 systemd[1]: Stopping Kubernetes Kube-Proxy Server...\nJan 02 16:16:34 worker-02 systemd[1]: kube-proxy.service: Deactivated successfully.\nJan 02 16:16:34 worker-02 systemd[1]: Stopped Kubernetes Kube-Proxy Server." + } + ] +} diff --git a/golden-trajectory/boutique/infrastructure/16/path2.json b/golden-trajectory/boutique/infrastructure/16/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..f6db7b33b675e473105ebae7a0640e9490aea83d --- /dev/null +++ b/golden-trajectory/boutique/infrastructure/16/path2.json @@ -0,0 +1,150 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetResources", + "GetClusterConfiguration", + "CheckServiceConnectivity", + "CheckServiceConnectivity", + "CheckNodeServiceStatus" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE IP NODE NOMINATED NODE READINESS GATES\nadservice-d68dfc56-wxk8q 1/1 Running 0 71s 172.20.2.56 worker-02 \ncartservice-7c5f46fc47-fd27k 1/1 Running 0 73s 172.20.2.54 worker-02 \ncheckoutservice-dbcdcb5fb-9jvwg 1/1 Running 0 71s 172.20.2.57 worker-02 \ncurrencyservice-5cd6467fc4-r75zx 1/1 Running 0 73s 172.20.2.53 worker-02 \nemailservice-7dc7d85bcb-zvql7 1/1 Running 0 72s 172.20.2.55 worker-02 \nfrontend-6778bd7b8b-zv98x 1/1 Running 0 72s 172.20.1.11 worker-01 \npaymentservice-869f9f96cd-zwwq9 1/1 Running 0 72s 172.20.1.13 worker-01 \nproductcatalogservice-6fb89f98f8-kgqzc 1/1 Running 0 73s 172.20.1.10 worker-01 \nrecommendationservice-54dfdd6986-7mm8t 1/1 Running 0 74s 172.20.2.52 worker-02 \nredis-cart-58649b5469-hhhdv 1/1 Running 0 72s 172.20.1.12 worker-01 \nshippingservice-674c8c548d-5dmz2 1/1 Running 0 73s 172.20.1.9 worker-01 \n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'svc', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.243.118 9555/TCP 75s\ncartservice ClusterIP 10.68.139.239 7070/TCP 76s\ncheckoutservice ClusterIP 10.68.58.191 5050/TCP 75s\ncurrencyservice ClusterIP 10.68.68.151 7000/TCP 76s\nemailservice ClusterIP 10.68.119.66 5000/TCP 76s\nfrontend ClusterIP 10.68.2.200 80/TCP 75s\nfrontend-external NodePort 10.68.110.238 80:30080/TCP 75s\npaymentservice ClusterIP 10.68.144.190 50051/TCP 75s\nproductcatalogservice ClusterIP 10.68.159.111 3550/TCP 76s\nrecommendationservice ClusterIP 10.68.6.53 8080/TCP 77s\nredis-cart ClusterIP 10.68.13.137 6379/TCP 75s\nshippingservice ClusterIP 10.68.73.83 50051/TCP 76s\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME ENDPOINTS AGE\nadservice 172.20.2.56:9555 90s\ncartservice 172.20.2.54:7070 91s\ncheckoutservice 172.20.2.57:5050 90s\ncurrencyservice 172.20.2.53:7000 91s\nemailservice 172.20.2.55:8080 91s\nfrontend 172.20.1.11:8080 90s\nfrontend-external 172.20.1.11:8080 90s\npaymentservice 172.20.1.13:50051 90s\nproductcatalogservice 172.20.1.10:3550 91s\nrecommendationservice 172.20.2.52:8080 92s\nredis-cart 172.20.1.12:6379 90s\nshippingservice 172.20.1.9:50051 91s\n" + }, + { + "tool_name": "GetClusterConfiguration", + "calling": "tool_name='GetClusterConfiguration' arguments={}", + "output": { + "node_count": 4, + "nodes": [ + { + "name": "master", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [ + "node.kubernetes.io/unschedulable:NoSchedule" + ], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "master", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "master" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-01", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-01", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671352Ki" + } + }, + { + "name": "worker-02", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-02", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + }, + { + "name": "worker-03", + "role": "worker", + "status": "Ready", + "conditions": { + "MemoryPressure": "False", + "DiskPressure": "False", + "PIDPressure": "False" + }, + "taints": [], + "labels": { + "beta.kubernetes.io/arch": "amd64", + "beta.kubernetes.io/os": "linux", + "kubernetes.io/arch": "amd64", + "kubernetes.io/hostname": "worker-03", + "kubernetes.io/os": "linux", + "kubernetes.io/role": "node" + }, + "allocatable_resources": { + "cpu": "8", + "memory": "15671348Ki" + } + } + ] + } + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'frontend', port: 80}", + "output": "=== Service frontend:80 Connectivity test report ===\nDebug Pod test results deployed on worker-01: frontend (10.68.2.200:80) open\nConnection Succeeded\nDebug Pod test results deployed on worker-02: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-03: frontend (10.68.2.200:80) open\nConnection Succeeded" + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'adservice', port: 9555}", + "output": "=== Service adservice:9555 Connectivity test report ===\nDebug Pod test results deployed on worker-01: adservice (10.68.243.118:9555) open\nConnection Succeeded\nDebug Pod test results deployed on worker-02: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-03: adservice (10.68.243.118:9555) open\nConnection Succeeded" + }, + { + "tool_name": "CheckNodeServiceStatus", + "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-02', service_name: 'kube-proxy'}", + "output": "Service: kube-proxy\nNode: worker-02\nStatus: ○ kube-proxy.service - Kubernetes Kube-Proxy Server\n Loaded: loaded (/etc/systemd/system/kube-proxy.service; enabled; vendor preset: enabled)\n Active: inactive (dead) since Fri 2026-01-02 16:16:34 CST; 4min 19s ago\n Docs: https://github.com/GoogleCloudPlatform/kubernetes\n Process: 250402 ExecStart=/opt/kube/bin/kube-proxy --config=/var/lib/kube-proxy/kube-proxy-config.yaml (code=killed, signal=TERM)\n Main PID: 250402 (code=killed, signal=TERM)\n CPU: 777ms\n\nJan 02 16:16:00 worker-02 kube-proxy[250402]: I0102 16:16:00.437878 250402 shared_informer.go:313] Waiting for caches to sync for service config\nJan 02 16:16:00 worker-02 kube-proxy[250402]: I0102 16:16:00.437879 250402 shared_informer.go:313] Waiting for caches to sync for endpoint slice config\nJan 02 16:16:00 worker-02 kube-proxy[250402]: I0102 16:16:00.437975 250402 config.go:328] \"Starting node config controller\"\nJan 02 16:16:00 worker-02 kube-proxy[250402]: I0102 16:16:00.437980 250402 shared_informer.go:313] Waiting for caches to sync for node config\nJan 02 16:16:00 worker-02 kube-proxy[250402]: I0102 16:16:00.538686 250402 shared_informer.go:320] Caches are synced for service config\nJan 02 16:16:00 worker-02 kube-proxy[250402]: I0102 16:16:00.538686 250402 shared_informer.go:320] Caches are synced for endpoint slice config\nJan 02 16:16:00 worker-02 kube-proxy[250402]: I0102 16:16:00.538701 250402 shared_informer.go:320] Caches are synced for node config\nJan 02 16:16:34 worker-02 systemd[1]: Stopping Kubernetes Kube-Proxy Server...\nJan 02 16:16:34 worker-02 systemd[1]: kube-proxy.service: Deactivated successfully.\nJan 02 16:16:34 worker-02 systemd[1]: Stopped Kubernetes Kube-Proxy Server." + } + ] +} \ No newline at end of file