diff --git a/golden-trajectory/boutique/admission/56/path2.json b/golden-trajectory/boutique/admission/56/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..5ce4efcedc217e2dce4a44fa7e7a7cead988dff3 --- /dev/null +++ b/golden-trajectory/boutique/admission/56/path2.json @@ -0,0 +1,34 @@ +{ + "statistics": { + "valid_tool_call_count": 4, + "total_trace_steps": 4, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAppYAML", + "GetResources" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-nrdxk 1/1 Running 0 109s\ncartservice-7c5f46fc47-mlk6w 1/1 Running 0 108s\ncheckoutservice-8445f8b6cb-g4lq2 1/1 Running 0 108s\ncurrencyservice-5bc9dbdf66-nsgzt 1/1 Running 0 108s\nemailservice-c86b9b8f6-2df4l 1/1 Running 0 108s\nfrontend-6778bd7b8b-zz42z 1/1 Running 0 108s\npaymentservice-64b6c744b5-ffshq 1/1 Running 0 107s\nproductcatalogservice-6fb89f98f8-b7r9c 1/1 Running 0 107s\nrecommendationservice-786899779d-vsnvw 1/1 Running 0 107s\nredis-cart-5858bb886-mtcdp 0/1 Pending 0 106s\nshippingservice-7ff54bf6b6-n7znf 1/1 Running 0 107s\n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-5858bb886-mtcdp'}", + "output": "Name: redis-cart-5858bb886-mtcdp\nNamespace: boutique\nPriority: 0\nService Account: default\nNode: \nLabels: app=redis-cart\n pod-template-hash=5858bb886\nAnnotations: \nStatus: Pending\nIP: \nIPs: \nControlled By: ReplicaSet/redis-cart-5858bb886\nContainers:\n redis:\n Image: redis:alpine\n Port: 6379/TCP\n Host Port: 0/TCP\n Limits:\n cpu: 200m\n memory: 300Mi\n Requests:\n cpu: 100m\n memory: 300Mi\n Liveness: tcp-socket :6379 delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: tcp-socket :6379 delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment: \n Mounts:\n /data from redis-data (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-wtbpf (ro)\nConditions:\n Type Status\n PodScheduled False \nVolumes:\n redis-data:\n Type: PersistentVolumeClaim (a reference to a PersistentVolumeClaim in the same namespace)\n ClaimName: redis-cart-pvc\n ReadOnly: false\n kube-api-access-wtbpf:\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 Warning FailedScheduling 109s default-scheduler 0/4 nodes are available: persistentvolumeclaim \"redis-cart-pvc\" not found. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'redis-cart'}", + "output": "apiVersion: v1\nkind: PersistentVolume\nmetadata:\n name: redis-cart-pv\nspec:\n capacity:\n storage: 2Gi\n accessModes:\n - ReadWriteOnce\n persistentVolumeReclaimPolicy: Retain\n storageClassName: \"\"\n hostPath:\n path: \"/mnt/data\"\n type: DirectoryOrCreate\n---\napiVersion: v1\nkind: PersistentVolumeClaim\nmetadata:\n name: redis-cart-pvc\n namespace: boutique\nspec:\n accessModes:\n - ReadWriteOnce\n resources:\n requests:\n storage: 2Gi\n storageClassName: \"\"\n---\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: redis-cart\n namespace: boutique\n labels:\n app: redis-cart\nspec:\n selector:\n matchLabels:\n app: redis-cart\n template:\n metadata:\n labels:\n app: redis-cart\n spec:\n securityContext:\n fsGroup: 1000\n runAsGroup: 1000\n runAsNonRoot: true\n runAsUser: 1000\n containers:\n - name: redis\n securityContext:\n allowPrivilegeEscalation: false\n capabilities:\n drop:\n - ALL\n privileged: false\n readOnlyRootFilesystem: true\n image: redis:alpine\n ports:\n - containerPort: 6379\n readinessProbe:\n initialDelaySeconds: 5\n tcpSocket:\n port: 6379\n livenessProbe:\n initialDelaySeconds: 5\n tcpSocket:\n port: 6379\n volumeMounts:\n - mountPath: /data\n name: redis-data\n resources:\n limits:\n memory: 300Mi\n cpu: 200m\n requests:\n cpu: 100m\n memory: 300Mi\n volumes:\n - name: redis-data\n persistentVolumeClaim:\n claimName: redis-cart-pvc\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: redis-cart\n namespace: boutique\n labels:\n app: redis-cart\nspec:\n type: ClusterIP\n selector:\n app: redis-cart\n ports:\n - name: tcp-redis\n port: 6379\n targetPort: 6379" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'resourcequota', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME AGE REQUEST LIMIT\nstorage-quota 2m7s requests.storage: 0/1Gi \n" + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/admission/57/path1.json b/golden-trajectory/boutique/admission/57/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..f288943d92ff9eac8e1b9cc3332a4d2eb7c048bb --- /dev/null +++ b/golden-trajectory/boutique/admission/57/path1.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetResources", + "GetAppYAML", + "GetResources", + "GetResources" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-5vrgb 1/1 Running 0 109s\ncartservice-7c5f46fc47-f89vv 1/1 Running 0 109s\ncheckoutservice-8445f8b6cb-krfxz 1/1 Running 0 109s\ncurrencyservice-5bc9dbdf66-k6v8c 1/1 Running 0 109s\nemailservice-c86b9b8f6-64rt8 1/1 Running 0 108s\nfrontend-6778bd7b8b-7xbww 1/1 Running 0 108s\npaymentservice-64b6c744b5-kmcmn 1/1 Running 0 108s\nproductcatalogservice-6fb89f98f8-h59h2 1/1 Running 0 108s\nrecommendationservice-786899779d-mfd7n 1/1 Running 0 108s\nredis-cart-5858bb886-dvpvz 0/1 Pending 0 107s\nshippingservice-7ff54bf6b6-vl7r4 1/1 Running 0 107s\n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-5858bb886-dvpvz'}", + "output": "Name: redis-cart-5858bb886-dvpvz\nNamespace: boutique\nPriority: 0\nService Account: default\nNode: \nLabels: app=redis-cart\n pod-template-hash=5858bb886\nAnnotations: \nStatus: Pending\nIP: \nIPs: \nControlled By: ReplicaSet/redis-cart-5858bb886\nContainers:\n redis:\n Image: redis:alpine\n Port: 6379/TCP\n Host Port: 0/TCP\n Limits:\n cpu: 200m\n memory: 300Mi\n Requests:\n cpu: 100m\n memory: 300Mi\n Liveness: tcp-socket :6379 delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: tcp-socket :6379 delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment: \n Mounts:\n /data from redis-data (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-42tlc (ro)\nConditions:\n Type Status\n PodScheduled False \nVolumes:\n redis-data:\n Type: PersistentVolumeClaim (a reference to a PersistentVolumeClaim in the same namespace)\n ClaimName: redis-cart-pvc\n ReadOnly: false\n kube-api-access-42tlc:\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 Warning FailedScheduling 109s default-scheduler 0/4 nodes are available: persistentvolumeclaim \"redis-cart-pvc\" not found. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pvc', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'redis-cart'}", + "output": "apiVersion: v1\nkind: PersistentVolume\nmetadata:\n name: redis-cart-pv\nspec:\n capacity:\n storage: 5Gi\n accessModes:\n - ReadWriteOnce\n persistentVolumeReclaimPolicy: Retain\n storageClassName: \"\"\n hostPath:\n path: \"/mnt/data\"\n type: DirectoryOrCreate\n---\napiVersion: v1\nkind: PersistentVolumeClaim\nmetadata:\n name: redis-cart-pvc\n namespace: boutique\nspec:\n accessModes:\n - ReadWriteOnce\n resources:\n requests:\n storage: 5Gi\n storageClassName: \"\"\n---\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: redis-cart\n namespace: boutique\n labels:\n app: redis-cart\nspec:\n selector:\n matchLabels:\n app: redis-cart\n template:\n metadata:\n labels:\n app: redis-cart\n spec:\n securityContext:\n fsGroup: 1000\n runAsGroup: 1000\n runAsNonRoot: true\n runAsUser: 1000\n containers:\n - name: redis\n securityContext:\n allowPrivilegeEscalation: false\n capabilities:\n drop:\n - ALL\n privileged: false\n readOnlyRootFilesystem: true\n image: redis:alpine\n ports:\n - containerPort: 6379\n readinessProbe:\n initialDelaySeconds: 5\n tcpSocket:\n port: 6379\n livenessProbe:\n initialDelaySeconds: 5\n tcpSocket:\n port: 6379\n volumeMounts:\n - mountPath: /data\n name: redis-data\n resources:\n limits:\n memory: 300Mi\n cpu: 200m\n requests:\n cpu: 100m\n memory: 300Mi\n volumes:\n - name: redis-data\n persistentVolumeClaim:\n claimName: redis-cart-pvc\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: redis-cart\n namespace: boutique\n labels:\n app: redis-cart\nspec:\n type: ClusterIP\n selector:\n app: redis-cart\n ports:\n - name: tcp-redis\n port: 6379\n targetPort: 6379" + }, + { + "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": "2m16s Normal Started pod/frontend-6778bd7b8b-7xbww Started container server\n2m16s Normal Pulled pod/frontend-6778bd7b8b-7xbww Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\" already present on machine\n2m16s Warning FailedCreate replicaset/frontend-6778bd7b8b Error creating: pods \"frontend-6778bd7b8b-\" is forbidden: error looking up service account boutique/frontend: serviceaccount \"frontend\" not found\n2m16s Normal Started pod/currencyservice-5bc9dbdf66-k6v8c Started container server\n2m16s Normal SuccessfulCreate replicaset/productcatalogservice-6fb89f98f8 Created pod: productcatalogservice-6fb89f98f8-h59h2\n2m16s Warning FailedCreate replicaset/emailservice-c86b9b8f6 Error creating: pods \"emailservice-c86b9b8f6-\" is forbidden: error looking up service account boutique/emailservice: serviceaccount \"emailservice\" not found\n2m16s Normal ScalingReplicaSet deployment/productcatalogservice Scaled up replica set productcatalogservice-6fb89f98f8 to 1\n2m16s Normal Scheduled pod/recommendationservice-786899779d-mfd7n Successfully assigned boutique/recommendationservice-786899779d-mfd7n to worker-01\n2m16s Normal Created pod/currencyservice-5bc9dbdf66-k6v8c Created container server\n2m16s Normal Pulled pod/currencyservice-5bc9dbdf66-k6v8c Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/currencyservice:v0.10.3\" already present on machine\n2m16s Normal Scheduled pod/emailservice-c86b9b8f6-64rt8 Successfully assigned boutique/emailservice-c86b9b8f6-64rt8 to worker-01\n2m16s Normal Started pod/cartservice-7c5f46fc47-f89vv Started container server\n2m16s Normal Created pod/frontend-6778bd7b8b-7xbww Created container server\n2m16s Normal Scheduled pod/productcatalogservice-6fb89f98f8-h59h2 Successfully assigned boutique/productcatalogservice-6fb89f98f8-h59h2 to worker-02\n2m16s Normal Pulled pod/checkoutservice-8445f8b6cb-krfxz Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/checkoutservice:v0.10.3\" already present on machine\n2m16s Normal Started pod/emailservice-c86b9b8f6-64rt8 Started container server\n2m16s Normal ScalingReplicaSet deployment/paymentservice Scaled up replica set paymentservice-64b6c744b5 to 1\n2m16s Normal Created pod/checkoutservice-8445f8b6cb-krfxz Created container server\n2m16s Normal SuccessfulCreate replicaset/recommendationservice-786899779d Created pod: recommendationservice-786899779d-mfd7n\n2m16s Normal Started pod/checkoutservice-8445f8b6cb-krfxz Started container server\n2m16s Normal ScalingReplicaSet deployment/recommendationservice Scaled up replica set recommendationservice-786899779d to 1\n2m16s Normal SuccessfulCreate replicaset/frontend-6778bd7b8b Created pod: frontend-6778bd7b8b-7xbww\n2m16s Normal SuccessfulCreate replicaset/paymentservice-64b6c744b5 Created pod: paymentservice-64b6c744b5-kmcmn\n2m16s Normal Created pod/emailservice-c86b9b8f6-64rt8 Created container server\n2m16s Normal Scheduled pod/frontend-6778bd7b8b-7xbww Successfully assigned boutique/frontend-6778bd7b8b-7xbww to worker-01\n2m16s Normal SuccessfulCreate replicaset/emailservice-c86b9b8f6 Created pod: emailservice-c86b9b8f6-64rt8\n2m16s Normal ScalingReplicaSet deployment/shippingservice Scaled up replica set shippingservice-7ff54bf6b6 to 1\n2m16s Normal Scheduled pod/paymentservice-64b6c744b5-kmcmn Successfully assigned boutique/paymentservice-64b6c744b5-kmcmn to worker-02\n2m16s Normal ScalingReplicaSet deployment/frontend Scaled up replica set frontend-6778bd7b8b to 1\n2m16s Normal Pulled pod/emailservice-c86b9b8f6-64rt8 Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/emailservice:v0.10.3\" already present on machine\n2m15s Normal Created pod/productcatalogservice-6fb89f98f8-h59h2 Created container server\n2m15s Normal Started pod/productcatalogservice-6fb89f98f8-h59h2 Started container server\n2m15s Normal SuccessfulCreate replicaset/redis-cart-5858bb886 Created pod: redis-cart-5858bb886-dvpvz\n2m15s Normal Pulled pod/paymentservice-64b6c744b5-kmcmn Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\" already present on machine\n2m15s Warning FailedScheduling pod/redis-cart-5858bb886-dvpvz 0/4 nodes are available: persistentvolumeclaim \"redis-cart-pvc\" not found. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n2m15s Normal ScalingReplicaSet deployment/redis-cart Scaled up replica set redis-cart-5858bb886 to 1\n2m15s Normal Started pod/recommendationservice-786899779d-mfd7n Started container server\n2m15s Normal Created pod/recommendationservice-786899779d-mfd7n Created container server\n2m15s Normal Pulled pod/recommendationservice-786899779d-mfd7n Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\" already present on machine\n2m15s Normal Created pod/paymentservice-64b6c744b5-kmcmn Created container server\n2m15s Normal Pulled pod/productcatalogservice-6fb89f98f8-h59h2 Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/productcatalogservice:v0.10.3\" already present on machine\n2m15s Normal SuccessfulCreate replicaset/shippingservice-7ff54bf6b6 Created pod: shippingservice-7ff54bf6b6-vl7r4\n2m15s Normal Scheduled pod/shippingservice-7ff54bf6b6-vl7r4 Successfully assigned boutique/shippingservice-7ff54bf6b6-vl7r4 to worker-01\n2m15s Normal Pulled pod/shippingservice-7ff54bf6b6-vl7r4 Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\" already present on machine\n2m15s Normal Created pod/shippingservice-7ff54bf6b6-vl7r4 Created container server\n2m15s Normal Started pod/shippingservice-7ff54bf6b6-vl7r4 Started container server\n2m15s Normal Started pod/paymentservice-64b6c744b5-kmcmn Started container server\n2m13s Warning Unhealthy pod/paymentservice-64b6c744b5-kmcmn Readiness probe failed: timeout: failed to connect service \"172.20.2.132:50051\" within 1s: context deadline exceeded\n2m6s Warning Unhealthy pod/adservice-6f89c99b76-5vrgb Readiness probe failed: timeout: health rpc did not complete within 1s\n2m6s Warning Unhealthy pod/adservice-6f89c99b76-5vrgb Liveness probe failed: timeout: health rpc did not complete within 1s\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'resourcequota', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME AGE REQUEST LIMIT\nstorage-quota 2m6s requests.storage: 0/1Gi \n" + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/admission/57/path2.json b/golden-trajectory/boutique/admission/57/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..6a37cacbb5e8c80c557959ee895177aa47b92103 --- /dev/null +++ b/golden-trajectory/boutique/admission/57/path2.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetResources", + "GetResources", + "GetAppYAML", + "GetResources" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-6f89c99b76-5vrgb 1/1 Running 0 109s\ncartservice-7c5f46fc47-f89vv 1/1 Running 0 109s\ncheckoutservice-8445f8b6cb-krfxz 1/1 Running 0 109s\ncurrencyservice-5bc9dbdf66-k6v8c 1/1 Running 0 109s\nemailservice-c86b9b8f6-64rt8 1/1 Running 0 108s\nfrontend-6778bd7b8b-7xbww 1/1 Running 0 108s\npaymentservice-64b6c744b5-kmcmn 1/1 Running 0 108s\nproductcatalogservice-6fb89f98f8-h59h2 1/1 Running 0 108s\nrecommendationservice-786899779d-mfd7n 1/1 Running 0 108s\nredis-cart-5858bb886-dvpvz 0/1 Pending 0 107s\nshippingservice-7ff54bf6b6-vl7r4 1/1 Running 0 107s\n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-5858bb886-dvpvz'}", + "output": "Name: redis-cart-5858bb886-dvpvz\nNamespace: boutique\nPriority: 0\nService Account: default\nNode: \nLabels: app=redis-cart\n pod-template-hash=5858bb886\nAnnotations: \nStatus: Pending\nIP: \nIPs: \nControlled By: ReplicaSet/redis-cart-5858bb886\nContainers:\n redis:\n Image: redis:alpine\n Port: 6379/TCP\n Host Port: 0/TCP\n Limits:\n cpu: 200m\n memory: 300Mi\n Requests:\n cpu: 100m\n memory: 300Mi\n Liveness: tcp-socket :6379 delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: tcp-socket :6379 delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment: \n Mounts:\n /data from redis-data (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-42tlc (ro)\nConditions:\n Type Status\n PodScheduled False \nVolumes:\n redis-data:\n Type: PersistentVolumeClaim (a reference to a PersistentVolumeClaim in the same namespace)\n ClaimName: redis-cart-pvc\n ReadOnly: false\n kube-api-access-42tlc:\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 Warning FailedScheduling 109s default-scheduler 0/4 nodes are available: persistentvolumeclaim \"redis-cart-pvc\" not found. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pvc', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pv', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME CAPACITY ACCESS MODES RECLAIM POLICY STATUS CLAIM STORAGECLASS VOLUMEATTRIBUTESCLASS REASON AGE\nredis-cart-pv 5Gi RWO Retain Available 2m10s\n" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'redis-cart'}", + "output": "apiVersion: v1\nkind: PersistentVolume\nmetadata:\n name: redis-cart-pv\nspec:\n capacity:\n storage: 5Gi\n accessModes:\n - ReadWriteOnce\n persistentVolumeReclaimPolicy: Retain\n storageClassName: \"\"\n hostPath:\n path: \"/mnt/data\"\n type: DirectoryOrCreate\n---\napiVersion: v1\nkind: PersistentVolumeClaim\nmetadata:\n name: redis-cart-pvc\n namespace: boutique\nspec:\n accessModes:\n - ReadWriteOnce\n resources:\n requests:\n storage: 5Gi\n storageClassName: \"\"\n---\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: redis-cart\n namespace: boutique\n labels:\n app: redis-cart\nspec:\n selector:\n matchLabels:\n app: redis-cart\n template:\n metadata:\n labels:\n app: redis-cart\n spec:\n securityContext:\n fsGroup: 1000\n runAsGroup: 1000\n runAsNonRoot: true\n runAsUser: 1000\n containers:\n - name: redis\n securityContext:\n allowPrivilegeEscalation: false\n capabilities:\n drop:\n - ALL\n privileged: false\n readOnlyRootFilesystem: true\n image: redis:alpine\n ports:\n - containerPort: 6379\n readinessProbe:\n initialDelaySeconds: 5\n tcpSocket:\n port: 6379\n livenessProbe:\n initialDelaySeconds: 5\n tcpSocket:\n port: 6379\n volumeMounts:\n - mountPath: /data\n name: redis-data\n resources:\n limits:\n memory: 300Mi\n cpu: 200m\n requests:\n cpu: 100m\n memory: 300Mi\n volumes:\n - name: redis-data\n persistentVolumeClaim:\n claimName: redis-cart-pvc\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: redis-cart\n namespace: boutique\n labels:\n app: redis-cart\nspec:\n type: ClusterIP\n selector:\n app: redis-cart\n ports:\n - name: tcp-redis\n port: 6379\n targetPort: 6379" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'resourcequota', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME AGE REQUEST LIMIT\nstorage-quota 2m6s requests.storage: 0/1Gi \n" + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/admission/58/path1.json b/golden-trajectory/boutique/admission/58/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..a8e8181f7b537876754ec0e0a8393a7ba2e7f9ca --- /dev/null +++ b/golden-trajectory/boutique/admission/58/path1.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetResources", + "GetAppYAML", + "GetResources", + "GetResources" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-99b76fc49-twdhl 1/1 Running 0 94s\ncartservice-9b469fbc4-xw7sj 1/1 Running 0 94s\ncheckoutservice-6bcfb6486c-4m5m5 1/1 Running 0 93s\ncurrencyservice-5c9c9fdd9d-nxhv5 1/1 Running 0 93s\nemailservice-69cb5ccf57-dljgl 1/1 Running 0 93s\nfrontend-78fdd6f7d6-gkc64 1/1 Running 0 93s\npaymentservice-f8b6c595c-tbf79 1/1 Running 0 93s\nproductcatalogservice-5f876f76c9-j47cv 1/1 Running 0 92s\nrecommendationservice-6b4cdff567-7hsrt 1/1 Running 0 92s\nredis-cart-5858bb886-pzpdk 0/1 Pending 0 92s\nshippingservice-696cc9d869-2v5kp 1/1 Running 0 92s\n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-5858bb886-pzpdk'}", + "output": "Name: redis-cart-5858bb886-pzpdk\nNamespace: boutique\nPriority: 0\nService Account: default\nNode: \nLabels: app=redis-cart\n pod-template-hash=5858bb886\nAnnotations: \nStatus: Pending\nIP: \nIPs: \nControlled By: ReplicaSet/redis-cart-5858bb886\nContainers:\n redis:\n Image: redis:alpine\n Port: 6379/TCP\n Host Port: 0/TCP\n Limits:\n cpu: 200m\n memory: 300Mi\n Requests:\n cpu: 100m\n memory: 300Mi\n Liveness: tcp-socket :6379 delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: tcp-socket :6379 delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment: \n Mounts:\n /data from redis-data (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-vzh4k (ro)\nConditions:\n Type Status\n PodScheduled False \nVolumes:\n redis-data:\n Type: PersistentVolumeClaim (a reference to a PersistentVolumeClaim in the same namespace)\n ClaimName: redis-cart-pvc\n ReadOnly: false\n kube-api-access-vzh4k:\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 Warning FailedScheduling 93s default-scheduler 0/4 nodes are available: persistentvolumeclaim \"redis-cart-pvc\" not found. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pvc', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME STATUS VOLUME CAPACITY ACCESS MODES STORAGECLASS VOLUMEATTRIBUTESCLASS AGE\npre-existing-pvc Bound pre-existing-pv 10Gi RWO 102s\n" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'redis-cart'}", + "output": "apiVersion: v1\nkind: PersistentVolume\nmetadata:\n name: redis-cart-pv\nspec:\n capacity:\n storage: 2Gi\n accessModes:\n - ReadWriteOnce\n persistentVolumeReclaimPolicy: Retain\n storageClassName: \"\"\n hostPath:\n path: \"/mnt/data\"\n type: DirectoryOrCreate\n---\napiVersion: v1\nkind: PersistentVolumeClaim\nmetadata:\n name: redis-cart-pvc\n namespace: boutique\nspec:\n accessModes:\n - ReadWriteOnce\n resources:\n requests:\n storage: 2Gi\n storageClassName: \"\"\n---\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: redis-cart\n namespace: boutique\n labels:\n app: redis-cart\nspec:\n selector:\n matchLabels:\n app: redis-cart\n template:\n metadata:\n labels:\n app: redis-cart\n spec:\n securityContext:\n fsGroup: 1000\n runAsGroup: 1000\n runAsNonRoot: true\n runAsUser: 1000\n containers:\n - name: redis\n securityContext:\n allowPrivilegeEscalation: false\n capabilities:\n drop:\n - ALL\n privileged: false\n readOnlyRootFilesystem: true\n image: redis:alpine\n ports:\n - containerPort: 6379\n readinessProbe:\n initialDelaySeconds: 5\n tcpSocket:\n port: 6379\n livenessProbe:\n initialDelaySeconds: 5\n tcpSocket:\n port: 6379\n volumeMounts:\n - mountPath: /data\n name: redis-data\n resources:\n limits:\n memory: 300Mi\n cpu: 200m\n requests:\n cpu: 100m\n memory: 300Mi\n volumes:\n - name: redis-data\n persistentVolumeClaim:\n claimName: redis-cart-pvc\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: redis-cart\n namespace: boutique\n labels:\n app: redis-cart\nspec:\n type: ClusterIP\n selector:\n app: redis-cart\n ports:\n - name: tcp-redis\n port: 6379\n targetPort: 6379" + }, + { + "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": "2m Normal SuccessfulCreate replicaset/recommendationservice-6b4cdff567 Created pod: recommendationservice-6b4cdff567-7hsrt\n2m Normal SuccessfulCreate replicaset/shippingservice-696cc9d869 Created pod: shippingservice-696cc9d869-2v5kp\n2m Normal Started pod/emailservice-69cb5ccf57-dljgl Started container server\n2m Normal Pulled pod/productcatalogservice-5f876f76c9-j47cv Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/productcatalogservice:v0.10.3\" already present on machine\n2m Normal ScalingReplicaSet deployment/productcatalogservice Scaled up replica set productcatalogservice-5f876f76c9 to 1\n2m Normal Created pod/productcatalogservice-5f876f76c9-j47cv Created container server\n2m Normal Created pod/paymentservice-f8b6c595c-tbf79 Created container server\n2m Normal Started pod/currencyservice-5c9c9fdd9d-nxhv5 Started container server\n2m Normal Started pod/paymentservice-f8b6c595c-tbf79 Started container server\n2m Normal Pulled pod/emailservice-69cb5ccf57-dljgl Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/emailservice:v0.10.3\" already present on machine\n2m Normal Created pod/emailservice-69cb5ccf57-dljgl Created container server\n119s Normal Pulled pod/recommendationservice-6b4cdff567-7hsrt Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\" already present on machine\n119s Normal Created pod/recommendationservice-6b4cdff567-7hsrt Created container server\n119s Normal Started pod/recommendationservice-6b4cdff567-7hsrt Started container server\n119s Normal Started pod/shippingservice-696cc9d869-2v5kp Started container server\n119s Normal Created pod/shippingservice-696cc9d869-2v5kp Created container server\n119s Normal Pulled pod/shippingservice-696cc9d869-2v5kp Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\" already present on machine\n110s Warning Unhealthy pod/adservice-99b76fc49-twdhl Readiness probe failed: timeout: failed to connect service \"172.20.1.130:9555\" within 1s: context deadline exceeded\n100s Warning Unhealthy pod/adservice-99b76fc49-twdhl Liveness probe failed: timeout: failed to connect service \"172.20.1.130:9555\" within 1s: context deadline exceeded\n100s Warning Unhealthy pod/adservice-99b76fc49-twdhl Readiness probe failed: timeout: health rpc did not complete within 1s\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'resourcequota', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME AGE REQUEST LIMIT\nstorage-quota 112s requests.storage: 9Gi/10Gi \n" + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/admission/58/path2.json b/golden-trajectory/boutique/admission/58/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..a8e8181f7b537876754ec0e0a8393a7ba2e7f9ca --- /dev/null +++ b/golden-trajectory/boutique/admission/58/path2.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetResources", + "GetAppYAML", + "GetResources", + "GetResources" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-99b76fc49-twdhl 1/1 Running 0 94s\ncartservice-9b469fbc4-xw7sj 1/1 Running 0 94s\ncheckoutservice-6bcfb6486c-4m5m5 1/1 Running 0 93s\ncurrencyservice-5c9c9fdd9d-nxhv5 1/1 Running 0 93s\nemailservice-69cb5ccf57-dljgl 1/1 Running 0 93s\nfrontend-78fdd6f7d6-gkc64 1/1 Running 0 93s\npaymentservice-f8b6c595c-tbf79 1/1 Running 0 93s\nproductcatalogservice-5f876f76c9-j47cv 1/1 Running 0 92s\nrecommendationservice-6b4cdff567-7hsrt 1/1 Running 0 92s\nredis-cart-5858bb886-pzpdk 0/1 Pending 0 92s\nshippingservice-696cc9d869-2v5kp 1/1 Running 0 92s\n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-5858bb886-pzpdk'}", + "output": "Name: redis-cart-5858bb886-pzpdk\nNamespace: boutique\nPriority: 0\nService Account: default\nNode: \nLabels: app=redis-cart\n pod-template-hash=5858bb886\nAnnotations: \nStatus: Pending\nIP: \nIPs: \nControlled By: ReplicaSet/redis-cart-5858bb886\nContainers:\n redis:\n Image: redis:alpine\n Port: 6379/TCP\n Host Port: 0/TCP\n Limits:\n cpu: 200m\n memory: 300Mi\n Requests:\n cpu: 100m\n memory: 300Mi\n Liveness: tcp-socket :6379 delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: tcp-socket :6379 delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment: \n Mounts:\n /data from redis-data (rw)\n /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-vzh4k (ro)\nConditions:\n Type Status\n PodScheduled False \nVolumes:\n redis-data:\n Type: PersistentVolumeClaim (a reference to a PersistentVolumeClaim in the same namespace)\n ClaimName: redis-cart-pvc\n ReadOnly: false\n kube-api-access-vzh4k:\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 Warning FailedScheduling 93s default-scheduler 0/4 nodes are available: persistentvolumeclaim \"redis-cart-pvc\" not found. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pvc', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME STATUS VOLUME CAPACITY ACCESS MODES STORAGECLASS VOLUMEATTRIBUTESCLASS AGE\npre-existing-pvc Bound pre-existing-pv 10Gi RWO 102s\n" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'redis-cart'}", + "output": "apiVersion: v1\nkind: PersistentVolume\nmetadata:\n name: redis-cart-pv\nspec:\n capacity:\n storage: 2Gi\n accessModes:\n - ReadWriteOnce\n persistentVolumeReclaimPolicy: Retain\n storageClassName: \"\"\n hostPath:\n path: \"/mnt/data\"\n type: DirectoryOrCreate\n---\napiVersion: v1\nkind: PersistentVolumeClaim\nmetadata:\n name: redis-cart-pvc\n namespace: boutique\nspec:\n accessModes:\n - ReadWriteOnce\n resources:\n requests:\n storage: 2Gi\n storageClassName: \"\"\n---\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: redis-cart\n namespace: boutique\n labels:\n app: redis-cart\nspec:\n selector:\n matchLabels:\n app: redis-cart\n template:\n metadata:\n labels:\n app: redis-cart\n spec:\n securityContext:\n fsGroup: 1000\n runAsGroup: 1000\n runAsNonRoot: true\n runAsUser: 1000\n containers:\n - name: redis\n securityContext:\n allowPrivilegeEscalation: false\n capabilities:\n drop:\n - ALL\n privileged: false\n readOnlyRootFilesystem: true\n image: redis:alpine\n ports:\n - containerPort: 6379\n readinessProbe:\n initialDelaySeconds: 5\n tcpSocket:\n port: 6379\n livenessProbe:\n initialDelaySeconds: 5\n tcpSocket:\n port: 6379\n volumeMounts:\n - mountPath: /data\n name: redis-data\n resources:\n limits:\n memory: 300Mi\n cpu: 200m\n requests:\n cpu: 100m\n memory: 300Mi\n volumes:\n - name: redis-data\n persistentVolumeClaim:\n claimName: redis-cart-pvc\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: redis-cart\n namespace: boutique\n labels:\n app: redis-cart\nspec:\n type: ClusterIP\n selector:\n app: redis-cart\n ports:\n - name: tcp-redis\n port: 6379\n targetPort: 6379" + }, + { + "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": "2m Normal SuccessfulCreate replicaset/recommendationservice-6b4cdff567 Created pod: recommendationservice-6b4cdff567-7hsrt\n2m Normal SuccessfulCreate replicaset/shippingservice-696cc9d869 Created pod: shippingservice-696cc9d869-2v5kp\n2m Normal Started pod/emailservice-69cb5ccf57-dljgl Started container server\n2m Normal Pulled pod/productcatalogservice-5f876f76c9-j47cv Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/productcatalogservice:v0.10.3\" already present on machine\n2m Normal ScalingReplicaSet deployment/productcatalogservice Scaled up replica set productcatalogservice-5f876f76c9 to 1\n2m Normal Created pod/productcatalogservice-5f876f76c9-j47cv Created container server\n2m Normal Created pod/paymentservice-f8b6c595c-tbf79 Created container server\n2m Normal Started pod/currencyservice-5c9c9fdd9d-nxhv5 Started container server\n2m Normal Started pod/paymentservice-f8b6c595c-tbf79 Started container server\n2m Normal Pulled pod/emailservice-69cb5ccf57-dljgl Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/emailservice:v0.10.3\" already present on machine\n2m Normal Created pod/emailservice-69cb5ccf57-dljgl Created container server\n119s Normal Pulled pod/recommendationservice-6b4cdff567-7hsrt Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\" already present on machine\n119s Normal Created pod/recommendationservice-6b4cdff567-7hsrt Created container server\n119s Normal Started pod/recommendationservice-6b4cdff567-7hsrt Started container server\n119s Normal Started pod/shippingservice-696cc9d869-2v5kp Started container server\n119s Normal Created pod/shippingservice-696cc9d869-2v5kp Created container server\n119s Normal Pulled pod/shippingservice-696cc9d869-2v5kp Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\" already present on machine\n110s Warning Unhealthy pod/adservice-99b76fc49-twdhl Readiness probe failed: timeout: failed to connect service \"172.20.1.130:9555\" within 1s: context deadline exceeded\n100s Warning Unhealthy pod/adservice-99b76fc49-twdhl Liveness probe failed: timeout: failed to connect service \"172.20.1.130:9555\" within 1s: context deadline exceeded\n100s Warning Unhealthy pod/adservice-99b76fc49-twdhl Readiness probe failed: timeout: health rpc did not complete within 1s\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'resourcequota', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME AGE REQUEST LIMIT\nstorage-quota 112s requests.storage: 9Gi/10Gi \n" + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/admission/6/path1.json b/golden-trajectory/boutique/admission/6/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..77ef5a42509b73077f46c7acce3415bd0eda4949 --- /dev/null +++ b/golden-trajectory/boutique/admission/6/path1.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetResources", + "GetResources", + "DescribeResource", + "GetAppYAML" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-64ddc5c766-xrpjn 1/1 Running 0 92s\ncartservice-79b49f5555-lv5mr 1/1 Running 0 92s\ncheckoutservice-8445f8b6cb-tqcqg 1/1 Running 0 92s\ncurrencyservice-75686c9564-svrj7 1/1 Running 0 92s\nemailservice-c86b9b8f6-6nmwg 1/1 Running 0 91s\npaymentservice-78c5996648-4gz79 1/1 Running 0 91s\nproductcatalogservice-ddb46fc86-vh4r2 1/1 Running 0 91s\nrecommendationservice-7bf5b7d9b8-t49sd 1/1 Running 0 91s\nredis-cart-6f966d9cc9-skzdq 1/1 Running 0 91s\nshippingservice-7ff54bf6b6-dcxbc 1/1 Running 0 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 10.68.52.66 9555/TCP 95s\ncartservice ClusterIP 10.68.212.0 7070/TCP 95s\ncheckoutservice ClusterIP 10.68.164.57 5050/TCP 95s\ncurrencyservice ClusterIP 10.68.128.117 7000/TCP 95s\nemailservice ClusterIP 10.68.249.81 5000/TCP 95s\nfrontend ClusterIP 10.68.217.6 80/TCP 93s\nfrontend-external NodePort 10.68.81.13 80:30080/TCP 93s\npaymentservice ClusterIP 10.68.162.168 50051/TCP 94s\nproductcatalogservice ClusterIP 10.68.233.239 3550/TCP 94s\nrecommendationservice ClusterIP 10.68.126.122 8080/TCP 94s\nredis-cart ClusterIP 10.68.46.103 6379/TCP 94s\nshippingservice ClusterIP 10.68.125.130 50051/TCP 94s\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 172.20.1.196:9555 108s\ncartservice 172.20.2.32:7070 108s\ncheckoutservice 172.20.1.197:5050 108s\ncurrencyservice 172.20.2.33:7000 108s\nemailservice 172.20.2.34:8080 108s\nfrontend 106s\nfrontend-external 106s\npaymentservice 172.20.1.198:50051 107s\nproductcatalogservice 172.20.2.35:3550 107s\nrecommendationservice 172.20.1.199:8080 107s\nredis-cart 172.20.2.36:6379 107s\nshippingservice 172.20.1.200:50051 107s\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'replicaset', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME DESIRED CURRENT READY AGE\nadservice-64ddc5c766 1 1 1 102s\ncartservice-79b49f5555 1 1 1 102s\ncheckoutservice-8445f8b6cb 1 1 1 102s\ncurrencyservice-75686c9564 1 1 1 102s\nemailservice-c86b9b8f6 1 1 1 102s\nfrontend-fbbd6d5f5 1 0 0 100s\npaymentservice-78c5996648 1 1 1 101s\nproductcatalogservice-ddb46fc86 1 1 1 101s\nrecommendationservice-7bf5b7d9b8 1 1 1 101s\nredis-cart-6f966d9cc9 1 1 1 101s\nshippingservice-7ff54bf6b6 1 1 1 101s\n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'replicaset', name: 'frontend-fbbd6d5f5'}", + "output": "Name: frontend-fbbd6d5f5\nNamespace: boutique\nSelector: app=frontend,pod-template-hash=fbbd6d5f5\nLabels: app=frontend\n pod-template-hash=fbbd6d5f5\nAnnotations: deployment.kubernetes.io/desired-replicas: 1\n deployment.kubernetes.io/max-replicas: 2\n deployment.kubernetes.io/revision: 1\nControlled By: Deployment/frontend\nReplicas: 0 current / 1 desired\nPods Status: 0 Running / 0 Waiting / 0 Succeeded / 0 Failed\nPod Template:\n Labels: app=frontend\n pod-template-hash=fbbd6d5f5\n Annotations: sidecar.istio.io/rewriteAppHTTPProbers: true\n Service Account: frontend-missing\n Containers:\n server:\n Image: us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\n Port: 8080/TCP\n Host Port: 0/TCP\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 Volumes: \n Node-Selectors: \n Tolerations: \nConditions:\n Type Status Reason\n ---- ------ ------\n ReplicaFailure True FailedCreate\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Warning FailedCreate 20s (x15 over 102s) replicaset-controller Error creating: pods \"frontend-fbbd6d5f5-\" is forbidden: error looking up service account boutique/frontend-missing: serviceaccount \"frontend-missing\" not found\n" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'frontend'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: frontend\n namespace: boutique\n labels:\n app: frontend\nspec:\n selector:\n matchLabels:\n app: frontend\n template:\n metadata:\n labels:\n app: frontend\n annotations:\n sidecar.istio.io/rewriteAppHTTPProbers: \"true\"\n spec:\n serviceAccountName: frontend-missing\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: true\n image: us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\n ports:\n - containerPort: 8080\n readinessProbe:\n initialDelaySeconds: 5\n httpGet:\n path: \"/_healthz\"\n port: 8080\n httpHeaders:\n - name: \"Cookie\"\n value: \"shop_session-id=x-readiness-probe\"\n livenessProbe:\n initialDelaySeconds: 5\n httpGet:\n path: \"/_healthz\"\n port: 8080\n httpHeaders:\n - name: \"Cookie\"\n value: \"shop_session-id=x-liveness-probe\"\n env:\n - name: PORT\n value: \"8080\"\n - name: PRODUCT_CATALOG_SERVICE_ADDR\n value: \"productcatalogservice:3550\"\n - name: CURRENCY_SERVICE_ADDR\n value: \"currencyservice:7000\"\n - name: CART_SERVICE_ADDR\n value: \"cartservice:7070\"\n - name: RECOMMENDATION_SERVICE_ADDR\n value: \"recommendationservice:8080\"\n - name: SHIPPING_SERVICE_ADDR\n value: \"shippingservice:50051\"\n - name: CHECKOUT_SERVICE_ADDR\n value: \"checkoutservice:5050\"\n - name: AD_SERVICE_ADDR\n value: \"adservice:9555\"\n - name: SHOPPING_ASSISTANT_SERVICE_ADDR\n value: \"shoppingassistantservice:80\"\n - name: ENABLE_PROFILER\n value: \"0\"\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: frontend\n namespace: boutique\n labels:\n app: frontend\nspec:\n type: ClusterIP\n selector:\n app: frontend\n ports:\n - name: http\n port: 80\n targetPort: 8080\n\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: frontend\n namespace: boutique\n\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: frontend-external\n namespace: boutique\n labels:\n app: frontend\nspec:\n type: NodePort\n selector:\n app: frontend\n ports:\n - name: http\n port: 80\n targetPort: 8080\n nodePort: 30080" + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/admission/6/path2.json b/golden-trajectory/boutique/admission/6/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..fbff2f9871ff6d5e30b16cae78ecac3d7674138b --- /dev/null +++ b/golden-trajectory/boutique/admission/6/path2.json @@ -0,0 +1,52 @@ +{ + "statistics": { + "valid_tool_call_count": 7, + "total_trace_steps": 7, + "history_called_tool_names": [ + "GetResources", + "GetRecentLogs", + "GetResources", + "DescribeResource", + "GetResources", + "DescribeResource", + "GetAppYAML" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-64ddc5c766-xrpjn 1/1 Running 0 92s\ncartservice-79b49f5555-lv5mr 1/1 Running 0 92s\ncheckoutservice-8445f8b6cb-tqcqg 1/1 Running 0 92s\ncurrencyservice-75686c9564-svrj7 1/1 Running 0 92s\nemailservice-c86b9b8f6-6nmwg 1/1 Running 0 91s\npaymentservice-78c5996648-4gz79 1/1 Running 0 91s\nproductcatalogservice-ddb46fc86-vh4r2 1/1 Running 0 91s\nrecommendationservice-7bf5b7d9b8-t49sd 1/1 Running 0 91s\nredis-cart-6f966d9cc9-skzdq 1/1 Running 0 91s\nshippingservice-7ff54bf6b6-dcxbc 1/1 Running 0 90s\n" + }, + { + "tool_name": "GetRecentLogs", + "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'frontend', lines: 20}", + "output": [] + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'deploy', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY UP-TO-DATE AVAILABLE AGE\nadservice 1/1 1 1 98s\ncartservice 1/1 1 1 98s\ncheckoutservice 1/1 1 1 98s\ncurrencyservice 1/1 1 1 98s\nemailservice 1/1 1 1 98s\nfrontend 0/1 0 0 96s\npaymentservice 1/1 1 1 97s\nproductcatalogservice 1/1 1 1 97s\nrecommendationservice 1/1 1 1 97s\nredis-cart 1/1 1 1 97s\nshippingservice 1/1 1 1 97s\n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'deploy', name: 'frontend'}", + "output": "Name: frontend\nNamespace: boutique\nCreationTimestamp: Fri, 28 Nov 2025 15:47:14 +0800\nLabels: app=frontend\nAnnotations: deployment.kubernetes.io/revision: 1\nSelector: app=frontend\nReplicas: 1 desired | 0 updated | 0 total | 0 available | 1 unavailable\nStrategyType: RollingUpdate\nMinReadySeconds: 0\nRollingUpdateStrategy: 25% max unavailable, 25% max surge\nPod Template:\n Labels: app=frontend\n Annotations: sidecar.istio.io/rewriteAppHTTPProbers: true\n Service Account: frontend-missing\n Containers:\n server:\n Image: us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\n Port: 8080/TCP\n Host Port: 0/TCP\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 Volumes: \n Node-Selectors: \n Tolerations: \nConditions:\n Type Status Reason\n ---- ------ ------\n Progressing True NewReplicaSetCreated\n Available False MinimumReplicasUnavailable\n ReplicaFailure True FailedCreate\nOldReplicaSets: \nNewReplicaSet: frontend-fbbd6d5f5 (0/1 replicas created)\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal ScalingReplicaSet 97s deployment-controller Scaled up replica set frontend-fbbd6d5f5 to 1\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'replicaset', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME DESIRED CURRENT READY AGE\nadservice-64ddc5c766 1 1 1 102s\ncartservice-79b49f5555 1 1 1 102s\ncheckoutservice-8445f8b6cb 1 1 1 102s\ncurrencyservice-75686c9564 1 1 1 102s\nemailservice-c86b9b8f6 1 1 1 102s\nfrontend-fbbd6d5f5 1 0 0 100s\npaymentservice-78c5996648 1 1 1 101s\nproductcatalogservice-ddb46fc86 1 1 1 101s\nrecommendationservice-7bf5b7d9b8 1 1 1 101s\nredis-cart-6f966d9cc9 1 1 1 101s\nshippingservice-7ff54bf6b6 1 1 1 101s\n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'replicaset', name: 'frontend-fbbd6d5f5'}", + "output": "Name: frontend-fbbd6d5f5\nNamespace: boutique\nSelector: app=frontend,pod-template-hash=fbbd6d5f5\nLabels: app=frontend\n pod-template-hash=fbbd6d5f5\nAnnotations: deployment.kubernetes.io/desired-replicas: 1\n deployment.kubernetes.io/max-replicas: 2\n deployment.kubernetes.io/revision: 1\nControlled By: Deployment/frontend\nReplicas: 0 current / 1 desired\nPods Status: 0 Running / 0 Waiting / 0 Succeeded / 0 Failed\nPod Template:\n Labels: app=frontend\n pod-template-hash=fbbd6d5f5\n Annotations: sidecar.istio.io/rewriteAppHTTPProbers: true\n Service Account: frontend-missing\n Containers:\n server:\n Image: us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\n Port: 8080/TCP\n Host Port: 0/TCP\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 Volumes: \n Node-Selectors: \n Tolerations: \nConditions:\n Type Status Reason\n ---- ------ ------\n ReplicaFailure True FailedCreate\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Warning FailedCreate 20s (x15 over 102s) replicaset-controller Error creating: pods \"frontend-fbbd6d5f5-\" is forbidden: error looking up service account boutique/frontend-missing: serviceaccount \"frontend-missing\" not found\n" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'frontend'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: frontend\n namespace: boutique\n labels:\n app: frontend\nspec:\n selector:\n matchLabels:\n app: frontend\n template:\n metadata:\n labels:\n app: frontend\n annotations:\n sidecar.istio.io/rewriteAppHTTPProbers: \"true\"\n spec:\n serviceAccountName: frontend-missing\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: true\n image: us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\n ports:\n - containerPort: 8080\n readinessProbe:\n initialDelaySeconds: 5\n httpGet:\n path: \"/_healthz\"\n port: 8080\n httpHeaders:\n - name: \"Cookie\"\n value: \"shop_session-id=x-readiness-probe\"\n livenessProbe:\n initialDelaySeconds: 5\n httpGet:\n path: \"/_healthz\"\n port: 8080\n httpHeaders:\n - name: \"Cookie\"\n value: \"shop_session-id=x-liveness-probe\"\n env:\n - name: PORT\n value: \"8080\"\n - name: PRODUCT_CATALOG_SERVICE_ADDR\n value: \"productcatalogservice:3550\"\n - name: CURRENCY_SERVICE_ADDR\n value: \"currencyservice:7000\"\n - name: CART_SERVICE_ADDR\n value: \"cartservice:7070\"\n - name: RECOMMENDATION_SERVICE_ADDR\n value: \"recommendationservice:8080\"\n - name: SHIPPING_SERVICE_ADDR\n value: \"shippingservice:50051\"\n - name: CHECKOUT_SERVICE_ADDR\n value: \"checkoutservice:5050\"\n - name: AD_SERVICE_ADDR\n value: \"adservice:9555\"\n - name: SHOPPING_ASSISTANT_SERVICE_ADDR\n value: \"shoppingassistantservice:80\"\n - name: ENABLE_PROFILER\n value: \"0\"\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: frontend\n namespace: boutique\n labels:\n app: frontend\nspec:\n type: ClusterIP\n selector:\n app: frontend\n ports:\n - name: http\n port: 80\n targetPort: 8080\n\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: frontend\n namespace: boutique\n\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: frontend-external\n namespace: boutique\n labels:\n app: frontend\nspec:\n type: NodePort\n selector:\n app: frontend\n ports:\n - name: http\n port: 80\n targetPort: 8080\n nodePort: 30080" + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/admission/7/path1.json b/golden-trajectory/boutique/admission/7/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..9f3bb02f93f6e7b69fa5bc9ca1a639ac76b9d36a --- /dev/null +++ b/golden-trajectory/boutique/admission/7/path1.json @@ -0,0 +1,40 @@ +{ + "statistics": { + "valid_tool_call_count": 5, + "total_trace_steps": 5, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "DescribeResource", + "GetResources", + "GetAppYAML" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-64ddc5c766-g8qsf 1/1 Running 0 93s\ncartservice-79b49f5555-ctd95 1/1 Running 0 93s\ncheckoutservice-8445f8b6cb-wd4gp 1/1 Running 0 93s\ncurrencyservice-75686c9564-6kkcp 1/1 Running 0 92s\nemailservice-c86b9b8f6-kdxvf 1/1 Running 0 92s\nfrontend-657dd795f-79ns2 1/1 Running 0 92s\nproductcatalogservice-ddb46fc86-pq9rm 1/1 Running 0 92s\nrecommendationservice-7bf5b7d9b8-d926b 1/1 Running 0 92s\nredis-cart-6f966d9cc9-dmf4s 1/1 Running 0 91s\nshippingservice-7ff54bf6b6-84b8d 1/1 Running 0 91s\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 172.20.1.206:9555 109s\ncartservice 172.20.2.42:7070 109s\ncheckoutservice 172.20.1.207:5050 109s\ncurrencyservice 172.20.2.43:7000 108s\nemailservice 172.20.1.208:8080 108s\nfrontend 172.20.2.44:8080 108s\nfrontend-external 172.20.2.44:8080 108s\npaymentservice 107s\nproductcatalogservice 172.20.2.45:3550 108s\nrecommendationservice 172.20.1.209:8080 108s\nredis-cart 172.20.2.46:6379 107s\nshippingservice 172.20.2.47:50051 107s\n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'deploy', name: 'paymentservice'}", + "output": "Name: paymentservice\nNamespace: boutique\nCreationTimestamp: Fri, 28 Nov 2025 15:51:20 +0800\nLabels: app=paymentservice\nAnnotations: deployment.kubernetes.io/revision: 1\nSelector: app=paymentservice\nReplicas: 1 desired | 0 updated | 0 total | 0 available | 1 unavailable\nStrategyType: RollingUpdate\nMinReadySeconds: 0\nRollingUpdateStrategy: 25% max unavailable, 25% max surge\nPod Template:\n Labels: app=paymentservice\n Service Account: payment-service\n Containers:\n server:\n Image: us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\n Port: 50051/TCP\n Host Port: 0/TCP\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Liveness: grpc :50051 delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: grpc :50051 delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment:\n PORT: 50051\n DISABLE_PROFILER: 1\n Mounts: \n Volumes: \n Node-Selectors: \n Tolerations: \nConditions:\n Type Status Reason\n ---- ------ ------\n Progressing True NewReplicaSetCreated\n Available False MinimumReplicasUnavailable\n ReplicaFailure True FailedCreate\nOldReplicaSets: \nNewReplicaSet: paymentservice-f8f957d54 (0/1 replicas created)\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal ScalingReplicaSet 98s deployment-controller Scaled up replica set paymentservice-f8f957d54 to 1\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'events', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "118s Normal ScalingReplicaSet deployment/shippingservice Scaled up replica set shippingservice-7ff54bf6b6 to 1\n118s Normal Created pod/redis-cart-6f966d9cc9-dmf4s Created container redis\n118s Normal Pulled pod/redis-cart-6f966d9cc9-dmf4s Container image \"redis:alpine\" already present on machine\n118s Normal SuccessfulCreate replicaset/redis-cart-6f966d9cc9 Created pod: redis-cart-6f966d9cc9-dmf4s\n118s Normal ScalingReplicaSet deployment/redis-cart Scaled up replica set redis-cart-6f966d9cc9 to 1\n118s Normal Created pod/shippingservice-7ff54bf6b6-84b8d Created container server\n118s Normal Started pod/productcatalogservice-ddb46fc86-pq9rm Started container server\n118s Normal Created pod/productcatalogservice-ddb46fc86-pq9rm Created container server\n118s Normal Pulled pod/recommendationservice-7bf5b7d9b8-d926b Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\" already present on machine\n118s Normal Scheduled pod/redis-cart-6f966d9cc9-dmf4s Successfully assigned boutique/redis-cart-6f966d9cc9-dmf4s to worker-02\n118s Normal SuccessfulCreate replicaset/shippingservice-7ff54bf6b6 Created pod: shippingservice-7ff54bf6b6-84b8d\n118s Normal Pulled pod/shippingservice-7ff54bf6b6-84b8d Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\" already present on machine\n118s Normal Created pod/frontend-657dd795f-79ns2 Created container server\n118s Normal Started pod/frontend-657dd795f-79ns2 Started container server\n118s Normal Started pod/recommendationservice-7bf5b7d9b8-d926b Started container server\n118s Normal ScalingReplicaSet deployment/paymentservice Scaled up replica set paymentservice-f8f957d54 to 1\n118s Normal Scheduled pod/shippingservice-7ff54bf6b6-84b8d Successfully assigned boutique/shippingservice-7ff54bf6b6-84b8d to worker-02\n117s Normal Started pod/shippingservice-7ff54bf6b6-84b8d Started container server\n117s Normal Started pod/redis-cart-6f966d9cc9-dmf4s Started container redis\n36s Warning FailedCreate replicaset/paymentservice-f8f957d54 Error creating: pods \"paymentservice-f8f957d54-\" is forbidden: error looking up service account boutique/payment-service: serviceaccount \"payment-service\" not found\n" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'paymentservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: paymentservice\n namespace: boutique\n labels:\n app: paymentservice\nspec:\n selector:\n matchLabels:\n app: paymentservice\n template:\n metadata:\n labels:\n app: paymentservice\n spec:\n serviceAccountName: payment-service\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: true\n image: us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\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: paymentservice\n namespace: boutique\n labels:\n app: paymentservice\nspec:\n type: ClusterIP\n selector:\n app: paymentservice\n ports:\n - name: grpc\n port: 50051\n targetPort: 50051\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: paymentservice\n namespace: boutique" + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/admission/7/path2.json b/golden-trajectory/boutique/admission/7/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..f11c028e9a76b7fd90eb9a9a35f65edb1c144336 --- /dev/null +++ b/golden-trajectory/boutique/admission/7/path2.json @@ -0,0 +1,64 @@ +{ + "statistics": { + "valid_tool_call_count": 9, + "total_trace_steps": 9, + "history_called_tool_names": [ + "GetResources", + "GetErrorLogs", + "GetResources", + "GetResources", + "GetResources", + "DescribeResource", + "GetResources", + "DescribeResource", + "GetAppYAML" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-64ddc5c766-g8qsf 1/1 Running 0 93s\ncartservice-79b49f5555-ctd95 1/1 Running 0 93s\ncheckoutservice-8445f8b6cb-wd4gp 1/1 Running 0 93s\ncurrencyservice-75686c9564-6kkcp 1/1 Running 0 92s\nemailservice-c86b9b8f6-kdxvf 1/1 Running 0 92s\nfrontend-657dd795f-79ns2 1/1 Running 0 92s\nproductcatalogservice-ddb46fc86-pq9rm 1/1 Running 0 92s\nrecommendationservice-7bf5b7d9b8-d926b 1/1 Running 0 92s\nredis-cart-6f966d9cc9-dmf4s 1/1 Running 0 91s\nshippingservice-7ff54bf6b6-84b8d 1/1 Running 0 91s\n" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "\"{\\n \\\"total_log_count\\\": 889,\\n \\\"total_errors\\\": 11,\\n \\\"total_error_ratio\\\": 0.0124,\\n \\\"patterns\\\": [\\n {\\n \\\"count\\\": 9,\\n \\\"ratio\\\": 0.0101,\\n \\\"sample\\\": \\\"{\\\\\\\"error\\\\\\\":\\\\\\\"failed to complete the order: rpc error: code = Internal desc = failed to charge card: could not charge the card: rpc error: code = Unavailable desc = connection error: desc = \\\\\\\\\\\\\\\"transport: Error while dialing: dial tcp 10.68.31.183:50051: connect: connection refused\\\\\\\\\\\\\\\"\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"9c7fd755-e981-4c92-a16b-5df07180aa44\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"POST\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/cart/checkout\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"request error\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"15721d53-ca45-44c5-ba7d-4877d0be1380\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2025-11-28T07:52:39.287692454Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 1,\\n \\\"ratio\\\": 0.0011,\\n \\\"sample\\\": \\\"{\\\\\\\"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\\\\\\\":\\\\\\\"2025-11-28T07:51:20.27706284Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 1,\\n \\\"ratio\\\": 0.0011,\\n \\\"sample\\\": \\\"{\\\\\\\"message\\\\\\\":\\\\\\\"Failed to fetch the Zone of the node where the pod is scheduledmetadata: GCE metadata \\\\\\\\\\\\\\\"instance/zone\\\\\\\\\\\\\\\" not defined\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2025-11-28T07:51:20.287306871Z\\\\\\\"}\\\"\\n }\\n ]\\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 10.68.133.29 9555/TCP 95s\ncartservice ClusterIP 10.68.251.214 7070/TCP 95s\ncheckoutservice ClusterIP 10.68.34.249 5050/TCP 95s\ncurrencyservice ClusterIP 10.68.47.201 7000/TCP 94s\nemailservice ClusterIP 10.68.128.86 5000/TCP 94s\nfrontend ClusterIP 10.68.216.213 80/TCP 94s\nfrontend-external NodePort 10.68.200.214 80:30080/TCP 94s\npaymentservice ClusterIP 10.68.31.183 50051/TCP 93s\nproductcatalogservice ClusterIP 10.68.96.138 3550/TCP 94s\nrecommendationservice ClusterIP 10.68.184.164 8080/TCP 94s\nredis-cart ClusterIP 10.68.226.250 6379/TCP 93s\nshippingservice ClusterIP 10.68.2.247 50051/TCP 93s\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 172.20.1.206:9555 109s\ncartservice 172.20.2.42:7070 109s\ncheckoutservice 172.20.1.207:5050 109s\ncurrencyservice 172.20.2.43:7000 108s\nemailservice 172.20.1.208:8080 108s\nfrontend 172.20.2.44:8080 108s\nfrontend-external 172.20.2.44:8080 108s\npaymentservice 107s\nproductcatalogservice 172.20.2.45:3550 108s\nrecommendationservice 172.20.1.209:8080 108s\nredis-cart 172.20.2.46:6379 107s\nshippingservice 172.20.2.47:50051 107s\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'deploy', name: 'paymentservice', show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY UP-TO-DATE AVAILABLE AGE\npaymentservice 0/1 0 0 98s\n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'deploy', name: 'paymentservice'}", + "output": "Name: paymentservice\nNamespace: boutique\nCreationTimestamp: Fri, 28 Nov 2025 15:51:20 +0800\nLabels: app=paymentservice\nAnnotations: deployment.kubernetes.io/revision: 1\nSelector: app=paymentservice\nReplicas: 1 desired | 0 updated | 0 total | 0 available | 1 unavailable\nStrategyType: RollingUpdate\nMinReadySeconds: 0\nRollingUpdateStrategy: 25% max unavailable, 25% max surge\nPod Template:\n Labels: app=paymentservice\n Service Account: payment-service\n Containers:\n server:\n Image: us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\n Port: 50051/TCP\n Host Port: 0/TCP\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Liveness: grpc :50051 delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: grpc :50051 delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment:\n PORT: 50051\n DISABLE_PROFILER: 1\n Mounts: \n Volumes: \n Node-Selectors: \n Tolerations: \nConditions:\n Type Status Reason\n ---- ------ ------\n Progressing True NewReplicaSetCreated\n Available False MinimumReplicasUnavailable\n ReplicaFailure True FailedCreate\nOldReplicaSets: \nNewReplicaSet: paymentservice-f8f957d54 (0/1 replicas created)\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal ScalingReplicaSet 98s deployment-controller Scaled up replica set paymentservice-f8f957d54 to 1\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'replicaset', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME DESIRED CURRENT READY AGE\nadservice-64ddc5c766 1 1 1 103s\ncartservice-79b49f5555 1 1 1 103s\ncheckoutservice-8445f8b6cb 1 1 1 103s\ncurrencyservice-75686c9564 1 1 1 102s\nemailservice-c86b9b8f6 1 1 1 102s\nfrontend-657dd795f 1 1 1 102s\npaymentservice-f8f957d54 1 0 0 101s\nproductcatalogservice-ddb46fc86 1 1 1 102s\nrecommendationservice-7bf5b7d9b8 1 1 1 102s\nredis-cart-6f966d9cc9 1 1 1 101s\nshippingservice-7ff54bf6b6 1 1 1 101s\n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'replicaset', name: 'paymentservice-f8f957d54'}", + "output": "Name: paymentservice-f8f957d54\nNamespace: boutique\nSelector: app=paymentservice,pod-template-hash=f8f957d54\nLabels: app=paymentservice\n pod-template-hash=f8f957d54\nAnnotations: deployment.kubernetes.io/desired-replicas: 1\n deployment.kubernetes.io/max-replicas: 2\n deployment.kubernetes.io/revision: 1\nControlled By: Deployment/paymentservice\nReplicas: 0 current / 1 desired\nPods Status: 0 Running / 0 Waiting / 0 Succeeded / 0 Failed\nPod Template:\n Labels: app=paymentservice\n pod-template-hash=f8f957d54\n Service Account: payment-service\n Containers:\n server:\n Image: us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\n Port: 50051/TCP\n Host Port: 0/TCP\n Limits:\n cpu: 200m\n memory: 128Mi\n Requests:\n cpu: 100m\n memory: 64Mi\n Liveness: grpc :50051 delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: grpc :50051 delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment:\n PORT: 50051\n DISABLE_PROFILER: 1\n Mounts: \n Volumes: \n Node-Selectors: \n Tolerations: \nConditions:\n Type Status Reason\n ---- ------ ------\n ReplicaFailure True FailedCreate\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Warning FailedCreate 21s (x15 over 103s) replicaset-controller Error creating: pods \"paymentservice-f8f957d54-\" is forbidden: error looking up service account boutique/payment-service: serviceaccount \"payment-service\" not found\n" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'paymentservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: paymentservice\n namespace: boutique\n labels:\n app: paymentservice\nspec:\n selector:\n matchLabels:\n app: paymentservice\n template:\n metadata:\n labels:\n app: paymentservice\n spec:\n serviceAccountName: payment-service\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: true\n image: us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\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: paymentservice\n namespace: boutique\n labels:\n app: paymentservice\nspec:\n type: ClusterIP\n selector:\n app: paymentservice\n ports:\n - name: grpc\n port: 50051\n targetPort: 50051\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: paymentservice\n namespace: boutique" + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/admission/8/path1.json b/golden-trajectory/boutique/admission/8/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..06bab42d2f0cb111d664e6bd273b9bd9dc7b6b29 --- /dev/null +++ b/golden-trajectory/boutique/admission/8/path1.json @@ -0,0 +1,40 @@ +{ + "statistics": { + "valid_tool_call_count": 5, + "total_trace_steps": 5, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetResources", + "GetResources", + "GetAppYAML" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-64ddc5c766-5lqnv 1/1 Running 0 93s\ncartservice-79b49f5555-vhbr7 1/1 Running 0 93s\ncheckoutservice-8445f8b6cb-59pnr 1/1 Running 0 93s\ncurrencyservice-75686c9564-5j4rs 1/1 Running 0 92s\nemailservice-c86b9b8f6-r8s2h 1/1 Running 0 92s\nfrontend-657dd795f-p7rww 1/1 Running 0 92s\npaymentservice-78c5996648-8h96b 1/1 Running 0 92s\nrecommendationservice-7bf5b7d9b8-b6btk 1/1 Running 0 92s\nredis-cart-6f966d9cc9-rw42q 1/1 Running 0 91s\nshippingservice-7ff54bf6b6-lpgpw 1/1 Running 0 91s\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 10.68.89.217 9555/TCP 95s\ncartservice ClusterIP 10.68.196.155 7070/TCP 95s\ncheckoutservice ClusterIP 10.68.138.111 5050/TCP 95s\ncurrencyservice ClusterIP 10.68.91.36 7000/TCP 94s\nemailservice ClusterIP 10.68.120.85 5000/TCP 94s\nfrontend ClusterIP 10.68.217.204 80/TCP 94s\nfrontend-external NodePort 10.68.131.64 80:30080/TCP 94s\npaymentservice ClusterIP 10.68.193.32 50051/TCP 94s\nproductcatalogservice ClusterIP 10.68.103.92 3550/TCP 93s\nrecommendationservice ClusterIP 10.68.80.122 8080/TCP 94s\nredis-cart ClusterIP 10.68.240.175 6379/TCP 93s\nshippingservice ClusterIP 10.68.64.144 50051/TCP 93s\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 172.20.2.48:9555 109s\ncartservice 172.20.1.210:7070 109s\ncheckoutservice 172.20.1.211:5050 109s\ncurrencyservice 172.20.2.49:7000 108s\nemailservice 172.20.2.50:8080 108s\nfrontend 172.20.1.212:8080 108s\nfrontend-external 172.20.1.212:8080 108s\npaymentservice 172.20.2.51:50051 108s\nproductcatalogservice 107s\nrecommendationservice 172.20.1.213:8080 108s\nredis-cart 172.20.2.52:6379 107s\nshippingservice 172.20.1.214:50051 107s\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": "119s Normal Created pod/frontend-657dd795f-p7rww Created container server\n119s Normal Pulled pod/paymentservice-78c5996648-8h96b Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\" already present on machine\n119s Normal SuccessfulCreate replicaset/shippingservice-7ff54bf6b6 Created pod: shippingservice-7ff54bf6b6-lpgpw\n119s Normal Started pod/paymentservice-78c5996648-8h96b Started container server\n119s Normal Pulled pod/frontend-657dd795f-p7rww Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\" already present on machine\n119s Normal SuccessfulCreate replicaset/redis-cart-6f966d9cc9 Created pod: redis-cart-6f966d9cc9-rw42q\n119s Normal ScalingReplicaSet deployment/redis-cart Scaled up replica set redis-cart-6f966d9cc9 to 1\n119s Normal Created pod/redis-cart-6f966d9cc9-rw42q Created container redis\n119s Normal Started pod/redis-cart-6f966d9cc9-rw42q Started container redis\n119s Normal Created pod/paymentservice-78c5996648-8h96b Created container server\n119s Normal Pulled pod/recommendationservice-7bf5b7d9b8-b6btk Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\" already present on machine\n119s Normal Created pod/recommendationservice-7bf5b7d9b8-b6btk Created container server\n119s Normal Started pod/recommendationservice-7bf5b7d9b8-b6btk Started container server\n119s Normal Scheduled pod/shippingservice-7ff54bf6b6-lpgpw Successfully assigned boutique/shippingservice-7ff54bf6b6-lpgpw to worker-01\n118s Normal Created pod/shippingservice-7ff54bf6b6-lpgpw Created container server\n118s Normal Pulled pod/shippingservice-7ff54bf6b6-lpgpw Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\" already present on machine\n118s Normal Started pod/shippingservice-7ff54bf6b6-lpgpw Started container server\n110s Warning Unhealthy pod/adservice-64ddc5c766-5lqnv Liveness probe failed: timeout: health rpc did not complete within 1s\n110s Warning Unhealthy pod/adservice-64ddc5c766-5lqnv Readiness probe failed: timeout: health rpc did not complete within 1s\n37s Warning FailedCreate replicaset/productcatalogservice-758d969786 Error creating: pods \"productcatalogservice-758d969786-\" is forbidden: error looking up service account boutique/productcatalog-services: serviceaccount \"productcatalog-services\" not found\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: productcatalog-services\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: true\n image: us-central1-docker.pkg.dev/google-samples/microservices-demo/productcatalogservice:v0.10.3\n ports:\n - containerPort: 3550\n env:\n - name: PORT\n value: \"3550\"\n - name: DISABLE_PROFILER\n value: \"1\"\n readinessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 3550\n livenessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 3550\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" + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/admission/8/path2.json b/golden-trajectory/boutique/admission/8/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..eda14f87ffc983a61858835295cad200ade308bb --- /dev/null +++ b/golden-trajectory/boutique/admission/8/path2.json @@ -0,0 +1,67 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "GetRecentLogs", + "GetErrorLogs", + "GetResources", + "GetResources", + "GetResources" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-64ddc5c766-5lqnv 1/1 Running 0 93s\ncartservice-79b49f5555-vhbr7 1/1 Running 0 93s\ncheckoutservice-8445f8b6cb-59pnr 1/1 Running 0 93s\ncurrencyservice-75686c9564-5j4rs 1/1 Running 0 92s\nemailservice-c86b9b8f6-r8s2h 1/1 Running 0 92s\nfrontend-657dd795f-p7rww 1/1 Running 0 92s\npaymentservice-78c5996648-8h96b 1/1 Running 0 92s\nrecommendationservice-7bf5b7d9b8-b6btk 1/1 Running 0 92s\nredis-cart-6f966d9cc9-rw42q 1/1 Running 0 91s\nshippingservice-7ff54bf6b6-lpgpw 1/1 Running 0 91s\n" + }, + { + "tool_name": "GetRecentLogs", + "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'frontend', lines: 20}", + "output": [ + "{\"http.req.id\":\"fd1c2fd3-2f1e-42b3-b3ad-47802f4c1cd4\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart\",\"http.resp.bytes\":5082,\"http.resp.status\":500,\"http.resp.took_ms\":0,\"message\":\"request complete\",\"session\":\"4a7b96f5-02ac-44a2-bd61-4918dc02b427\",\"severity\":\"debug\",\"timestamp\":\"2025-11-28T07:55:47.249781409Z\"}", + "{\"http.req.id\":\"9a2a91a6-e22c-4c75-b9d5-b30c77710f37\",\"http.req.method\":\"POST\",\"http.req.path\":\"/setCurrency\",\"message\":\"request started\",\"session\":\"ad9cb824-0cea-4ed0-adf2-2405279e9765\",\"severity\":\"debug\",\"timestamp\":\"2025-11-28T07:55:47.651538213Z\"}", + "{\"curr.new\":\"USD\",\"curr.old\":\"USD\",\"http.req.id\":\"9a2a91a6-e22c-4c75-b9d5-b30c77710f37\",\"http.req.method\":\"POST\",\"http.req.path\":\"/setCurrency\",\"message\":\"setting currency\",\"session\":\"ad9cb824-0cea-4ed0-adf2-2405279e9765\",\"severity\":\"debug\",\"timestamp\":\"2025-11-28T07:55:47.651603095Z\"}", + "{\"http.req.id\":\"9a2a91a6-e22c-4c75-b9d5-b30c77710f37\",\"http.req.method\":\"POST\",\"http.req.path\":\"/setCurrency\",\"http.resp.bytes\":0,\"http.resp.status\":302,\"http.resp.took_ms\":0,\"message\":\"request complete\",\"session\":\"ad9cb824-0cea-4ed0-adf2-2405279e9765\",\"severity\":\"debug\",\"timestamp\":\"2025-11-28T07:55:47.651621823Z\"}", + "{\"http.req.id\":\"1a87af95-611b-419c-99ba-e718690b1bfd\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"ad9cb824-0cea-4ed0-adf2-2405279e9765\",\"severity\":\"debug\",\"timestamp\":\"2025-11-28T07:55:47.652339623Z\"}", + "{\"currency\":\"USD\",\"http.req.id\":\"1a87af95-611b-419c-99ba-e718690b1bfd\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"ad9cb824-0cea-4ed0-adf2-2405279e9765\",\"severity\":\"info\",\"timestamp\":\"2025-11-28T07:55:47.652374241Z\"}", + "{\"error\":\"could not retrieve products: rpc error: code = Unavailable desc = connection error: desc = \\\"transport: Error while dialing: dial tcp 10.68.103.92:3550: connect: connection refused\\\"\",\"http.req.id\":\"1a87af95-611b-419c-99ba-e718690b1bfd\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request error\",\"session\":\"ad9cb824-0cea-4ed0-adf2-2405279e9765\",\"severity\":\"error\",\"timestamp\":\"2025-11-28T07:55:47.654087978Z\"}", + "{\"http.req.id\":\"1a87af95-611b-419c-99ba-e718690b1bfd\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":5077,\"http.resp.status\":500,\"http.resp.took_ms\":2,\"message\":\"request complete\",\"session\":\"ad9cb824-0cea-4ed0-adf2-2405279e9765\",\"severity\":\"debug\",\"timestamp\":\"2025-11-28T07:55:47.65434103Z\"}", + "{\"http.req.id\":\"b3304ed1-52a4-4a71-bee9-47b406c1d069\",\"http.req.method\":\"GET\",\"http.req.path\":\"/_healthz\",\"message\":\"request started\",\"session\":\"x-readiness-probe\",\"severity\":\"debug\",\"timestamp\":\"2025-11-28T07:55:56.879695111Z\"}", + "{\"http.req.id\":\"0ce15ad1-ccef-42eb-ba56-d960af20e1c8\",\"http.req.method\":\"GET\",\"http.req.path\":\"/_healthz\",\"message\":\"request started\",\"session\":\"x-liveness-probe\",\"severity\":\"debug\",\"timestamp\":\"2025-11-28T07:55:56.879743277Z\"}", + "{\"http.req.id\":\"0ce15ad1-ccef-42eb-ba56-d960af20e1c8\",\"http.req.method\":\"GET\",\"http.req.path\":\"/_healthz\",\"http.resp.bytes\":2,\"http.resp.status\":200,\"http.resp.took_ms\":0,\"message\":\"request complete\",\"session\":\"x-liveness-probe\",\"severity\":\"debug\",\"timestamp\":\"2025-11-28T07:55:56.879808767Z\"}", + "{\"http.req.id\":\"b3304ed1-52a4-4a71-bee9-47b406c1d069\",\"http.req.method\":\"GET\",\"http.req.path\":\"/_healthz\",\"http.resp.bytes\":2,\"http.resp.status\":200,\"http.resp.took_ms\":0,\"message\":\"request complete\",\"session\":\"x-readiness-probe\",\"severity\":\"debug\",\"timestamp\":\"2025-11-28T07:55:56.879754764Z\"}", + "{\"http.req.id\":\"366a8cde-e3e8-4d49-9349-2f6f720a3cde\",\"http.req.method\":\"GET\",\"http.req.path\":\"/_healthz\",\"message\":\"request started\",\"session\":\"x-liveness-probe\",\"severity\":\"debug\",\"timestamp\":\"2025-11-28T07:56:06.879027788Z\"}", + "{\"http.req.id\":\"8d9945e5-7da5-4102-8eb2-fdeee9f01aff\",\"http.req.method\":\"GET\",\"http.req.path\":\"/_healthz\",\"message\":\"request started\",\"session\":\"x-readiness-probe\",\"severity\":\"debug\",\"timestamp\":\"2025-11-28T07:56:06.879083357Z\"}", + "{\"http.req.id\":\"8d9945e5-7da5-4102-8eb2-fdeee9f01aff\",\"http.req.method\":\"GET\",\"http.req.path\":\"/_healthz\",\"http.resp.bytes\":2,\"http.resp.status\":200,\"http.resp.took_ms\":0,\"message\":\"request complete\",\"session\":\"x-readiness-probe\",\"severity\":\"debug\",\"timestamp\":\"2025-11-28T07:56:06.879114615Z\"}", + "{\"http.req.id\":\"366a8cde-e3e8-4d49-9349-2f6f720a3cde\",\"http.req.method\":\"GET\",\"http.req.path\":\"/_healthz\",\"http.resp.bytes\":2,\"http.resp.status\":200,\"http.resp.took_ms\":0,\"message\":\"request complete\",\"session\":\"x-liveness-probe\",\"severity\":\"debug\",\"timestamp\":\"2025-11-28T07:56:06.879085095Z\"}", + "{\"http.req.id\":\"ae335b98-2829-4f42-97da-9256ccf09562\",\"http.req.method\":\"GET\",\"http.req.path\":\"/_healthz\",\"message\":\"request started\",\"session\":\"x-liveness-probe\",\"severity\":\"debug\",\"timestamp\":\"2025-11-28T07:56:16.878902137Z\"}", + "{\"http.req.id\":\"ae335b98-2829-4f42-97da-9256ccf09562\",\"http.req.method\":\"GET\",\"http.req.path\":\"/_healthz\",\"http.resp.bytes\":2,\"http.resp.status\":200,\"http.resp.took_ms\":0,\"message\":\"request complete\",\"session\":\"x-liveness-probe\",\"severity\":\"debug\",\"timestamp\":\"2025-11-28T07:56:16.878963259Z\"}", + "{\"http.req.id\":\"1f612a14-609f-426a-8400-5ade7c78a663\",\"http.req.method\":\"GET\",\"http.req.path\":\"/_healthz\",\"message\":\"request started\",\"session\":\"x-readiness-probe\",\"severity\":\"debug\",\"timestamp\":\"2025-11-28T07:56:16.878902172Z\"}", + "{\"http.req.id\":\"1f612a14-609f-426a-8400-5ade7c78a663\",\"http.req.method\":\"GET\",\"http.req.path\":\"/_healthz\",\"http.resp.bytes\":2,\"http.resp.status\":200,\"http.resp.took_ms\":0,\"message\":\"request complete\",\"session\":\"x-readiness-probe\",\"severity\":\"debug\",\"timestamp\":\"2025-11-28T07:56:16.879023434Z\"}" + ] + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "\"{\\n \\\"total_log_count\\\": 879,\\n \\\"total_errors\\\": 171,\\n \\\"total_error_ratio\\\": 0.1945,\\n \\\"patterns\\\": [\\n {\\n \\\"count\\\": 91,\\n \\\"ratio\\\": 0.1035,\\n \\\"sample\\\": \\\"{\\\\\\\"error\\\\\\\":\\\\\\\"could not retrieve product: rpc error: code = Unavailable desc = connection error: desc = \\\\\\\\\\\\\\\"transport: Error while dialing: dial tcp 10.68.103.92:3550: connect: connection refused\\\\\\\\\\\\\\\"\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"fd1c2fd3-2f1e-42b3-b3ad-47802f4c1cd4\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"POST\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/cart\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"request error\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"4a7b96f5-02ac-44a2-bd61-4918dc02b427\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2025-11-28T07:55:47.249560282Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 46,\\n \\\"ratio\\\": 0.0523,\\n \\\"sample\\\": \\\"{\\\\\\\"error\\\\\\\":\\\\\\\"could not retrieve products: rpc error: code = Unavailable desc = connection error: desc = \\\\\\\\\\\\\\\"transport: Error while dialing: dial tcp 10.68.103.92:3550: connect: connection refused\\\\\\\\\\\\\\\"\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"1a87af95-611b-419c-99ba-e718690b1bfd\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"request error\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"ad9cb824-0cea-4ed0-adf2-2405279e9765\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2025-11-28T07:55:47.654087978Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 32,\\n \\\"ratio\\\": 0.0364,\\n \\\"sample\\\": \\\"{\\\\\\\"error\\\\\\\":\\\\\\\"rpc error: code = Unknown desc = Exception calling application: \\\\\\\\u003c_InactiveRpcError of RPC that terminated with:\\\\\\\\n\\\\\\\\tstatus = StatusCode.UNAVAILABLE\\\\\\\\n\\\\\\\\tdetails = \\\\\\\\\\\\\\\"failed to connect to all addresses; last error: UNKNOWN: ipv4:10.68.103.92:3550: Failed to connect to remote host: Connection refused\\\\\\\\\\\\\\\"\\\\\\\\n\\\\\\\\tdebug_error_string = \\\\\\\\\\\\\\\"UNKNOWN:failed to connect to all addresses; last error: UNKNOWN: ipv4:10.68.103.92:3550: Failed to connect to remote host: Connection refused {created_time:\\\\\\\\\\\\\\\"2025-11-28T07:55:46.806811335+00:00\\\\\\\\\\\\\\\", grpc_status:14}\\\\\\\\\\\\\\\"\\\\\\\\n\\\\\\\\u003e\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"c32ab779-eadc-4148-a4e7-129c903d9df1\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/cart\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"failed to get product recommendations\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"36fb9382-b523-4c67-a814-83363f832a20\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"warning\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2025-11-28T07:55:46.808361088Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 1,\\n \\\"ratio\\\": 0.0011,\\n \\\"sample\\\": \\\"{\\\\\\\"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\\\\\\\":\\\\\\\"2025-11-28T07:54:27.193086568Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 1,\\n \\\"ratio\\\": 0.0011,\\n \\\"sample\\\": \\\"{\\\\\\\"message\\\\\\\":\\\\\\\"Failed to fetch the Zone of the node where the pod is scheduledmetadata: GCE metadata \\\\\\\\\\\\\\\"instance/zone\\\\\\\\\\\\\\\" not defined\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2025-11-28T07:54:27.203806936Z\\\\\\\"}\\\"\\n }\\n ]\\n}\"" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'deploy', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY UP-TO-DATE AVAILABLE AGE\nadservice 1/1 1 1 98s\ncartservice 1/1 1 1 98s\ncheckoutservice 1/1 1 1 98s\ncurrencyservice 1/1 1 1 97s\nemailservice 1/1 1 1 97s\nfrontend 1/1 1 1 97s\npaymentservice 1/1 1 1 97s\nproductcatalogservice 0/1 0 0 96s\nrecommendationservice 1/1 1 1 97s\nredis-cart 1/1 1 1 96s\nshippingservice 1/1 1 1 96s\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 172.20.2.48:9555 109s\ncartservice 172.20.1.210:7070 109s\ncheckoutservice 172.20.1.211:5050 109s\ncurrencyservice 172.20.2.49:7000 108s\nemailservice 172.20.2.50:8080 108s\nfrontend 172.20.1.212:8080 108s\nfrontend-external 172.20.1.212:8080 108s\npaymentservice 172.20.2.51:50051 108s\nproductcatalogservice 107s\nrecommendationservice 172.20.1.213:8080 108s\nredis-cart 172.20.2.52:6379 107s\nshippingservice 172.20.1.214:50051 107s\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": "119s Normal Created pod/frontend-657dd795f-p7rww Created container server\n119s Normal Pulled pod/paymentservice-78c5996648-8h96b Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\" already present on machine\n119s Normal SuccessfulCreate replicaset/shippingservice-7ff54bf6b6 Created pod: shippingservice-7ff54bf6b6-lpgpw\n119s Normal Started pod/paymentservice-78c5996648-8h96b Started container server\n119s Normal Pulled pod/frontend-657dd795f-p7rww Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\" already present on machine\n119s Normal SuccessfulCreate replicaset/redis-cart-6f966d9cc9 Created pod: redis-cart-6f966d9cc9-rw42q\n119s Normal ScalingReplicaSet deployment/redis-cart Scaled up replica set redis-cart-6f966d9cc9 to 1\n119s Normal Created pod/redis-cart-6f966d9cc9-rw42q Created container redis\n119s Normal Started pod/redis-cart-6f966d9cc9-rw42q Started container redis\n119s Normal Created pod/paymentservice-78c5996648-8h96b Created container server\n119s Normal Pulled pod/recommendationservice-7bf5b7d9b8-b6btk Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\" already present on machine\n119s Normal Created pod/recommendationservice-7bf5b7d9b8-b6btk Created container server\n119s Normal Started pod/recommendationservice-7bf5b7d9b8-b6btk Started container server\n119s Normal Scheduled pod/shippingservice-7ff54bf6b6-lpgpw Successfully assigned boutique/shippingservice-7ff54bf6b6-lpgpw to worker-01\n118s Normal Created pod/shippingservice-7ff54bf6b6-lpgpw Created container server\n118s Normal Pulled pod/shippingservice-7ff54bf6b6-lpgpw Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\" already present on machine\n118s Normal Started pod/shippingservice-7ff54bf6b6-lpgpw Started container server\n110s Warning Unhealthy pod/adservice-64ddc5c766-5lqnv Liveness probe failed: timeout: health rpc did not complete within 1s\n110s Warning Unhealthy pod/adservice-64ddc5c766-5lqnv Readiness probe failed: timeout: health rpc did not complete within 1s\n37s Warning FailedCreate replicaset/productcatalogservice-758d969786 Error creating: pods \"productcatalogservice-758d969786-\" is forbidden: error looking up service account boutique/productcatalog-services: serviceaccount \"productcatalog-services\" not found\n" + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/admission/9/path1.json b/golden-trajectory/boutique/admission/9/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..0dd2cc5184c29ecac4e03bf5f7e4783c7149006f --- /dev/null +++ b/golden-trajectory/boutique/admission/9/path1.json @@ -0,0 +1,28 @@ +{ + "statistics": { + "valid_tool_call_count": 3, + "total_trace_steps": 3, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetResources" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-64ddc5c766-cjb4x 1/1 Running 0 93s\ncartservice-79b49f5555-d5xns 1/1 Running 0 93s\ncheckoutservice-8445f8b6cb-fdsdj 1/1 Running 0 92s\ncurrencyservice-75686c9564-cjlbp 1/1 Running 0 92s\nemailservice-c86b9b8f6-jqtg6 1/1 Running 0 92s\nfrontend-657dd795f-cv75v 1/1 Running 0 92s\npaymentservice-78c5996648-kfs9d 1/1 Running 0 91s\nproductcatalogservice-ddb46fc86-4gq24 1/1 Running 0 91s\nredis-cart-6f966d9cc9-5jswz 1/1 Running 0 91s\nshippingservice-7ff54bf6b6-vrv4h 1/1 Running 0 91s\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'deploy', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY UP-TO-DATE AVAILABLE AGE\nadservice 1/1 1 1 98s\ncartservice 1/1 1 1 98s\ncheckoutservice 1/1 1 1 97s\ncurrencyservice 1/1 1 1 97s\nemailservice 1/1 1 1 97s\nfrontend 1/1 1 1 97s\npaymentservice 1/1 1 1 97s\nproductcatalogservice 1/1 1 1 96s\nrecommendationservice 0/1 0 0 96s\nredis-cart 1/1 1 1 96s\nshippingservice 1/1 1 1 96s\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": "118s Normal ScalingReplicaSet deployment/recommendationservice Scaled up replica set recommendationservice-7595cbfcbd to 1\n118s Normal Scheduled pod/redis-cart-6f966d9cc9-5jswz Successfully assigned boutique/redis-cart-6f966d9cc9-5jswz to worker-02\n118s Normal Pulled pod/productcatalogservice-ddb46fc86-4gq24 Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/productcatalogservice:v0.10.3\" already present on machine\n118s Normal Scheduled pod/paymentservice-78c5996648-kfs9d Successfully assigned boutique/paymentservice-78c5996648-kfs9d to worker-01\n118s Normal Started pod/productcatalogservice-ddb46fc86-4gq24 Started container server\n118s Normal Pulled pod/frontend-657dd795f-cv75v Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\" already present on machine\n118s Normal Created pod/frontend-657dd795f-cv75v Created container server\n118s Normal Created pod/paymentservice-78c5996648-kfs9d Created container server\n118s Normal ScalingReplicaSet deployment/productcatalogservice Scaled up replica set productcatalogservice-ddb46fc86 to 1\n118s Normal SuccessfulCreate replicaset/shippingservice-7ff54bf6b6 Created pod: shippingservice-7ff54bf6b6-vrv4h\n118s Normal Created pod/emailservice-c86b9b8f6-jqtg6 Created container server\n118s Normal Started pod/paymentservice-78c5996648-kfs9d Started container server\n117s Normal Started pod/redis-cart-6f966d9cc9-5jswz Started container redis\n117s Normal Created pod/redis-cart-6f966d9cc9-5jswz Created container redis\n117s Normal Pulled pod/redis-cart-6f966d9cc9-5jswz Container image \"redis:alpine\" already present on machine\n117s Normal Started pod/shippingservice-7ff54bf6b6-vrv4h Started container server\n117s Normal Created pod/shippingservice-7ff54bf6b6-vrv4h Created container server\n117s Normal Pulled pod/shippingservice-7ff54bf6b6-vrv4h Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\" already present on machine\n109s Warning Unhealthy pod/adservice-64ddc5c766-cjb4x Readiness probe failed: timeout: health rpc did not complete within 1s\n35s Warning FailedCreate replicaset/recommendationservice-7595cbfcbd Error creating: pods \"recommendationservice-7595cbfcbd-\" is forbidden: error looking up service account boutique/recommendservices: serviceaccount \"recommendservices\" not found\n" + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/admission/9/path2.json b/golden-trajectory/boutique/admission/9/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..1a012aa8e6b17c86789b5fc145d9afe789a26cbb --- /dev/null +++ b/golden-trajectory/boutique/admission/9/path2.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "GetErrorLogs", + "GetResources", + "GetResources", + "DescribeResource", + "GetResources", + "DescribeResource", + "GetAppYAML" + ] + }, + "diagnostic_trace": [ + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME READY STATUS RESTARTS AGE\nadservice-64ddc5c766-cjb4x 1/1 Running 0 93s\ncartservice-79b49f5555-d5xns 1/1 Running 0 93s\ncheckoutservice-8445f8b6cb-fdsdj 1/1 Running 0 92s\ncurrencyservice-75686c9564-cjlbp 1/1 Running 0 92s\nemailservice-c86b9b8f6-jqtg6 1/1 Running 0 92s\nfrontend-657dd795f-cv75v 1/1 Running 0 92s\npaymentservice-78c5996648-kfs9d 1/1 Running 0 91s\nproductcatalogservice-ddb46fc86-4gq24 1/1 Running 0 91s\nredis-cart-6f966d9cc9-5jswz 1/1 Running 0 91s\nshippingservice-7ff54bf6b6-vrv4h 1/1 Running 0 91s\n" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "\"{\\n \\\"total_log_count\\\": 960,\\n \\\"total_errors\\\": 130,\\n \\\"total_error_ratio\\\": 0.1354,\\n \\\"patterns\\\": [\\n {\\n \\\"count\\\": 118,\\n \\\"ratio\\\": 0.1229,\\n \\\"sample\\\": \\\"{\\\\\\\"error\\\\\\\":\\\\\\\"rpc error: code = Unavailable desc = connection error: desc = \\\\\\\\\\\\\\\"transport: Error while dialing: dial tcp 10.68.170.142:8080: connect: connection refused\\\\\\\\\\\\\\\"\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"259d9692-f450-4d9b-84fe-2efc3ede9acb\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/cart\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"failed to get product recommendations\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"04536b07-2ac7-47bb-a526-d96e40ff9d03\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"warning\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2025-11-28T07:58:54.872175556Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 10,\\n \\\"ratio\\\": 0.0104,\\n \\\"sample\\\": \\\"{\\\\\\\"error\\\\\\\":\\\\\\\"failed to get ads: rpc error: code = DeadlineExceeded desc = context deadline exceeded\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"d780c84c-7855-47bc-968a-393843af5a32\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"failed to retrieve ads\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"61a25f6a-a202-4997-b7c3-ce8f49acfaa1\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"warning\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2025-11-28T07:58:29.521648126Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 1,\\n \\\"ratio\\\": 0.001,\\n \\\"sample\\\": \\\"{\\\\\\\"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\\\\\\\":\\\\\\\"2025-11-28T07:57:35.492698633Z\\\\\\\"}\\\"\\n },\\n {\\n \\\"count\\\": 1,\\n \\\"ratio\\\": 0.001,\\n \\\"sample\\\": \\\"{\\\\\\\"message\\\\\\\":\\\\\\\"Failed to fetch the Zone of the node where the pod is scheduledmetadata: GCE metadata \\\\\\\\\\\\\\\"instance/zone\\\\\\\\\\\\\\\" not defined\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2025-11-28T07:57:35.501870318Z\\\\\\\"}\\\"\\n }\\n ]\\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 10.68.22.127 9555/TCP 95s\ncartservice ClusterIP 10.68.211.177 7070/TCP 95s\ncheckoutservice ClusterIP 10.68.24.163 5050/TCP 94s\ncurrencyservice ClusterIP 10.68.235.201 7000/TCP 94s\nemailservice ClusterIP 10.68.55.49 5000/TCP 94s\nfrontend ClusterIP 10.68.63.222 80/TCP 94s\nfrontend-external NodePort 10.68.141.61 80:30080/TCP 94s\npaymentservice ClusterIP 10.68.126.0 50051/TCP 94s\nproductcatalogservice ClusterIP 10.68.60.49 3550/TCP 93s\nrecommendationservice ClusterIP 10.68.170.142 8080/TCP 93s\nredis-cart ClusterIP 10.68.19.153 6379/TCP 93s\nshippingservice ClusterIP 10.68.97.105 50051/TCP 93s\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 172.20.2.53:9555 109s\ncartservice 172.20.1.215:7070 109s\ncheckoutservice 172.20.2.54:5050 108s\ncurrencyservice 172.20.1.216:7000 108s\nemailservice 172.20.2.55:8080 108s\nfrontend 172.20.1.217:8080 108s\nfrontend-external 172.20.1.217:8080 108s\npaymentservice 172.20.1.218:50051 108s\nproductcatalogservice 172.20.2.56:3550 107s\nrecommendationservice 107s\nredis-cart 172.20.2.57:6379 107s\nshippingservice 172.20.1.219:50051 107s\n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'deploy', name: 'recommendationservice'}", + "output": "Name: recommendationservice\nNamespace: boutique\nCreationTimestamp: Fri, 28 Nov 2025 15:57:35 +0800\nLabels: app=recommendationservice\nAnnotations: deployment.kubernetes.io/revision: 1\nSelector: app=recommendationservice\nReplicas: 1 desired | 0 updated | 0 total | 0 available | 1 unavailable\nStrategyType: RollingUpdate\nMinReadySeconds: 0\nRollingUpdateStrategy: 25% max unavailable, 25% max surge\nPod Template:\n Labels: app=recommendationservice\n Service Account: recommendservices\n Containers:\n server:\n Image: us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\n Port: 8080/TCP\n Host Port: 0/TCP\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 Volumes: \n Node-Selectors: \n Tolerations: \nConditions:\n Type Status Reason\n ---- ------ ------\n Progressing True NewReplicaSetCreated\n Available False MinimumReplicasUnavailable\n ReplicaFailure True FailedCreate\nOldReplicaSets: \nNewReplicaSet: recommendationservice-7595cbfcbd (0/1 replicas created)\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Normal ScalingReplicaSet 98s deployment-controller Scaled up replica set recommendationservice-7595cbfcbd to 1\n" + }, + { + "tool_name": "GetResources", + "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'replicaset', name: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME DESIRED CURRENT READY AGE\nadservice-64ddc5c766 1 1 1 103s\ncartservice-79b49f5555 1 1 1 103s\ncheckoutservice-8445f8b6cb 1 1 1 102s\ncurrencyservice-75686c9564 1 1 1 102s\nemailservice-c86b9b8f6 1 1 1 102s\nfrontend-657dd795f 1 1 1 102s\npaymentservice-78c5996648 1 1 1 102s\nproductcatalogservice-ddb46fc86 1 1 1 101s\nrecommendationservice-7595cbfcbd 1 0 0 101s\nredis-cart-6f966d9cc9 1 1 1 101s\nshippingservice-7ff54bf6b6 1 1 1 101s\n" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'replicaset', name: 'recommendationservice-7595cbfcbd'}", + "output": "Name: recommendationservice-7595cbfcbd\nNamespace: boutique\nSelector: app=recommendationservice,pod-template-hash=7595cbfcbd\nLabels: app=recommendationservice\n pod-template-hash=7595cbfcbd\nAnnotations: deployment.kubernetes.io/desired-replicas: 1\n deployment.kubernetes.io/max-replicas: 2\n deployment.kubernetes.io/revision: 1\nControlled By: Deployment/recommendationservice\nReplicas: 0 current / 1 desired\nPods Status: 0 Running / 0 Waiting / 0 Succeeded / 0 Failed\nPod Template:\n Labels: app=recommendationservice\n pod-template-hash=7595cbfcbd\n Service Account: recommendservices\n Containers:\n server:\n Image: us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\n Port: 8080/TCP\n Host Port: 0/TCP\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 Volumes: \n Node-Selectors: \n Tolerations: \nConditions:\n Type Status Reason\n ---- ------ ------\n ReplicaFailure True FailedCreate\nEvents:\n Type Reason Age From Message\n ---- ------ ---- ---- -------\n Warning FailedCreate 20s (x15 over 103s) replicaset-controller Error creating: pods \"recommendationservice-7595cbfcbd-\" is forbidden: error looking up service account boutique/recommendservices: serviceaccount \"recommendservices\" not found\n" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'recommendationservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: recommendationservice\n namespace: boutique\n labels:\n app: recommendationservice\nspec:\n selector:\n matchLabels:\n app: recommendationservice\n template:\n metadata:\n labels:\n app: recommendationservice\n spec:\n serviceAccountName: recommendservices\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: true\n image: us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\n ports:\n - containerPort: 8080\n readinessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 8080\n livenessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 8080\n env:\n - name: PORT\n value: \"8080\"\n - name: PRODUCT_CATALOG_SERVICE_ADDR\n value: \"productcatalogservice:3550\"\n - name: DISABLE_PROFILER\n value: \"1\"\n resources:\n requests:\n cpu: 100m\n memory: 220Mi\n limits:\n cpu: 200m\n memory: 450Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: recommendationservice\n namespace: boutique\n labels:\n app: recommendationservice\nspec:\n type: ClusterIP\n selector:\n app: recommendationservice\n ports:\n - name: grpc\n port: 8080\n targetPort: 8080\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: recommendationservice\n namespace: boutique" + } + ] +} \ No newline at end of file diff --git a/golden-trajectory/boutique/codedefect/1/path1.json b/golden-trajectory/boutique/codedefect/1/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..bd3ea21bbd06b337c31ec5d7eec3047839abd5cf --- /dev/null +++ b/golden-trajectory/boutique/codedefect/1/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetErrorLogs", + "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-bpcnb 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-xzkcs 2/2 Running 0 5m42s\ncheckoutservice-7c8866657f-db778 2/2 Running 4 (61s ago) 2m31s\ncurrencyservice-5bc9dbdf66-shr96 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-b78h7 2/2 Running 0 5m42s\nfrontend-79bb68d59d-g6zft 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-25jr8 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-w4t54 2/2 Running 0 5m41s\nrecommendationservice-786899779d-b4ldx 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-bqwhh 2/2 Running 0 5m40s\nshippingservice-799cbfbc76-t9x2t 2/2 Running 0 5m40s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'checkoutservice-7c8866657f-db778', namespace: 'boutique'}", + "output": "Name: checkoutservice-7c8866657f-db778\nNamespace: boutique\nPriority: 0\nService Account: checkoutservice\nNode: worker-01/192.168.0.222\nStart Time: Mon, 18 May 2026 21:57:37 +0800\nLabels: app=checkoutservice\n networking.istio.io/tunnel=http\n pod-template-hash=7c8866657f\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=checkoutservice\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: 172.20.1.128\nIPs:\n IP: 172.20.1.128\nControlled By: ReplicaSet/checkoutservice-7c8866657f\nInit Containers:\n istio-validation:\n Container ID: containerd://7e35e637cff63d0ba277fa8120f3a899ab33d2286840b04508af31f7d6fe3841\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 21:57:37 +0800\n Finished: Mon, 18 May 2026 21:57:37 +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-tcqdg (ro)\nContainers:\n server:\n Container ID: containerd://fe24ac54411bd92d94aba6077a0677472808b1d20ffddbfd4ef2a5561e61978e\n Image: wangyl2128/checkoutservice-v2:latest\n Image ID: docker.io/wangyl2128/checkoutservice-v2@sha256:800089300b1511fd78b72e9a9e458d61f2740976877744be45b2f60af3a5807b\n Port: 5050/TCP\n Host Port: 0/TCP\n State: Running\n Started: Mon, 18 May 2026 21:59:57 +0800\n Last State: Terminated\n Reason: Error\n Exit Code: 2\n Started: Mon, 18 May 2026 21:58:53 +0800\n Finished: Mon, 18 May 2026 21:59:07 +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 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: 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-tcqdg (ro)\n istio-proxy:\n Container ID: containerd://61f27703568f1a541410aaa106b13750d06813483b1f5e55381d6bf1912b7066\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 21:57:40 +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: checkoutservice-7c8866657f-db778 (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\":5050,\"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: checkoutservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/checkoutservice\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\":5050,\"service\":\"\"},\"timeoutSeconds\":1},\"/app-health/server/readyz\":{\"grpc\":{\"port\":5050,\"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-tcqdg (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-tcqdg:\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 2m32s default-scheduler Successfully assigned boutique/checkoutservice-7c8866657f-db778 to worker-01\n Normal Pulled 2m32s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m32s kubelet Created container istio-validation\n Normal Started 2m32s kubelet Started container istio-validation\n Normal Created 2m29s kubelet Created container istio-proxy\n Normal Pulled 2m29s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.939s (1.939s including waiting). Image size: 7906007 bytes.\n Normal Pulled 2m29s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m29s kubelet Started container istio-proxy\n Normal Pulled 2m18s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.879s (1.879s including waiting). Image size: 7906007 bytes.\n Normal Created 109s (x3 over 2m29s) kubelet Created container server\n Normal Started 109s (x3 over 2m29s) kubelet Started container server\n Normal Pulled 109s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.951s (1.951s including waiting). Image size: 7906007 bytes.\n Warning BackOff 92s (x5 over 2m11s) kubelet Back-off restarting failed container server in pod checkoutservice-7c8866657f-db778_boutique(79b3ffdc-60da-4e31-8da7-8fa6bccf6ed3)\n Normal Pulling 78s (x4 over 2m31s) kubelet Pulling image \"wangyl2128/checkoutservice-v2:latest\"\n Normal Pulled 76s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.903s (1.903s including waiting). Image size: 7906007 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 3, 'alerts': [{'type': 'Service', 'name': 'paymentservice', 'time_range': '2026-05-18 21:57:32 ~ 2026-05-18 22:00:07', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-18 21:57:32 ~ 2026-05-18 22:00:07', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 162, '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\": 6342,\n \"total_errors\": 161,\n \"total_error_ratio\": 0.0254,\n \"patterns\": [\n {\n \"count\": 161,\n \"ratio\": 0.0254,\n \"sample\": \"2026-05-18T22:00:16.874978514+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"9e188215-4333-450e-a385-70c0d0ae3ecc\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"6eaa9bcf-73d6-4850-9779-7e928e056a66\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T14:00:16.874880658Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}", + "output": "{\n \"total_log_count\": 43,\n \"total_errors\": 2,\n \"total_error_ratio\": 0.0465,\n \"patterns\": [\n {\n \"count\": 1,\n \"ratio\": 0.0233,\n \"sample\": \"2026-05-18T22:00:12.252139789+08:00 panic: mismatching currency codes\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0233,\n \"sample\": \"panic: mismatching currency codes\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "{\n \"total_log_count\": 1476,\n \"total_errors\": 5,\n \"total_error_ratio\": 0.0034,\n \"patterns\": [\n {\n \"count\": 3,\n \"ratio\": 0.002,\n \"sample\": \"2026-05-18T22:00:12.228227128+08:00 GetCartAsync called with userId=GBP\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0007,\n \"sample\": \"2026-05-18T21:57:58.259303526+08:00 GetCartAsync called with userId=JPY\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0007,\n \"sample\": \"2026-05-18T21:59:07.922613028+08:00 GetCartAsync called with userId=CAD\"\n }\n ]\n}" + }, + { + "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\tuserID := req.UserId\n\tuserCurrency := req.UserCurrency\n\tuserID, userCurrency = userCurrency, userID\n\n\tprep, err := cs.prepareOrderItemsAndShippingQuoteFromCart(ctx, userID, 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/1/path2.json b/golden-trajectory/boutique/codedefect/1/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..207f75637e2751711df6de58af3d478bd34e4d79 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/1/path2.json @@ -0,0 +1,70 @@ +{ + "statistics": { + "valid_tool_call_count": 10, + "total_trace_steps": 10, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "GetErrorLogs", + "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-bpcnb 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-xzkcs 2/2 Running 0 5m42s\ncheckoutservice-7c8866657f-db778 2/2 Running 4 (61s ago) 2m31s\ncurrencyservice-5bc9dbdf66-shr96 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-b78h7 2/2 Running 0 5m42s\nfrontend-79bb68d59d-g6zft 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-25jr8 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-w4t54 2/2 Running 0 5m41s\nrecommendationservice-786899779d-b4ldx 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-bqwhh 2/2 Running 0 5m40s\nshippingservice-799cbfbc76-t9x2t 2/2 Running 0 5m40s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'checkoutservice-7c8866657f-db778', namespace: 'boutique'}", + "output": "Name: checkoutservice-7c8866657f-db778\nNamespace: boutique\nPriority: 0\nService Account: checkoutservice\nNode: worker-01/192.168.0.222\nStart Time: Mon, 18 May 2026 21:57:37 +0800\nLabels: app=checkoutservice\n networking.istio.io/tunnel=http\n pod-template-hash=7c8866657f\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=checkoutservice\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: 172.20.1.128\nIPs:\n IP: 172.20.1.128\nControlled By: ReplicaSet/checkoutservice-7c8866657f\nInit Containers:\n istio-validation:\n Container ID: containerd://7e35e637cff63d0ba277fa8120f3a899ab33d2286840b04508af31f7d6fe3841\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 21:57:37 +0800\n Finished: Mon, 18 May 2026 21:57:37 +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-tcqdg (ro)\nContainers:\n server:\n Container ID: containerd://fe24ac54411bd92d94aba6077a0677472808b1d20ffddbfd4ef2a5561e61978e\n Image: wangyl2128/checkoutservice-v2:latest\n Image ID: docker.io/wangyl2128/checkoutservice-v2@sha256:800089300b1511fd78b72e9a9e458d61f2740976877744be45b2f60af3a5807b\n Port: 5050/TCP\n Host Port: 0/TCP\n State: Running\n Started: Mon, 18 May 2026 21:59:57 +0800\n Last State: Terminated\n Reason: Error\n Exit Code: 2\n Started: Mon, 18 May 2026 21:58:53 +0800\n Finished: Mon, 18 May 2026 21:59:07 +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 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: 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-tcqdg (ro)\n istio-proxy:\n Container ID: containerd://61f27703568f1a541410aaa106b13750d06813483b1f5e55381d6bf1912b7066\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 21:57:40 +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: checkoutservice-7c8866657f-db778 (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\":5050,\"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: checkoutservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/checkoutservice\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\":5050,\"service\":\"\"},\"timeoutSeconds\":1},\"/app-health/server/readyz\":{\"grpc\":{\"port\":5050,\"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-tcqdg (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-tcqdg:\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 2m32s default-scheduler Successfully assigned boutique/checkoutservice-7c8866657f-db778 to worker-01\n Normal Pulled 2m32s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m32s kubelet Created container istio-validation\n Normal Started 2m32s kubelet Started container istio-validation\n Normal Created 2m29s kubelet Created container istio-proxy\n Normal Pulled 2m29s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.939s (1.939s including waiting). Image size: 7906007 bytes.\n Normal Pulled 2m29s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m29s kubelet Started container istio-proxy\n Normal Pulled 2m18s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.879s (1.879s including waiting). Image size: 7906007 bytes.\n Normal Created 109s (x3 over 2m29s) kubelet Created container server\n Normal Started 109s (x3 over 2m29s) kubelet Started container server\n Normal Pulled 109s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.951s (1.951s including waiting). Image size: 7906007 bytes.\n Warning BackOff 92s (x5 over 2m11s) kubelet Back-off restarting failed container server in pod checkoutservice-7c8866657f-db778_boutique(79b3ffdc-60da-4e31-8da7-8fa6bccf6ed3)\n Normal Pulling 78s (x4 over 2m31s) kubelet Pulling image \"wangyl2128/checkoutservice-v2:latest\"\n Normal Pulled 76s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.903s (1.903s including waiting). Image size: 7906007 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 3, 'alerts': [{'type': 'Service', 'name': 'paymentservice', 'time_range': '2026-05-18 21:57:32 ~ 2026-05-18 22:00:07', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-18 21:57:32 ~ 2026-05-18 22:00:07', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 162, '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\": 6342,\n \"total_errors\": 161,\n \"total_error_ratio\": 0.0254,\n \"patterns\": [\n {\n \"count\": 161,\n \"ratio\": 0.0254,\n \"sample\": \"2026-05-18T22:00:16.874978514+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"9e188215-4333-450e-a385-70c0d0ae3ecc\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"6eaa9bcf-73d6-4850-9779-7e928e056a66\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T14:00:16.874880658Z\\\"}\"\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": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}", + "output": "{\n \"total_log_count\": 43,\n \"total_errors\": 2,\n \"total_error_ratio\": 0.0465,\n \"patterns\": [\n {\n \"count\": 1,\n \"ratio\": 0.0233,\n \"sample\": \"2026-05-18T22:00:12.252139789+08:00 panic: mismatching currency codes\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0233,\n \"sample\": \"panic: mismatching currency codes\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "{\n \"total_log_count\": 1476,\n \"total_errors\": 5,\n \"total_error_ratio\": 0.0034,\n \"patterns\": [\n {\n \"count\": 3,\n \"ratio\": 0.002,\n \"sample\": \"2026-05-18T22:00:12.228227128+08:00 GetCartAsync called with userId=GBP\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0007,\n \"sample\": \"2026-05-18T21:57:58.259303526+08:00 GetCartAsync called with userId=JPY\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0007,\n \"sample\": \"2026-05-18T21:59:07.922613028+08:00 GetCartAsync called with userId=CAD\"\n }\n ]\n}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'checkoutservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: checkoutservice\n namespace: boutique\n labels:\n app: checkoutservice\nspec:\n selector:\n matchLabels:\n app: checkoutservice\n template:\n metadata:\n labels:\n app: checkoutservice\n spec:\n serviceAccountName: checkoutservice\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/checkoutservice-v2:latest\n ports:\n - containerPort: 5050\n readinessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 5050\n livenessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 5050\n env:\n - name: PORT\n value: \"5050\"\n - name: PRODUCT_CATALOG_SERVICE_ADDR\n value: \"productcatalogservice:3550\"\n - name: SHIPPING_SERVICE_ADDR\n value: \"shippingservice:50051\"\n - name: PAYMENT_SERVICE_ADDR\n value: \"paymentservice:50051\"\n - name: EMAIL_SERVICE_ADDR\n value: \"emailservice:5000\"\n - name: CURRENCY_SERVICE_ADDR\n value: \"currencyservice:7000\"\n - name: CART_SERVICE_ADDR\n value: \"cartservice:7070\"\n \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: checkoutservice\n namespace: boutique\n labels:\n app: checkoutservice\nspec:\n type: ClusterIP\n selector:\n app: checkoutservice\n ports:\n - name: grpc\n port: 5050\n targetPort: 5050\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: checkoutservice\n namespace: boutique" + }, + { + "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\tuserID := req.UserId\n\tuserCurrency := req.UserCurrency\n\tuserID, userCurrency = userCurrency, userID\n\n\tprep, err := cs.prepareOrderItemsAndShippingQuoteFromCart(ctx, userID, 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/10/path1.json b/golden-trajectory/boutique/codedefect/10/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..4f0be097a00e3c592b174885f72125603bca478f --- /dev/null +++ b/golden-trajectory/boutique/codedefect/10/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-crp2n 2/2 Running 0 5m43s\ncartservice-7c5f46fc47-bbmp6 2/2 Running 0 5m42s\ncheckoutservice-57d5fbd5f5-c9s88 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-v6zkw 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-2ff4x 2/2 Running 0 5m42s\nfrontend-79bb68d59d-cwqk8 2/2 Running 0 5m42s\npaymentservice-64b6c744b5-vtsb4 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-4s6w2 2/2 Running 0 5m41s\nrecommendationservice-786899779d-9dl44 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-f6ctl 2/2 Running 0 5m41s\nshippingservice-799cbfbc76-5vxt4 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 10.68.35.184 9555/TCP 5m46s\ncartservice ClusterIP 10.68.116.198 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.42.156 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.225.110 7000/TCP 5m45s\nemailservice ClusterIP 10.68.90.32 5000/TCP 5m45s\nfrontend ClusterIP 10.68.177.150 80/TCP 5m45s\nfrontend-external NodePort 10.68.210.7 80:30080/TCP 5m45s\npaymentservice ClusterIP 10.68.153.173 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.122.129 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.156.7 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.232.98 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.24.67 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 16:41:47 ~ 2026-05-18 16:44:22', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=18.66ms -> Current=3750.00ms (+19995.4%) | Peak=3750.00ms | p90latency: Normal=64.03ms -> Current=4750.00ms (+7318.6%) | Peak=4750.00ms']}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 5562,\n \"total_errors\": 2,\n \"total_error_ratio\": 0.0004,\n \"patterns\": [\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-18T16:44:32.697320496+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"1d45580a-e4c0-4a91-83c5-abd0dc5ea0f9\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"cdec67bd-0abe-4541-bf82-4ad2503ec14c\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T08:44:32.697209935Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-18T16:44:32.697443153+08:00 {\\\"error\\\":\\\"could not retrieve currencies: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"c53e4ec6-8d04-4634-a444-6a5350e23bf5\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/cart\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"70521781-eec3-45d1-a0a3-2a5427974009\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T08:44:32.697388003Z\\\"}\"\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: '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\ttime.Sleep(time.Millisecond * time.Duration(3000))\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/10/path2.json b/golden-trajectory/boutique/codedefect/10/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..d06705e329ac238a7dac71fa11727a4c26d2b82a --- /dev/null +++ b/golden-trajectory/boutique/codedefect/10/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-crp2n 2/2 Running 0 5m43s\ncartservice-7c5f46fc47-bbmp6 2/2 Running 0 5m42s\ncheckoutservice-57d5fbd5f5-c9s88 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-v6zkw 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-2ff4x 2/2 Running 0 5m42s\nfrontend-79bb68d59d-cwqk8 2/2 Running 0 5m42s\npaymentservice-64b6c744b5-vtsb4 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-4s6w2 2/2 Running 0 5m41s\nrecommendationservice-786899779d-9dl44 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-f6ctl 2/2 Running 0 5m41s\nshippingservice-799cbfbc76-5vxt4 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 10.68.35.184 9555/TCP 5m46s\ncartservice ClusterIP 10.68.116.198 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.42.156 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.225.110 7000/TCP 5m45s\nemailservice ClusterIP 10.68.90.32 5000/TCP 5m45s\nfrontend ClusterIP 10.68.177.150 80/TCP 5m45s\nfrontend-external NodePort 10.68.210.7 80:30080/TCP 5m45s\npaymentservice ClusterIP 10.68.153.173 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.122.129 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.156.7 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.232.98 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.24.67 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 16:41:47 ~ 2026-05-18 16:44:22', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=18.66ms -> Current=3750.00ms (+19995.4%) | Peak=3750.00ms | p90latency: Normal=64.03ms -> Current=4750.00ms (+7318.6%) | 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\ttime.Sleep(time.Millisecond * time.Duration(3000))\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/11/path1.json b/golden-trajectory/boutique/codedefect/11/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..2ca757ad1cea2e7368418f580454f90f760e3fbd --- /dev/null +++ b/golden-trajectory/boutique/codedefect/11/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-6f89c99b76-8lk2f 2/2 Running 0 5m53s\ncartservice-7c5f46fc47-mtgnb 2/2 Running 0 5m52s\ncheckoutservice-548bb9d487-pqdm2 1/2 CrashLoopBackOff 3 (39s ago) 2m41s\ncurrencyservice-5bc9dbdf66-7zhwp 2/2 Running 0 5m52s\nemailservice-c86b9b8f6-2h7qp 2/2 Running 0 5m52s\nfrontend-79bb68d59d-5wjl4 2/2 Running 0 5m51s\npaymentservice-64b6c744b5-nl7mp 2/2 Running 0 5m51s\nproductcatalogservice-5677b598bd-h5prl 2/2 Running 0 5m51s\nrecommendationservice-786899779d-stdc8 2/2 Running 0 5m51s\nredis-cart-64b9db6f79-74rhs 2/2 Running 0 5m51s\nshippingservice-799cbfbc76-wvbrx 2/2 Running 0 5m50s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'checkoutservice-548bb9d487-pqdm2', namespace: 'boutique'}", + "output": "Name: checkoutservice-548bb9d487-pqdm2\nNamespace: boutique\nPriority: 0\nService Account: checkoutservice\nNode: worker-01/192.168.0.222\nStart Time: Mon, 18 May 2026 16:14:09 +0800\nLabels: app=checkoutservice\n networking.istio.io/tunnel=http\n pod-template-hash=548bb9d487\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=checkoutservice\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: 172.20.1.181\nIPs:\n IP: 172.20.1.181\nControlled By: ReplicaSet/checkoutservice-548bb9d487\nInit Containers:\n istio-validation:\n Container ID: containerd://dd00966c8718da177b3e522e04d99f837a6aa42193dcf76fbe95be4c2babb5eb\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 16:14:10 +0800\n Finished: Mon, 18 May 2026 16:14:10 +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-94xk2 (ro)\nContainers:\n server:\n Container ID: containerd://f3df1d8811e26693866587cfdffa69cdb4b6877385ab95d534bb2f1b9db5d2eb\n Image: wangyl2128/checkoutservice-v2:latest\n Image ID: docker.io/wangyl2128/checkoutservice-v2@sha256:505f4236a89f4a19c80a23ceb98375c42c949d546c844cb87e029cfef3d1aff4\n Port: 5050/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 16:15:55 +0800\n Finished: Mon, 18 May 2026 16:16:11 +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: 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-94xk2 (ro)\n istio-proxy:\n Container ID: containerd://7a6c1c9b84f146ed894ad69f74923ca42bcfe2f82864180507f521d8ec556237\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 16:14:18 +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: checkoutservice-548bb9d487-pqdm2 (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\":5050,\"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: checkoutservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/checkoutservice\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\":5050,\"service\":\"\"},\"timeoutSeconds\":1},\"/app-health/server/readyz\":{\"grpc\":{\"port\":5050,\"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-94xk2 (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-94xk2:\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 2m42s default-scheduler Successfully assigned boutique/checkoutservice-548bb9d487-pqdm2 to worker-01\n Normal Pulled 2m41s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m41s kubelet Created container istio-validation\n Normal Started 2m41s kubelet Started container istio-validation\n Normal Created 2m33s kubelet Created container istio-proxy\n Normal Pulled 2m33s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 7.597s (7.597s including waiting). Image size: 7904365 bytes.\n Normal Pulled 2m33s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m33s kubelet Started container istio-proxy\n Normal Pulled 2m16s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 2.019s (2.019s including waiting). Image size: 7904365 bytes.\n Normal Started 95s (x3 over 2m33s) kubelet Started container server\n Normal Pulled 95s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.922s (1.922s including waiting). Image size: 7904365 bytes.\n Warning BackOff 72s (x4 over 2m) kubelet Back-off restarting failed container server in pod checkoutservice-548bb9d487-pqdm2_boutique(d35eee3d-ba6d-4538-beb2-559802fa2089)\n Normal Pulling 58s (x4 over 2m41s) kubelet Pulling image \"wangyl2128/checkoutservice-v2:latest\"\n Normal Created 56s (x4 over 2m33s) kubelet Created container server\n Normal Pulled 56s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.938s (1.938s including waiting). Image size: 7904365 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 4, 'alerts': [{'type': 'Service', 'name': 'checkoutservice', 'time_range': '2026-05-18 16:14:15 ~ 2026-05-18 16:16:50', 'status': 'ABNORMAL', 'evidence': ['TRAFFIC_ANOMALY [Outbound DROP] | Normal=12.40pps -> Current=8.98pps (-27.6%)']}, {'type': 'Service', 'name': 'paymentservice', 'time_range': '2026-05-18 16:14:15 ~ 2026-05-18 16:16:50', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-18 16:14:15 ~ 2026-05-18 16:16:50', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 166, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetRecentLogs", + "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}", + "output": "['From checkoutservice logs:', '2026-05-18T16:17:03.119386280+08:00 {\"message\":\"Tracing disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T08:17:03.119252115Z\"}', '2026-05-18T16:17:03.119419465+08:00 {\"message\":\"Profiling disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T08:17:03.119326186Z\"}', '2026-05-18T16:17:03.119631803+08:00 {\"message\":\"service config: \\\\u0026{UnimplementedCheckoutServiceServer:{} productCatalogSvcAddr:productcatalogservice:3550 productCatalogSvcConn:0x215ed124b008 cartSvcAddr:cartservice:7070 cartSvcConn:0x215ed124b408 currencySvcAddr:currencyservice:7000 currencySvcConn:0x215ed124b808 shippingSvcAddr:shippingservice:50051 shippingSvcConn:0x215ed124ac08 emailSvcAddr:emailservice:5000 emailSvcConn:0x215ed124bc08 paymentSvcAddr:paymentservice:50051 paymentSvcConn:0x215ed12dc008}\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T08:17:03.119571879Z\"}', '2026-05-18T16:17:03.119677462+08:00 {\"message\":\"starting to listen on tcp: \\\\\"[::]:5050\\\\\"\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T08:17:03.119625911Z\"}', '', 'From previous container logs:', '{\"message\":\"Tracing disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T08:15:55.096609201Z\"}', '{\"message\":\"Profiling disabled.\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T08:15:55.096696453Z\"}', '{\"message\":\"service config: \\\\u0026{UnimplementedCheckoutServiceServer:{} productCatalogSvcAddr:productcatalogservice:3550 productCatalogSvcConn:0x2af7beed7008 cartSvcAddr:cartservice:7070 cartSvcConn:0x2af7beed7408 currencySvcAddr:currencyservice:7000 currencySvcConn:0x2af7beed7808 shippingSvcAddr:shippingservice:50051 shippingSvcConn:0x2af7beed6c08 emailSvcAddr:emailservice:5000 emailSvcConn:0x2af7beed7c08 paymentSvcAddr:paymentservice:50051 paymentSvcConn:0x2af7beff0008}\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T08:15:55.097003547Z\"}', '{\"message\":\"starting to listen on tcp: \\\\\"[::]:5050\\\\\"\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T08:15:55.097074309Z\"}', '{\"message\":\"[PlaceOrder] user_id=\\\\\"2251863e-ad26-4414-8d95-e9db34e3f9ef\\\\\" user_currency=\\\\\"TRY\\\\\"\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T08:16:10.118064841Z\"}', '{\"message\":\"[PlaceOrder] user_id=\\\\\"4e4c15c9-792c-474e-8e75-20308157b012\\\\\" user_currency=\\\\\"CAD\\\\\"\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T08:16:10.223627758Z\"}', '{\"message\":\"[PlaceOrder] user_id=\\\\\"cab9d60c-a54a-4ad8-8d68-1d23429800d5\\\\\" user_currency=\\\\\"USD\\\\\"\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T08:16:10.817403997Z\"}', '', 'From istio-proxy logs:', '2026-05-18T08:14:18.132966Z\\tinfo\\tFLAG: --proxyLogLevel=\"warning\"', '2026-05-18T08:14:18.132968Z\\tinfo\\tFLAG: --serviceCluster=\"istio-proxy\"', '2026-05-18T08:14:18.132971Z\\tinfo\\tFLAG: --stsPort=\"0\"', '2026-05-18T08:14:18.132974Z\\tinfo\\tFLAG: --templateFile=\"\"', '2026-05-18T08:14:18.132976Z\\tinfo\\tFLAG: --tokenManagerPlugin=\"\"', '2026-05-18T08:14:18.132980Z\\tinfo\\tFLAG: --vklog=\"0\"', '2026-05-18T08:14:18.132982Z\\tinfo\\tVersion 1.27.3-df538c2279a633544e6c0961a03ab772729933be-Clean', '2026-05-18T08:14:18.133146Z\\tinfo\\tProxy role\\tips=[172.20.1.181] type=sidecar id=checkoutservice-548bb9d487-pqdm2.boutique domain=boutique.svc.cluster.local', '2026-05-18T08:14:18.133192Z\\tinfo\\tApply proxy config from env {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}', '2026-05-18T08:14:18.134416Z\\tinfo\\tcpu limit detected as 2, setting concurrency', '2026-05-18T08:14:18.134648Z\\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', '2026-05-18T08:14:18.134663Z\\tinfo\\tJWT policy is third-party-jwt', '2026-05-18T08:14:18.134666Z\\tinfo\\tusing credential fetcher of JWT type in cluster.local trust domain', '2026-05-18T08:14:18.173633Z\\tinfo\\tStarting default Istio SDS Server', '2026-05-18T08:14:18.173668Z\\tinfo\\tCA Endpoint istiod.istio-system.svc:15012, provider Citadel', '2026-05-18T08:14:18.173683Z\\tinfo\\tUsing CA istiod.istio-system.svc:15012 cert with certs: var/run/secrets/istio/root-cert.pem', '2026-05-18T08:14:18.174069Z\\tinfo\\tOpening status port 15020', '2026-05-18T08:14:18.175293Z\\tinfo\\txdsproxy\\tInitializing with upstream address \"istiod.istio-system.svc:15012\" and cluster \"Kubernetes\"', '2026-05-18T08:14:18.175567Z\\tinfo\\tsds\\tStarting SDS grpc server', '2026-05-18T08:14:18.175582Z\\tinfo\\tsds\\tStarting SDS server for workload certificates, will listen on \"var/run/secrets/workload-spiffe-uds/socket\"', '2026-05-18T08:14:18.176583Z\\tinfo\\tPilot SAN: [istiod.istio-system.svc]', '2026-05-18T08:14:18.177413Z\\tinfo\\tStarting proxy agent', '2026-05-18T08:14:18.177452Z\\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]', '2026-05-18T08:14:18.233424Z\\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', '2026-05-18T08:14:18.234431Z\\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', '2026-05-18T08:14:18.240109Z\\tinfo\\txdsproxy\\tconnected to delta upstream XDS server: istiod.istio-system.svc:15012\\tid=1', '2026-05-18T08:14:18.282765Z\\tinfo\\tads\\tADS: new connection for node:1', '2026-05-18T08:14:18.283238Z\\tinfo\\tads\\tADS: new connection for node:2', '2026-05-18T08:14:18.413097Z\\tinfo\\tcache\\tgenerated new workload certificate\\tresourceName=default latency=237.36834ms ttl=23h59m59.586907747s', '2026-05-18T08:14:18.413137Z\\tinfo\\tcache\\tRoot cert has changed, start rotating root cert', '2026-05-18T08:14:18.413169Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.586831264s', '2026-05-18T08:14:18.413185Z\\tinfo\\tcache\\treturned workload certificate from cache\\tttl=23h59m59.586815409s', '2026-05-18T08:14:18.413288Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.586715226s', '2026-05-18T08:14:18.413559Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.586442244s', '2026-05-18T08:14:18.864962Z\\tinfo\\tReadiness succeeded in 734.75447ms', '2026-05-18T08:14:18.865223Z\\tinfo\\tEnvoy proxy is ready']" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}", + "output": "No error logs found for checkoutservice in boutique namespace." + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'checkoutservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: checkoutservice\n namespace: boutique\n labels:\n app: checkoutservice\nspec:\n selector:\n matchLabels:\n app: checkoutservice\n template:\n metadata:\n labels:\n app: checkoutservice\n spec:\n serviceAccountName: checkoutservice\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/checkoutservice-v2:latest\n ports:\n - containerPort: 5050\n readinessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 5050\n livenessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 5050\n env:\n - name: PORT\n value: \"5050\"\n - name: PRODUCT_CATALOG_SERVICE_ADDR\n value: \"productcatalogservice:3550\"\n - name: SHIPPING_SERVICE_ADDR\n value: \"shippingservice:50051\"\n - name: PAYMENT_SERVICE_ADDR\n value: \"paymentservice:50051\"\n - name: EMAIL_SERVICE_ADDR\n value: \"emailservice:5000\"\n - name: CURRENCY_SERVICE_ADDR\n value: \"currencyservice:7000\"\n - name: CART_SERVICE_ADDR\n value: \"cartservice:7070\"\n \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: checkoutservice\n namespace: boutique\n labels:\n app: checkoutservice\nspec:\n type: ClusterIP\n selector:\n app: checkoutservice\n ports:\n - name: grpc\n port: 5050\n targetPort: 5050\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: checkoutservice\n namespace: boutique" + }, + { + "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\"runtime\"\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\tnumbers := make([]int, 1, 1)\n\tfor i := 0; i < 1024*1024*8; i++ {\n\t\tnumbers = append(numbers, 1)\n\t}\n\truntime.GC()\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/11/path2.json b/golden-trajectory/boutique/codedefect/11/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..5e4ee46c6ab760baf22cf892966e90f21fe57fe6 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/11/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-6f89c99b76-8lk2f 2/2 Running 0 5m53s\ncartservice-7c5f46fc47-mtgnb 2/2 Running 0 5m52s\ncheckoutservice-548bb9d487-pqdm2 1/2 CrashLoopBackOff 3 (39s ago) 2m41s\ncurrencyservice-5bc9dbdf66-7zhwp 2/2 Running 0 5m52s\nemailservice-c86b9b8f6-2h7qp 2/2 Running 0 5m52s\nfrontend-79bb68d59d-5wjl4 2/2 Running 0 5m51s\npaymentservice-64b6c744b5-nl7mp 2/2 Running 0 5m51s\nproductcatalogservice-5677b598bd-h5prl 2/2 Running 0 5m51s\nrecommendationservice-786899779d-stdc8 2/2 Running 0 5m51s\nredis-cart-64b9db6f79-74rhs 2/2 Running 0 5m51s\nshippingservice-799cbfbc76-wvbrx 2/2 Running 0 5m50s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'checkoutservice-548bb9d487-pqdm2', namespace: 'boutique'}", + "output": "Name: checkoutservice-548bb9d487-pqdm2\nNamespace: boutique\nPriority: 0\nService Account: checkoutservice\nNode: worker-01/192.168.0.222\nStart Time: Mon, 18 May 2026 16:14:09 +0800\nLabels: app=checkoutservice\n networking.istio.io/tunnel=http\n pod-template-hash=548bb9d487\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=checkoutservice\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: 172.20.1.181\nIPs:\n IP: 172.20.1.181\nControlled By: ReplicaSet/checkoutservice-548bb9d487\nInit Containers:\n istio-validation:\n Container ID: containerd://dd00966c8718da177b3e522e04d99f837a6aa42193dcf76fbe95be4c2babb5eb\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 16:14:10 +0800\n Finished: Mon, 18 May 2026 16:14:10 +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-94xk2 (ro)\nContainers:\n server:\n Container ID: containerd://f3df1d8811e26693866587cfdffa69cdb4b6877385ab95d534bb2f1b9db5d2eb\n Image: wangyl2128/checkoutservice-v2:latest\n Image ID: docker.io/wangyl2128/checkoutservice-v2@sha256:505f4236a89f4a19c80a23ceb98375c42c949d546c844cb87e029cfef3d1aff4\n Port: 5050/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 16:15:55 +0800\n Finished: Mon, 18 May 2026 16:16:11 +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: 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-94xk2 (ro)\n istio-proxy:\n Container ID: containerd://7a6c1c9b84f146ed894ad69f74923ca42bcfe2f82864180507f521d8ec556237\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 16:14:18 +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: checkoutservice-548bb9d487-pqdm2 (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\":5050,\"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: checkoutservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/checkoutservice\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\":5050,\"service\":\"\"},\"timeoutSeconds\":1},\"/app-health/server/readyz\":{\"grpc\":{\"port\":5050,\"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-94xk2 (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-94xk2:\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 2m42s default-scheduler Successfully assigned boutique/checkoutservice-548bb9d487-pqdm2 to worker-01\n Normal Pulled 2m41s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m41s kubelet Created container istio-validation\n Normal Started 2m41s kubelet Started container istio-validation\n Normal Created 2m33s kubelet Created container istio-proxy\n Normal Pulled 2m33s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 7.597s (7.597s including waiting). Image size: 7904365 bytes.\n Normal Pulled 2m33s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m33s kubelet Started container istio-proxy\n Normal Pulled 2m16s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 2.019s (2.019s including waiting). Image size: 7904365 bytes.\n Normal Started 95s (x3 over 2m33s) kubelet Started container server\n Normal Pulled 95s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.922s (1.922s including waiting). Image size: 7904365 bytes.\n Warning BackOff 72s (x4 over 2m) kubelet Back-off restarting failed container server in pod checkoutservice-548bb9d487-pqdm2_boutique(d35eee3d-ba6d-4538-beb2-559802fa2089)\n Normal Pulling 58s (x4 over 2m41s) kubelet Pulling image \"wangyl2128/checkoutservice-v2:latest\"\n Normal Created 56s (x4 over 2m33s) kubelet Created container server\n Normal Pulled 56s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.938s (1.938s including waiting). Image size: 7904365 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 4, 'alerts': [{'type': 'Service', 'name': 'checkoutservice', 'time_range': '2026-05-18 16:14:15 ~ 2026-05-18 16:16:50', 'status': 'ABNORMAL', 'evidence': ['TRAFFIC_ANOMALY [Outbound DROP] | Normal=12.40pps -> Current=8.98pps (-27.6%)']}, {'type': 'Service', 'name': 'paymentservice', 'time_range': '2026-05-18 16:14:15 ~ 2026-05-18 16:16:50', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-18 16:14:15 ~ 2026-05-18 16:16:50', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 166, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'checkoutservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: checkoutservice\n namespace: boutique\n labels:\n app: checkoutservice\nspec:\n selector:\n matchLabels:\n app: checkoutservice\n template:\n metadata:\n labels:\n app: checkoutservice\n spec:\n serviceAccountName: checkoutservice\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/checkoutservice-v2:latest\n ports:\n - containerPort: 5050\n readinessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 5050\n livenessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 5050\n env:\n - name: PORT\n value: \"5050\"\n - name: PRODUCT_CATALOG_SERVICE_ADDR\n value: \"productcatalogservice:3550\"\n - name: SHIPPING_SERVICE_ADDR\n value: \"shippingservice:50051\"\n - name: PAYMENT_SERVICE_ADDR\n value: \"paymentservice:50051\"\n - name: EMAIL_SERVICE_ADDR\n value: \"emailservice:5000\"\n - name: CURRENCY_SERVICE_ADDR\n value: \"currencyservice:7000\"\n - name: CART_SERVICE_ADDR\n value: \"cartservice:7070\"\n \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: checkoutservice\n namespace: boutique\n labels:\n app: checkoutservice\nspec:\n type: ClusterIP\n selector:\n app: checkoutservice\n ports:\n - name: grpc\n port: 5050\n targetPort: 5050\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: checkoutservice\n namespace: boutique" + }, + { + "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\"runtime\"\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\tnumbers := make([]int, 1, 1)\n\tfor i := 0; i < 1024*1024*8; i++ {\n\t\tnumbers = append(numbers, 1)\n\t}\n\truntime.GC()\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/12/path1.json b/golden-trajectory/boutique/codedefect/12/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..0b7d443a501ae08bddfac143f82492ac0f7633bf --- /dev/null +++ b/golden-trajectory/boutique/codedefect/12/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "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-jdnw6 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-qls85 2/2 Running 0 5m42s\ncheckoutservice-7dd886c5bd-ljdpv 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-wlzlx 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-5lkrn 2/2 Running 0 5m41s\nfrontend-79bb68d59d-7zth9 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-d72m7 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-66bmm 2/2 Running 0 5m41s\nrecommendationservice-786899779d-jldnx 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-wnqcq 2/2 Running 0 5m40s\nshippingservice-799cbfbc76-fzzj5 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 10.68.61.64 9555/TCP 5m45s\ncartservice ClusterIP 10.68.56.220 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.24.116 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.109.10 7000/TCP 5m45s\nemailservice ClusterIP 10.68.34.176 5000/TCP 5m45s\nfrontend ClusterIP 10.68.178.197 80/TCP 5m44s\nfrontend-external NodePort 10.68.142.154 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.246.169 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.56.9 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.179.66 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.219.148 6379/TCP 5m43s\nshippingservice ClusterIP 10.68.68.208 50051/TCP 5m43s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-18 22:38:53 ~ 2026-05-18 22:41:28', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 200, '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\": 6079,\n \"total_errors\": 199,\n \"total_error_ratio\": 0.0327,\n \"patterns\": [\n {\n \"count\": 199,\n \"ratio\": 0.0327,\n \"sample\": \"2026-05-18T22:41:37.772386757+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Internal desc = failed to charge card: could not charge the card: rpc error: code = Unknown desc = Cannot read properties of null (reading 'credit_card_number')\\\",\\\"http.req.id\\\":\\\"b5b819a3-1837-45a1-8e40-0b6b8a31b8c4\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"5c9d8a35-eb26-4010-98f4-aa538dfe3725\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T14:41:37.772297009Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'paymentservice'}", + "output": "{\n \"total_log_count\": 2230,\n \"total_errors\": 199,\n \"total_error_ratio\": 0.0892,\n \"patterns\": [\n {\n \"count\": 199,\n \"ratio\": 0.0892,\n \"sample\": \"2026-05-18T22:41:37.771168994+08:00 TypeError: Cannot read properties of null (reading 'credit_card_number')\"\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: '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\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\tpaymentInfo = nil\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/12/path2.json b/golden-trajectory/boutique/codedefect/12/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..aa06a9853577f5e52e0070fbce92ca0b63577501 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/12/path2.json @@ -0,0 +1,82 @@ +{ + "statistics": { + "valid_tool_call_count": 12, + "total_trace_steps": 12, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetServiceDependencies", + "GetResources", + "GetErrorLogs", + "GetErrorLogs", + "GetErrorLogs", + "CheckServiceConnectivity", + "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-jdnw6 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-qls85 2/2 Running 0 5m42s\ncheckoutservice-7dd886c5bd-ljdpv 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-wlzlx 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-5lkrn 2/2 Running 0 5m41s\nfrontend-79bb68d59d-7zth9 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-d72m7 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-66bmm 2/2 Running 0 5m41s\nrecommendationservice-786899779d-jldnx 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-wnqcq 2/2 Running 0 5m40s\nshippingservice-799cbfbc76-fzzj5 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 10.68.61.64 9555/TCP 5m45s\ncartservice ClusterIP 10.68.56.220 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.24.116 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.109.10 7000/TCP 5m45s\nemailservice ClusterIP 10.68.34.176 5000/TCP 5m45s\nfrontend ClusterIP 10.68.178.197 80/TCP 5m44s\nfrontend-external NodePort 10.68.142.154 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.246.169 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.56.9 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.179.66 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.219.148 6379/TCP 5m43s\nshippingservice ClusterIP 10.68.68.208 50051/TCP 5m43s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-18 22:38:53 ~ 2026-05-18 22:41:28', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 200, '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 172.20.2.15:9555 6m4s\ncartservice 172.20.1.159:7070 6m4s\ncheckoutservice 172.20.1.164:5050 6m4s\ncurrencyservice 172.20.1.160:7000 6m4s\nemailservice 172.20.2.17:8080 6m4s\nfrontend 172.20.1.161:8080 6m3s\nfrontend-external 172.20.1.161:8080 6m3s\npaymentservice 172.20.2.18:50051 6m3s\nproductcatalogservice 172.20.1.162:3550 6m3s\nrecommendationservice 172.20.2.19:8080 6m3s\nredis-cart 172.20.1.163:6379 6m2s\nshippingservice 172.20.2.20:50051 6m2s" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 6079,\n \"total_errors\": 199,\n \"total_error_ratio\": 0.0327,\n \"patterns\": [\n {\n \"count\": 199,\n \"ratio\": 0.0327,\n \"sample\": \"2026-05-18T22:41:37.772386757+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Internal desc = failed to charge card: could not charge the card: rpc error: code = Unknown desc = Cannot read properties of null (reading 'credit_card_number')\\\",\\\"http.req.id\\\":\\\"b5b819a3-1837-45a1-8e40-0b6b8a31b8c4\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"5c9d8a35-eb26-4010-98f4-aa538dfe3725\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T14:41:37.772297009Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}", + "output": "No error logs found for checkoutservice in boutique namespace." + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'paymentservice'}", + "output": "{\n \"total_log_count\": 2230,\n \"total_errors\": 199,\n \"total_error_ratio\": 0.0892,\n \"patterns\": [\n {\n \"count\": 199,\n \"ratio\": 0.0892,\n \"sample\": \"2026-05-18T22:41:37.771168994+08:00 TypeError: Cannot read properties of null (reading 'credit_card_number')\"\n }\n ]\n}" + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={service_name: 'checkoutservice', port: 5050, namespace: 'boutique'}", + "output": "checkoutservice (172.20.1.164:5050) open\nConnection Succeeded" + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={service_name: 'paymentservice', port: 50051, namespace: 'boutique'}", + "output": "paymentservice (172.20.2.18:50051) open\nConnection Succeeded" + }, + { + "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\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\tpaymentInfo = nil\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/13/path1.json b/golden-trajectory/boutique/codedefect/13/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..76143a4c97d08ecb862b5b2e636f13ffd8b56517 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/13/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "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-gldsh 2/2 Running 0 5m43s\ncartservice-7c5f46fc47-lpq56 2/2 Running 0 5m42s\ncheckoutservice-5bcfff548f-th96t 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-z4qcv 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-2psqb 2/2 Running 0 5m42s\nfrontend-79bb68d59d-8j225 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-sgskh 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-6pq6l 2/2 Running 0 5m41s\nrecommendationservice-786899779d-774qd 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-scc5k 2/2 Running 0 5m41s\nshippingservice-799cbfbc76-tj6rw 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 10.68.1.255 9555/TCP 5m46s\ncartservice ClusterIP 10.68.12.40 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.36.90 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.130.166 7000/TCP 5m45s\nemailservice ClusterIP 10.68.12.249 5000/TCP 5m45s\nfrontend ClusterIP 10.68.32.170 80/TCP 5m45s\nfrontend-external NodePort 10.68.91.191 80:30080/TCP 5m45s\npaymentservice ClusterIP 10.68.198.118 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.121.157 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.210.132 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.156.250 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.42.18 50051/TCP 5m43s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 3, 'alerts': [{'type': 'Service', 'name': 'paymentservice', 'time_range': '2026-05-18 22:25:05 ~ 2026-05-18 22:27:40', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-18 22:25:05 ~ 2026-05-18 22:27:40', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 172, '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\": 6068,\n \"total_errors\": 173,\n \"total_error_ratio\": 0.0285,\n \"patterns\": [\n {\n \"count\": 171,\n \"ratio\": 0.0282,\n \"sample\": \"2026-05-18T22:27:49.792012985+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Internal desc = failed to prepare order: failed to convert price of \\\\\\\"1YMWWN1N4O\\\\\\\" to CAD\\\",\\\"http.req.id\\\":\\\"c65dfbc7-c87e-4390-9f35-5c9d60e341d9\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"9a2d9779-f0a0-4e5b-beb2-6d391403bdac\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T14:27:49.791916472Z\\\"}\"\n },\n {\n \"count\": 2,\n \"ratio\": 0.0003,\n \"sample\": \"2026-05-18T22:27:50.211210816+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"45bfd880-b6e8-4399-ad06-a05685e30695\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/2ZYFJ3GM2N\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"e622c616-4cca-40fb-8f2b-fce1970cd374\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T14:27:50.211146185Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'currencyservice'}", + "output": "{\n \"total_log_count\": 5945,\n \"total_errors\": 171,\n \"total_error_ratio\": 0.0288,\n \"patterns\": [\n {\n \"count\": 171,\n \"ratio\": 0.0288,\n \"sample\": \"2026-05-18T22:27:49.790791142+08:00 {\\\"severity\\\":\\\"error\\\",\\\"time\\\":1779114469790,\\\"pid\\\":1,\\\"hostname\\\":\\\"currencyservice-5bc9dbdf66-z4qcv\\\",\\\"name\\\":\\\"currencyservice-server\\\",\\\"message\\\":\\\"conversion request failed: TypeError: Cannot read properties of null (reading 'units')\\\"}\"\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: '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\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\tfrom = nil\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/13/path2.json b/golden-trajectory/boutique/codedefect/13/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..1002358a158c873325b8c88c7c628867460de433 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/13/path2.json @@ -0,0 +1,70 @@ +{ + "statistics": { + "valid_tool_call_count": 10, + "total_trace_steps": 10, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetServiceDependencies", + "GetResources", + "GetErrorLogs", + "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-gldsh 2/2 Running 0 5m43s\ncartservice-7c5f46fc47-lpq56 2/2 Running 0 5m42s\ncheckoutservice-5bcfff548f-th96t 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-z4qcv 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-2psqb 2/2 Running 0 5m42s\nfrontend-79bb68d59d-8j225 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-sgskh 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-6pq6l 2/2 Running 0 5m41s\nrecommendationservice-786899779d-774qd 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-scc5k 2/2 Running 0 5m41s\nshippingservice-799cbfbc76-tj6rw 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 10.68.1.255 9555/TCP 5m46s\ncartservice ClusterIP 10.68.12.40 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.36.90 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.130.166 7000/TCP 5m45s\nemailservice ClusterIP 10.68.12.249 5000/TCP 5m45s\nfrontend ClusterIP 10.68.32.170 80/TCP 5m45s\nfrontend-external NodePort 10.68.91.191 80:30080/TCP 5m45s\npaymentservice ClusterIP 10.68.198.118 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.121.157 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.210.132 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.156.250 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.42.18 50051/TCP 5m43s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 3, 'alerts': [{'type': 'Service', 'name': 'paymentservice', 'time_range': '2026-05-18 22:25:05 ~ 2026-05-18 22:27:40', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-18 22:25:05 ~ 2026-05-18 22:27:40', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 172, '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 172.20.2.247:9555 6m4s\ncartservice 172.20.1.147:7070 6m3s\ncheckoutservice 172.20.1.152:5050 6m3s\ncurrencyservice 172.20.1.148:7000 6m3s\nemailservice 172.20.2.249:8080 6m3s\nfrontend 172.20.1.149:8080 6m3s\nfrontend-external 172.20.1.149:8080 6m2s\npaymentservice 172.20.2.250:50051 6m2s\nproductcatalogservice 172.20.1.150:3550 6m2s\nrecommendationservice 172.20.2.251:8080 6m2s\nredis-cart 172.20.1.151:6379 6m2s\nshippingservice 172.20.2.2:50051 6m1s" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 6068,\n \"total_errors\": 173,\n \"total_error_ratio\": 0.0285,\n \"patterns\": [\n {\n \"count\": 171,\n \"ratio\": 0.0282,\n \"sample\": \"2026-05-18T22:27:49.792012985+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Internal desc = failed to prepare order: failed to convert price of \\\\\\\"1YMWWN1N4O\\\\\\\" to CAD\\\",\\\"http.req.id\\\":\\\"c65dfbc7-c87e-4390-9f35-5c9d60e341d9\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"9a2d9779-f0a0-4e5b-beb2-6d391403bdac\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T14:27:49.791916472Z\\\"}\"\n },\n {\n \"count\": 2,\n \"ratio\": 0.0003,\n \"sample\": \"2026-05-18T22:27:50.211210816+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"45bfd880-b6e8-4399-ad06-a05685e30695\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/2ZYFJ3GM2N\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"e622c616-4cca-40fb-8f2b-fce1970cd374\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T14:27:50.211146185Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'currencyservice'}", + "output": "{\n \"total_log_count\": 5945,\n \"total_errors\": 171,\n \"total_error_ratio\": 0.0288,\n \"patterns\": [\n {\n \"count\": 171,\n \"ratio\": 0.0288,\n \"sample\": \"2026-05-18T22:27:49.790791142+08:00 {\\\"severity\\\":\\\"error\\\",\\\"time\\\":1779114469790,\\\"pid\\\":1,\\\"hostname\\\":\\\"currencyservice-5bc9dbdf66-z4qcv\\\",\\\"name\\\":\\\"currencyservice-server\\\",\\\"message\\\":\\\"conversion request failed: TypeError: Cannot read properties of null (reading 'units')\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'checkoutservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: checkoutservice\n namespace: boutique\n labels:\n app: checkoutservice\nspec:\n selector:\n matchLabels:\n app: checkoutservice\n template:\n metadata:\n labels:\n app: checkoutservice\n spec:\n serviceAccountName: checkoutservice\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/checkoutservice-v2:latest\n ports:\n - containerPort: 5050\n readinessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 5050\n livenessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 5050\n env:\n - name: PORT\n value: \"5050\"\n - name: PRODUCT_CATALOG_SERVICE_ADDR\n value: \"productcatalogservice:3550\"\n - name: SHIPPING_SERVICE_ADDR\n value: \"shippingservice:50051\"\n - name: PAYMENT_SERVICE_ADDR\n value: \"paymentservice:50051\"\n - name: EMAIL_SERVICE_ADDR\n value: \"emailservice:5000\"\n - name: CURRENCY_SERVICE_ADDR\n value: \"currencyservice:7000\"\n - name: CART_SERVICE_ADDR\n value: \"cartservice:7070\"\n \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: checkoutservice\n namespace: boutique\n labels:\n app: checkoutservice\nspec:\n type: ClusterIP\n selector:\n app: checkoutservice\n ports:\n - name: grpc\n port: 5050\n targetPort: 5050\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: checkoutservice\n namespace: boutique" + }, + { + "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\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\tfrom = nil\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/14/path1.json b/golden-trajectory/boutique/codedefect/14/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..ca2615e651ecf80757a0f11b00098e1b2e6d7392 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/14/path1.json @@ -0,0 +1,64 @@ +{ + "statistics": { + "valid_tool_call_count": 9, + "total_trace_steps": 9, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "DescribeResource", + "GetErrorLogs", + "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-s9mfn 2/2 Running 0 5m43s\ncartservice-7c5f46fc47-p89jr 2/2 Running 0 5m43s\ncheckoutservice-7558b7bbfc-pqrck 1/2 CrashLoopBackOff 2 (40s ago) 2m32s\ncurrencyservice-5bc9dbdf66-6nhl7 2/2 Running 0 5m43s\nemailservice-c86b9b8f6-4gprg 2/2 Running 0 5m42s\nfrontend-79bb68d59d-hzmqf 2/2 Running 0 5m42s\npaymentservice-64b6c744b5-q66n5 2/2 Running 0 5m42s\nproductcatalogservice-5677b598bd-9kxwh 2/2 Running 0 5m42s\nrecommendationservice-786899779d-ddbl8 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-rdwm4 2/2 Running 0 5m41s\nshippingservice-799cbfbc76-l2nwk 2/2 Running 0 5m41s" + }, + { + "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 10.68.37.122 9555/TCP 5m46s\ncartservice ClusterIP 10.68.60.144 7070/TCP 5m46s\ncheckoutservice ClusterIP 10.68.56.175 5050/TCP 5m46s\ncurrencyservice ClusterIP 10.68.254.188 7000/TCP 5m46s\nemailservice ClusterIP 10.68.44.107 5000/TCP 5m45s\nfrontend ClusterIP 10.68.29.32 80/TCP 5m45s\nfrontend-external NodePort 10.68.196.9 80:30080/TCP 5m45s\npaymentservice ClusterIP 10.68.227.68 50051/TCP 5m45s\nproductcatalogservice ClusterIP 10.68.66.118 3550/TCP 5m45s\nrecommendationservice ClusterIP 10.68.52.245 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.236.225 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.167.174 50051/TCP 5m44s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 3, 'alerts': [{'type': 'Service', 'name': 'paymentservice', 'time_range': '2026-05-18 22:31:59 ~ 2026-05-18 22:34:34', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-18 22:31:59 ~ 2026-05-18 22:34:34', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 177, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'checkoutservice-7558b7bbfc-pqrck', namespace: 'boutique'}", + "output": "Name: checkoutservice-7558b7bbfc-pqrck\nNamespace: boutique\nPriority: 0\nService Account: checkoutservice\nNode: worker-01/192.168.0.222\nStart Time: Mon, 18 May 2026 22:32:03 +0800\nLabels: app=checkoutservice\n networking.istio.io/tunnel=http\n pod-template-hash=7558b7bbfc\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=checkoutservice\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: 172.20.1.158\nIPs:\n IP: 172.20.1.158\nControlled By: ReplicaSet/checkoutservice-7558b7bbfc\nInit Containers:\n istio-validation:\n Container ID: containerd://9476ec49c216aeaa3f1c8fce24e8291ca8b88bd9e927e8a6df9e04b0f46ed37e\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 22:32:04 +0800\n Finished: Mon, 18 May 2026 22:32:04 +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-jc5zw (ro)\nContainers:\n server:\n Container ID: containerd://25b559430abb666a9135065dd9d61685dbba1aeb3e52e95365661219295c3e40\n Image: wangyl2128/checkoutservice-v2:latest\n Image ID: docker.io/wangyl2128/checkoutservice-v2@sha256:800089300b1511fd78b72e9a9e458d61f2740976877744be45b2f60af3a5807b\n Port: 5050/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: CrashLoopBackOff\n Last State: Terminated\n Reason: Error\n Exit Code: 2\n Started: Mon, 18 May 2026 22:33:48 +0800\n Finished: Mon, 18 May 2026 22:33:55 +0800\n Ready: False\n Restart Count: 2\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: 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-jc5zw (ro)\n istio-proxy:\n Container ID: containerd://1dad8ae5ada95bb5b978c54c34122805450d57f33e84206fd70be038250a6711\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 22:32:06 +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: checkoutservice-7558b7bbfc-pqrck (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\":5050,\"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: checkoutservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/checkoutservice\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\":5050,\"service\":\"\"},\"timeoutSeconds\":1},\"/app-health/server/readyz\":{\"grpc\":{\"port\":5050,\"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-jc5zw (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-jc5zw:\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 2m32s default-scheduler Successfully assigned boutique/checkoutservice-7558b7bbfc-pqrck to worker-01\n Normal Pulled 2m31s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m31s kubelet Created container istio-validation\n Normal Started 2m31s kubelet Started container istio-validation\n Normal Pulled 2m29s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Pulled 2m29s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.948s (1.948s including waiting). Image size: 7906007 bytes.\n Normal Started 2m29s kubelet Started container istio-proxy\n Normal Created 2m29s kubelet Created container istio-proxy\n Warning Failed 2m9s kubelet Error: ErrImagePull\n Warning Failed 2m9s kubelet Failed to pull image \"wangyl2128/checkoutservice-v2:latest\": failed to pull and unpack image \"docker.io/wangyl2128/checkoutservice-v2:latest\": failed to resolve reference \"docker.io/wangyl2128/checkoutservice-v2:latest\": unexpected status from HEAD request to https://docker.nju.edu.cn/wangyl2128/checkoutservice-v2/manifests/latest?ns=docker.io: 403 Forbidden\n Normal BackOff 2m8s kubelet Back-off pulling image \"wangyl2128/checkoutservice-v2:latest\"\n Warning Failed 2m8s kubelet Error: ImagePullBackOff\n Normal Started 107s (x2 over 2m29s) kubelet Started container server\n Normal Created 107s (x2 over 2m29s) kubelet Created container server\n Normal Pulled 107s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 8.312s (8.312s including waiting). Image size: 7906007 bytes.\n Warning BackOff 61s (x5 over 100s) kubelet Back-off restarting failed container server in pod checkoutservice-7558b7bbfc-pqrck_boutique(bbd6d246-2a47-49fe-971f-cd66f943e6e9)\n Normal Pulling 49s (x4 over 2m31s) kubelet Pulling image \"wangyl2128/checkoutservice-v2:latest\"" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 5993,\n \"total_errors\": 177,\n \"total_error_ratio\": 0.0295,\n \"patterns\": [\n {\n \"count\": 177,\n \"ratio\": 0.0295,\n \"sample\": \"2026-05-18T22:34:42.520410237+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"b556390a-ebd1-4489-948c-af4de058b2dc\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"8e7219c7-c281-41b5-a6c9-20c2335794d1\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T14:34:42.520315274Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}", + "output": "{\n \"total_log_count\": 43,\n \"total_errors\": 2,\n \"total_error_ratio\": 0.0465,\n \"patterns\": [\n {\n \"count\": 1,\n \"ratio\": 0.0233,\n \"sample\": \"2026-05-18T22:33:55.058814679+08:00 panic: mismatching currency codes\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0233,\n \"sample\": \"panic: mismatching currency codes\"\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: '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\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\ttoCurrency = \"\"\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/14/path2.json b/golden-trajectory/boutique/codedefect/14/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..d01a5b3daa5aedafdb9b00b496ead9e3d39a5b60 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/14/path2.json @@ -0,0 +1,76 @@ +{ + "statistics": { + "valid_tool_call_count": 11, + "total_trace_steps": 11, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetServiceDependencies", + "GetResources", + "DescribeResource", + "GetErrorLogs", + "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-s9mfn 2/2 Running 0 5m43s\ncartservice-7c5f46fc47-p89jr 2/2 Running 0 5m43s\ncheckoutservice-7558b7bbfc-pqrck 1/2 CrashLoopBackOff 2 (40s ago) 2m32s\ncurrencyservice-5bc9dbdf66-6nhl7 2/2 Running 0 5m43s\nemailservice-c86b9b8f6-4gprg 2/2 Running 0 5m42s\nfrontend-79bb68d59d-hzmqf 2/2 Running 0 5m42s\npaymentservice-64b6c744b5-q66n5 2/2 Running 0 5m42s\nproductcatalogservice-5677b598bd-9kxwh 2/2 Running 0 5m42s\nrecommendationservice-786899779d-ddbl8 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-rdwm4 2/2 Running 0 5m41s\nshippingservice-799cbfbc76-l2nwk 2/2 Running 0 5m41s" + }, + { + "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 10.68.37.122 9555/TCP 5m46s\ncartservice ClusterIP 10.68.60.144 7070/TCP 5m46s\ncheckoutservice ClusterIP 10.68.56.175 5050/TCP 5m46s\ncurrencyservice ClusterIP 10.68.254.188 7000/TCP 5m46s\nemailservice ClusterIP 10.68.44.107 5000/TCP 5m45s\nfrontend ClusterIP 10.68.29.32 80/TCP 5m45s\nfrontend-external NodePort 10.68.196.9 80:30080/TCP 5m45s\npaymentservice ClusterIP 10.68.227.68 50051/TCP 5m45s\nproductcatalogservice ClusterIP 10.68.66.118 3550/TCP 5m45s\nrecommendationservice ClusterIP 10.68.52.245 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.236.225 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.167.174 50051/TCP 5m44s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 3, 'alerts': [{'type': 'Service', 'name': 'paymentservice', 'time_range': '2026-05-18 22:31:59 ~ 2026-05-18 22:34:34', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-18 22:31:59 ~ 2026-05-18 22:34:34', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 177, '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 172.20.2.7:9555 6m4s\ncartservice 172.20.1.153:7070 6m4s\ncheckoutservice 6m4s\ncurrencyservice 172.20.1.154:7000 6m4s\nemailservice 172.20.2.9:8080 6m3s\nfrontend 172.20.1.155:8080 6m3s\nfrontend-external 172.20.1.155:8080 6m3s\npaymentservice 172.20.2.11:50051 6m3s\nproductcatalogservice 172.20.1.156:3550 6m3s\nrecommendationservice 172.20.2.12:8080 6m2s\nredis-cart 172.20.1.157:6379 6m2s\nshippingservice 172.20.2.13:50051 6m2s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'checkoutservice-7558b7bbfc-pqrck', namespace: 'boutique'}", + "output": "Name: checkoutservice-7558b7bbfc-pqrck\nNamespace: boutique\nPriority: 0\nService Account: checkoutservice\nNode: worker-01/192.168.0.222\nStart Time: Mon, 18 May 2026 22:32:03 +0800\nLabels: app=checkoutservice\n networking.istio.io/tunnel=http\n pod-template-hash=7558b7bbfc\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=checkoutservice\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: 172.20.1.158\nIPs:\n IP: 172.20.1.158\nControlled By: ReplicaSet/checkoutservice-7558b7bbfc\nInit Containers:\n istio-validation:\n Container ID: containerd://9476ec49c216aeaa3f1c8fce24e8291ca8b88bd9e927e8a6df9e04b0f46ed37e\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 22:32:04 +0800\n Finished: Mon, 18 May 2026 22:32:04 +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-jc5zw (ro)\nContainers:\n server:\n Container ID: containerd://25b559430abb666a9135065dd9d61685dbba1aeb3e52e95365661219295c3e40\n Image: wangyl2128/checkoutservice-v2:latest\n Image ID: docker.io/wangyl2128/checkoutservice-v2@sha256:800089300b1511fd78b72e9a9e458d61f2740976877744be45b2f60af3a5807b\n Port: 5050/TCP\n Host Port: 0/TCP\n State: Waiting\n Reason: CrashLoopBackOff\n Last State: Terminated\n Reason: Error\n Exit Code: 2\n Started: Mon, 18 May 2026 22:33:48 +0800\n Finished: Mon, 18 May 2026 22:33:55 +0800\n Ready: False\n Restart Count: 2\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: 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-jc5zw (ro)\n istio-proxy:\n Container ID: containerd://1dad8ae5ada95bb5b978c54c34122805450d57f33e84206fd70be038250a6711\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 22:32:06 +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: checkoutservice-7558b7bbfc-pqrck (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\":5050,\"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: checkoutservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/checkoutservice\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\":5050,\"service\":\"\"},\"timeoutSeconds\":1},\"/app-health/server/readyz\":{\"grpc\":{\"port\":5050,\"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-jc5zw (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-jc5zw:\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 2m32s default-scheduler Successfully assigned boutique/checkoutservice-7558b7bbfc-pqrck to worker-01\n Normal Pulled 2m31s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m31s kubelet Created container istio-validation\n Normal Started 2m31s kubelet Started container istio-validation\n Normal Pulled 2m29s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Pulled 2m29s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.948s (1.948s including waiting). Image size: 7906007 bytes.\n Normal Started 2m29s kubelet Started container istio-proxy\n Normal Created 2m29s kubelet Created container istio-proxy\n Warning Failed 2m9s kubelet Error: ErrImagePull\n Warning Failed 2m9s kubelet Failed to pull image \"wangyl2128/checkoutservice-v2:latest\": failed to pull and unpack image \"docker.io/wangyl2128/checkoutservice-v2:latest\": failed to resolve reference \"docker.io/wangyl2128/checkoutservice-v2:latest\": unexpected status from HEAD request to https://docker.nju.edu.cn/wangyl2128/checkoutservice-v2/manifests/latest?ns=docker.io: 403 Forbidden\n Normal BackOff 2m8s kubelet Back-off pulling image \"wangyl2128/checkoutservice-v2:latest\"\n Warning Failed 2m8s kubelet Error: ImagePullBackOff\n Normal Started 107s (x2 over 2m29s) kubelet Started container server\n Normal Created 107s (x2 over 2m29s) kubelet Created container server\n Normal Pulled 107s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 8.312s (8.312s including waiting). Image size: 7906007 bytes.\n Warning BackOff 61s (x5 over 100s) kubelet Back-off restarting failed container server in pod checkoutservice-7558b7bbfc-pqrck_boutique(bbd6d246-2a47-49fe-971f-cd66f943e6e9)\n Normal Pulling 49s (x4 over 2m31s) kubelet Pulling image \"wangyl2128/checkoutservice-v2:latest\"" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 5993,\n \"total_errors\": 177,\n \"total_error_ratio\": 0.0295,\n \"patterns\": [\n {\n \"count\": 177,\n \"ratio\": 0.0295,\n \"sample\": \"2026-05-18T22:34:42.520410237+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"b556390a-ebd1-4489-948c-af4de058b2dc\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"8e7219c7-c281-41b5-a6c9-20c2335794d1\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T14:34:42.520315274Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}", + "output": "{\n \"total_log_count\": 43,\n \"total_errors\": 2,\n \"total_error_ratio\": 0.0465,\n \"patterns\": [\n {\n \"count\": 1,\n \"ratio\": 0.0233,\n \"sample\": \"2026-05-18T22:33:55.058814679+08:00 panic: mismatching currency codes\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0233,\n \"sample\": \"panic: mismatching currency codes\"\n }\n ]\n}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'checkoutservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: checkoutservice\n namespace: boutique\n labels:\n app: checkoutservice\nspec:\n selector:\n matchLabels:\n app: checkoutservice\n template:\n metadata:\n labels:\n app: checkoutservice\n spec:\n serviceAccountName: checkoutservice\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/checkoutservice-v2:latest\n ports:\n - containerPort: 5050\n readinessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 5050\n livenessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 5050\n env:\n - name: PORT\n value: \"5050\"\n - name: PRODUCT_CATALOG_SERVICE_ADDR\n value: \"productcatalogservice:3550\"\n - name: SHIPPING_SERVICE_ADDR\n value: \"shippingservice:50051\"\n - name: PAYMENT_SERVICE_ADDR\n value: \"paymentservice:50051\"\n - name: EMAIL_SERVICE_ADDR\n value: \"emailservice:5000\"\n - name: CURRENCY_SERVICE_ADDR\n value: \"currencyservice:7000\"\n - name: CART_SERVICE_ADDR\n value: \"cartservice:7070\"\n \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: checkoutservice\n namespace: boutique\n labels:\n app: checkoutservice\nspec:\n type: ClusterIP\n selector:\n app: checkoutservice\n ports:\n - name: grpc\n port: 5050\n targetPort: 5050\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: checkoutservice\n namespace: boutique" + }, + { + "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\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\ttoCurrency = \"\"\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/15/path1.json b/golden-trajectory/boutique/codedefect/15/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..ca389ab5bc2cc40d9229f833ffece25d187e90e0 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/15/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "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-hcfg9 2/2 Running 0 5m43s\ncartservice-7c5f46fc47-fbdvt 2/2 Running 0 5m42s\ncheckoutservice-7fc85cc97b-pvcrv 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-fd9jt 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-j27hr 2/2 Running 0 5m42s\nfrontend-79bb68d59d-2c652 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-q2nx4 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-gttmk 2/2 Running 0 5m41s\nrecommendationservice-786899779d-vlfz8 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-xj2j2 2/2 Running 0 5m41s\nshippingservice-799cbfbc76-jt4nc 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 10.68.154.145 9555/TCP 5m46s\ncartservice ClusterIP 10.68.202.128 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.180.230 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.165.55 7000/TCP 5m45s\nemailservice ClusterIP 10.68.204.187 5000/TCP 5m45s\nfrontend ClusterIP 10.68.152.49 80/TCP 5m44s\nfrontend-external NodePort 10.68.25.2 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.35.7 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.142.96 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.225.190 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.224.172 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.12.75 50051/TCP 5m43s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 1, 'alerts': [{'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 2, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "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": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "{\n \"total_log_count\": 1856,\n \"total_errors\": 185,\n \"total_error_ratio\": 0.0997,\n \"patterns\": [\n {\n \"count\": 185,\n \"ratio\": 0.0997,\n \"sample\": \"2026-05-18T22:20:55.731062545+08:00 GetCartAsync called with userId=\"\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: '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\tuserID = \"\"\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/15/path2.json b/golden-trajectory/boutique/codedefect/15/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..4750b1f197720db1a78edcf363c3fe71934b6a34 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/15/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", + "GetRecentLogs", + "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-hcfg9 2/2 Running 0 5m43s\ncartservice-7c5f46fc47-fbdvt 2/2 Running 0 5m42s\ncheckoutservice-7fc85cc97b-pvcrv 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-fd9jt 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-j27hr 2/2 Running 0 5m42s\nfrontend-79bb68d59d-2c652 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-q2nx4 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-gttmk 2/2 Running 0 5m41s\nrecommendationservice-786899779d-vlfz8 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-xj2j2 2/2 Running 0 5m41s\nshippingservice-799cbfbc76-jt4nc 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 10.68.154.145 9555/TCP 5m46s\ncartservice ClusterIP 10.68.202.128 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.180.230 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.165.55 7000/TCP 5m45s\nemailservice ClusterIP 10.68.204.187 5000/TCP 5m45s\nfrontend ClusterIP 10.68.152.49 80/TCP 5m44s\nfrontend-external NodePort 10.68.25.2 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.35.7 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.142.96 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.225.190 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.224.172 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.12.75 50051/TCP 5m43s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 1, 'alerts': [{'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 2, '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 172.20.2.240:9555 6m4s\ncartservice 172.20.1.141:7070 6m3s\ncheckoutservice 172.20.1.146:5050 6m3s\ncurrencyservice 172.20.1.142:7000 6m3s\nemailservice 172.20.2.242:8080 6m3s\nfrontend 172.20.1.143:8080 6m2s\nfrontend-external 172.20.1.143:8080 6m2s\npaymentservice 172.20.2.243:50051 6m2s\nproductcatalogservice 172.20.1.144:3550 6m2s\nrecommendationservice 172.20.2.244:8080 6m2s\nredis-cart 172.20.1.145:6379 6m2s\nshippingservice 172.20.2.245:50051 6m1s" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "{\n \"total_log_count\": 1856,\n \"total_errors\": 185,\n \"total_error_ratio\": 0.0997,\n \"patterns\": [\n {\n \"count\": 185,\n \"ratio\": 0.0997,\n \"sample\": \"2026-05-18T22:20:55.731062545+08:00 GetCartAsync called with userId=\"\n }\n ]\n}" + }, + { + "tool_name": "GetRecentLogs", + "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "['From cartservice logs:', '2026-05-18T22:20:50.881008324+08:00 GetCartAsync called with userId=daa77180-4eba-4059-b9c5-397608bca475', '2026-05-18T22:20:51.041839073+08:00 GetCartAsync called with userId=7debb111-9f6f-4eea-86c1-c3fc88087b21', '2026-05-18T22:20:51.057499507+08:00 AddItemAsync called with userId=f80fdfad-4653-461f-ad77-5c92f808f8c4, productId=L9ECAV7KIM, quantity=8', '2026-05-18T22:20:51.061449609+08:00 GetCartAsync called with userId=f80fdfad-4653-461f-ad77-5c92f808f8c4', '2026-05-18T22:20:51.295494458+08:00 GetCartAsync called with userId=9cb43225-f3ab-4201-8d02-2cda93070694', '2026-05-18T22:20:51.348370549+08:00 GetCartAsync called with userId=517d4ebe-7de6-4e18-8fc3-8bde1ec6231b', '2026-05-18T22:20:51.412253152+08:00 GetCartAsync called with userId=c59401a1-e935-4a9f-90b4-a3b77a0bbbb4', '2026-05-18T22:20:51.418521136+08:00 GetCartAsync called with userId=', '2026-05-18T22:20:51.426380011+08:00 EmptyCartAsync called with userId=97dee76e-4447-4ee2-98b1-4c1cbce7a425', '2026-05-18T22:20:51.465703488+08:00 GetCartAsync called with userId=33ee53a9-c2b9-4a20-ba95-b8047bdfbb48', '2026-05-18T22:20:51.513880486+08:00 GetCartAsync called with userId=', '2026-05-18T22:20:51.522072060+08:00 EmptyCartAsync called with userId=e19890de-ae13-4ee4-b122-8e593140b425', '2026-05-18T22:20:51.809311960+08:00 GetCartAsync called with userId=85c2bf1b-b73a-4ff4-b268-85ec08c5986c', '2026-05-18T22:20:51.837043760+08:00 GetCartAsync called with userId=324fc288-25ff-48aa-9fd2-171059179c12', '2026-05-18T22:20:51.852004165+08:00 AddItemAsync called with userId=0119cf7b-b93b-4988-9f5d-bb89977b82a5, productId=9SIQT8TOJO, quantity=6', '2026-05-18T22:20:51.856171942+08:00 GetCartAsync called with userId=0119cf7b-b93b-4988-9f5d-bb89977b82a5', '2026-05-18T22:20:51.958001358+08:00 GetCartAsync called with userId=189954ee-b339-46a5-9674-b4bc4325e455', '2026-05-18T22:20:52.118531276+08:00 GetCartAsync called with userId=', '2026-05-18T22:20:52.127783896+08:00 EmptyCartAsync called with userId=65ce0770-aaf1-4202-8423-29c05b70f29d', '2026-05-18T22:20:52.214067948+08:00 GetCartAsync called with userId=1241be39-d5b4-4c29-ae7b-de289ec50500', '2026-05-18T22:20:52.216806339+08:00 GetCartAsync called with userId=add7f564-b1f5-412b-b81e-911231374346', '2026-05-18T22:20:52.217977494+08:00 GetCartAsync called with userId=8590f046-3732-49da-abea-f9c90cc41265', '2026-05-18T22:20:52.230790224+08:00 AddItemAsync called with userId=5ffb041b-4cfe-46ff-9248-1a1fc331db63, productId=6E92ZMYYFZ, quantity=8', '2026-05-18T22:20:52.234773885+08:00 GetCartAsync called with userId=5ffb041b-4cfe-46ff-9248-1a1fc331db63', '2026-05-18T22:20:52.287864789+08:00 GetCartAsync called with userId=dc9fb6be-049d-4d6d-8e91-45fb7a9d9d89', '2026-05-18T22:20:52.344242454+08:00 GetCartAsync called with userId=ed55680f-6ace-47d6-a048-56d6b9a5e514', '2026-05-18T22:20:52.961045201+08:00 GetCartAsync called with userId=8256baef-e225-44b6-9c48-5830840cab4a', '2026-05-18T22:20:53.035241665+08:00 GetCartAsync called with userId=bc737bff-c2e3-432a-bd5c-a708c4d0fa65', '2026-05-18T22:20:53.170854062+08:00 GetCartAsync called with userId=0291ff24-fe8d-4c78-8868-017477184ebe', '2026-05-18T22:20:53.231469056+08:00 GetCartAsync called with userId=6806761b-d8f5-4bc9-8eb0-ee79bd6e32e3', '2026-05-18T22:20:53.341787061+08:00 GetCartAsync called with userId=2922fcd3-b036-4718-b092-852c02a51317', '2026-05-18T22:20:53.477497115+08:00 GetCartAsync called with userId=e368e03a-119e-4008-a69e-55969a21c8cd', '2026-05-18T22:20:53.556383571+08:00 GetCartAsync called with userId=153e5c82-d430-434d-a3ff-c7bf0670c420', '2026-05-18T22:20:53.682973167+08:00 GetCartAsync called with userId=85c2bf1b-b73a-4ff4-b268-85ec08c5986c', '2026-05-18T22:20:53.711707251+08:00 GetCartAsync called with userId=2331247b-110e-46e1-940a-7a7b7b9efded', '2026-05-18T22:20:53.821375608+08:00 GetCartAsync called with userId=a514cdc5-332e-4255-86d2-0bddef14ec6a', '2026-05-18T22:20:53.964777623+08:00 GetCartAsync called with userId=e19890de-ae13-4ee4-b122-8e593140b425', '2026-05-18T22:20:54.076205443+08:00 GetCartAsync called with userId=33ee53a9-c2b9-4a20-ba95-b8047bdfbb48', '2026-05-18T22:20:54.389936795+08:00 GetCartAsync called with userId=f071f335-40a3-417a-b79e-c26e7f010ff7', '2026-05-18T22:20:54.525816229+08:00 GetCartAsync called with userId=510b1121-1f09-440d-8710-125894758af8', '2026-05-18T22:20:54.893637092+08:00 GetCartAsync called with userId=', '2026-05-18T22:20:54.901885975+08:00 EmptyCartAsync called with userId=2119da0a-0d3a-4f66-b08c-599c720cd8fc', '2026-05-18T22:20:55.162123665+08:00 GetCartAsync called with userId=dc9fb6be-049d-4d6d-8e91-45fb7a9d9d89', '2026-05-18T22:20:55.177895927+08:00 AddItemAsync called with userId=83b86274-6c26-45e7-9cc8-fd90f934605e, productId=L9ECAV7KIM, quantity=10', '2026-05-18T22:20:55.181706656+08:00 GetCartAsync called with userId=83b86274-6c26-45e7-9cc8-fd90f934605e', '2026-05-18T22:20:55.492769289+08:00 GetCartAsync called with userId=1e9ec210-5a0f-4d14-af03-bfcd5b6b1b76', '2026-05-18T22:20:55.692932683+08:00 GetCartAsync called with userId=', '2026-05-18T22:20:55.701727127+08:00 EmptyCartAsync called with userId=8256baef-e225-44b6-9c48-5830840cab4a', '2026-05-18T22:20:55.731062545+08:00 GetCartAsync called with userId=', '2026-05-18T22:20:55.738587441+08:00 EmptyCartAsync called with userId=e55e4a8a-3943-4baa-9ecb-13a0264585bc', '', 'From istio-proxy logs:', '2026-05-18T14:15:06.464841Z\\tinfo\\tFLAG: --proxyLogLevel=\"warning\"', '2026-05-18T14:15:06.464843Z\\tinfo\\tFLAG: --serviceCluster=\"istio-proxy\"', '2026-05-18T14:15:06.464845Z\\tinfo\\tFLAG: --stsPort=\"0\"', '2026-05-18T14:15:06.464847Z\\tinfo\\tFLAG: --templateFile=\"\"', '2026-05-18T14:15:06.464849Z\\tinfo\\tFLAG: --tokenManagerPlugin=\"\"', '2026-05-18T14:15:06.464860Z\\tinfo\\tFLAG: --vklog=\"0\"', '2026-05-18T14:15:06.464864Z\\tinfo\\tVersion 1.27.3-df538c2279a633544e6c0961a03ab772729933be-Clean', '2026-05-18T14:15:06.465016Z\\tinfo\\tProxy role\\tips=[172.20.1.141] type=sidecar id=cartservice-7c5f46fc47-fbdvt.boutique domain=boutique.svc.cluster.local', '2026-05-18T14:15:06.465055Z\\tinfo\\tApply proxy config from env {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}', '2026-05-18T14:15:06.466252Z\\tinfo\\tcpu limit detected as 2, setting concurrency', '2026-05-18T14:15:06.466462Z\\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', '2026-05-18T14:15:06.466470Z\\tinfo\\tJWT policy is third-party-jwt', '2026-05-18T14:15:06.466473Z\\tinfo\\tusing credential fetcher of JWT type in cluster.local trust domain', '2026-05-18T14:15:06.501763Z\\tinfo\\tStarting default Istio SDS Server', '2026-05-18T14:15:06.501786Z\\tinfo\\tCA Endpoint istiod.istio-system.svc:15012, provider Citadel', '2026-05-18T14:15:06.501801Z\\tinfo\\tUsing CA istiod.istio-system.svc:15012 cert with certs: var/run/secrets/istio/root-cert.pem', '2026-05-18T14:15:06.501926Z\\tinfo\\tOpening status port 15020', '2026-05-18T14:15:06.502700Z\\tinfo\\txdsproxy\\tInitializing with upstream address \"istiod.istio-system.svc:15012\" and cluster \"Kubernetes\"', '2026-05-18T14:15:06.503862Z\\tinfo\\tPilot SAN: [istiod.istio-system.svc]', '2026-05-18T14:15:06.504706Z\\tinfo\\tStarting proxy agent', '2026-05-18T14:15:06.504738Z\\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]', '2026-05-18T14:15:06.510048Z\\tinfo\\tsds\\tStarting SDS grpc server', '2026-05-18T14:15:06.510100Z\\tinfo\\tsds\\tStarting SDS server for workload certificates, will listen on \"var/run/secrets/workload-spiffe-uds/socket\"', '2026-05-18T14:15:06.567604Z\\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', '2026-05-18T14:15:06.568618Z\\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', '2026-05-18T14:15:06.578504Z\\tinfo\\txdsproxy\\tconnected to delta upstream XDS server: istiod.istio-system.svc:15012\\tid=1', '2026-05-18T14:15:06.620849Z\\tinfo\\tads\\tADS: new connection for node:1', '2026-05-18T14:15:06.622724Z\\tinfo\\tads\\tADS: new connection for node:2', '2026-05-18T14:15:07.218107Z\\tinfo\\tcache\\tgenerated new workload certificate\\tresourceName=default latency=713.19537ms ttl=23h59m59.781900091s', '2026-05-18T14:15:07.218148Z\\tinfo\\tcache\\tRoot cert has changed, start rotating root cert', '2026-05-18T14:15:07.218194Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.781806212s', '2026-05-18T14:15:07.218210Z\\tinfo\\tcache\\treturned workload certificate from cache\\tttl=23h59m59.781790873s', '2026-05-18T14:15:07.218344Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.781659791s', '2026-05-18T14:15:07.218559Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.78144189s', '2026-05-18T14:15:07.504540Z\\tinfo\\tReadiness succeeded in 1.045671013s', '2026-05-18T14:15:07.504814Z\\tinfo\\tEnvoy proxy is ready']" + }, + { + "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\tuserID = \"\"\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/16/path1.json b/golden-trajectory/boutique/codedefect/16/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..530f9c595f118c8c137f8398d1f78c59025a1f73 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/16/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "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-zpnhb 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-hbwf5 2/2 Running 0 5m42s\ncheckoutservice-7fc85cc97b-tbd5k 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-n5dhb 2/2 Running 0 5m41s\nemailservice-c86b9b8f6-hdbmf 2/2 Running 0 5m41s\nfrontend-79bb68d59d-wlhft 2/2 Running 0 5m43s\npaymentservice-64b6c744b5-rlv4s 2/2 Running 0 5m42s\nproductcatalogservice-5677b598bd-zjrsh 2/2 Running 0 5m42s\nrecommendationservice-786899779d-l868g 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-dhlpf 2/2 Running 0 5m43s\nshippingservice-799cbfbc76-fmn29 2/2 Running 0 5m42s" + }, + { + "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 10.68.250.197 9555/TCP 5m45s\ncartservice ClusterIP 10.68.205.184 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.238.249 5050/TCP 5m46s\ncurrencyservice ClusterIP 10.68.157.235 7000/TCP 5m44s\nemailservice ClusterIP 10.68.99.97 5000/TCP 5m44s\nfrontend ClusterIP 10.68.23.133 80/TCP 5m46s\nfrontend-external NodePort 10.68.228.44 80:30080/TCP 5m46s\npaymentservice ClusterIP 10.68.218.182 50051/TCP 5m45s\nproductcatalogservice ClusterIP 10.68.74.214 3550/TCP 5m45s\nrecommendationservice ClusterIP 10.68.87.228 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.214.255 6379/TCP 5m46s\nshippingservice ClusterIP 10.68.62.51 50051/TCP 5m45s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 1, 'alerts': [{'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 2, '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\": 6129,\n \"total_errors\": 1,\n \"total_error_ratio\": 0.0002,\n \"patterns\": [\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T12:22:14.908668493+08:00 {\\\"error\\\":\\\"failed to complete the order: 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\\\":\\\"a469ee1c-a3fb-41e0-82e8-8e87bc673c43\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"9a051db2-a483-42f4-8809-d7ad33e52574\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T04:22:14.908574302Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "{\n \"total_log_count\": 1766,\n \"total_errors\": 170,\n \"total_error_ratio\": 0.0963,\n \"patterns\": [\n {\n \"count\": 170,\n \"ratio\": 0.0963,\n \"sample\": \"2026-05-19T12:24:44.558176047+08:00 GetCartAsync called with userId=\"\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: '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\tuserID = \"\"\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/16/path2.json b/golden-trajectory/boutique/codedefect/16/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..b725471c3949bb67df98e70daf526051face50ef --- /dev/null +++ b/golden-trajectory/boutique/codedefect/16/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", + "GetRecentLogs", + "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-zpnhb 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-hbwf5 2/2 Running 0 5m42s\ncheckoutservice-7fc85cc97b-tbd5k 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-n5dhb 2/2 Running 0 5m41s\nemailservice-c86b9b8f6-hdbmf 2/2 Running 0 5m41s\nfrontend-79bb68d59d-wlhft 2/2 Running 0 5m43s\npaymentservice-64b6c744b5-rlv4s 2/2 Running 0 5m42s\nproductcatalogservice-5677b598bd-zjrsh 2/2 Running 0 5m42s\nrecommendationservice-786899779d-l868g 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-dhlpf 2/2 Running 0 5m43s\nshippingservice-799cbfbc76-fmn29 2/2 Running 0 5m42s" + }, + { + "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 10.68.250.197 9555/TCP 5m45s\ncartservice ClusterIP 10.68.205.184 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.238.249 5050/TCP 5m46s\ncurrencyservice ClusterIP 10.68.157.235 7000/TCP 5m44s\nemailservice ClusterIP 10.68.99.97 5000/TCP 5m44s\nfrontend ClusterIP 10.68.23.133 80/TCP 5m46s\nfrontend-external NodePort 10.68.228.44 80:30080/TCP 5m46s\npaymentservice ClusterIP 10.68.218.182 50051/TCP 5m45s\nproductcatalogservice ClusterIP 10.68.74.214 3550/TCP 5m45s\nrecommendationservice ClusterIP 10.68.87.228 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.214.255 6379/TCP 5m46s\nshippingservice ClusterIP 10.68.62.51 50051/TCP 5m45s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 1, 'alerts': [{'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 2, '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 172.20.2.221:9555 6m4s\ncartservice 172.20.2.222:7070 6m4s\ncheckoutservice 172.20.1.128:5050 6m5s\ncurrencyservice 172.20.2.223:7000 6m3s\nemailservice 172.20.1.127:8080 6m3s\nfrontend 172.20.2.219:8080 6m5s\nfrontend-external 172.20.2.219:8080 6m5s\npaymentservice 172.20.1.125:50051 6m4s\nproductcatalogservice 172.20.1.124:3550 6m4s\nrecommendationservice 172.20.2.224:8080 6m3s\nredis-cart 172.20.1.123:6379 6m5s\nshippingservice 172.20.1.126:50051 6m4s" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "{\n \"total_log_count\": 1766,\n \"total_errors\": 170,\n \"total_error_ratio\": 0.0963,\n \"patterns\": [\n {\n \"count\": 170,\n \"ratio\": 0.0963,\n \"sample\": \"2026-05-19T12:24:44.558176047+08:00 GetCartAsync called with userId=\"\n }\n ]\n}" + }, + { + "tool_name": "GetRecentLogs", + "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "['From cartservice logs:', '2026-05-19T12:24:39.830984306+08:00 AddItemAsync called with userId=51396d07-126e-450e-9369-4f35b9744988, productId=0PUK6V6EV0, quantity=4', '2026-05-19T12:24:39.834970756+08:00 GetCartAsync called with userId=51396d07-126e-450e-9369-4f35b9744988', '2026-05-19T12:24:39.850104859+08:00 GetCartAsync called with userId=', '2026-05-19T12:24:39.857236720+08:00 EmptyCartAsync called with userId=c053cc19-df63-47b5-8d69-e46e19a6d280', '2026-05-19T12:24:39.858896590+08:00 GetCartAsync called with userId=0aa1893c-e5db-4129-b082-c8006b835e7e', '2026-05-19T12:24:39.874422148+08:00 AddItemAsync called with userId=2b8e475d-954e-4cef-8501-2e6d53fa537b, productId=9SIQT8TOJO, quantity=3', '2026-05-19T12:24:39.878246819+08:00 GetCartAsync called with userId=2b8e475d-954e-4cef-8501-2e6d53fa537b', '2026-05-19T12:24:39.993118137+08:00 GetCartAsync called with userId=63d093e6-0948-4d7d-8cfd-1197c9a4de84', '2026-05-19T12:24:40.383853709+08:00 GetCartAsync called with userId=a5d79c42-899c-4bb6-9fa7-8cada232dd1e', '2026-05-19T12:24:40.475639140+08:00 GetCartAsync called with userId=cc6b1bf0-b502-4392-a623-23cd5f746b12', '2026-05-19T12:24:40.491835486+08:00 AddItemAsync called with userId=cc6b1bf0-b502-4392-a623-23cd5f746b12, productId=1YMWWN1N4O, quantity=6', '2026-05-19T12:24:40.495927803+08:00 GetCartAsync called with userId=cc6b1bf0-b502-4392-a623-23cd5f746b12', '2026-05-19T12:24:40.616408818+08:00 GetCartAsync called with userId=0648c45a-7e66-45d1-826c-b7d75c7b6e64', '2026-05-19T12:24:40.617404641+08:00 GetCartAsync called with userId=ee9493bf-88ee-4473-9b9d-84555a55cf77', '2026-05-19T12:24:40.852558109+08:00 GetCartAsync called with userId=', '2026-05-19T12:24:40.860404625+08:00 EmptyCartAsync called with userId=e07f7530-a153-4291-8281-549ddc214ae7', '2026-05-19T12:24:41.487680450+08:00 GetCartAsync called with userId=6de98bec-d024-4a9b-888e-6ec33d781d00', '2026-05-19T12:24:41.699180117+08:00 GetCartAsync called with userId=59054fe8-4503-440c-bf11-1ab0db7bc9e5', '2026-05-19T12:24:42.096889004+08:00 GetCartAsync called with userId=6991be0b-cb7f-44d1-96df-d0fc91074b3e', '2026-05-19T12:24:42.099992380+08:00 GetCartAsync called with userId=', '2026-05-19T12:24:42.107655149+08:00 EmptyCartAsync called with userId=58664d6a-55ba-4372-a47d-05ac51915393', '2026-05-19T12:24:42.208827810+08:00 GetCartAsync called with userId=193e6397-d401-449e-b447-d50de3120270', '2026-05-19T12:24:42.225242880+08:00 AddItemAsync called with userId=193e6397-d401-449e-b447-d50de3120270, productId=66VCHSJNUP, quantity=10', '2026-05-19T12:24:42.229689281+08:00 GetCartAsync called with userId=193e6397-d401-449e-b447-d50de3120270', '2026-05-19T12:24:42.253859826+08:00 GetCartAsync called with userId=c50c22fe-e8ba-46ce-9424-c488ee766d96', '2026-05-19T12:24:42.415715954+08:00 GetCartAsync called with userId=53bba7df-5d43-4998-a7b3-1c2553e29bfc', '2026-05-19T12:24:42.859237449+08:00 GetCartAsync called with userId=6f19b019-1eea-4927-ac9d-fcdfcd6d4598', '2026-05-19T12:24:42.937207447+08:00 GetCartAsync called with userId=', '2026-05-19T12:24:42.944764234+08:00 EmptyCartAsync called with userId=c8975de0-12d1-4adf-9c81-8f043c245cbb', '2026-05-19T12:24:42.954128571+08:00 GetCartAsync called with userId=097432fd-f0b8-4a7b-a5f5-a6dfb15bb8fc', '2026-05-19T12:24:43.186885902+08:00 GetCartAsync called with userId=cc6b1bf0-b502-4392-a623-23cd5f746b12', '2026-05-19T12:24:43.202816964+08:00 AddItemAsync called with userId=cc6b1bf0-b502-4392-a623-23cd5f746b12, productId=0PUK6V6EV0, quantity=2', '2026-05-19T12:24:43.207086552+08:00 GetCartAsync called with userId=cc6b1bf0-b502-4392-a623-23cd5f746b12', '2026-05-19T12:24:43.278084851+08:00 GetCartAsync called with userId=bdb83620-2115-4c98-84e9-c85d2e87fe5d', '2026-05-19T12:24:43.367869108+08:00 GetCartAsync called with userId=1e9a7f96-5bb1-4b42-bf6f-fcc54d753f12', '2026-05-19T12:24:43.384117408+08:00 AddItemAsync called with userId=33dc6d23-1722-4515-8153-10b0cb55e477, productId=1YMWWN1N4O, quantity=5', '2026-05-19T12:24:43.388505078+08:00 GetCartAsync called with userId=33dc6d23-1722-4515-8153-10b0cb55e477', '2026-05-19T12:24:43.640910707+08:00 GetCartAsync called with userId=f9036c2d-7eac-4729-b3b4-7b61fc8e1175', '2026-05-19T12:24:43.683562979+08:00 GetCartAsync called with userId=b427c9e2-b4be-47e4-b3ce-16272deb1615', '2026-05-19T12:24:43.748645424+08:00 GetCartAsync called with userId=1c4e2a76-928c-4abe-b29c-a4b17fdb0d5c', '2026-05-19T12:24:43.876999682+08:00 GetCartAsync called with userId=4893caaa-28f6-4cc0-a4d3-7bde98d61e25', '2026-05-19T12:24:44.149965890+08:00 GetCartAsync called with userId=0648c45a-7e66-45d1-826c-b7d75c7b6e64', '2026-05-19T12:24:44.166031615+08:00 AddItemAsync called with userId=9a051db2-a483-42f4-8809-d7ad33e52574, productId=66VCHSJNUP, quantity=7', '2026-05-19T12:24:44.170417483+08:00 GetCartAsync called with userId=9a051db2-a483-42f4-8809-d7ad33e52574', '2026-05-19T12:24:44.178669769+08:00 GetCartAsync called with userId=f772bef7-cfdc-4844-ac25-d5c3c49f4373', '2026-05-19T12:24:44.229589656+08:00 GetCartAsync called with userId=b76c2265-25db-46dc-af49-9d382d8e99fb', '2026-05-19T12:24:44.281785910+08:00 GetCartAsync called with userId=ba431a98-ece6-4ff4-adc6-7f1fd2460fcc', '2026-05-19T12:24:44.495634180+08:00 GetCartAsync called with userId=d00864e5-ff73-42c0-b34e-c8be3a0091b2', '2026-05-19T12:24:44.558176047+08:00 GetCartAsync called with userId=', '2026-05-19T12:24:44.565989267+08:00 EmptyCartAsync called with userId=c0999866-cd4f-4b2f-9808-795b9773f8fa', '', 'From istio-proxy logs:', '2026-05-19T04:18:55.577243Z\\tinfo\\tFLAG: --proxyComponentLogLevel=\"misc:error\"', '2026-05-19T04:18:55.577245Z\\tinfo\\tFLAG: --proxyLogLevel=\"warning\"', '2026-05-19T04:18:55.577247Z\\tinfo\\tFLAG: --serviceCluster=\"istio-proxy\"', '2026-05-19T04:18:55.577249Z\\tinfo\\tFLAG: --stsPort=\"0\"', '2026-05-19T04:18:55.577251Z\\tinfo\\tFLAG: --templateFile=\"\"', '2026-05-19T04:18:55.577253Z\\tinfo\\tFLAG: --tokenManagerPlugin=\"\"', '2026-05-19T04:18:55.577256Z\\tinfo\\tFLAG: --vklog=\"0\"', '2026-05-19T04:18:55.577259Z\\tinfo\\tVersion 1.27.3-df538c2279a633544e6c0961a03ab772729933be-Clean', '2026-05-19T04:18:55.577383Z\\tinfo\\tProxy role\\tips=[172.20.2.222] type=sidecar id=cartservice-7c5f46fc47-hbwf5.boutique domain=boutique.svc.cluster.local', '2026-05-19T04:18:55.577423Z\\tinfo\\tApply proxy config from env {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}', '2026-05-19T04:18:55.578516Z\\tinfo\\tcpu limit detected as 2, setting concurrency', '2026-05-19T04:18:55.578706Z\\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', '2026-05-19T04:18:55.578713Z\\tinfo\\tJWT policy is third-party-jwt', '2026-05-19T04:18:55.578715Z\\tinfo\\tusing credential fetcher of JWT type in cluster.local trust domain', '2026-05-19T04:18:55.608343Z\\tinfo\\tStarting default Istio SDS Server', '2026-05-19T04:18:55.608368Z\\tinfo\\tCA Endpoint istiod.istio-system.svc:15012, provider Citadel', '2026-05-19T04:18:55.608389Z\\tinfo\\tUsing CA istiod.istio-system.svc:15012 cert with certs: var/run/secrets/istio/root-cert.pem', '2026-05-19T04:18:55.608826Z\\tinfo\\tOpening status port 15020', '2026-05-19T04:18:55.609883Z\\tinfo\\txdsproxy\\tInitializing with upstream address \"istiod.istio-system.svc:15012\" and cluster \"Kubernetes\"', '2026-05-19T04:18:55.611059Z\\tinfo\\tPilot SAN: [istiod.istio-system.svc]', '2026-05-19T04:18:55.611920Z\\tinfo\\tStarting proxy agent', '2026-05-19T04:18:55.611964Z\\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]', '2026-05-19T04:18:55.614224Z\\tinfo\\tsds\\tStarting SDS grpc server', '2026-05-19T04:18:55.614242Z\\tinfo\\tsds\\tStarting SDS server for workload certificates, will listen on \"var/run/secrets/workload-spiffe-uds/socket\"', '2026-05-19T04:18:55.689433Z\\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', '2026-05-19T04:18:55.690445Z\\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', '2026-05-19T04:18:55.693090Z\\tinfo\\tcache\\tgenerated new workload certificate\\tresourceName=default latency=80.675566ms ttl=23h59m59.306962472s', '2026-05-19T04:18:55.693116Z\\tinfo\\tcache\\tRoot cert has changed, start rotating root cert', '2026-05-19T04:18:55.693145Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.306855181s', '2026-05-19T04:18:55.696440Z\\tinfo\\txdsproxy\\tconnected to delta upstream XDS server: istiod.istio-system.svc:15012\\tid=1', '2026-05-19T04:18:55.771300Z\\tinfo\\tads\\tADS: new connection for node:1', '2026-05-19T04:18:55.771396Z\\tinfo\\tcache\\treturned workload certificate from cache\\tttl=23h59m59.228606377s', '2026-05-19T04:18:55.772370Z\\tinfo\\tads\\tADS: new connection for node:2', '2026-05-19T04:18:55.772450Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.227551554s', '2026-05-19T04:18:57.051055Z\\tinfo\\tReadiness succeeded in 1.477142046s', '2026-05-19T04:18:57.051350Z\\tinfo\\tEnvoy proxy is ready']" + }, + { + "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\tuserID = \"\"\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/17/path1.json b/golden-trajectory/boutique/codedefect/17/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..0c05eb3bb08e6973928383e3dd5de3477f791727 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/17/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "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-c6pdr 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-n9ssw 2/2 Running 0 5m43s\ncheckoutservice-7fc85cc97b-mkmrk 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-hxszn 2/2 Running 0 5m43s\nemailservice-c86b9b8f6-d9pqn 2/2 Running 0 5m43s\nfrontend-79bb68d59d-qcmfp 2/2 Running 0 5m44s\npaymentservice-64b6c744b5-4vtvw 2/2 Running 0 5m42s\nproductcatalogservice-5677b598bd-dwp87 2/2 Running 0 5m43s\nrecommendationservice-786899779d-s94gz 2/2 Running 0 5m42s\nredis-cart-64b9db6f79-pkhs8 2/2 Running 0 5m43s\nshippingservice-799cbfbc76-vtgfn 2/2 Running 0 5m42s" + }, + { + "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 10.68.193.58 9555/TCP 5m45s\ncartservice ClusterIP 10.68.157.140 7070/TCP 5m46s\ncheckoutservice ClusterIP 10.68.41.35 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.112.160 7000/TCP 5m47s\nemailservice ClusterIP 10.68.111.78 5000/TCP 5m46s\nfrontend ClusterIP 10.68.216.58 80/TCP 5m47s\nfrontend-external NodePort 10.68.129.76 80:30080/TCP 5m47s\npaymentservice ClusterIP 10.68.49.244 50051/TCP 5m45s\nproductcatalogservice ClusterIP 10.68.153.170 3550/TCP 5m46s\nrecommendationservice ClusterIP 10.68.3.26 8080/TCP 5m45s\nredis-cart ClusterIP 10.68.20.17 6379/TCP 5m46s\nshippingservice ClusterIP 10.68.250.204 50051/TCP 5m45s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'checkoutservice', 'time_range': '2026-05-19 14:40:20 ~ 2026-05-19 14:42:55', 'status': 'ABNORMAL', 'evidence': ['TRAFFIC_ANOMALY [Network Surge] | Inbound: Normal=11.94pps -> Current=40.72pps (+240.9%) | Outbound: Normal=13.53pps -> Current=46.11pps (+240.8%)']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 2, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}]}" + }, + { + "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": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "{\n \"total_log_count\": 1832,\n \"total_errors\": 208,\n \"total_error_ratio\": 0.1135,\n \"patterns\": [\n {\n \"count\": 208,\n \"ratio\": 0.1135,\n \"sample\": \"2026-05-19T14:43:05.240245278+08:00 GetCartAsync called with userId=\"\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: '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\tuserID = \"\"\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/17/path2.json b/golden-trajectory/boutique/codedefect/17/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..b01a7e5bdbff8001918ac8d11f245a19f51f8c28 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/17/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", + "GetRecentLogs", + "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-c6pdr 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-n9ssw 2/2 Running 0 5m43s\ncheckoutservice-7fc85cc97b-mkmrk 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-hxszn 2/2 Running 0 5m43s\nemailservice-c86b9b8f6-d9pqn 2/2 Running 0 5m43s\nfrontend-79bb68d59d-qcmfp 2/2 Running 0 5m44s\npaymentservice-64b6c744b5-4vtvw 2/2 Running 0 5m42s\nproductcatalogservice-5677b598bd-dwp87 2/2 Running 0 5m43s\nrecommendationservice-786899779d-s94gz 2/2 Running 0 5m42s\nredis-cart-64b9db6f79-pkhs8 2/2 Running 0 5m43s\nshippingservice-799cbfbc76-vtgfn 2/2 Running 0 5m42s" + }, + { + "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 10.68.193.58 9555/TCP 5m45s\ncartservice ClusterIP 10.68.157.140 7070/TCP 5m46s\ncheckoutservice ClusterIP 10.68.41.35 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.112.160 7000/TCP 5m47s\nemailservice ClusterIP 10.68.111.78 5000/TCP 5m46s\nfrontend ClusterIP 10.68.216.58 80/TCP 5m47s\nfrontend-external NodePort 10.68.129.76 80:30080/TCP 5m47s\npaymentservice ClusterIP 10.68.49.244 50051/TCP 5m45s\nproductcatalogservice ClusterIP 10.68.153.170 3550/TCP 5m46s\nrecommendationservice ClusterIP 10.68.3.26 8080/TCP 5m45s\nredis-cart ClusterIP 10.68.20.17 6379/TCP 5m46s\nshippingservice ClusterIP 10.68.250.204 50051/TCP 5m45s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'checkoutservice', 'time_range': '2026-05-19 14:40:20 ~ 2026-05-19 14:42:55', 'status': 'ABNORMAL', 'evidence': ['TRAFFIC_ANOMALY [Network Surge] | Inbound: Normal=11.94pps -> Current=40.72pps (+240.9%) | Outbound: Normal=13.53pps -> Current=46.11pps (+240.8%)']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 2, '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 172.20.1.17:9555 6m4s\ncartservice 172.20.2.106:7070 6m5s\ncheckoutservice 172.20.2.111:5050 6m4s\ncurrencyservice 172.20.1.14:7000 6m6s\nemailservice 172.20.1.16:8080 6m5s\nfrontend 172.20.2.105:8080 6m6s\nfrontend-external 172.20.2.105:8080 6m6s\npaymentservice 172.20.2.108:50051 6m4s\nproductcatalogservice 172.20.2.107:3550 6m5s\nrecommendationservice 172.20.1.18:8080 6m4s\nredis-cart 172.20.1.15:6379 6m5s\nshippingservice 172.20.2.110:50051 6m4s" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "{\n \"total_log_count\": 1832,\n \"total_errors\": 208,\n \"total_error_ratio\": 0.1135,\n \"patterns\": [\n {\n \"count\": 208,\n \"ratio\": 0.1135,\n \"sample\": \"2026-05-19T14:43:05.240245278+08:00 GetCartAsync called with userId=\"\n }\n ]\n}" + }, + { + "tool_name": "GetRecentLogs", + "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "['From cartservice logs:', '2026-05-19T14:43:01.152673899+08:00 GetCartAsync called with userId=02eeb19b-e901-4192-98b1-7abefc049a4b', '2026-05-19T14:43:01.194537850+08:00 GetCartAsync called with userId=a0856fa9-2e34-4de5-b7e1-c7ad6c62752b', '2026-05-19T14:43:01.203776093+08:00 GetCartAsync called with userId=085b8720-8fc5-4bea-bde2-f0aa409a7b00', '2026-05-19T14:43:01.585497876+08:00 GetCartAsync called with userId=b07bd280-d0ca-4c7d-bf87-2fafb70ca242', '2026-05-19T14:43:01.636219765+08:00 GetCartAsync called with userId=', '2026-05-19T14:43:01.660749474+08:00 EmptyCartAsync called with userId=d1bf6661-9b73-43ca-a27a-60962ed185d5', '2026-05-19T14:43:01.681500998+08:00 GetCartAsync called with userId=14aa2abf-11b7-482a-a172-0d54755a3da7', '2026-05-19T14:43:01.853019391+08:00 GetCartAsync called with userId=9522963b-4a77-4e6f-ace5-740d51a50e5f', '2026-05-19T14:43:01.861618737+08:00 GetCartAsync called with userId=a2239395-420c-415e-b287-98212a46416c', '2026-05-19T14:43:01.911823685+08:00 GetCartAsync called with userId=', '2026-05-19T14:43:01.938393859+08:00 EmptyCartAsync called with userId=1cd4b5ef-6de6-44c9-9ad5-7ec12277cf7c', '2026-05-19T14:43:02.000168508+08:00 GetCartAsync called with userId=a26a05d2-b30a-472b-b51c-a6206901019d', '2026-05-19T14:43:02.014574078+08:00 GetCartAsync called with userId=16f2575e-e482-4e76-ad2c-07040fbd652f', '2026-05-19T14:43:02.178723545+08:00 GetCartAsync called with userId=049c622f-089e-4a64-859a-1d9c36151f07', '2026-05-19T14:43:02.206193155+08:00 GetCartAsync called with userId=ec3b8d9d-7392-415f-9ceb-f3cd340f6883', '2026-05-19T14:43:02.221358231+08:00 AddItemAsync called with userId=d886f08f-2921-4157-89b5-107a4bc09cd8, productId=2ZYFJ3GM2N, quantity=10', '2026-05-19T14:43:02.226229739+08:00 GetCartAsync called with userId=d886f08f-2921-4157-89b5-107a4bc09cd8', '2026-05-19T14:43:02.229743977+08:00 GetCartAsync called with userId=', '2026-05-19T14:43:02.255984841+08:00 EmptyCartAsync called with userId=8783438b-3084-468d-be42-e7fc0d1c3c66', '2026-05-19T14:43:02.506083006+08:00 GetCartAsync called with userId=9d72ccad-5994-4c05-82dd-4a9c7c6ac595', '2026-05-19T14:43:02.600639397+08:00 GetCartAsync called with userId=e3bd83b6-945f-4f4f-9630-1e3e5cf8b829', '2026-05-19T14:43:02.664144246+08:00 GetCartAsync called with userId=', '2026-05-19T14:43:02.690004914+08:00 EmptyCartAsync called with userId=a2012281-9d26-4aa9-8ec3-eb70b8a6133e', '2026-05-19T14:43:02.711223568+08:00 GetCartAsync called with userId=b0c1480a-717d-47fc-9d15-a75b6f9951a8', '2026-05-19T14:43:02.758585045+08:00 GetCartAsync called with userId=6bb5a7d5-04a0-45b9-a1d1-44fa1f26c353', '2026-05-19T14:43:02.761831319+08:00 GetCartAsync called with userId=7698eb16-3d36-4ed6-a6ba-5bc1632034b6', '2026-05-19T14:43:02.762829174+08:00 GetCartAsync called with userId=16bfe4eb-02c9-484f-99b4-d0597f559065', '2026-05-19T14:43:02.765402478+08:00 GetCartAsync called with userId=19de0d2b-870d-4560-b3ac-fe1bf45ac2c8', '2026-05-19T14:43:02.901091682+08:00 GetCartAsync called with userId=95d1597d-12a0-416f-ad3a-5c01ddf154c6', '2026-05-19T14:43:02.915720131+08:00 AddItemAsync called with userId=409186ef-7c2c-442c-9d5a-1981bffade0e, productId=6E92ZMYYFZ, quantity=9', '2026-05-19T14:43:02.920055409+08:00 GetCartAsync called with userId=409186ef-7c2c-442c-9d5a-1981bffade0e', '2026-05-19T14:43:03.184413992+08:00 GetCartAsync called with userId=c68e929d-8409-40d8-9aec-c45e8c821839', '2026-05-19T14:43:03.199942063+08:00 AddItemAsync called with userId=cf60416a-3a1f-4e46-899e-0b1d6aa9f45a, productId=9SIQT8TOJO, quantity=6', '2026-05-19T14:43:03.204313445+08:00 GetCartAsync called with userId=cf60416a-3a1f-4e46-899e-0b1d6aa9f45a', '2026-05-19T14:43:03.422668011+08:00 GetCartAsync called with userId=7976d3fd-7a72-42f2-8cb3-17e04a4c9eb2', '2026-05-19T14:43:03.566695725+08:00 GetCartAsync called with userId=', '2026-05-19T14:43:03.592522413+08:00 EmptyCartAsync called with userId=c1ed90f1-e201-40d0-b33f-44e34ee168be', '2026-05-19T14:43:03.717648590+08:00 GetCartAsync called with userId=9dc2de41-7c02-4af1-8b7e-e13382f00c04', '2026-05-19T14:43:04.148252171+08:00 GetCartAsync called with userId=bc67b731-6d5f-4960-8dee-b327df565590', '2026-05-19T14:43:04.248537383+08:00 GetCartAsync called with userId=5eadf2ab-5c26-426d-9d66-b0bf56c2889f', '2026-05-19T14:43:04.483385643+08:00 GetCartAsync called with userId=', '2026-05-19T14:43:04.511065416+08:00 EmptyCartAsync called with userId=e6eb7653-f118-4f1d-9da3-6c732ba2595a', '2026-05-19T14:43:04.549577782+08:00 GetCartAsync called with userId=9d72ccad-5994-4c05-82dd-4a9c7c6ac595', '2026-05-19T14:43:04.633495846+08:00 GetCartAsync called with userId=ceca4886-7747-4759-9261-827477ed9e06', '2026-05-19T14:43:04.648242197+08:00 AddItemAsync called with userId=4c4e9524-bbb5-4f48-8c1e-19bb36675dd8, productId=9SIQT8TOJO, quantity=6', '2026-05-19T14:43:04.652627284+08:00 GetCartAsync called with userId=4c4e9524-bbb5-4f48-8c1e-19bb36675dd8', '2026-05-19T14:43:05.010811201+08:00 GetCartAsync called with userId=4a09d2b2-c2af-48ca-a692-550c9c330cff', '2026-05-19T14:43:05.211537689+08:00 GetCartAsync called with userId=8c9b4b95-486b-4957-8fe6-b4fe878be58d', '2026-05-19T14:43:05.240245278+08:00 GetCartAsync called with userId=', '2026-05-19T14:43:05.265915323+08:00 EmptyCartAsync called with userId=40f1e01c-6897-433e-8a7a-a8c6a1abcc59', '', 'From istio-proxy logs:', '2026-05-19T06:37:14.657638Z\\tinfo\\tFLAG: --proxyLogLevel=\"warning\"', '2026-05-19T06:37:14.657642Z\\tinfo\\tFLAG: --serviceCluster=\"istio-proxy\"', '2026-05-19T06:37:14.657646Z\\tinfo\\tFLAG: --stsPort=\"0\"', '2026-05-19T06:37:14.657650Z\\tinfo\\tFLAG: --templateFile=\"\"', '2026-05-19T06:37:14.657653Z\\tinfo\\tFLAG: --tokenManagerPlugin=\"\"', '2026-05-19T06:37:14.657658Z\\tinfo\\tFLAG: --vklog=\"0\"', '2026-05-19T06:37:14.657662Z\\tinfo\\tVersion 1.27.3-df538c2279a633544e6c0961a03ab772729933be-Clean', '2026-05-19T06:37:14.657838Z\\tinfo\\tProxy role\\tips=[172.20.2.106] type=sidecar id=cartservice-7c5f46fc47-n9ssw.boutique domain=boutique.svc.cluster.local', '2026-05-19T06:37:14.657905Z\\tinfo\\tApply proxy config from env {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}', '2026-05-19T06:37:14.659784Z\\tinfo\\tcpu limit detected as 2, setting concurrency', '2026-05-19T06:37:14.660070Z\\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', '2026-05-19T06:37:14.660078Z\\tinfo\\tJWT policy is third-party-jwt', '2026-05-19T06:37:14.660082Z\\tinfo\\tusing credential fetcher of JWT type in cluster.local trust domain', '2026-05-19T06:37:14.689693Z\\tinfo\\tOpening status port 15020', '2026-05-19T06:37:14.689702Z\\tinfo\\tStarting default Istio SDS Server', '2026-05-19T06:37:14.689794Z\\tinfo\\tCA Endpoint istiod.istio-system.svc:15012, provider Citadel', '2026-05-19T06:37:14.689818Z\\tinfo\\tUsing CA istiod.istio-system.svc:15012 cert with certs: var/run/secrets/istio/root-cert.pem', '2026-05-19T06:37:14.690763Z\\tinfo\\txdsproxy\\tInitializing with upstream address \"istiod.istio-system.svc:15012\" and cluster \"Kubernetes\"', '2026-05-19T06:37:14.692544Z\\tinfo\\tsds\\tStarting SDS grpc server', '2026-05-19T06:37:14.692570Z\\tinfo\\tsds\\tStarting SDS server for workload certificates, will listen on \"var/run/secrets/workload-spiffe-uds/socket\"', '2026-05-19T06:37:14.693275Z\\tinfo\\tPilot SAN: [istiod.istio-system.svc]', '2026-05-19T06:37:14.694211Z\\tinfo\\tStarting proxy agent', '2026-05-19T06:37:14.694249Z\\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]', '2026-05-19T06:37:14.751989Z\\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', '2026-05-19T06:37:14.752980Z\\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', '2026-05-19T06:37:14.759195Z\\tinfo\\txdsproxy\\tconnected to delta upstream XDS server: istiod.istio-system.svc:15012\\tid=1', '2026-05-19T06:37:14.800854Z\\tinfo\\tads\\tADS: new connection for node:1', '2026-05-19T06:37:14.801518Z\\tinfo\\tads\\tADS: new connection for node:2', '2026-05-19T06:37:15.047916Z\\tinfo\\tcache\\tgenerated new workload certificate\\tresourceName=default latency=356.537786ms ttl=23h59m59.952088234s', '2026-05-19T06:37:15.047957Z\\tinfo\\tcache\\tRoot cert has changed, start rotating root cert', '2026-05-19T06:37:15.048008Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.951992029s', '2026-05-19T06:37:15.048029Z\\tinfo\\tcache\\treturned workload certificate from cache\\tttl=23h59m59.951970961s', '2026-05-19T06:37:15.048124Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.951879616s', '2026-05-19T06:37:15.048472Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.951528998s', '2026-05-19T06:37:15.546100Z\\tinfo\\tReadiness succeeded in 892.049909ms', '2026-05-19T06:37:15.546387Z\\tinfo\\tEnvoy proxy is ready']" + }, + { + "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\tuserID = \"\"\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/18/path1.json b/golden-trajectory/boutique/codedefect/18/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..488afdd14a4b3b423134874d95ef2de915cb34c1 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/18/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "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-x67zp 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-bthgf 2/2 Running 0 5m42s\ncheckoutservice-7fc85cc97b-jtnv8 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-8r4dj 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-zlq64 2/2 Running 0 5m42s\nfrontend-79bb68d59d-hwwcd 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-46llm 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-95rpn 2/2 Running 0 5m41s\nrecommendationservice-786899779d-kxzfn 2/2 Running 0 5m40s\nredis-cart-64b9db6f79-8lpt4 2/2 Running 0 5m40s\nshippingservice-799cbfbc76-4nc9t 2/2 Running 0 5m42s" + }, + { + "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 10.68.117.241 9555/TCP 5m45s\ncartservice ClusterIP 10.68.16.222 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.15.195 5050/TCP 5m44s\ncurrencyservice ClusterIP 10.68.165.237 7000/TCP 5m45s\nemailservice ClusterIP 10.68.86.47 5000/TCP 5m45s\nfrontend ClusterIP 10.68.102.84 80/TCP 5m44s\nfrontend-external NodePort 10.68.167.20 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.230.195 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.150.201 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.93.59 8080/TCP 5m43s\nredis-cart ClusterIP 10.68.92.231 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.209.149 50051/TCP 5m45s" + }, + { + "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 16:58:09 ~ 2026-05-19 17:00:44', 'status': 'ABNORMAL', 'evidence': ['TRAFFIC_ANOMALY [Network Surge] | Inbound: Normal=11.60pps -> Current=39.92pps (+244.0%) | Outbound: Normal=13.19pps -> Current=45.64pps (+245.9%)']}]}" + }, + { + "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": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "{\n \"total_log_count\": 1816,\n \"total_errors\": 178,\n \"total_error_ratio\": 0.098,\n \"patterns\": [\n {\n \"count\": 178,\n \"ratio\": 0.098,\n \"sample\": \"2026-05-19T17:00:53.771816366+08:00 GetCartAsync called with userId=\"\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: '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\tuserID = \"\"\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/18/path2.json b/golden-trajectory/boutique/codedefect/18/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..0745272590a338a11f5d82af69dd6c8a7d08364d --- /dev/null +++ b/golden-trajectory/boutique/codedefect/18/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", + "GetRecentLogs", + "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-x67zp 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-bthgf 2/2 Running 0 5m42s\ncheckoutservice-7fc85cc97b-jtnv8 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-8r4dj 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-zlq64 2/2 Running 0 5m42s\nfrontend-79bb68d59d-hwwcd 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-46llm 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-95rpn 2/2 Running 0 5m41s\nrecommendationservice-786899779d-kxzfn 2/2 Running 0 5m40s\nredis-cart-64b9db6f79-8lpt4 2/2 Running 0 5m40s\nshippingservice-799cbfbc76-4nc9t 2/2 Running 0 5m42s" + }, + { + "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 10.68.117.241 9555/TCP 5m45s\ncartservice ClusterIP 10.68.16.222 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.15.195 5050/TCP 5m44s\ncurrencyservice ClusterIP 10.68.165.237 7000/TCP 5m45s\nemailservice ClusterIP 10.68.86.47 5000/TCP 5m45s\nfrontend ClusterIP 10.68.102.84 80/TCP 5m44s\nfrontend-external NodePort 10.68.167.20 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.230.195 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.150.201 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.93.59 8080/TCP 5m43s\nredis-cart ClusterIP 10.68.92.231 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.209.149 50051/TCP 5m45s" + }, + { + "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 16:58:09 ~ 2026-05-19 17:00:44', 'status': 'ABNORMAL', 'evidence': ['TRAFFIC_ANOMALY [Network Surge] | Inbound: Normal=11.60pps -> Current=39.92pps (+244.0%) | Outbound: Normal=13.19pps -> Current=45.64pps (+245.9%)']}]}" + }, + { + "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 172.20.2.234:9555 6m4s\ncartservice 172.20.2.236:7070 6m4s\ncheckoutservice 172.20.1.152:5050 6m3s\ncurrencyservice 172.20.1.148:7000 6m4s\nemailservice 172.20.2.235:8080 6m4s\nfrontend 172.20.1.149:8080 6m3s\nfrontend-external 172.20.1.149:8080 6m3s\npaymentservice 172.20.1.150:50051 6m3s\nproductcatalogservice 172.20.2.238:3550 6m3s\nrecommendationservice 172.20.2.239:8080 6m2s\nredis-cart 172.20.1.151:6379 6m3s\nshippingservice 172.20.1.147:50051 6m4s" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "{\n \"total_log_count\": 1816,\n \"total_errors\": 178,\n \"total_error_ratio\": 0.098,\n \"patterns\": [\n {\n \"count\": 178,\n \"ratio\": 0.098,\n \"sample\": \"2026-05-19T17:00:53.771816366+08:00 GetCartAsync called with userId=\"\n }\n ]\n}" + }, + { + "tool_name": "GetRecentLogs", + "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "['From cartservice logs:', '2026-05-19T17:00:49.458119530+08:00 GetCartAsync called with userId=578965b5-ab85-475f-8df1-a539bfafb73a', '2026-05-19T17:00:49.474377734+08:00 AddItemAsync called with userId=ce584540-91e6-406f-ac00-eb515ce1da56, productId=1YMWWN1N4O, quantity=5', '2026-05-19T17:00:49.478686286+08:00 GetCartAsync called with userId=ce584540-91e6-406f-ac00-eb515ce1da56', '2026-05-19T17:00:49.681345881+08:00 GetCartAsync called with userId=7ec0108b-0f0d-41d5-8e27-9f6e7ff11b0b', '2026-05-19T17:00:50.082198424+08:00 GetCartAsync called with userId=07797595-f6d4-4837-9232-21323be815d1', '2026-05-19T17:00:50.204955989+08:00 GetCartAsync called with userId=d305f011-b829-442d-95d5-768b6befcf7c', '2026-05-19T17:00:50.245723629+08:00 GetCartAsync called with userId=c146f5c4-b0bd-4ec5-8eb3-4b9eff703379', '2026-05-19T17:00:50.463785079+08:00 GetCartAsync called with userId=', '2026-05-19T17:00:50.489264172+08:00 EmptyCartAsync called with userId=a3eb7564-0a45-462d-bf6d-5e9d27dce992', '2026-05-19T17:00:50.565838355+08:00 GetCartAsync called with userId=d3ab409b-f8fd-43b7-b44b-9880838c5100', '2026-05-19T17:00:50.861218044+08:00 GetCartAsync called with userId=f372638a-5911-4893-8db1-794473500ba0', '2026-05-19T17:00:50.862020677+08:00 GetCartAsync called with userId=085735f8-109f-45e4-844b-75ca5cf429ca', '2026-05-19T17:00:50.878471387+08:00 AddItemAsync called with userId=4dd28ff0-1f01-42c0-82c8-42af1a853196, productId=LS4PSXUNUM, quantity=7', '2026-05-19T17:00:50.882865421+08:00 GetCartAsync called with userId=4dd28ff0-1f01-42c0-82c8-42af1a853196', '2026-05-19T17:00:50.926585281+08:00 GetCartAsync called with userId=28449b74-8459-4e43-b205-7a324f7f3ccd', '2026-05-19T17:00:51.053401853+08:00 GetCartAsync called with userId=51e36de6-9431-4d9a-92f7-153d981b9a3d', '2026-05-19T17:00:51.069001510+08:00 AddItemAsync called with userId=e20b5f9f-f343-4c8d-9255-e343913ea71d, productId=LS4PSXUNUM, quantity=6', '2026-05-19T17:00:51.073313705+08:00 GetCartAsync called with userId=e20b5f9f-f343-4c8d-9255-e343913ea71d', '2026-05-19T17:00:51.385688124+08:00 GetCartAsync called with userId=9626c942-d0fa-4ccf-9f80-d43037d328a2', '2026-05-19T17:00:51.457087097+08:00 GetCartAsync called with userId=', '2026-05-19T17:00:51.482402506+08:00 EmptyCartAsync called with userId=6389083b-6b36-4f8f-bcfa-cb39ef17f39a', '2026-05-19T17:00:51.768586122+08:00 GetCartAsync called with userId=dd28b256-7ae1-4cbd-9a98-9668d2e63417', '2026-05-19T17:00:51.793008203+08:00 GetCartAsync called with userId=31e00fe8-e7ab-4076-9dc4-3c713485d4a2', '2026-05-19T17:00:51.973503480+08:00 GetCartAsync called with userId=28449b74-8459-4e43-b205-7a324f7f3ccd', '2026-05-19T17:00:52.050630373+08:00 GetCartAsync called with userId=0e40c2db-b29d-4eb5-b96c-170fc562a255', '2026-05-19T17:00:52.066857324+08:00 GetCartAsync called with userId=a3eb7564-0a45-462d-bf6d-5e9d27dce992', '2026-05-19T17:00:52.128064245+08:00 GetCartAsync called with userId=99e785e0-8288-404b-8525-81080b66b472', '2026-05-19T17:00:52.137616626+08:00 GetCartAsync called with userId=d399ae0b-8589-41c9-88b2-d5ca50df2005', '2026-05-19T17:00:52.144869809+08:00 AddItemAsync called with userId=9a312195-dbf0-40d3-af59-b3a675bf798f, productId=0PUK6V6EV0, quantity=1', '2026-05-19T17:00:52.149495998+08:00 GetCartAsync called with userId=9a312195-dbf0-40d3-af59-b3a675bf798f', '2026-05-19T17:00:52.191198097+08:00 GetCartAsync called with userId=a371841c-cb11-4f40-a676-c8e30e3619e0', '2026-05-19T17:00:52.265793762+08:00 GetCartAsync called with userId=d5e97794-a967-4d81-b0a7-8ad993725d8a', '2026-05-19T17:00:52.367818345+08:00 GetCartAsync called with userId=ce584540-91e6-406f-ac00-eb515ce1da56', '2026-05-19T17:00:52.653104795+08:00 GetCartAsync called with userId=d3ab409b-f8fd-43b7-b44b-9880838c5100', '2026-05-19T17:00:52.660458216+08:00 GetCartAsync called with userId=4a95fc27-025b-4f94-89be-67c186201ef1', '2026-05-19T17:00:52.707257385+08:00 GetCartAsync called with userId=80017027-6468-4fa6-913a-f13b797eab67', '2026-05-19T17:00:52.899354908+08:00 GetCartAsync called with userId=0e24a878-14ab-4e70-946e-64dc81d3ad6a', '2026-05-19T17:00:52.967148053+08:00 GetCartAsync called with userId=a359b93a-d73c-4ea1-a34b-731c4d33e6b7', '2026-05-19T17:00:53.161369613+08:00 GetCartAsync called with userId=65cba6df-466c-4909-9bb0-329b3ba1809e', '2026-05-19T17:00:53.168337986+08:00 GetCartAsync called with userId=1682d6f0-1b09-4348-8845-54124b6af64b', '2026-05-19T17:00:53.192412464+08:00 GetCartAsync called with userId=dfd2abbd-cc33-46ed-9305-3998dbf72b99', '2026-05-19T17:00:53.236022837+08:00 GetCartAsync called with userId=a0aa7759-afa6-49ea-97dd-59fdd17dead7', '2026-05-19T17:00:53.251179875+08:00 AddItemAsync called with userId=7ec0108b-0f0d-41d5-8e27-9f6e7ff11b0b, productId=OLJCESPC7Z, quantity=2', '2026-05-19T17:00:53.255384758+08:00 GetCartAsync called with userId=7ec0108b-0f0d-41d5-8e27-9f6e7ff11b0b', '2026-05-19T17:00:53.472734182+08:00 GetCartAsync called with userId=beb5eaa4-6bc0-4169-ba60-86176137ca7e', '2026-05-19T17:00:53.771816366+08:00 GetCartAsync called with userId=', '2026-05-19T17:00:53.787159780+08:00 GetCartAsync called with userId=9e6260ce-750d-4f27-bde1-b7bed041be6f', '2026-05-19T17:00:53.800952593+08:00 EmptyCartAsync called with userId=b5b0f6f2-f77e-4ce1-b8c5-9b893f75e6b4', '2026-05-19T17:00:53.803093460+08:00 AddItemAsync called with userId=9e6260ce-750d-4f27-bde1-b7bed041be6f, productId=OLJCESPC7Z, quantity=7', '2026-05-19T17:00:53.807488811+08:00 GetCartAsync called with userId=9e6260ce-750d-4f27-bde1-b7bed041be6f', '', 'From istio-proxy logs:', '2026-05-19T08:55:03.621517Z\\tinfo\\tFLAG: --proxyLogLevel=\"warning\"', '2026-05-19T08:55:03.621519Z\\tinfo\\tFLAG: --serviceCluster=\"istio-proxy\"', '2026-05-19T08:55:03.621521Z\\tinfo\\tFLAG: --stsPort=\"0\"', '2026-05-19T08:55:03.621523Z\\tinfo\\tFLAG: --templateFile=\"\"', '2026-05-19T08:55:03.621525Z\\tinfo\\tFLAG: --tokenManagerPlugin=\"\"', '2026-05-19T08:55:03.621528Z\\tinfo\\tFLAG: --vklog=\"0\"', '2026-05-19T08:55:03.621531Z\\tinfo\\tVersion 1.27.3-df538c2279a633544e6c0961a03ab772729933be-Clean', '2026-05-19T08:55:03.621687Z\\tinfo\\tProxy role\\tips=[172.20.2.236] type=sidecar id=cartservice-7c5f46fc47-bthgf.boutique domain=boutique.svc.cluster.local', '2026-05-19T08:55:03.621736Z\\tinfo\\tApply proxy config from env {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}', '2026-05-19T08:55:03.623071Z\\tinfo\\tcpu limit detected as 2, setting concurrency', '2026-05-19T08:55:03.623275Z\\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', '2026-05-19T08:55:03.623283Z\\tinfo\\tJWT policy is third-party-jwt', '2026-05-19T08:55:03.623285Z\\tinfo\\tusing credential fetcher of JWT type in cluster.local trust domain', '2026-05-19T08:55:03.657323Z\\tinfo\\tStarting default Istio SDS Server', '2026-05-19T08:55:03.657357Z\\tinfo\\tCA Endpoint istiod.istio-system.svc:15012, provider Citadel', '2026-05-19T08:55:03.657392Z\\tinfo\\tUsing CA istiod.istio-system.svc:15012 cert with certs: var/run/secrets/istio/root-cert.pem', '2026-05-19T08:55:03.657833Z\\tinfo\\tOpening status port 15020', '2026-05-19T08:55:03.658758Z\\tinfo\\txdsproxy\\tInitializing with upstream address \"istiod.istio-system.svc:15012\" and cluster \"Kubernetes\"', '2026-05-19T08:55:03.661905Z\\tinfo\\tPilot SAN: [istiod.istio-system.svc]', '2026-05-19T08:55:03.662938Z\\tinfo\\tStarting proxy agent', '2026-05-19T08:55:03.662990Z\\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]', '2026-05-19T08:55:03.671126Z\\tinfo\\tsds\\tStarting SDS grpc server', '2026-05-19T08:55:03.671145Z\\tinfo\\tsds\\tStarting SDS server for workload certificates, will listen on \"var/run/secrets/workload-spiffe-uds/socket\"', '2026-05-19T08:55:03.720600Z\\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', '2026-05-19T08:55:03.723516Z\\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', '2026-05-19T08:55:03.733667Z\\tinfo\\txdsproxy\\tconnected to delta upstream XDS server: istiod.istio-system.svc:15012\\tid=1', '2026-05-19T08:55:03.790916Z\\tinfo\\tads\\tADS: new connection for node:1', '2026-05-19T08:55:03.791846Z\\tinfo\\tads\\tADS: new connection for node:2', '2026-05-19T08:55:03.910373Z\\tinfo\\tcache\\tgenerated new workload certificate\\tresourceName=default latency=249.023627ms ttl=23h59m59.089631054s', '2026-05-19T08:55:03.910408Z\\tinfo\\tcache\\tRoot cert has changed, start rotating root cert', '2026-05-19T08:55:03.910438Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.089562206s', '2026-05-19T08:55:03.910449Z\\tinfo\\tcache\\treturned workload certificate from cache\\tttl=23h59m59.089551567s', '2026-05-19T08:55:03.910547Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.089463455s', '2026-05-19T08:55:03.910859Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.089142173s', '2026-05-19T08:55:04.982220Z\\tinfo\\tReadiness succeeded in 1.363560225s', '2026-05-19T08:55:04.982496Z\\tinfo\\tEnvoy proxy is ready']" + }, + { + "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\tuserID = \"\"\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/19/path1.json b/golden-trajectory/boutique/codedefect/19/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..915369c5d988c40725b332201a16493dba6b167b --- /dev/null +++ b/golden-trajectory/boutique/codedefect/19/path1.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "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-6f89c99b76-6kskn 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-pshwk 2/2 Running 0 5m42s\ncheckoutservice-79bfcffc75-7gbq5 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-rcwjp 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-8np9d 2/2 Running 0 5m41s\nfrontend-79bb68d59d-jwrf5 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-jnpf7 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-9v98n 2/2 Running 0 5m41s\nrecommendationservice-786899779d-k2ldk 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-zw8fg 2/2 Running 0 5m40s\nshippingservice-799cbfbc76-bl72b 1/2 Error 4 (69s ago) 5m40s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'shippingservice-799cbfbc76-bl72b', namespace: 'boutique'}", + "output": "Name: shippingservice-799cbfbc76-bl72b\nNamespace: boutique\nPriority: 0\nService Account: shippingservice\nNode: worker-02/192.168.0.53\nStart Time: Mon, 18 May 2026 22:42:43 +0800\nLabels: app=shippingservice\n networking.istio.io/tunnel=http\n pod-template-hash=799cbfbc76\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: 172.20.2.27\nIPs:\n IP: 172.20.2.27\nControlled By: ReplicaSet/shippingservice-799cbfbc76\nInit Containers:\n istio-validation:\n Container ID: containerd://062effacffe0f6a67f06e93539e17e7d8aa9e6c9e997feaa72a86c2324f6a5e3\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 22:42:44 +0800\n Finished: Mon, 18 May 2026 22:42:44 +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-lmldw (ro)\nContainers:\n server:\n Container ID: containerd://c64437d200d4cbec8488f29bd7ccd7883f4cab13718cd98e6537e9d78678eadd\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: Error\n Exit Code: 2\n Started: Mon, 18 May 2026 22:48:04 +0800\n Finished: Mon, 18 May 2026 22:48:14 +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 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-lmldw (ro)\n istio-proxy:\n Container ID: containerd://e6d894cfdcf52cce71034a180868d1ad8390266fbcf7526f9011db78e5b472e8\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 22:42:46 +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-799cbfbc76-bl72b (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-lmldw (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-lmldw:\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 5m43s default-scheduler Successfully assigned boutique/shippingservice-799cbfbc76-bl72b to worker-02\n Normal Pulled 5m42s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 5m42s kubelet Created container istio-validation\n Normal Started 5m42s kubelet Started container istio-validation\n Normal Created 5m40s kubelet Created container istio-proxy\n Normal Pulled 5m40s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.968s (1.968s including waiting). Image size: 7694404 bytes.\n Normal Pulled 5m40s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 5m40s kubelet Started container istio-proxy\n Normal Pulled 2m21s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.915s (1.915s including waiting). Image size: 7694404 bytes.\n Normal Started 108s (x3 over 5m40s) kubelet Started container server\n Normal Pulled 108s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.863s (1.863s including waiting). Image size: 7694404 bytes.\n Normal Pulling 81s (x4 over 5m42s) kubelet Pulling image \"wangyl2128/shippingservice-v2:latest\"\n Normal Created 79s (x4 over 5m40s) kubelet Created container server\n Normal Pulled 79s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.952s (1.952s including waiting). Image size: 7694404 bytes.\n Warning BackOff 35s (x8 over 2m10s) kubelet Back-off restarting failed container server in pod shippingservice-799cbfbc76-bl72b_boutique(48aca4e2-7cea-4652-8b30-92408d2f70cb)" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'shippingservice'}", + "output": "{\n \"total_log_count\": 49,\n \"total_errors\": 8,\n \"total_error_ratio\": 0.1633,\n \"patterns\": [\n {\n \"count\": 2,\n \"ratio\": 0.0408,\n \"sample\": \"{\\\"message\\\":\\\"Stats enabled, but temporarily unavailable\\\",\\\"severity\\\":\\\"info\\\",\\\"timestamp\\\":\\\"2026-05-18T14:48:04.099762026Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0204,\n \"sample\": \"2026-05-18T22:48:04.099765453+08:00 {\\\"message\\\":\\\"Tracing enabled, but temporarily unavailable\\\",\\\"severity\\\":\\\"info\\\",\\\"timestamp\\\":\\\"2026-05-18T14:48:04.099658302Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0204,\n \"sample\": \"2026-05-18T22:48:04.099793564+08:00 {\\\"message\\\":\\\"Stats enabled, but temporarily unavailable\\\",\\\"severity\\\":\\\"info\\\",\\\"timestamp\\\":\\\"2026-05-18T14:48:04.099762026Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0204,\n \"sample\": \"2026-05-18T22:48:14.138772481+08:00 panic: runtime error: invalid memory address or nil pointer dereference\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0204,\n \"sample\": \"2026-05-18T22:48:14.138793157+08:00 [signal SIGSEGV: segmentation violation code=0x1 addr=0x28 pc=0xabd41b]\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0204,\n \"sample\": \"panic: runtime error: invalid memory address or nil pointer dereference\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0204,\n \"sample\": \"[signal SIGSEGV: segmentation violation code=0x1 addr=0x28 pc=0xabd41b]\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 6609,\n \"total_errors\": 508,\n \"total_error_ratio\": 0.0769,\n \"patterns\": [\n {\n \"count\": 351,\n \"ratio\": 0.0531,\n \"sample\": \"2026-05-18T22:48:31.880678455+08:00 {\\\"error\\\":\\\"failed to get shipping quote: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"78c997fa-f336-49f3-a8b7-b3c6721a06ff\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/cart\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"4209f12f-3b6f-496c-a616-3c069eb67a23\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T14:48:31.880604103Z\\\"}\"\n },\n {\n \"count\": 157,\n \"ratio\": 0.0238,\n \"sample\": \"2026-05-18T22:48:31.392390435+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Internal desc = shipping quote failure: failed to get shipping quote: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"3e572002-99bf-4f4f-a848-af1e4b0a073f\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"e668c5d0-2f14-43a3-8d13-ec3cb5572d82\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T14:48:31.392294189Z\\\"}\"\n }\n ]\n}" + }, + { + "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\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\taddress = nil\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/19/path2.json b/golden-trajectory/boutique/codedefect/19/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..955760aed67f3a32183c6cc5fd0f1fd0f6ebb439 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/19/path2.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetErrorLogs", + "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-6f89c99b76-6kskn 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-pshwk 2/2 Running 0 5m42s\ncheckoutservice-79bfcffc75-7gbq5 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-rcwjp 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-8np9d 2/2 Running 0 5m41s\nfrontend-79bb68d59d-jwrf5 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-jnpf7 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-9v98n 2/2 Running 0 5m41s\nrecommendationservice-786899779d-k2ldk 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-zw8fg 2/2 Running 0 5m40s\nshippingservice-799cbfbc76-bl72b 1/2 Error 4 (69s ago) 5m40s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'shippingservice-799cbfbc76-bl72b', namespace: 'boutique'}", + "output": "Name: shippingservice-799cbfbc76-bl72b\nNamespace: boutique\nPriority: 0\nService Account: shippingservice\nNode: worker-02/192.168.0.53\nStart Time: Mon, 18 May 2026 22:42:43 +0800\nLabels: app=shippingservice\n networking.istio.io/tunnel=http\n pod-template-hash=799cbfbc76\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: 172.20.2.27\nIPs:\n IP: 172.20.2.27\nControlled By: ReplicaSet/shippingservice-799cbfbc76\nInit Containers:\n istio-validation:\n Container ID: containerd://062effacffe0f6a67f06e93539e17e7d8aa9e6c9e997feaa72a86c2324f6a5e3\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 22:42:44 +0800\n Finished: Mon, 18 May 2026 22:42:44 +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-lmldw (ro)\nContainers:\n server:\n Container ID: containerd://c64437d200d4cbec8488f29bd7ccd7883f4cab13718cd98e6537e9d78678eadd\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: Error\n Exit Code: 2\n Started: Mon, 18 May 2026 22:48:04 +0800\n Finished: Mon, 18 May 2026 22:48:14 +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 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-lmldw (ro)\n istio-proxy:\n Container ID: containerd://e6d894cfdcf52cce71034a180868d1ad8390266fbcf7526f9011db78e5b472e8\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 22:42:46 +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-799cbfbc76-bl72b (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-lmldw (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-lmldw:\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 5m43s default-scheduler Successfully assigned boutique/shippingservice-799cbfbc76-bl72b to worker-02\n Normal Pulled 5m42s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 5m42s kubelet Created container istio-validation\n Normal Started 5m42s kubelet Started container istio-validation\n Normal Created 5m40s kubelet Created container istio-proxy\n Normal Pulled 5m40s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.968s (1.968s including waiting). Image size: 7694404 bytes.\n Normal Pulled 5m40s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 5m40s kubelet Started container istio-proxy\n Normal Pulled 2m21s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.915s (1.915s including waiting). Image size: 7694404 bytes.\n Normal Started 108s (x3 over 5m40s) kubelet Started container server\n Normal Pulled 108s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.863s (1.863s including waiting). Image size: 7694404 bytes.\n Normal Pulling 81s (x4 over 5m42s) kubelet Pulling image \"wangyl2128/shippingservice-v2:latest\"\n Normal Created 79s (x4 over 5m40s) kubelet Created container server\n Normal Pulled 79s kubelet Successfully pulled image \"wangyl2128/shippingservice-v2:latest\" in 1.952s (1.952s including waiting). Image size: 7694404 bytes.\n Warning BackOff 35s (x8 over 2m10s) kubelet Back-off restarting failed container server in pod shippingservice-799cbfbc76-bl72b_boutique(48aca4e2-7cea-4652-8b30-92408d2f70cb)" + }, + { + "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 22:45:47 ~ 2026-05-18 22:48:22', 'status': 'ABNORMAL', 'evidence': ['ERROR_SPIKE [Success Rate Drop] | Normal=100.0% -> Cur=79.2% (-20.8%)']}, {'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-18 22:45:47 ~ 2026-05-18 22:48:22', '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': 187, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'GET', 'business_action': 'View cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 164, 'raw_error': \"HTTPError('500 Server Error: Internal Server Error')\"}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 158, '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\": 6609,\n \"total_errors\": 508,\n \"total_error_ratio\": 0.0769,\n \"patterns\": [\n {\n \"count\": 351,\n \"ratio\": 0.0531,\n \"sample\": \"2026-05-18T22:48:31.880678455+08:00 {\\\"error\\\":\\\"failed to get shipping quote: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"78c997fa-f336-49f3-a8b7-b3c6721a06ff\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/cart\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"4209f12f-3b6f-496c-a616-3c069eb67a23\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T14:48:31.880604103Z\\\"}\"\n },\n {\n \"count\": 157,\n \"ratio\": 0.0238,\n \"sample\": \"2026-05-18T22:48:31.392390435+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Internal desc = shipping quote failure: failed to get shipping quote: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"3e572002-99bf-4f4f-a848-af1e4b0a073f\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"e668c5d0-2f14-43a3-8d13-ec3cb5572d82\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T14:48:31.392294189Z\\\"}\"\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": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'shippingservice'}", + "output": "{\n \"total_log_count\": 49,\n \"total_errors\": 8,\n \"total_error_ratio\": 0.1633,\n \"patterns\": [\n {\n \"count\": 2,\n \"ratio\": 0.0408,\n \"sample\": \"{\\\"message\\\":\\\"Stats enabled, but temporarily unavailable\\\",\\\"severity\\\":\\\"info\\\",\\\"timestamp\\\":\\\"2026-05-18T14:48:04.099762026Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0204,\n \"sample\": \"2026-05-18T22:48:04.099765453+08:00 {\\\"message\\\":\\\"Tracing enabled, but temporarily unavailable\\\",\\\"severity\\\":\\\"info\\\",\\\"timestamp\\\":\\\"2026-05-18T14:48:04.099658302Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0204,\n \"sample\": \"2026-05-18T22:48:04.099793564+08:00 {\\\"message\\\":\\\"Stats enabled, but temporarily unavailable\\\",\\\"severity\\\":\\\"info\\\",\\\"timestamp\\\":\\\"2026-05-18T14:48:04.099762026Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0204,\n \"sample\": \"2026-05-18T22:48:14.138772481+08:00 panic: runtime error: invalid memory address or nil pointer dereference\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0204,\n \"sample\": \"2026-05-18T22:48:14.138793157+08:00 [signal SIGSEGV: segmentation violation code=0x1 addr=0x28 pc=0xabd41b]\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0204,\n \"sample\": \"panic: runtime error: invalid memory address or nil pointer dereference\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0204,\n \"sample\": \"[signal SIGSEGV: segmentation violation code=0x1 addr=0x28 pc=0xabd41b]\"\n }\n ]\n}" + }, + { + "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\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\taddress = nil\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/2/path1.json b/golden-trajectory/boutique/codedefect/2/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..c13bd63ecfc5890c50970abf293a3ecb6050495b --- /dev/null +++ b/golden-trajectory/boutique/codedefect/2/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetErrorLogs", + "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-6f89c99b76-79zdb 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-gwrc2 2/2 Running 0 5m42s\ncheckoutservice-7c8866657f-927cq 1/2 Running 4 (50s ago) 2m31s\ncurrencyservice-5bc9dbdf66-s92bd 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-sfm2g 2/2 Running 0 5m41s\nfrontend-79bb68d59d-gh8n5 2/2 Running 0 5m43s\npaymentservice-64b6c744b5-klvkr 2/2 Running 0 5m43s\nproductcatalogservice-5677b598bd-p4t4n 2/2 Running 0 5m42s\nrecommendationservice-786899779d-78pv4 2/2 Running 0 5m43s\nredis-cart-64b9db6f79-h9b7k 2/2 Running 0 5m41s\nshippingservice-799cbfbc76-2fsml 2/2 Running 0 5m43s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'checkoutservice-7c8866657f-927cq', namespace: 'boutique'}", + "output": "Name: checkoutservice-7c8866657f-927cq\nNamespace: boutique\nPriority: 0\nService Account: checkoutservice\nNode: worker-01/192.168.0.222\nStart Time: Tue, 19 May 2026 10:24:33 +0800\nLabels: app=checkoutservice\n networking.istio.io/tunnel=http\n pod-template-hash=7c8866657f\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=checkoutservice\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: 172.20.1.18\nIPs:\n IP: 172.20.1.18\nControlled By: ReplicaSet/checkoutservice-7c8866657f\nInit Containers:\n istio-validation:\n Container ID: containerd://26148e2e43c0be50978ff637da6133adfb1f5330702757aa615d082d8b9fe58c\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 10:24:34 +0800\n Finished: Tue, 19 May 2026 10:24:34 +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-cwbtm (ro)\nContainers:\n server:\n Container ID: containerd://d612b40e409c4374f1d911b1811657b0846bdb5b7068f0b0aa7f00da6707fdc6\n Image: wangyl2128/checkoutservice-v2:latest\n Image ID: docker.io/wangyl2128/checkoutservice-v2@sha256:800089300b1511fd78b72e9a9e458d61f2740976877744be45b2f60af3a5807b\n Port: 5050/TCP\n Host Port: 0/TCP\n State: Running\n Started: Tue, 19 May 2026 10:27:04 +0800\n Last State: Terminated\n Reason: Error\n Exit Code: 2\n Started: Tue, 19 May 2026 10:25:59 +0800\n Finished: Tue, 19 May 2026 10:26:14 +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 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: 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-cwbtm (ro)\n istio-proxy:\n Container ID: containerd://b1ea4f6612c312936b7fd7585d91983862fea09f0a78b7f7582d4785b8bece42\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 10:24:37 +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: checkoutservice-7c8866657f-927cq (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\":5050,\"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: checkoutservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/checkoutservice\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\":5050,\"service\":\"\"},\"timeoutSeconds\":1},\"/app-health/server/readyz\":{\"grpc\":{\"port\":5050,\"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-cwbtm (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-cwbtm:\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 2m32s default-scheduler Successfully assigned boutique/checkoutservice-7c8866657f-927cq to worker-01\n Normal Pulled 2m31s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m31s kubelet Created container istio-validation\n Normal Started 2m31s kubelet Started container istio-validation\n Normal Created 2m28s kubelet Created container istio-proxy\n Normal Pulled 2m28s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.925s (1.925s including waiting). Image size: 7906007 bytes.\n Normal Pulled 2m28s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m28s kubelet Started container istio-proxy\n Normal Pulled 2m18s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.934s (1.934s including waiting). Image size: 7906007 bytes.\n Normal Pulled 106s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.879s (1.879s including waiting). Image size: 7906007 bytes.\n Normal Started 105s (x3 over 2m28s) kubelet Started container server\n Warning BackOff 82s (x4 over 2m10s) kubelet Back-off restarting failed container server in pod checkoutservice-7c8866657f-927cq_boutique(c68bef75-61f9-469b-93e5-a353ada111f7)\n Normal Pulling 68s (x4 over 2m30s) kubelet Pulling image \"wangyl2128/checkoutservice-v2:latest\"\n Normal Created 66s (x4 over 2m28s) kubelet Created container server\n Normal Pulled 66s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.937s (1.937s including waiting). Image size: 7906007 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 3, 'alerts': [{'type': 'Service', 'name': 'paymentservice', 'time_range': '2026-05-19 10:24:29 ~ 2026-05-19 10:27:04', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-19 10:24:29 ~ 2026-05-19 10:27:04', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 181, '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\": 6409,\n \"total_errors\": 178,\n \"total_error_ratio\": 0.0278,\n \"patterns\": [\n {\n \"count\": 178,\n \"ratio\": 0.0278,\n \"sample\": \"2026-05-19T10:27:12.705356189+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"14f4aba2-9b77-4452-b269-aeba559e5682\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"57ada710-6a3f-4a75-805b-25fac5b5f5af\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T02:27:12.705283451Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}", + "output": "{\n \"total_log_count\": 25,\n \"total_errors\": 1,\n \"total_error_ratio\": 0.04,\n \"patterns\": [\n {\n \"count\": 1,\n \"ratio\": 0.04,\n \"sample\": \"panic: mismatching currency codes\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "{\n \"total_log_count\": 1529,\n \"total_errors\": 4,\n \"total_error_ratio\": 0.0026,\n \"patterns\": [\n {\n \"count\": 2,\n \"ratio\": 0.0013,\n \"sample\": \"2026-05-19T10:26:14.330601360+08:00 GetCartAsync called with userId=TRY\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0007,\n \"sample\": \"2026-05-19T10:24:44.140753897+08:00 GetCartAsync called with userId=EUR\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0007,\n \"sample\": \"2026-05-19T10:24:54.387427578+08:00 GetCartAsync called with userId=GBP\"\n }\n ]\n}" + }, + { + "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\tuserID := req.UserId\n\tuserCurrency := req.UserCurrency\n\tuserID, userCurrency = userCurrency, userID\n\n\tprep, err := cs.prepareOrderItemsAndShippingQuoteFromCart(ctx, userID, 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/2/path2.json b/golden-trajectory/boutique/codedefect/2/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..9b25b40a6f5fac2b567e13b69d63790234b7b08c --- /dev/null +++ b/golden-trajectory/boutique/codedefect/2/path2.json @@ -0,0 +1,70 @@ +{ + "statistics": { + "valid_tool_call_count": 10, + "total_trace_steps": 10, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "GetErrorLogs", + "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-6f89c99b76-79zdb 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-gwrc2 2/2 Running 0 5m42s\ncheckoutservice-7c8866657f-927cq 1/2 Running 4 (50s ago) 2m31s\ncurrencyservice-5bc9dbdf66-s92bd 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-sfm2g 2/2 Running 0 5m41s\nfrontend-79bb68d59d-gh8n5 2/2 Running 0 5m43s\npaymentservice-64b6c744b5-klvkr 2/2 Running 0 5m43s\nproductcatalogservice-5677b598bd-p4t4n 2/2 Running 0 5m42s\nrecommendationservice-786899779d-78pv4 2/2 Running 0 5m43s\nredis-cart-64b9db6f79-h9b7k 2/2 Running 0 5m41s\nshippingservice-799cbfbc76-2fsml 2/2 Running 0 5m43s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'checkoutservice-7c8866657f-927cq', namespace: 'boutique'}", + "output": "Name: checkoutservice-7c8866657f-927cq\nNamespace: boutique\nPriority: 0\nService Account: checkoutservice\nNode: worker-01/192.168.0.222\nStart Time: Tue, 19 May 2026 10:24:33 +0800\nLabels: app=checkoutservice\n networking.istio.io/tunnel=http\n pod-template-hash=7c8866657f\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=checkoutservice\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: 172.20.1.18\nIPs:\n IP: 172.20.1.18\nControlled By: ReplicaSet/checkoutservice-7c8866657f\nInit Containers:\n istio-validation:\n Container ID: containerd://26148e2e43c0be50978ff637da6133adfb1f5330702757aa615d082d8b9fe58c\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 10:24:34 +0800\n Finished: Tue, 19 May 2026 10:24:34 +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-cwbtm (ro)\nContainers:\n server:\n Container ID: containerd://d612b40e409c4374f1d911b1811657b0846bdb5b7068f0b0aa7f00da6707fdc6\n Image: wangyl2128/checkoutservice-v2:latest\n Image ID: docker.io/wangyl2128/checkoutservice-v2@sha256:800089300b1511fd78b72e9a9e458d61f2740976877744be45b2f60af3a5807b\n Port: 5050/TCP\n Host Port: 0/TCP\n State: Running\n Started: Tue, 19 May 2026 10:27:04 +0800\n Last State: Terminated\n Reason: Error\n Exit Code: 2\n Started: Tue, 19 May 2026 10:25:59 +0800\n Finished: Tue, 19 May 2026 10:26:14 +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 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: 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-cwbtm (ro)\n istio-proxy:\n Container ID: containerd://b1ea4f6612c312936b7fd7585d91983862fea09f0a78b7f7582d4785b8bece42\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 10:24:37 +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: checkoutservice-7c8866657f-927cq (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\":5050,\"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: checkoutservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/checkoutservice\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\":5050,\"service\":\"\"},\"timeoutSeconds\":1},\"/app-health/server/readyz\":{\"grpc\":{\"port\":5050,\"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-cwbtm (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-cwbtm:\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 2m32s default-scheduler Successfully assigned boutique/checkoutservice-7c8866657f-927cq to worker-01\n Normal Pulled 2m31s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m31s kubelet Created container istio-validation\n Normal Started 2m31s kubelet Started container istio-validation\n Normal Created 2m28s kubelet Created container istio-proxy\n Normal Pulled 2m28s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.925s (1.925s including waiting). Image size: 7906007 bytes.\n Normal Pulled 2m28s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m28s kubelet Started container istio-proxy\n Normal Pulled 2m18s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.934s (1.934s including waiting). Image size: 7906007 bytes.\n Normal Pulled 106s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.879s (1.879s including waiting). Image size: 7906007 bytes.\n Normal Started 105s (x3 over 2m28s) kubelet Started container server\n Warning BackOff 82s (x4 over 2m10s) kubelet Back-off restarting failed container server in pod checkoutservice-7c8866657f-927cq_boutique(c68bef75-61f9-469b-93e5-a353ada111f7)\n Normal Pulling 68s (x4 over 2m30s) kubelet Pulling image \"wangyl2128/checkoutservice-v2:latest\"\n Normal Created 66s (x4 over 2m28s) kubelet Created container server\n Normal Pulled 66s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.937s (1.937s including waiting). Image size: 7906007 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 3, 'alerts': [{'type': 'Service', 'name': 'paymentservice', 'time_range': '2026-05-19 10:24:29 ~ 2026-05-19 10:27:04', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-19 10:24:29 ~ 2026-05-19 10:27:04', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 181, '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\": 6409,\n \"total_errors\": 178,\n \"total_error_ratio\": 0.0278,\n \"patterns\": [\n {\n \"count\": 178,\n \"ratio\": 0.0278,\n \"sample\": \"2026-05-19T10:27:12.705356189+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"14f4aba2-9b77-4452-b269-aeba559e5682\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"57ada710-6a3f-4a75-805b-25fac5b5f5af\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T02:27:12.705283451Z\\\"}\"\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": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}", + "output": "{\n \"total_log_count\": 25,\n \"total_errors\": 1,\n \"total_error_ratio\": 0.04,\n \"patterns\": [\n {\n \"count\": 1,\n \"ratio\": 0.04,\n \"sample\": \"panic: mismatching currency codes\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "{\n \"total_log_count\": 1529,\n \"total_errors\": 4,\n \"total_error_ratio\": 0.0026,\n \"patterns\": [\n {\n \"count\": 2,\n \"ratio\": 0.0013,\n \"sample\": \"2026-05-19T10:26:14.330601360+08:00 GetCartAsync called with userId=TRY\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0007,\n \"sample\": \"2026-05-19T10:24:44.140753897+08:00 GetCartAsync called with userId=EUR\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0007,\n \"sample\": \"2026-05-19T10:24:54.387427578+08:00 GetCartAsync called with userId=GBP\"\n }\n ]\n}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'checkoutservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: checkoutservice\n namespace: boutique\n labels:\n app: checkoutservice\nspec:\n selector:\n matchLabels:\n app: checkoutservice\n template:\n metadata:\n labels:\n app: checkoutservice\n spec:\n serviceAccountName: checkoutservice\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/checkoutservice-v2:latest\n ports:\n - containerPort: 5050\n readinessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 5050\n livenessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 5050\n env:\n - name: PORT\n value: \"5050\"\n - name: PRODUCT_CATALOG_SERVICE_ADDR\n value: \"productcatalogservice:3550\"\n - name: SHIPPING_SERVICE_ADDR\n value: \"shippingservice:50051\"\n - name: PAYMENT_SERVICE_ADDR\n value: \"paymentservice:50051\"\n - name: EMAIL_SERVICE_ADDR\n value: \"emailservice:5000\"\n - name: CURRENCY_SERVICE_ADDR\n value: \"currencyservice:7000\"\n - name: CART_SERVICE_ADDR\n value: \"cartservice:7070\"\n \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: checkoutservice\n namespace: boutique\n labels:\n app: checkoutservice\nspec:\n type: ClusterIP\n selector:\n app: checkoutservice\n ports:\n - name: grpc\n port: 5050\n targetPort: 5050\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: checkoutservice\n namespace: boutique" + }, + { + "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\tuserID := req.UserId\n\tuserCurrency := req.UserCurrency\n\tuserID, userCurrency = userCurrency, userID\n\n\tprep, err := cs.prepareOrderItemsAndShippingQuoteFromCart(ctx, userID, 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/20/path1.json b/golden-trajectory/boutique/codedefect/20/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..4c20a64d45884f444f2b00c6ddab815c2695326c --- /dev/null +++ b/golden-trajectory/boutique/codedefect/20/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-nrlng 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-g9ttl 2/2 Running 0 5m42s\ncheckoutservice-6fc6d649d8-mrdxh 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-5kns7 2/2 Running 0 5m41s\nemailservice-c86b9b8f6-mz4ll 2/2 Running 0 5m41s\nfrontend-79bb68d59d-8jxgd 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-gq2g2 2/2 Running 0 5m40s\nproductcatalogservice-5677b598bd-scb6w 2/2 Running 0 5m40s\nrecommendationservice-786899779d-2mk67 2/2 Running 0 5m40s\nredis-cart-64b9db6f79-xkrhm 2/2 Running 0 5m40s\nshippingservice-799cbfbc76-kw54m 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 10.68.138.188 9555/TCP 5m45s\ncartservice ClusterIP 10.68.1.192 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.101.93 5050/TCP 5m44s\ncurrencyservice ClusterIP 10.68.1.242 7000/TCP 5m44s\nemailservice ClusterIP 10.68.233.110 5000/TCP 5m44s\nfrontend ClusterIP 10.68.135.219 80/TCP 5m44s\nfrontend-external NodePort 10.68.166.75 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.102.168 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.105.18 3550/TCP 5m43s\nrecommendationservice ClusterIP 10.68.21.213 8080/TCP 5m43s\nredis-cart ClusterIP 10.68.113.62 6379/TCP 5m43s\nshippingservice ClusterIP 10.68.55.38 50051/TCP 5m43s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'checkoutservice', 'time_range': '2026-05-18 16:28:01 ~ 2026-05-18 16:30:36', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=1.027s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.12 cores (+7265.9%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=18.39ms -> Current=4478.97ms (+24254.2%) | Peak=6617.65ms | p90latency: Normal=29.98ms -> Current=9224.49ms (+30669.8%) | Peak=9539.68ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-18 16:28:01 ~ 2026-05-18 16:30:36', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=4.85% -> Current=7.32% (+50.9%)']}]}" + }, + { + "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\"encoding/csv\"\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\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\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/20/path2.json b/golden-trajectory/boutique/codedefect/20/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..6758cc00d31741cbb525e3fb19d58a019cad6628 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/20/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-nrlng 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-g9ttl 2/2 Running 0 5m42s\ncheckoutservice-6fc6d649d8-mrdxh 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-5kns7 2/2 Running 0 5m41s\nemailservice-c86b9b8f6-mz4ll 2/2 Running 0 5m41s\nfrontend-79bb68d59d-8jxgd 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-gq2g2 2/2 Running 0 5m40s\nproductcatalogservice-5677b598bd-scb6w 2/2 Running 0 5m40s\nrecommendationservice-786899779d-2mk67 2/2 Running 0 5m40s\nredis-cart-64b9db6f79-xkrhm 2/2 Running 0 5m40s\nshippingservice-799cbfbc76-kw54m 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 10.68.138.188 9555/TCP 5m45s\ncartservice ClusterIP 10.68.1.192 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.101.93 5050/TCP 5m44s\ncurrencyservice ClusterIP 10.68.1.242 7000/TCP 5m44s\nemailservice ClusterIP 10.68.233.110 5000/TCP 5m44s\nfrontend ClusterIP 10.68.135.219 80/TCP 5m44s\nfrontend-external NodePort 10.68.166.75 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.102.168 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.105.18 3550/TCP 5m43s\nrecommendationservice ClusterIP 10.68.21.213 8080/TCP 5m43s\nredis-cart ClusterIP 10.68.113.62 6379/TCP 5m43s\nshippingservice ClusterIP 10.68.55.38 50051/TCP 5m43s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'checkoutservice', 'time_range': '2026-05-18 16:28:01 ~ 2026-05-18 16:30:36', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=1.027s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.12 cores (+7265.9%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=18.39ms -> Current=4478.97ms (+24254.2%) | Peak=6617.65ms | p90latency: Normal=29.98ms -> Current=9224.49ms (+30669.8%) | Peak=9539.68ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-18 16:28:01 ~ 2026-05-18 16:30:36', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=4.85% -> Current=7.32% (+50.9%)']}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 5609,\n \"total_errors\": 8,\n \"total_error_ratio\": 0.0014,\n \"patterns\": [\n {\n \"count\": 8,\n \"ratio\": 0.0014,\n \"sample\": \"2026-05-18T16:30:46.006609171+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"ea959d2e-39b2-4489-8ef6-67b18e36c5b9\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"7de1b5dc-1b1d-45a6-9ee7-153c5c5a6ffe\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T08:30:46.006479031Z\\\"}\"\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: '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\"encoding/csv\"\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\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\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/21/path1.json b/golden-trajectory/boutique/codedefect/21/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..041fdb57d513a3594b1eae11d507c94858eeddb8 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/21/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-tx8cp 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-cpblk 2/2 Running 0 5m45s\ncheckoutservice-6fc6d649d8-jm4g6 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-f9wgw 2/2 Running 0 5m43s\nemailservice-c86b9b8f6-sh2xg 2/2 Running 0 5m43s\nfrontend-79bb68d59d-ppmjl 2/2 Running 0 5m44s\npaymentservice-64b6c744b5-9mprc 2/2 Running 0 5m44s\nproductcatalogservice-5677b598bd-pxcwl 2/2 Running 0 5m44s\nrecommendationservice-786899779d-tqv2d 2/2 Running 0 5m43s\nredis-cart-64b9db6f79-9gbdn 2/2 Running 0 5m43s\nshippingservice-799cbfbc76-fzpz7 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 10.68.107.161 9555/TCP 5m46s\ncartservice ClusterIP 10.68.210.138 7070/TCP 5m48s\ncheckoutservice ClusterIP 10.68.214.178 5050/TCP 5m47s\ncurrencyservice ClusterIP 10.68.177.161 7000/TCP 5m46s\nemailservice ClusterIP 10.68.189.27 5000/TCP 5m46s\nfrontend ClusterIP 10.68.243.224 80/TCP 5m47s\nfrontend-external NodePort 10.68.44.40 80:30080/TCP 5m47s\npaymentservice ClusterIP 10.68.115.253 50051/TCP 5m47s\nproductcatalogservice ClusterIP 10.68.179.181 3550/TCP 5m47s\nrecommendationservice ClusterIP 10.68.215.36 8080/TCP 5m46s\nredis-cart ClusterIP 10.68.31.187 6379/TCP 5m46s\nshippingservice ClusterIP 10.68.203.166 50051/TCP 5m47s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'checkoutservice', 'time_range': '2026-05-19 10:38:22 ~ 2026-05-19 10:40:57', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=1.076s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.12 cores (+8864.8%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=20.25ms -> Current=4772.73ms (+23474.8%) | Peak=6527.78ms | p90latency: Normal=104.61ms -> Current=9062.53ms (+8563.3%) | Peak=22090.91ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-19 10:38:22 ~ 2026-05-19 10:40:57', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=4.33% -> Current=7.06% (+63.3%)']}]}" + }, + { + "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\"encoding/csv\"\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\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\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/21/path2.json b/golden-trajectory/boutique/codedefect/21/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..8cfbb0e189f904dfcda42c1f1dc9a5e117acbda4 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/21/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-tx8cp 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-cpblk 2/2 Running 0 5m45s\ncheckoutservice-6fc6d649d8-jm4g6 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-f9wgw 2/2 Running 0 5m43s\nemailservice-c86b9b8f6-sh2xg 2/2 Running 0 5m43s\nfrontend-79bb68d59d-ppmjl 2/2 Running 0 5m44s\npaymentservice-64b6c744b5-9mprc 2/2 Running 0 5m44s\nproductcatalogservice-5677b598bd-pxcwl 2/2 Running 0 5m44s\nrecommendationservice-786899779d-tqv2d 2/2 Running 0 5m43s\nredis-cart-64b9db6f79-9gbdn 2/2 Running 0 5m43s\nshippingservice-799cbfbc76-fzpz7 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 10.68.107.161 9555/TCP 5m46s\ncartservice ClusterIP 10.68.210.138 7070/TCP 5m48s\ncheckoutservice ClusterIP 10.68.214.178 5050/TCP 5m47s\ncurrencyservice ClusterIP 10.68.177.161 7000/TCP 5m46s\nemailservice ClusterIP 10.68.189.27 5000/TCP 5m46s\nfrontend ClusterIP 10.68.243.224 80/TCP 5m47s\nfrontend-external NodePort 10.68.44.40 80:30080/TCP 5m47s\npaymentservice ClusterIP 10.68.115.253 50051/TCP 5m47s\nproductcatalogservice ClusterIP 10.68.179.181 3550/TCP 5m47s\nrecommendationservice ClusterIP 10.68.215.36 8080/TCP 5m46s\nredis-cart ClusterIP 10.68.31.187 6379/TCP 5m46s\nshippingservice ClusterIP 10.68.203.166 50051/TCP 5m47s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'checkoutservice', 'time_range': '2026-05-19 10:38:22 ~ 2026-05-19 10:40:57', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=1.076s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.12 cores (+8864.8%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=20.25ms -> Current=4772.73ms (+23474.8%) | Peak=6527.78ms | p90latency: Normal=104.61ms -> Current=9062.53ms (+8563.3%) | Peak=22090.91ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-19 10:38:22 ~ 2026-05-19 10:40:57', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=4.33% -> Current=7.06% (+63.3%)']}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 5476,\n \"total_errors\": 8,\n \"total_error_ratio\": 0.0015,\n \"patterns\": [\n {\n \"count\": 8,\n \"ratio\": 0.0015,\n \"sample\": \"2026-05-19T10:41:07.314413488+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"a642416f-57c0-4d34-bb7f-9b3efcf4a56c\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"7095e2d8-5c87-47ea-b37f-acc803266157\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T02:41:07.314163622Z\\\"}\"\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: '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\"encoding/csv\"\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\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\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/22/path1.json b/golden-trajectory/boutique/codedefect/22/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..18645402e9d9c9efab165ea5a8366060e3365ad8 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/22/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-qnsbc 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-59mn9 2/2 Running 0 5m40s\ncheckoutservice-6fc6d649d8-ztlsj 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-vzm9q 2/2 Running 0 5m41s\nemailservice-c86b9b8f6-bbhsb 2/2 Running 0 5m41s\nfrontend-79bb68d59d-cx629 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-gm7kp 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-pblvl 2/2 Running 0 5m42s\nrecommendationservice-786899779d-v8drt 2/2 Running 0 5m42s\nredis-cart-64b9db6f79-ctrfg 2/2 Running 0 5m40s\nshippingservice-799cbfbc76-dc89l 2/2 Running 0 5m42s" + }, + { + "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 10.68.10.138 9555/TCP 5m46s\ncartservice ClusterIP 10.68.54.118 7070/TCP 5m44s\ncheckoutservice ClusterIP 10.68.26.10 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.180.108 7000/TCP 5m45s\nemailservice ClusterIP 10.68.102.218 5000/TCP 5m45s\nfrontend ClusterIP 10.68.12.0 80/TCP 5m45s\nfrontend-external NodePort 10.68.131.12 80:30080/TCP 5m45s\npaymentservice ClusterIP 10.68.112.131 50051/TCP 5m45s\nproductcatalogservice ClusterIP 10.68.11.7 3550/TCP 5m46s\nrecommendationservice ClusterIP 10.68.194.58 8080/TCP 5m46s\nredis-cart ClusterIP 10.68.229.159 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.156.203 50051/TCP 5m46s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'checkoutservice', 'time_range': '2026-05-19 12:56:28 ~ 2026-05-19 12:59:03', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=0.987s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.11 cores (+6759.7%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=19.05ms -> Current=4364.85ms (+22817.4%) | Peak=6300.00ms | p90latency: Normal=45.06ms -> Current=9024.84ms (+19929.4%) | Peak=12909.09ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-19 12:56:28 ~ 2026-05-19 12:59:03', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=4.50% -> Current=6.77% (+50.5%)']}]}" + }, + { + "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\"encoding/csv\"\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\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\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/22/path2.json b/golden-trajectory/boutique/codedefect/22/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..8ba47cc6b6990c76e4c352d72580fd0ce55cc5f3 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/22/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-qnsbc 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-59mn9 2/2 Running 0 5m40s\ncheckoutservice-6fc6d649d8-ztlsj 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-vzm9q 2/2 Running 0 5m41s\nemailservice-c86b9b8f6-bbhsb 2/2 Running 0 5m41s\nfrontend-79bb68d59d-cx629 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-gm7kp 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-pblvl 2/2 Running 0 5m42s\nrecommendationservice-786899779d-v8drt 2/2 Running 0 5m42s\nredis-cart-64b9db6f79-ctrfg 2/2 Running 0 5m40s\nshippingservice-799cbfbc76-dc89l 2/2 Running 0 5m42s" + }, + { + "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 10.68.10.138 9555/TCP 5m46s\ncartservice ClusterIP 10.68.54.118 7070/TCP 5m44s\ncheckoutservice ClusterIP 10.68.26.10 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.180.108 7000/TCP 5m45s\nemailservice ClusterIP 10.68.102.218 5000/TCP 5m45s\nfrontend ClusterIP 10.68.12.0 80/TCP 5m45s\nfrontend-external NodePort 10.68.131.12 80:30080/TCP 5m45s\npaymentservice ClusterIP 10.68.112.131 50051/TCP 5m45s\nproductcatalogservice ClusterIP 10.68.11.7 3550/TCP 5m46s\nrecommendationservice ClusterIP 10.68.194.58 8080/TCP 5m46s\nredis-cart ClusterIP 10.68.229.159 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.156.203 50051/TCP 5m46s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'checkoutservice', 'time_range': '2026-05-19 12:56:28 ~ 2026-05-19 12:59:03', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=0.987s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.11 cores (+6759.7%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=19.05ms -> Current=4364.85ms (+22817.4%) | Peak=6300.00ms | p90latency: Normal=45.06ms -> Current=9024.84ms (+19929.4%) | Peak=12909.09ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-19 12:56:28 ~ 2026-05-19 12:59:03', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=4.50% -> Current=6.77% (+50.5%)']}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 5369,\n \"total_errors\": 6,\n \"total_error_ratio\": 0.0011,\n \"patterns\": [\n {\n \"count\": 6,\n \"ratio\": 0.0011,\n \"sample\": \"2026-05-19T12:59:12.922046479+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"4c4f8bc7-7be0-4dd6-90d4-87c73f347979\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"4dddac95-541f-4116-a96f-f5ed67404165\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T04:59:12.921949306Z\\\"}\"\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: '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\"encoding/csv\"\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\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\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/23/path1.json b/golden-trajectory/boutique/codedefect/23/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..ef8faed77b4ab8bc2feec059df707586a922db97 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/23/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-ssqc4 2/2 Running 0 5m43s\ncartservice-7c5f46fc47-n8tmn 2/2 Running 0 5m42s\ncheckoutservice-6fc6d649d8-d54bs 2/2 Running 0 2m32s\ncurrencyservice-5bc9dbdf66-fshxl 2/2 Running 0 5m41s\nemailservice-c86b9b8f6-hkxdp 2/2 Running 0 5m42s\nfrontend-79bb68d59d-dkq2b 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-p7gq5 2/2 Running 0 5m42s\nproductcatalogservice-5677b598bd-t8h5l 2/2 Running 0 5m43s\nrecommendationservice-786899779d-l6hjf 2/2 Running 0 5m43s\nredis-cart-64b9db6f79-8wqcg 2/2 Running 0 5m43s\nshippingservice-799cbfbc76-99kjs 2/2 Running 0 5m42s" + }, + { + "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 10.68.220.207 9555/TCP 5m46s\ncartservice ClusterIP 10.68.234.42 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.69.24 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.7.82 7000/TCP 5m44s\nemailservice ClusterIP 10.68.219.155 5000/TCP 5m46s\nfrontend ClusterIP 10.68.231.96 80/TCP 5m44s\nfrontend-external NodePort 10.68.129.250 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.206.135 50051/TCP 5m45s\nproductcatalogservice ClusterIP 10.68.157.191 3550/TCP 5m46s\nrecommendationservice ClusterIP 10.68.218.201 8080/TCP 5m46s\nredis-cart ClusterIP 10.68.34.212 6379/TCP 5m46s\nshippingservice ClusterIP 10.68.33.190 50051/TCP 5m45s" + }, + { + "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 15:14:58 ~ 2026-05-19 15:17:33', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=49.32ms -> Current=1268.67ms (+2472.2%) | Peak=5578.95ms']}, {'type': 'Service', 'name': 'checkoutservice', 'time_range': '2026-05-19 15:14:58 ~ 2026-05-19 15:17:33', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=1.094s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.12 cores (+6393.5%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=18.67ms -> Current=4334.76ms (+23114.0%) | Peak=7149.12ms | p90latency: Normal=47.33ms -> Current=9127.39ms (+19182.9%) | Peak=19900.00ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-19 15:14:58 ~ 2026-05-19 15:17:33', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=4.21% -> Current=6.67% (+58.2%)']}]}" + }, + { + "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: '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\"encoding/csv\"\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\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\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/23/path2.json b/golden-trajectory/boutique/codedefect/23/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..070b6d0498bc2b87c8579431c65343eaeac52b54 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/23/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-ssqc4 2/2 Running 0 5m43s\ncartservice-7c5f46fc47-n8tmn 2/2 Running 0 5m42s\ncheckoutservice-6fc6d649d8-d54bs 2/2 Running 0 2m32s\ncurrencyservice-5bc9dbdf66-fshxl 2/2 Running 0 5m41s\nemailservice-c86b9b8f6-hkxdp 2/2 Running 0 5m42s\nfrontend-79bb68d59d-dkq2b 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-p7gq5 2/2 Running 0 5m42s\nproductcatalogservice-5677b598bd-t8h5l 2/2 Running 0 5m43s\nrecommendationservice-786899779d-l6hjf 2/2 Running 0 5m43s\nredis-cart-64b9db6f79-8wqcg 2/2 Running 0 5m43s\nshippingservice-799cbfbc76-99kjs 2/2 Running 0 5m42s" + }, + { + "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 10.68.220.207 9555/TCP 5m46s\ncartservice ClusterIP 10.68.234.42 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.69.24 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.7.82 7000/TCP 5m44s\nemailservice ClusterIP 10.68.219.155 5000/TCP 5m46s\nfrontend ClusterIP 10.68.231.96 80/TCP 5m44s\nfrontend-external NodePort 10.68.129.250 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.206.135 50051/TCP 5m45s\nproductcatalogservice ClusterIP 10.68.157.191 3550/TCP 5m46s\nrecommendationservice ClusterIP 10.68.218.201 8080/TCP 5m46s\nredis-cart ClusterIP 10.68.34.212 6379/TCP 5m46s\nshippingservice ClusterIP 10.68.33.190 50051/TCP 5m45s" + }, + { + "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 15:14:58 ~ 2026-05-19 15:17:33', 'status': 'ABNORMAL', 'evidence': ['LATENCY_DEGRADATION [Slow Response] | p90latency: Normal=49.32ms -> Current=1268.67ms (+2472.2%) | Peak=5578.95ms']}, {'type': 'Service', 'name': 'checkoutservice', 'time_range': '2026-05-19 15:14:58 ~ 2026-05-19 15:17:33', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=1.094s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.12 cores (+6393.5%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=18.67ms -> Current=4334.76ms (+23114.0%) | Peak=7149.12ms | p90latency: Normal=47.33ms -> Current=9127.39ms (+19182.9%) | Peak=19900.00ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-19 15:14:58 ~ 2026-05-19 15:17:33', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=4.21% -> Current=6.67% (+58.2%)']}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 5395,\n \"total_errors\": 6,\n \"total_error_ratio\": 0.0011,\n \"patterns\": [\n {\n \"count\": 5,\n \"ratio\": 0.0009,\n \"sample\": \"2026-05-19T15:17:43.050834001+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"77554bc0-f575-4230-bce5-1fc0ff927e4d\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"68d5f944-4817-4bfa-8788-4e02eee48b64\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T07:17:43.050759678Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T15:17:43.048524488+08:00 {\\\"error\\\":\\\"could not retrieve currencies: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"151755af-a413-4d98-a89c-b603fcdac4ab\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/cart\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"11272c87-eadf-4ded-a463-084f8e339102\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T07:17:43.048430726Z\\\"}\"\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: '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\"encoding/csv\"\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\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\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/24/path1.json b/golden-trajectory/boutique/codedefect/24/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..a548a4f430a081f799a88abd2082243df318f401 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/24/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "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-6f89c99b76-4dbp9 2/2 Running 0 5m43s\ncartservice-7c5f46fc47-vmqzf 2/2 Running 0 5m42s\ncheckoutservice-789d5b7f78-z2mzl 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-kqhl4 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-6sv4w 2/2 Running 0 5m42s\nfrontend-79bb68d59d-ll7pd 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-xxk7b 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-zwgdj 2/2 Running 0 5m41s\nrecommendationservice-786899779d-9q5k7 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-cxtnj 2/2 Running 0 5m41s\nshippingservice-799cbfbc76-7nxqg 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 10.68.133.94 9555/TCP 5m46s\ncartservice ClusterIP 10.68.23.13 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.81.227 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.100.87 7000/TCP 5m45s\nemailservice ClusterIP 10.68.6.58 5000/TCP 5m45s\nfrontend ClusterIP 10.68.69.65 80/TCP 5m45s\nfrontend-external NodePort 10.68.117.148 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.154.136 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.40.36 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.129.84 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.83.12 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.156.20 50051/TCP 5m43s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-18 16:48:42 ~ 2026-05-18 16:51:17', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 198, '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\": 6198,\n \"total_errors\": 197,\n \"total_error_ratio\": 0.0318,\n \"patterns\": [\n {\n \"count\": 197,\n \"ratio\": 0.0318,\n \"sample\": \"2026-05-18T16:51:24.069745547+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Internal desc = failed to charge card: connect error.\\\",\\\"http.req.id\\\":\\\"ad986b73-cc0e-4bce-884a-200edf995dc4\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"ce7d23e9-9853-4d0d-a460-31facedeeb4f\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T08:51:24.069642835Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}", + "output": "No error logs found for checkoutservice in boutique namespace." + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'paymentservice'}", + "output": "No error logs found for paymentservice in boutique namespace." + }, + { + "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\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\terr = fmt.Errorf(\"connect error.\")\n\tif err != nil {\n\t\treturn \"\", 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/24/path2.json b/golden-trajectory/boutique/codedefect/24/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..f7761838954fe46a58a3bb2b69e73c59d3195055 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/24/path2.json @@ -0,0 +1,70 @@ +{ + "statistics": { + "valid_tool_call_count": 10, + "total_trace_steps": 10, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "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-6f89c99b76-4dbp9 2/2 Running 0 5m43s\ncartservice-7c5f46fc47-vmqzf 2/2 Running 0 5m42s\ncheckoutservice-789d5b7f78-z2mzl 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-kqhl4 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-6sv4w 2/2 Running 0 5m42s\nfrontend-79bb68d59d-ll7pd 2/2 Running 0 5m41s\npaymentservice-64b6c744b5-xxk7b 2/2 Running 0 5m41s\nproductcatalogservice-5677b598bd-zwgdj 2/2 Running 0 5m41s\nrecommendationservice-786899779d-9q5k7 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-cxtnj 2/2 Running 0 5m41s\nshippingservice-799cbfbc76-7nxqg 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 10.68.133.94 9555/TCP 5m46s\ncartservice ClusterIP 10.68.23.13 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.81.227 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.100.87 7000/TCP 5m45s\nemailservice ClusterIP 10.68.6.58 5000/TCP 5m45s\nfrontend ClusterIP 10.68.69.65 80/TCP 5m45s\nfrontend-external NodePort 10.68.117.148 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.154.136 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.40.36 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.129.84 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.83.12 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.156.20 50051/TCP 5m43s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-18 16:48:42 ~ 2026-05-18 16:51:17', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 198, '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\": 6198,\n \"total_errors\": 197,\n \"total_error_ratio\": 0.0318,\n \"patterns\": [\n {\n \"count\": 197,\n \"ratio\": 0.0318,\n \"sample\": \"2026-05-18T16:51:24.069745547+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Internal desc = failed to charge card: connect error.\\\",\\\"http.req.id\\\":\\\"ad986b73-cc0e-4bce-884a-200edf995dc4\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"ce7d23e9-9853-4d0d-a460-31facedeeb4f\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T08:51:24.069642835Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}", + "output": "No error logs found for checkoutservice in boutique namespace." + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'paymentservice'}", + "output": "No error logs found for paymentservice 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 172.20.2.59:9555 6m5s\ncartservice 172.20.1.207:7070 6m4s\ncheckoutservice 172.20.1.214:5050 6m4s\ncurrencyservice 172.20.1.208:7000 6m4s\nemailservice 172.20.2.61:8080 6m4s\nfrontend 172.20.1.209:8080 6m4s\nfrontend-external 172.20.1.209:8080 6m3s\npaymentservice 172.20.2.62:50051 6m3s\nproductcatalogservice 172.20.1.212:3550 6m3s\nrecommendationservice 172.20.2.63:8080 6m3s\nredis-cart 172.20.1.213:6379 6m3s\nshippingservice 172.20.2.64:50051 6m2s" + }, + { + "tool_name": "CheckServiceConnectivity", + "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'paymentservice', port: 50051}", + "output": "paymentservice (172.20.2.62:50051) open\nConnection Succeeded" + }, + { + "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\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\terr = fmt.Errorf(\"connect error.\")\n\tif err != nil {\n\t\treturn \"\", 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/25/path1.json b/golden-trajectory/boutique/codedefect/25/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..9cfa4c5320533db5c604bec5da55c3d165dd81f2 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/25/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-l4wtz 2/2 Running 0 5m52s\ncartservice-7c5f46fc47-x8w2d 2/2 Running 0 5m52s\ncheckoutservice-5bd966485c-wpmrn 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-8d6t9 2/2 Running 0 5m52s\nemailservice-c86b9b8f6-bpnjj 2/2 Running 0 5m52s\nfrontend-79bb68d59d-qzxsx 2/2 Running 0 5m51s\npaymentservice-64b6c744b5-dl5wv 2/2 Running 0 5m51s\nproductcatalogservice-5677b598bd-dwdgz 2/2 Running 0 5m51s\nrecommendationservice-786899779d-j48nc 2/2 Running 0 5m51s\nredis-cart-64b9db6f79-mxzcx 2/2 Running 0 5m50s\nshippingservice-799cbfbc76-mbl2h 2/2 Running 0 5m50s" + }, + { + "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 10.68.100.209 9555/TCP 5m55s\ncartservice ClusterIP 10.68.62.124 7070/TCP 5m55s\ncheckoutservice ClusterIP 10.68.249.104 5050/TCP 5m55s\ncurrencyservice ClusterIP 10.68.185.124 7000/TCP 5m55s\nemailservice ClusterIP 10.68.206.22 5000/TCP 5m55s\nfrontend ClusterIP 10.68.181.3 80/TCP 5m54s\nfrontend-external NodePort 10.68.45.117 80:30080/TCP 5m54s\npaymentservice ClusterIP 10.68.18.191 50051/TCP 5m54s\nproductcatalogservice ClusterIP 10.68.222.252 3550/TCP 5m54s\nrecommendationservice ClusterIP 10.68.134.110 8080/TCP 5m54s\nredis-cart ClusterIP 10.68.2.174 6379/TCP 5m54s\nshippingservice ClusterIP 10.68.96.53 50051/TCP 5m53s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-18 16:55:45 ~ 2026-05-18 16:58:20', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 179, '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\": 6021,\n \"total_errors\": 177,\n \"total_error_ratio\": 0.0294,\n \"patterns\": [\n {\n \"count\": 176,\n \"ratio\": 0.0292,\n \"sample\": \"2026-05-18T16:58:30.049114487+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Internal desc = failed to charge card: charge card error.\\\",\\\"http.req.id\\\":\\\"4f051bb1-5820-4716-af27-87ef2c016d3f\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"1e86ea4c-bdf8-4bf1-8a8d-d4651ade7e90\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T08:58:30.048995944Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-18T16:58:30.287126270+08:00 {\\\"error\\\":\\\"could not retrieve cart: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"87c56f11-eef9-4f49-85c9-384b37a81dfa\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/cart\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"41a36d84-f407-4da1-9018-acf005597116\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T08:58:30.287048603Z\\\"}\"\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: 'checkoutservice', show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME ENDPOINTS AGE\ncheckoutservice 172.20.1.220:5050 6m14s" + }, + { + "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\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\terr = fmt.Errorf(\"charge card error.\")\n\tif err != nil {\n\t\treturn \"\", 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/25/path2.json b/golden-trajectory/boutique/codedefect/25/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..e5a6c91a7e07effb6aa00f6bbe36640ee1353b6c --- /dev/null +++ b/golden-trajectory/boutique/codedefect/25/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-l4wtz 2/2 Running 0 5m52s\ncartservice-7c5f46fc47-x8w2d 2/2 Running 0 5m52s\ncheckoutservice-5bd966485c-wpmrn 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-8d6t9 2/2 Running 0 5m52s\nemailservice-c86b9b8f6-bpnjj 2/2 Running 0 5m52s\nfrontend-79bb68d59d-qzxsx 2/2 Running 0 5m51s\npaymentservice-64b6c744b5-dl5wv 2/2 Running 0 5m51s\nproductcatalogservice-5677b598bd-dwdgz 2/2 Running 0 5m51s\nrecommendationservice-786899779d-j48nc 2/2 Running 0 5m51s\nredis-cart-64b9db6f79-mxzcx 2/2 Running 0 5m50s\nshippingservice-799cbfbc76-mbl2h 2/2 Running 0 5m50s" + }, + { + "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 10.68.100.209 9555/TCP 5m55s\ncartservice ClusterIP 10.68.62.124 7070/TCP 5m55s\ncheckoutservice ClusterIP 10.68.249.104 5050/TCP 5m55s\ncurrencyservice ClusterIP 10.68.185.124 7000/TCP 5m55s\nemailservice ClusterIP 10.68.206.22 5000/TCP 5m55s\nfrontend ClusterIP 10.68.181.3 80/TCP 5m54s\nfrontend-external NodePort 10.68.45.117 80:30080/TCP 5m54s\npaymentservice ClusterIP 10.68.18.191 50051/TCP 5m54s\nproductcatalogservice ClusterIP 10.68.222.252 3550/TCP 5m54s\nrecommendationservice ClusterIP 10.68.134.110 8080/TCP 5m54s\nredis-cart ClusterIP 10.68.2.174 6379/TCP 5m54s\nshippingservice ClusterIP 10.68.96.53 50051/TCP 5m53s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-18 16:55:45 ~ 2026-05-18 16:58:20', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 179, '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\": 6021,\n \"total_errors\": 177,\n \"total_error_ratio\": 0.0294,\n \"patterns\": [\n {\n \"count\": 176,\n \"ratio\": 0.0292,\n \"sample\": \"2026-05-18T16:58:30.049114487+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Internal desc = failed to charge card: charge card error.\\\",\\\"http.req.id\\\":\\\"4f051bb1-5820-4716-af27-87ef2c016d3f\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"1e86ea4c-bdf8-4bf1-8a8d-d4651ade7e90\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T08:58:30.048995944Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-18T16:58:30.287126270+08:00 {\\\"error\\\":\\\"could not retrieve cart: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"87c56f11-eef9-4f49-85c9-384b37a81dfa\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/cart\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"41a36d84-f407-4da1-9018-acf005597116\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T08:58:30.287048603Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetRecentLogs", + "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "['From frontend logs:', '2026-05-18T16:58:28.388907374+08:00 {\"http.req.id\":\"81c4925f-c497-4691-8e1a-d24d932f7767\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart\",\"message\":\"request started\",\"session\":\"7ae61706-bec0-4ee5-93d0-f79dd3f0d71b\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:28.388842544Z\"}', '2026-05-18T16:58:28.388943685+08:00 {\"http.req.id\":\"81c4925f-c497-4691-8e1a-d24d932f7767\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart\",\"message\":\"adding to cart\",\"product\":\"L9ECAV7KIM\",\"quantity\":9,\"session\":\"7ae61706-bec0-4ee5-93d0-f79dd3f0d71b\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:28.388898098Z\"}', '2026-05-18T16:58:28.391688166+08:00 {\"http.req.id\":\"81c4925f-c497-4691-8e1a-d24d932f7767\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart\",\"http.resp.bytes\":0,\"http.resp.status\":302,\"http.resp.took_ms\":2,\"message\":\"request complete\",\"session\":\"7ae61706-bec0-4ee5-93d0-f79dd3f0d71b\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:28.391590473Z\"}', '2026-05-18T16:58:28.392635746+08:00 {\"http.req.id\":\"d41047ee-0541-4527-ae8b-6b748fd212a5\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"message\":\"request started\",\"session\":\"7ae61706-bec0-4ee5-93d0-f79dd3f0d71b\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:28.392575549Z\"}', '2026-05-18T16:58:28.392640150+08:00 {\"http.req.id\":\"d41047ee-0541-4527-ae8b-6b748fd212a5\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"message\":\"view user cart\",\"session\":\"7ae61706-bec0-4ee5-93d0-f79dd3f0d71b\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:28.392597953Z\"}', '2026-05-18T16:58:28.412258707+08:00 {\"http.req.id\":\"d41047ee-0541-4527-ae8b-6b748fd212a5\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"http.resp.bytes\":19297,\"http.resp.status\":200,\"http.resp.took_ms\":19,\"message\":\"request complete\",\"session\":\"7ae61706-bec0-4ee5-93d0-f79dd3f0d71b\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:28.412181899Z\"}', '2026-05-18T16:58:28.463149922+08:00 {\"http.req.id\":\"57977a45-4026-4334-a5ba-b886f8d3c3ef\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/66VCHSJNUP\",\"message\":\"request started\",\"session\":\"25db2306-6cdf-4f6d-b436-67c3444ba1bd\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:28.463033509Z\"}', '2026-05-18T16:58:28.463164271+08:00 {\"currency\":\"USD\",\"http.req.id\":\"57977a45-4026-4334-a5ba-b886f8d3c3ef\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/66VCHSJNUP\",\"id\":\"66VCHSJNUP\",\"message\":\"serving product page\",\"session\":\"25db2306-6cdf-4f6d-b436-67c3444ba1bd\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:28.463071253Z\"}', '2026-05-18T16:58:28.480326804+08:00 {\"http.req.id\":\"57977a45-4026-4334-a5ba-b886f8d3c3ef\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/66VCHSJNUP\",\"http.resp.bytes\":8046,\"http.resp.status\":200,\"http.resp.took_ms\":17,\"message\":\"request complete\",\"session\":\"25db2306-6cdf-4f6d-b436-67c3444ba1bd\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:28.480231795Z\"}', '2026-05-18T16:58:28.539691878+08:00 {\"http.req.id\":\"70b0f248-e5c2-40f4-88e9-d50aa9d36824\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"message\":\"request started\",\"session\":\"8e6e7994-ddb4-4233-baa2-20d1dbf6f4db\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:28.539533449Z\"}', '2026-05-18T16:58:28.539710731+08:00 {\"http.req.id\":\"70b0f248-e5c2-40f4-88e9-d50aa9d36824\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"message\":\"placing order\",\"session\":\"8e6e7994-ddb4-4233-baa2-20d1dbf6f4db\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:28.539587268Z\"}', '2026-05-18T16:58:28.555847065+08:00 {\"error\":\"failed to complete the order: rpc error: code = Internal desc = failed to charge card: charge card error.\",\"http.req.id\":\"70b0f248-e5c2-40f4-88e9-d50aa9d36824\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"message\":\"request error\",\"session\":\"8e6e7994-ddb4-4233-baa2-20d1dbf6f4db\",\"severity\":\"error\",\"timestamp\":\"2026-05-18T08:58:28.555744911Z\"}', '2026-05-18T16:58:28.556089304+08:00 {\"http.req.id\":\"70b0f248-e5c2-40f4-88e9-d50aa9d36824\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"http.resp.bytes\":5022,\"http.resp.status\":500,\"http.resp.took_ms\":16,\"message\":\"request complete\",\"session\":\"8e6e7994-ddb4-4233-baa2-20d1dbf6f4db\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:28.556027116Z\"}', '2026-05-18T16:58:29.055023564+08:00 {\"http.req.id\":\"d7b693bd-f171-4e31-b830-dd76df153dbc\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"message\":\"request started\",\"session\":\"08ac7497-f649-4b78-9a4b-010379f1e28c\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:29.054893213Z\"}', '2026-05-18T16:58:29.055044290+08:00 {\"currency\":\"USD\",\"http.req.id\":\"d7b693bd-f171-4e31-b830-dd76df153dbc\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"id\":\"6E92ZMYYFZ\",\"message\":\"serving product page\",\"session\":\"08ac7497-f649-4b78-9a4b-010379f1e28c\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:29.05493641Z\"}', '2026-05-18T16:58:29.073326078+08:00 {\"http.req.id\":\"d7b693bd-f171-4e31-b830-dd76df153dbc\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"http.resp.bytes\":8017,\"http.resp.status\":200,\"http.resp.took_ms\":18,\"message\":\"request complete\",\"session\":\"08ac7497-f649-4b78-9a4b-010379f1e28c\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:29.073224843Z\"}', '2026-05-18T16:58:29.466701050+08:00 {\"http.req.id\":\"514104c6-aa7f-4327-a744-1fabac9e7532\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/LS4PSXUNUM\",\"message\":\"request started\",\"session\":\"eda66dbd-447c-47a4-9b4e-2f51c975ff7a\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:29.466587553Z\"}', '2026-05-18T16:58:29.466725445+08:00 {\"currency\":\"JPY\",\"http.req.id\":\"514104c6-aa7f-4327-a744-1fabac9e7532\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/LS4PSXUNUM\",\"id\":\"LS4PSXUNUM\",\"message\":\"serving product page\",\"session\":\"eda66dbd-447c-47a4-9b4e-2f51c975ff7a\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:29.466629114Z\"}', '2026-05-18T16:58:29.484146989+08:00 {\"http.req.id\":\"514104c6-aa7f-4327-a744-1fabac9e7532\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/LS4PSXUNUM\",\"http.resp.bytes\":8071,\"http.resp.status\":200,\"http.resp.took_ms\":17,\"message\":\"request complete\",\"session\":\"eda66dbd-447c-47a4-9b4e-2f51c975ff7a\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:29.484048787Z\"}', '2026-05-18T16:58:29.540116735+08:00 {\"http.req.id\":\"be69cffb-1bbe-4c8c-a57b-e4a42aaab43f\",\"http.req.method\":\"POST\",\"http.req.path\":\"/setCurrency\",\"message\":\"request started\",\"session\":\"e49c6961-5e3b-442f-91c6-a1dfd02a323c\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:29.539911069Z\"}', '2026-05-18T16:58:29.540275237+08:00 {\"curr.new\":\"USD\",\"curr.old\":\"TRY\",\"http.req.id\":\"be69cffb-1bbe-4c8c-a57b-e4a42aaab43f\",\"http.req.method\":\"POST\",\"http.req.path\":\"/setCurrency\",\"message\":\"setting currency\",\"session\":\"e49c6961-5e3b-442f-91c6-a1dfd02a323c\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:29.540195867Z\"}', '2026-05-18T16:58:29.540292807+08:00 {\"http.req.id\":\"be69cffb-1bbe-4c8c-a57b-e4a42aaab43f\",\"http.req.method\":\"POST\",\"http.req.path\":\"/setCurrency\",\"http.resp.bytes\":0,\"http.resp.status\":302,\"http.resp.took_ms\":0,\"message\":\"request complete\",\"session\":\"e49c6961-5e3b-442f-91c6-a1dfd02a323c\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:29.540228899Z\"}', '2026-05-18T16:58:29.541655270+08:00 {\"http.req.id\":\"d736e835-42e0-43db-953f-374fb725ac1c\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"e49c6961-5e3b-442f-91c6-a1dfd02a323c\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:29.541586791Z\"}', '2026-05-18T16:58:29.541663378+08:00 {\"currency\":\"USD\",\"http.req.id\":\"d736e835-42e0-43db-953f-374fb725ac1c\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"e49c6961-5e3b-442f-91c6-a1dfd02a323c\",\"severity\":\"info\",\"timestamp\":\"2026-05-18T08:58:29.54161721Z\"}', '2026-05-18T16:58:29.557277002+08:00 env platform is either empty or invalid', '2026-05-18T16:58:29.557664173+08:00 {\"http.req.id\":\"d736e835-42e0-43db-953f-374fb725ac1c\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"e49c6961-5e3b-442f-91c6-a1dfd02a323c\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:29.557604866Z\"}', '2026-05-18T16:58:29.560210030+08:00 {\"http.req.id\":\"d736e835-42e0-43db-953f-374fb725ac1c\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10589,\"http.resp.status\":200,\"http.resp.took_ms\":18,\"message\":\"request complete\",\"session\":\"e49c6961-5e3b-442f-91c6-a1dfd02a323c\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:29.560148065Z\"}', '2026-05-18T16:58:29.637924839+08:00 {\"http.req.id\":\"c068df4c-745c-48ad-987f-6ba841e958c4\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"message\":\"request started\",\"session\":\"de81ee14-737f-4c85-9c13-db0da315c584\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:29.637816771Z\"}', '2026-05-18T16:58:29.637942410+08:00 {\"currency\":\"CAD\",\"http.req.id\":\"c068df4c-745c-48ad-987f-6ba841e958c4\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"id\":\"6E92ZMYYFZ\",\"message\":\"serving product page\",\"session\":\"de81ee14-737f-4c85-9c13-db0da315c584\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:29.637854617Z\"}', '2026-05-18T16:58:29.655361065+08:00 {\"http.req.id\":\"c068df4c-745c-48ad-987f-6ba841e958c4\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"http.resp.bytes\":8048,\"http.resp.status\":200,\"http.resp.took_ms\":17,\"message\":\"request complete\",\"session\":\"de81ee14-737f-4c85-9c13-db0da315c584\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:29.655230888Z\"}', '2026-05-18T16:58:29.789070799+08:00 {\"http.req.id\":\"3451ead7-9de3-41e0-bc70-53f4bff97215\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"message\":\"request started\",\"session\":\"57045bb2-1377-4265-8c21-a2eb833dda44\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:29.788947325Z\"}', '2026-05-18T16:58:29.789106571+08:00 {\"currency\":\"JPY\",\"http.req.id\":\"3451ead7-9de3-41e0-bc70-53f4bff97215\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"id\":\"6E92ZMYYFZ\",\"message\":\"serving product page\",\"session\":\"57045bb2-1377-4265-8c21-a2eb833dda44\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:29.788987452Z\"}', '2026-05-18T16:58:29.806286193+08:00 {\"http.req.id\":\"3451ead7-9de3-41e0-bc70-53f4bff97215\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/6E92ZMYYFZ\",\"http.resp.bytes\":8046,\"http.resp.status\":200,\"http.resp.took_ms\":17,\"message\":\"request complete\",\"session\":\"57045bb2-1377-4265-8c21-a2eb833dda44\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:29.806193663Z\"}', '2026-05-18T16:58:30.030803708+08:00 {\"http.req.id\":\"4f051bb1-5820-4716-af27-87ef2c016d3f\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"message\":\"request started\",\"session\":\"1e86ea4c-bdf8-4bf1-8a8d-d4651ade7e90\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:30.030677436Z\"}', '2026-05-18T16:58:30.030835468+08:00 {\"http.req.id\":\"4f051bb1-5820-4716-af27-87ef2c016d3f\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"message\":\"placing order\",\"session\":\"1e86ea4c-bdf8-4bf1-8a8d-d4651ade7e90\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:30.030713367Z\"}', '2026-05-18T16:58:30.049114487+08:00 {\"error\":\"failed to complete the order: rpc error: code = Internal desc = failed to charge card: charge card error.\",\"http.req.id\":\"4f051bb1-5820-4716-af27-87ef2c016d3f\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"message\":\"request error\",\"session\":\"1e86ea4c-bdf8-4bf1-8a8d-d4651ade7e90\",\"severity\":\"error\",\"timestamp\":\"2026-05-18T08:58:30.048995944Z\"}', '2026-05-18T16:58:30.049319860+08:00 {\"http.req.id\":\"4f051bb1-5820-4716-af27-87ef2c016d3f\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"http.resp.bytes\":5022,\"http.resp.status\":500,\"http.resp.took_ms\":18,\"message\":\"request complete\",\"session\":\"1e86ea4c-bdf8-4bf1-8a8d-d4651ade7e90\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:30.049241766Z\"}', '2026-05-18T16:58:30.103331833+08:00 {\"http.req.id\":\"6e00a8b7-fbb2-43bd-bc52-56c0a8d5c96c\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"message\":\"request started\",\"session\":\"645f6217-0561-4967-96f9-aec5215abb20\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:30.103237388Z\"}', '2026-05-18T16:58:30.103349695+08:00 {\"http.req.id\":\"6e00a8b7-fbb2-43bd-bc52-56c0a8d5c96c\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"message\":\"view user cart\",\"session\":\"645f6217-0561-4967-96f9-aec5215abb20\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:30.10327063Z\"}', '2026-05-18T16:58:30.103450451+08:00 {\"http.req.id\":\"0e62da9e-0d5a-4feb-8c11-896549fa0a9b\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/OLJCESPC7Z\",\"message\":\"request started\",\"session\":\"b7d557df-54bf-487c-8eb9-187e14f73382\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:30.103405938Z\"}', '2026-05-18T16:58:30.103553297+08:00 {\"currency\":\"TRY\",\"http.req.id\":\"0e62da9e-0d5a-4feb-8c11-896549fa0a9b\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/OLJCESPC7Z\",\"id\":\"OLJCESPC7Z\",\"message\":\"serving product page\",\"session\":\"b7d557df-54bf-487c-8eb9-187e14f73382\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:30.103435348Z\"}', '2026-05-18T16:58:30.120509628+08:00 {\"http.req.id\":\"0e62da9e-0d5a-4feb-8c11-896549fa0a9b\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/OLJCESPC7Z\",\"http.resp.bytes\":7968,\"http.resp.status\":200,\"http.resp.took_ms\":17,\"message\":\"request complete\",\"session\":\"b7d557df-54bf-487c-8eb9-187e14f73382\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:30.120411842Z\"}', '2026-05-18T16:58:30.123830805+08:00 {\"http.req.id\":\"6e00a8b7-fbb2-43bd-bc52-56c0a8d5c96c\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"http.resp.bytes\":17885,\"http.resp.status\":200,\"http.resp.took_ms\":20,\"message\":\"request complete\",\"session\":\"645f6217-0561-4967-96f9-aec5215abb20\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:30.123736476Z\"}', '2026-05-18T16:58:30.219472237+08:00 {\"http.req.id\":\"a5f4eeb3-9abd-4898-8ad8-eaca5a3b1c7c\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/L9ECAV7KIM\",\"message\":\"request started\",\"session\":\"310d026d-2aa4-47d0-88b1-0ab234c8213c\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:30.219349254Z\"}', '2026-05-18T16:58:30.219505647+08:00 {\"currency\":\"CAD\",\"http.req.id\":\"a5f4eeb3-9abd-4898-8ad8-eaca5a3b1c7c\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/L9ECAV7KIM\",\"id\":\"L9ECAV7KIM\",\"message\":\"serving product page\",\"session\":\"310d026d-2aa4-47d0-88b1-0ab234c8213c\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:30.219401234Z\"}', '2026-05-18T16:58:30.236616900+08:00 {\"http.req.id\":\"a5f4eeb3-9abd-4898-8ad8-eaca5a3b1c7c\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/L9ECAV7KIM\",\"http.resp.bytes\":7947,\"http.resp.status\":200,\"http.resp.took_ms\":17,\"message\":\"request complete\",\"session\":\"310d026d-2aa4-47d0-88b1-0ab234c8213c\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:30.236513337Z\"}', '2026-05-18T16:58:30.284018023+08:00 {\"http.req.id\":\"87c56f11-eef9-4f49-85c9-384b37a81dfa\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"message\":\"request started\",\"session\":\"41a36d84-f407-4da1-9018-acf005597116\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:30.283887664Z\"}', '2026-05-18T16:58:30.284035294+08:00 {\"http.req.id\":\"87c56f11-eef9-4f49-85c9-384b37a81dfa\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"message\":\"view user cart\",\"session\":\"41a36d84-f407-4da1-9018-acf005597116\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:30.283933752Z\"}', '2026-05-18T16:58:30.287126270+08:00 {\"error\":\"could not retrieve cart: rpc error: code = Canceled desc = context canceled\",\"http.req.id\":\"87c56f11-eef9-4f49-85c9-384b37a81dfa\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"message\":\"request error\",\"session\":\"41a36d84-f407-4da1-9018-acf005597116\",\"severity\":\"error\",\"timestamp\":\"2026-05-18T08:58:30.287048603Z\"}', '2026-05-18T16:58:30.287351240+08:00 {\"http.req.id\":\"87c56f11-eef9-4f49-85c9-384b37a81dfa\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"http.resp.bytes\":4990,\"http.resp.status\":500,\"http.resp.took_ms\":3,\"message\":\"request complete\",\"session\":\"41a36d84-f407-4da1-9018-acf005597116\",\"severity\":\"debug\",\"timestamp\":\"2026-05-18T08:58:30.28729261Z\"}', '', 'From istio-proxy logs:', '2026-05-18T08:52:33.637387Z\\tinfo\\tFLAG: --proxyLogLevel=\"warning\"', '2026-05-18T08:52:33.637389Z\\tinfo\\tFLAG: --serviceCluster=\"istio-proxy\"', '2026-05-18T08:52:33.637394Z\\tinfo\\tFLAG: --stsPort=\"0\"', '2026-05-18T08:52:33.637396Z\\tinfo\\tFLAG: --templateFile=\"\"', '2026-05-18T08:52:33.637399Z\\tinfo\\tFLAG: --tokenManagerPlugin=\"\"', '2026-05-18T08:52:33.637401Z\\tinfo\\tFLAG: --vklog=\"0\"', '2026-05-18T08:52:33.637407Z\\tinfo\\tVersion 1.27.3-df538c2279a633544e6c0961a03ab772729933be-Clean', '2026-05-18T08:52:33.638057Z\\tinfo\\tProxy role\\tips=[172.20.1.217] type=sidecar id=frontend-79bb68d59d-qzxsx.boutique domain=boutique.svc.cluster.local', '2026-05-18T08:52:33.638123Z\\tinfo\\tApply proxy config from env {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}', '2026-05-18T08:52:33.639333Z\\tinfo\\tcpu limit detected as 2, setting concurrency', '2026-05-18T08:52:33.639549Z\\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', '2026-05-18T08:52:33.639556Z\\tinfo\\tJWT policy is third-party-jwt', '2026-05-18T08:52:33.639559Z\\tinfo\\tusing credential fetcher of JWT type in cluster.local trust domain', '2026-05-18T08:52:33.674079Z\\tinfo\\tStarting default Istio SDS Server', '2026-05-18T08:52:33.674102Z\\tinfo\\tCA Endpoint istiod.istio-system.svc:15012, provider Citadel', '2026-05-18T08:52:33.674116Z\\tinfo\\tUsing CA istiod.istio-system.svc:15012 cert with certs: var/run/secrets/istio/root-cert.pem', '2026-05-18T08:52:33.674480Z\\tinfo\\tOpening status port 15020', '2026-05-18T08:52:33.675656Z\\tinfo\\txdsproxy\\tInitializing with upstream address \"istiod.istio-system.svc:15012\" and cluster \"Kubernetes\"', '2026-05-18T08:52:33.676106Z\\tinfo\\tsds\\tStarting SDS grpc server', '2026-05-18T08:52:33.676126Z\\tinfo\\tsds\\tStarting SDS server for workload certificates, will listen on \"var/run/secrets/workload-spiffe-uds/socket\"', '2026-05-18T08:52:33.676842Z\\tinfo\\tPilot SAN: [istiod.istio-system.svc]', '2026-05-18T08:52:33.677673Z\\tinfo\\tStarting proxy agent', '2026-05-18T08:52:33.677728Z\\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]', '2026-05-18T08:52:33.741553Z\\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', '2026-05-18T08:52:33.742628Z\\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', '2026-05-18T08:52:33.748593Z\\tinfo\\txdsproxy\\tconnected to delta upstream XDS server: istiod.istio-system.svc:15012\\tid=1', '2026-05-18T08:52:33.790181Z\\tinfo\\tads\\tADS: new connection for node:1', '2026-05-18T08:52:33.791312Z\\tinfo\\tads\\tADS: new connection for node:2', '2026-05-18T08:52:34.089183Z\\tinfo\\tcache\\tgenerated new workload certificate\\tresourceName=default latency=412.977158ms ttl=23h59m59.910820559s', '2026-05-18T08:52:34.089218Z\\tinfo\\tcache\\tRoot cert has changed, start rotating root cert', '2026-05-18T08:52:34.089253Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.910748291s', '2026-05-18T08:52:34.089278Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.910722423s', '2026-05-18T08:52:34.089374Z\\tinfo\\tcache\\treturned workload certificate from cache\\tttl=23h59m59.910631021s', '2026-05-18T08:52:34.089701Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.91029971s', '2026-05-18T08:52:34.486248Z\\tinfo\\tReadiness succeeded in 851.130555ms', '2026-05-18T08:52:34.486563Z\\tinfo\\tEnvoy proxy is ready']" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}", + "output": "No error logs found for checkoutservice 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\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\terr = fmt.Errorf(\"charge card error.\")\n\tif err != nil {\n\t\treturn \"\", 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/26/path1.json b/golden-trajectory/boutique/codedefect/26/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..f101aed1a72a3b091cae35240d7d2a1ca455855f --- /dev/null +++ b/golden-trajectory/boutique/codedefect/26/path1.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-l485w 2/2 Running 0 5m53s\ncartservice-7c5f46fc47-vzfq4 2/2 Running 0 5m53s\ncheckoutservice-5bd966485c-wmw2d 2/2 Running 0 2m32s\ncurrencyservice-5bc9dbdf66-5vxgk 2/2 Running 0 5m53s\nemailservice-c86b9b8f6-mtkp7 2/2 Running 0 5m51s\nfrontend-79bb68d59d-w6tx4 2/2 Running 0 5m52s\npaymentservice-64b6c744b5-ncvr5 2/2 Running 0 5m52s\nproductcatalogservice-5677b598bd-p2b9f 2/2 Running 0 5m51s\nrecommendationservice-786899779d-2dxm2 2/2 Running 0 5m51s\nredis-cart-64b9db6f79-wz6tw 2/2 Running 0 5m52s\nshippingservice-799cbfbc76-mcbx5 2/2 Running 0 5m53s" + }, + { + "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 10.68.168.119 9555/TCP 5m56s\ncartservice ClusterIP 10.68.112.240 7070/TCP 5m56s\ncheckoutservice ClusterIP 10.68.65.25 5050/TCP 5m55s\ncurrencyservice ClusterIP 10.68.114.84 7000/TCP 5m56s\nemailservice ClusterIP 10.68.173.129 5000/TCP 5m55s\nfrontend ClusterIP 10.68.117.180 80/TCP 5m56s\nfrontend-external NodePort 10.68.251.247 80:30080/TCP 5m55s\npaymentservice ClusterIP 10.68.226.207 50051/TCP 5m55s\nproductcatalogservice ClusterIP 10.68.12.0 3550/TCP 5m54s\nrecommendationservice ClusterIP 10.68.136.50 8080/TCP 5m54s\nredis-cart ClusterIP 10.68.232.134 6379/TCP 5m55s\nshippingservice ClusterIP 10.68.68.173 50051/TCP 5m56s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-19 12:01:23 ~ 2026-05-19 12:03:58', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 195, '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\": 6207,\n \"total_errors\": 194,\n \"total_error_ratio\": 0.0313,\n \"patterns\": [\n {\n \"count\": 193,\n \"ratio\": 0.0311,\n \"sample\": \"2026-05-19T12:04:07.983133370+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Internal desc = failed to charge card: charge card error.\\\",\\\"http.req.id\\\":\\\"04a6803f-6836-44cc-918f-b73c795e7292\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"c1abf3b0-7b8b-419d-81a8-d116747a9401\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T04:04:07.983045907Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T12:01:38.620871978+08:00 {\\\"error\\\":\\\"failed to complete the order: 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\\\":\\\"02bf69b5-5e9e-445f-835a-3435ff45a326\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"26f71fd1-8993-450c-bf7b-e2751d880a8d\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T04:01:38.62074848Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetRecentLogs", + "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "['From frontend logs:', '2026-05-19T12:04:07.568204219+08:00 {\"http.req.id\":\"d62c2612-17c0-40b5-a3a6-3e0a145ded64\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"message\":\"placing order\",\"session\":\"2343648a-9264-449b-863d-c4cdb187d112\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.568149095Z\"}', '2026-05-19T12:04:07.569798592+08:00 {\"http.req.id\":\"509c5075-864c-46c7-9227-4a93f25aeabc\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/0PUK6V6EV0\",\"http.resp.bytes\":7976,\"http.resp.status\":200,\"http.resp.took_ms\":16,\"message\":\"request complete\",\"session\":\"f1bb7b43-4a6a-4d00-adf7-6fb2b137f5cb\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.569718763Z\"}', '2026-05-19T12:04:07.570934851+08:00 {\"http.req.id\":\"ab9b8fa4-a8c3-4c8a-b1b6-1b8a4335077f\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart\",\"message\":\"request started\",\"session\":\"513701e4-fc80-4e0e-a55d-39fd97847723\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.570861258Z\"}', '2026-05-19T12:04:07.570959593+08:00 {\"http.req.id\":\"ab9b8fa4-a8c3-4c8a-b1b6-1b8a4335077f\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart\",\"message\":\"adding to cart\",\"product\":\"0PUK6V6EV0\",\"quantity\":5,\"session\":\"513701e4-fc80-4e0e-a55d-39fd97847723\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.570907582Z\"}', '2026-05-19T12:04:07.573812284+08:00 {\"http.req.id\":\"ab9b8fa4-a8c3-4c8a-b1b6-1b8a4335077f\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart\",\"http.resp.bytes\":0,\"http.resp.status\":302,\"http.resp.took_ms\":2,\"message\":\"request complete\",\"session\":\"513701e4-fc80-4e0e-a55d-39fd97847723\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.573744432Z\"}', '2026-05-19T12:04:07.574668435+08:00 {\"http.req.id\":\"87f7eb01-c12f-455b-8e4f-b45bd674386a\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"message\":\"request started\",\"session\":\"513701e4-fc80-4e0e-a55d-39fd97847723\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.574609247Z\"}', '2026-05-19T12:04:07.574675103+08:00 {\"http.req.id\":\"87f7eb01-c12f-455b-8e4f-b45bd674386a\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"message\":\"view user cart\",\"session\":\"513701e4-fc80-4e0e-a55d-39fd97847723\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.574627819Z\"}', '2026-05-19T12:04:07.579099908+08:00 {\"error\":\"failed to complete the order: rpc error: code = Internal desc = failed to charge card: charge card error.\",\"http.req.id\":\"d62c2612-17c0-40b5-a3a6-3e0a145ded64\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"message\":\"request error\",\"session\":\"2343648a-9264-449b-863d-c4cdb187d112\",\"severity\":\"error\",\"timestamp\":\"2026-05-19T04:04:07.578979075Z\"}', '2026-05-19T12:04:07.579280782+08:00 {\"http.req.id\":\"d62c2612-17c0-40b5-a3a6-3e0a145ded64\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"http.resp.bytes\":5022,\"http.resp.status\":500,\"http.resp.took_ms\":11,\"message\":\"request complete\",\"session\":\"2343648a-9264-449b-863d-c4cdb187d112\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.579214589Z\"}', '2026-05-19T12:04:07.594055629+08:00 {\"http.req.id\":\"4a53d8a5-16eb-43e5-8f69-9ec5879ae11e\",\"http.req.method\":\"POST\",\"http.req.path\":\"/setCurrency\",\"message\":\"request started\",\"session\":\"a08b377b-9796-46ad-b028-cbb8dd7ca286\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.593966433Z\"}', '2026-05-19T12:04:07.594095142+08:00 {\"curr.new\":\"EUR\",\"curr.old\":\"JPY\",\"http.req.id\":\"4a53d8a5-16eb-43e5-8f69-9ec5879ae11e\",\"http.req.method\":\"POST\",\"http.req.path\":\"/setCurrency\",\"message\":\"setting currency\",\"session\":\"a08b377b-9796-46ad-b028-cbb8dd7ca286\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.594029657Z\"}', '2026-05-19T12:04:07.594099941+08:00 {\"http.req.id\":\"4a53d8a5-16eb-43e5-8f69-9ec5879ae11e\",\"http.req.method\":\"POST\",\"http.req.path\":\"/setCurrency\",\"http.resp.bytes\":0,\"http.resp.status\":302,\"http.resp.took_ms\":0,\"message\":\"request complete\",\"session\":\"a08b377b-9796-46ad-b028-cbb8dd7ca286\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.594079998Z\"}', '2026-05-19T12:04:07.595124605+08:00 {\"http.req.id\":\"65a7f5b6-005d-4a7e-bd39-462d7114255c\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"a08b377b-9796-46ad-b028-cbb8dd7ca286\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.595045712Z\"}', '2026-05-19T12:04:07.595133258+08:00 {\"currency\":\"EUR\",\"http.req.id\":\"65a7f5b6-005d-4a7e-bd39-462d7114255c\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"a08b377b-9796-46ad-b028-cbb8dd7ca286\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T04:04:07.595066585Z\"}', '2026-05-19T12:04:07.598435474+08:00 {\"http.req.id\":\"87f7eb01-c12f-455b-8e4f-b45bd674386a\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"http.resp.bytes\":24272,\"http.resp.status\":200,\"http.resp.took_ms\":23,\"message\":\"request complete\",\"session\":\"513701e4-fc80-4e0e-a55d-39fd97847723\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.598363782Z\"}', '2026-05-19T12:04:07.607042709+08:00 env platform is either empty or invalid', '2026-05-19T12:04:07.607367985+08:00 {\"http.req.id\":\"65a7f5b6-005d-4a7e-bd39-462d7114255c\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"a08b377b-9796-46ad-b028-cbb8dd7ca286\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.607310432Z\"}', '2026-05-19T12:04:07.609835579+08:00 {\"http.req.id\":\"65a7f5b6-005d-4a7e-bd39-462d7114255c\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10518,\"http.resp.status\":200,\"http.resp.took_ms\":14,\"message\":\"request complete\",\"session\":\"a08b377b-9796-46ad-b028-cbb8dd7ca286\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.609774336Z\"}', '2026-05-19T12:04:07.702570370+08:00 {\"http.req.id\":\"710d399c-97d4-4180-ad86-c229ed94045c\",\"http.req.method\":\"POST\",\"http.req.path\":\"/setCurrency\",\"message\":\"request started\",\"session\":\"0cfb1cd9-def4-46d1-9677-8ae04216bafa\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.702499258Z\"}', '2026-05-19T12:04:07.702597884+08:00 {\"curr.new\":\"GBP\",\"curr.old\":\"USD\",\"http.req.id\":\"710d399c-97d4-4180-ad86-c229ed94045c\",\"http.req.method\":\"POST\",\"http.req.path\":\"/setCurrency\",\"message\":\"setting currency\",\"session\":\"0cfb1cd9-def4-46d1-9677-8ae04216bafa\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.702562096Z\"}', '2026-05-19T12:04:07.702602925+08:00 {\"http.req.id\":\"710d399c-97d4-4180-ad86-c229ed94045c\",\"http.req.method\":\"POST\",\"http.req.path\":\"/setCurrency\",\"http.resp.bytes\":0,\"http.resp.status\":302,\"http.resp.took_ms\":0,\"message\":\"request complete\",\"session\":\"0cfb1cd9-def4-46d1-9677-8ae04216bafa\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.702585741Z\"}', '2026-05-19T12:04:07.703689723+08:00 {\"http.req.id\":\"bf3e1076-602d-418e-9b93-907b0eab0b0f\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"0cfb1cd9-def4-46d1-9677-8ae04216bafa\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.703648776Z\"}', '2026-05-19T12:04:07.703708873+08:00 {\"currency\":\"GBP\",\"http.req.id\":\"bf3e1076-602d-418e-9b93-907b0eab0b0f\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"0cfb1cd9-def4-46d1-9677-8ae04216bafa\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T04:04:07.703665183Z\"}', '2026-05-19T12:04:07.718158579+08:00 env platform is either empty or invalid', '2026-05-19T12:04:07.718501735+08:00 {\"http.req.id\":\"bf3e1076-602d-418e-9b93-907b0eab0b0f\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"0cfb1cd9-def4-46d1-9677-8ae04216bafa\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.71844369Z\"}', '2026-05-19T12:04:07.721457155+08:00 {\"http.req.id\":\"bf3e1076-602d-418e-9b93-907b0eab0b0f\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10598,\"http.resp.status\":200,\"http.resp.took_ms\":17,\"message\":\"request complete\",\"session\":\"0cfb1cd9-def4-46d1-9677-8ae04216bafa\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.721372282Z\"}', '2026-05-19T12:04:07.739129751+08:00 {\"http.req.id\":\"0d75c267-d524-45bf-93c5-79e42f9829df\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"message\":\"request started\",\"session\":\"dd32f991-3987-4f5f-a68c-868e8095689e\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.739030256Z\"}', '2026-05-19T12:04:07.739141481+08:00 {\"http.req.id\":\"0d75c267-d524-45bf-93c5-79e42f9829df\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"message\":\"view user cart\",\"session\":\"dd32f991-3987-4f5f-a68c-868e8095689e\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.739060037Z\"}', '2026-05-19T12:04:07.763792221+08:00 {\"http.req.id\":\"0d75c267-d524-45bf-93c5-79e42f9829df\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"http.resp.bytes\":23237,\"http.resp.status\":200,\"http.resp.took_ms\":24,\"message\":\"request complete\",\"session\":\"dd32f991-3987-4f5f-a68c-868e8095689e\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.763693441Z\"}', '2026-05-19T12:04:07.806981846+08:00 {\"http.req.id\":\"d6b9e341-a452-4cc0-8d2d-f186a29fec6c\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"message\":\"request started\",\"session\":\"90344084-c38a-4e18-8391-de038083bbe9\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.806874141Z\"}', '2026-05-19T12:04:07.807008318+08:00 {\"http.req.id\":\"d6b9e341-a452-4cc0-8d2d-f186a29fec6c\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"message\":\"placing order\",\"session\":\"90344084-c38a-4e18-8391-de038083bbe9\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.806910446Z\"}', '2026-05-19T12:04:07.807602393+08:00 {\"http.req.id\":\"1b3280c2-7d02-4bd6-a114-a908f8cfc8ee\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"message\":\"request started\",\"session\":\"5f848c83-544c-414c-8fc7-8db15c912ed3\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.807536138Z\"}', '2026-05-19T12:04:07.807629586+08:00 {\"http.req.id\":\"1b3280c2-7d02-4bd6-a114-a908f8cfc8ee\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"message\":\"placing order\",\"session\":\"5f848c83-544c-414c-8fc7-8db15c912ed3\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.807563994Z\"}', '2026-05-19T12:04:07.819682148+08:00 {\"error\":\"failed to complete the order: rpc error: code = Internal desc = failed to charge card: charge card error.\",\"http.req.id\":\"d6b9e341-a452-4cc0-8d2d-f186a29fec6c\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"message\":\"request error\",\"session\":\"90344084-c38a-4e18-8391-de038083bbe9\",\"severity\":\"error\",\"timestamp\":\"2026-05-19T04:04:07.819591368Z\"}', '2026-05-19T12:04:07.819862038+08:00 {\"http.req.id\":\"d6b9e341-a452-4cc0-8d2d-f186a29fec6c\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"http.resp.bytes\":5022,\"http.resp.status\":500,\"http.resp.took_ms\":12,\"message\":\"request complete\",\"session\":\"90344084-c38a-4e18-8391-de038083bbe9\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.819806817Z\"}', '2026-05-19T12:04:07.830277270+08:00 {\"error\":\"failed to complete the order: rpc error: code = Internal desc = failed to charge card: charge card error.\",\"http.req.id\":\"1b3280c2-7d02-4bd6-a114-a908f8cfc8ee\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"message\":\"request error\",\"session\":\"5f848c83-544c-414c-8fc7-8db15c912ed3\",\"severity\":\"error\",\"timestamp\":\"2026-05-19T04:04:07.830202912Z\"}', '2026-05-19T12:04:07.830455920+08:00 {\"http.req.id\":\"1b3280c2-7d02-4bd6-a114-a908f8cfc8ee\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"http.resp.bytes\":5022,\"http.resp.status\":500,\"http.resp.took_ms\":22,\"message\":\"request complete\",\"session\":\"5f848c83-544c-414c-8fc7-8db15c912ed3\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.830410302Z\"}', '2026-05-19T12:04:07.900500836+08:00 {\"http.req.id\":\"e25bce63-8293-45bd-9211-525e518ec3d3\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/LS4PSXUNUM\",\"message\":\"request started\",\"session\":\"d85f1a64-5354-438d-852a-cf22c3a3437d\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.900379454Z\"}', '2026-05-19T12:04:07.900519452+08:00 {\"currency\":\"JPY\",\"http.req.id\":\"e25bce63-8293-45bd-9211-525e518ec3d3\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/LS4PSXUNUM\",\"id\":\"LS4PSXUNUM\",\"message\":\"serving product page\",\"session\":\"d85f1a64-5354-438d-852a-cf22c3a3437d\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.900420156Z\"}', '2026-05-19T12:04:07.916973805+08:00 {\"http.req.id\":\"e25bce63-8293-45bd-9211-525e518ec3d3\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/LS4PSXUNUM\",\"http.resp.bytes\":8059,\"http.resp.status\":200,\"http.resp.took_ms\":16,\"message\":\"request complete\",\"session\":\"d85f1a64-5354-438d-852a-cf22c3a3437d\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.91687273Z\"}', '2026-05-19T12:04:07.918290339+08:00 {\"http.req.id\":\"f1e375df-6969-41c1-9258-3082ef84f73d\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart\",\"message\":\"request started\",\"session\":\"d85f1a64-5354-438d-852a-cf22c3a3437d\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.918214493Z\"}', '2026-05-19T12:04:07.918315217+08:00 {\"http.req.id\":\"f1e375df-6969-41c1-9258-3082ef84f73d\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart\",\"message\":\"adding to cart\",\"product\":\"LS4PSXUNUM\",\"quantity\":6,\"session\":\"d85f1a64-5354-438d-852a-cf22c3a3437d\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.918270401Z\"}', '2026-05-19T12:04:07.921239450+08:00 {\"http.req.id\":\"f1e375df-6969-41c1-9258-3082ef84f73d\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart\",\"http.resp.bytes\":0,\"http.resp.status\":302,\"http.resp.took_ms\":2,\"message\":\"request complete\",\"session\":\"d85f1a64-5354-438d-852a-cf22c3a3437d\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.921157791Z\"}', '2026-05-19T12:04:07.922363196+08:00 {\"http.req.id\":\"6dda0eed-a5ae-41fa-bc66-43b505527865\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"message\":\"request started\",\"session\":\"d85f1a64-5354-438d-852a-cf22c3a3437d\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.922297369Z\"}', '2026-05-19T12:04:07.922371317+08:00 {\"http.req.id\":\"6dda0eed-a5ae-41fa-bc66-43b505527865\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"message\":\"view user cart\",\"session\":\"d85f1a64-5354-438d-852a-cf22c3a3437d\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.922320798Z\"}', '2026-05-19T12:04:07.944139373+08:00 {\"http.req.id\":\"6dda0eed-a5ae-41fa-bc66-43b505527865\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"http.resp.bytes\":22183,\"http.resp.status\":200,\"http.resp.took_ms\":21,\"message\":\"request complete\",\"session\":\"d85f1a64-5354-438d-852a-cf22c3a3437d\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.944066255Z\"}', '2026-05-19T12:04:07.968136799+08:00 {\"http.req.id\":\"04a6803f-6836-44cc-918f-b73c795e7292\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"message\":\"request started\",\"session\":\"c1abf3b0-7b8b-419d-81a8-d116747a9401\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.968051202Z\"}', '2026-05-19T12:04:07.968146276+08:00 {\"http.req.id\":\"04a6803f-6836-44cc-918f-b73c795e7292\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"message\":\"placing order\",\"session\":\"c1abf3b0-7b8b-419d-81a8-d116747a9401\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.96807999Z\"}', '2026-05-19T12:04:07.983133370+08:00 {\"error\":\"failed to complete the order: rpc error: code = Internal desc = failed to charge card: charge card error.\",\"http.req.id\":\"04a6803f-6836-44cc-918f-b73c795e7292\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"message\":\"request error\",\"session\":\"c1abf3b0-7b8b-419d-81a8-d116747a9401\",\"severity\":\"error\",\"timestamp\":\"2026-05-19T04:04:07.983045907Z\"}', '2026-05-19T12:04:07.983317299+08:00 {\"http.req.id\":\"04a6803f-6836-44cc-918f-b73c795e7292\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"http.resp.bytes\":5022,\"http.resp.status\":500,\"http.resp.took_ms\":15,\"message\":\"request complete\",\"session\":\"c1abf3b0-7b8b-419d-81a8-d116747a9401\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T04:04:07.983250353Z\"}', '', 'From istio-proxy logs:', '2026-05-19T03:58:10.361348Z\\tinfo\\tFLAG: --proxyLogLevel=\"warning\"', '2026-05-19T03:58:10.361350Z\\tinfo\\tFLAG: --serviceCluster=\"istio-proxy\"', '2026-05-19T03:58:10.361352Z\\tinfo\\tFLAG: --stsPort=\"0\"', '2026-05-19T03:58:10.361354Z\\tinfo\\tFLAG: --templateFile=\"\"', '2026-05-19T03:58:10.361356Z\\tinfo\\tFLAG: --tokenManagerPlugin=\"\"', '2026-05-19T03:58:10.361359Z\\tinfo\\tFLAG: --vklog=\"0\"', '2026-05-19T03:58:10.361362Z\\tinfo\\tVersion 1.27.3-df538c2279a633544e6c0961a03ab772729933be-Clean', '2026-05-19T03:58:10.361505Z\\tinfo\\tProxy role\\tips=[172.20.2.201] type=sidecar id=frontend-79bb68d59d-w6tx4.boutique domain=boutique.svc.cluster.local', '2026-05-19T03:58:10.361550Z\\tinfo\\tApply proxy config from env {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}', '2026-05-19T03:58:10.362686Z\\tinfo\\tcpu limit detected as 2, setting concurrency', '2026-05-19T03:58:10.362899Z\\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', '2026-05-19T03:58:10.362919Z\\tinfo\\tJWT policy is third-party-jwt', '2026-05-19T03:58:10.362922Z\\tinfo\\tusing credential fetcher of JWT type in cluster.local trust domain', '2026-05-19T03:58:10.400676Z\\tinfo\\tStarting default Istio SDS Server', '2026-05-19T03:58:10.400706Z\\tinfo\\tCA Endpoint istiod.istio-system.svc:15012, provider Citadel', '2026-05-19T03:58:10.400728Z\\tinfo\\tUsing CA istiod.istio-system.svc:15012 cert with certs: var/run/secrets/istio/root-cert.pem', '2026-05-19T03:58:10.401101Z\\tinfo\\tOpening status port 15020', '2026-05-19T03:58:10.402484Z\\tinfo\\txdsproxy\\tInitializing with upstream address \"istiod.istio-system.svc:15012\" and cluster \"Kubernetes\"', '2026-05-19T03:58:10.402897Z\\tinfo\\tsds\\tStarting SDS grpc server', '2026-05-19T03:58:10.402917Z\\tinfo\\tsds\\tStarting SDS server for workload certificates, will listen on \"var/run/secrets/workload-spiffe-uds/socket\"', '2026-05-19T03:58:10.403693Z\\tinfo\\tPilot SAN: [istiod.istio-system.svc]', '2026-05-19T03:58:10.404547Z\\tinfo\\tStarting proxy agent', '2026-05-19T03:58:10.404584Z\\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]', '2026-05-19T03:58:10.465326Z\\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', '2026-05-19T03:58:10.466395Z\\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', '2026-05-19T03:58:10.472398Z\\tinfo\\txdsproxy\\tconnected to delta upstream XDS server: istiod.istio-system.svc:15012\\tid=1', '2026-05-19T03:58:10.513873Z\\tinfo\\tads\\tADS: new connection for node:1', '2026-05-19T03:58:10.514489Z\\tinfo\\tads\\tADS: new connection for node:2', '2026-05-19T03:58:10.700695Z\\tinfo\\tcache\\tgenerated new workload certificate\\tresourceName=default latency=297.66279ms ttl=23h59m59.29931004s', '2026-05-19T03:58:10.700734Z\\tinfo\\tcache\\tRoot cert has changed, start rotating root cert', '2026-05-19T03:58:10.700772Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.299228367s', '2026-05-19T03:58:10.700792Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.299208572s', '2026-05-19T03:58:10.700904Z\\tinfo\\tcache\\treturned workload certificate from cache\\tttl=23h59m59.299100567s', '2026-05-19T03:58:10.701183Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.298818357s', '2026-05-19T03:58:11.347465Z\\tinfo\\tReadiness succeeded in 988.640368ms', '2026-05-19T03:58:11.347722Z\\tinfo\\tEnvoy proxy is ready']" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}", + "output": "No error logs found for checkoutservice 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\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\terr = fmt.Errorf(\"charge card error.\")\n\tif err != nil {\n\t\treturn \"\", 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/26/path2.json b/golden-trajectory/boutique/codedefect/26/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..3b58234fe50c2c02d8b5032854321ee8431e38e1 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/26/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-l485w 2/2 Running 0 5m53s\ncartservice-7c5f46fc47-vzfq4 2/2 Running 0 5m53s\ncheckoutservice-5bd966485c-wmw2d 2/2 Running 0 2m32s\ncurrencyservice-5bc9dbdf66-5vxgk 2/2 Running 0 5m53s\nemailservice-c86b9b8f6-mtkp7 2/2 Running 0 5m51s\nfrontend-79bb68d59d-w6tx4 2/2 Running 0 5m52s\npaymentservice-64b6c744b5-ncvr5 2/2 Running 0 5m52s\nproductcatalogservice-5677b598bd-p2b9f 2/2 Running 0 5m51s\nrecommendationservice-786899779d-2dxm2 2/2 Running 0 5m51s\nredis-cart-64b9db6f79-wz6tw 2/2 Running 0 5m52s\nshippingservice-799cbfbc76-mcbx5 2/2 Running 0 5m53s" + }, + { + "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 10.68.168.119 9555/TCP 5m56s\ncartservice ClusterIP 10.68.112.240 7070/TCP 5m56s\ncheckoutservice ClusterIP 10.68.65.25 5050/TCP 5m55s\ncurrencyservice ClusterIP 10.68.114.84 7000/TCP 5m56s\nemailservice ClusterIP 10.68.173.129 5000/TCP 5m55s\nfrontend ClusterIP 10.68.117.180 80/TCP 5m56s\nfrontend-external NodePort 10.68.251.247 80:30080/TCP 5m55s\npaymentservice ClusterIP 10.68.226.207 50051/TCP 5m55s\nproductcatalogservice ClusterIP 10.68.12.0 3550/TCP 5m54s\nrecommendationservice ClusterIP 10.68.136.50 8080/TCP 5m54s\nredis-cart ClusterIP 10.68.232.134 6379/TCP 5m55s\nshippingservice ClusterIP 10.68.68.173 50051/TCP 5m56s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-19 12:01:23 ~ 2026-05-19 12:03:58', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 195, '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\": 6207,\n \"total_errors\": 194,\n \"total_error_ratio\": 0.0313,\n \"patterns\": [\n {\n \"count\": 193,\n \"ratio\": 0.0311,\n \"sample\": \"2026-05-19T12:04:07.983133370+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Internal desc = failed to charge card: charge card error.\\\",\\\"http.req.id\\\":\\\"04a6803f-6836-44cc-918f-b73c795e7292\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"c1abf3b0-7b8b-419d-81a8-d116747a9401\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T04:04:07.983045907Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T12:01:38.620871978+08:00 {\\\"error\\\":\\\"failed to complete the order: 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\\\":\\\"02bf69b5-5e9e-445f-835a-3435ff45a326\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"26f71fd1-8993-450c-bf7b-e2751d880a8d\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T04:01:38.62074848Z\\\"}\"\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: 'checkoutservice', show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME ENDPOINTS AGE\ncheckoutservice 172.20.1.109:5050 6m15s" + }, + { + "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\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\terr = fmt.Errorf(\"charge card error.\")\n\tif err != nil {\n\t\treturn \"\", 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/27/path1.json b/golden-trajectory/boutique/codedefect/27/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..99a3d9db63041f138afd1925cb883bcde95c4745 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/27/path1.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-d942c 2/2 Running 0 5m43s\ncartservice-7c5f46fc47-rggjn 2/2 Running 0 5m43s\ncheckoutservice-5bd966485c-6f9fr 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-v6hwj 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-ckbmc 2/2 Running 0 5m43s\nfrontend-79bb68d59d-wfflz 2/2 Running 0 5m43s\npaymentservice-64b6c744b5-zqfr2 2/2 Running 0 5m44s\nproductcatalogservice-5677b598bd-stdms 2/2 Running 0 5m44s\nrecommendationservice-786899779d-l4vp9 2/2 Running 0 5m42s\nredis-cart-64b9db6f79-lhjn5 2/2 Running 0 5m42s\nshippingservice-799cbfbc76-cwt98 2/2 Running 0 5m42s" + }, + { + "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 10.68.91.150 9555/TCP 5m46s\ncartservice ClusterIP 10.68.243.139 7070/TCP 5m46s\ncheckoutservice ClusterIP 10.68.102.55 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.202.221 7000/TCP 5m45s\nemailservice ClusterIP 10.68.115.38 5000/TCP 5m46s\nfrontend ClusterIP 10.68.69.159 80/TCP 5m46s\nfrontend-external NodePort 10.68.130.48 80:30080/TCP 5m46s\npaymentservice ClusterIP 10.68.86.125 50051/TCP 5m47s\nproductcatalogservice ClusterIP 10.68.30.39 3550/TCP 5m47s\nrecommendationservice ClusterIP 10.68.246.212 8080/TCP 5m45s\nredis-cart ClusterIP 10.68.1.133 6379/TCP 5m45s\nshippingservice ClusterIP 10.68.84.12 50051/TCP 5m45s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-19 14:19:45 ~ 2026-05-19 14:22:20', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 165, '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\": 6191,\n \"total_errors\": 164,\n \"total_error_ratio\": 0.0265,\n \"patterns\": [\n {\n \"count\": 164,\n \"ratio\": 0.0265,\n \"sample\": \"2026-05-19T14:22:29.836172055+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Internal desc = failed to charge card: charge card error.\\\",\\\"http.req.id\\\":\\\"8c05835e-d461-4939-a0c5-662a9e323c14\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"1029084a-0141-420d-b752-34a693c78c1f\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T06:22:29.836093502Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetRecentLogs", + "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "['From frontend logs:', '2026-05-19T14:22:29.667549814+08:00 {\"currency\":\"EUR\",\"http.req.id\":\"0629a562-f33c-4f86-8d2a-12e2ca8d9904\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"e8bbcf73-807c-46d2-82f0-3d6397c3bc7d\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T06:22:29.667196392Z\"}', '2026-05-19T14:22:29.684582063+08:00 env platform is either empty or invalid', '2026-05-19T14:22:29.685079477+08:00 {\"http.req.id\":\"0629a562-f33c-4f86-8d2a-12e2ca8d9904\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"e8bbcf73-807c-46d2-82f0-3d6397c3bc7d\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:29.684876488Z\"}', '2026-05-19T14:22:29.687842733+08:00 {\"http.req.id\":\"0629a562-f33c-4f86-8d2a-12e2ca8d9904\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10608,\"http.resp.status\":200,\"http.resp.took_ms\":20,\"message\":\"request complete\",\"session\":\"e8bbcf73-807c-46d2-82f0-3d6397c3bc7d\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:29.687776055Z\"}', '2026-05-19T14:22:29.738527090+08:00 {\"http.req.id\":\"7eb8635d-9a82-45d0-9119-a7fbf02dcd01\",\"http.req.method\":\"POST\",\"http.req.path\":\"/setCurrency\",\"message\":\"request started\",\"session\":\"faa8e189-ec01-4408-ba22-119a998ea5fd\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:29.738420253Z\"}', '2026-05-19T14:22:29.738575597+08:00 {\"curr.new\":\"CAD\",\"curr.old\":\"CAD\",\"http.req.id\":\"7eb8635d-9a82-45d0-9119-a7fbf02dcd01\",\"http.req.method\":\"POST\",\"http.req.path\":\"/setCurrency\",\"message\":\"setting currency\",\"session\":\"faa8e189-ec01-4408-ba22-119a998ea5fd\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:29.738487419Z\"}', '2026-05-19T14:22:29.738605742+08:00 {\"http.req.id\":\"7eb8635d-9a82-45d0-9119-a7fbf02dcd01\",\"http.req.method\":\"POST\",\"http.req.path\":\"/setCurrency\",\"http.resp.bytes\":0,\"http.resp.status\":302,\"http.resp.took_ms\":0,\"message\":\"request complete\",\"session\":\"faa8e189-ec01-4408-ba22-119a998ea5fd\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:29.738542346Z\"}', '2026-05-19T14:22:29.739650064+08:00 {\"http.req.id\":\"df65840f-e83b-47ae-8039-11c36b6bcdde\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"faa8e189-ec01-4408-ba22-119a998ea5fd\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:29.739571597Z\"}', '2026-05-19T14:22:29.739661620+08:00 {\"currency\":\"CAD\",\"http.req.id\":\"df65840f-e83b-47ae-8039-11c36b6bcdde\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"faa8e189-ec01-4408-ba22-119a998ea5fd\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T06:22:29.739602723Z\"}', '2026-05-19T14:22:29.754431736+08:00 env platform is either empty or invalid', '2026-05-19T14:22:29.754749453+08:00 {\"http.req.id\":\"df65840f-e83b-47ae-8039-11c36b6bcdde\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"faa8e189-ec01-4408-ba22-119a998ea5fd\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:29.75468575Z\"}', '2026-05-19T14:22:29.757255440+08:00 {\"http.req.id\":\"df65840f-e83b-47ae-8039-11c36b6bcdde\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10591,\"http.resp.status\":200,\"http.resp.took_ms\":17,\"message\":\"request complete\",\"session\":\"faa8e189-ec01-4408-ba22-119a998ea5fd\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:29.757192151Z\"}', '2026-05-19T14:22:29.760637073+08:00 {\"http.req.id\":\"2918e98e-0bc2-4b47-95eb-35f34e45ae90\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"message\":\"request started\",\"session\":\"3630db35-4f75-4b6d-bef0-561e1093f125\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:29.760566586Z\"}', '2026-05-19T14:22:29.760641165+08:00 {\"http.req.id\":\"2918e98e-0bc2-4b47-95eb-35f34e45ae90\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"message\":\"view user cart\",\"session\":\"3630db35-4f75-4b6d-bef0-561e1093f125\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:29.760588726Z\"}', '2026-05-19T14:22:29.783014483+08:00 {\"http.req.id\":\"2918e98e-0bc2-4b47-95eb-35f34e45ae90\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"http.resp.bytes\":20758,\"http.resp.status\":200,\"http.resp.took_ms\":22,\"message\":\"request complete\",\"session\":\"3630db35-4f75-4b6d-bef0-561e1093f125\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:29.782944653Z\"}', '2026-05-19T14:22:29.817073378+08:00 {\"http.req.id\":\"8c05835e-d461-4939-a0c5-662a9e323c14\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"message\":\"request started\",\"session\":\"1029084a-0141-420d-b752-34a693c78c1f\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:29.816974444Z\"}', '2026-05-19T14:22:29.817083027+08:00 {\"http.req.id\":\"8c05835e-d461-4939-a0c5-662a9e323c14\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"message\":\"placing order\",\"session\":\"1029084a-0141-420d-b752-34a693c78c1f\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:29.816999889Z\"}', '2026-05-19T14:22:29.836172055+08:00 {\"error\":\"failed to complete the order: rpc error: code = Internal desc = failed to charge card: charge card error.\",\"http.req.id\":\"8c05835e-d461-4939-a0c5-662a9e323c14\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"message\":\"request error\",\"session\":\"1029084a-0141-420d-b752-34a693c78c1f\",\"severity\":\"error\",\"timestamp\":\"2026-05-19T06:22:29.836093502Z\"}', '2026-05-19T14:22:29.836384400+08:00 {\"http.req.id\":\"8c05835e-d461-4939-a0c5-662a9e323c14\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart/checkout\",\"http.resp.bytes\":5022,\"http.resp.status\":500,\"http.resp.took_ms\":19,\"message\":\"request complete\",\"session\":\"1029084a-0141-420d-b752-34a693c78c1f\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:29.836298818Z\"}', '2026-05-19T14:22:30.013447608+08:00 {\"http.req.id\":\"c79ebcbf-b7c6-4faa-8e81-a440c81ba7ac\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/2ZYFJ3GM2N\",\"message\":\"request started\",\"session\":\"6cf6f1f9-18d8-4e92-9bb5-389b7ca5bc7c\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.013333739Z\"}', '2026-05-19T14:22:30.013466716+08:00 {\"currency\":\"USD\",\"http.req.id\":\"c79ebcbf-b7c6-4faa-8e81-a440c81ba7ac\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/2ZYFJ3GM2N\",\"id\":\"2ZYFJ3GM2N\",\"message\":\"serving product page\",\"session\":\"6cf6f1f9-18d8-4e92-9bb5-389b7ca5bc7c\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.013374835Z\"}', '2026-05-19T14:22:30.014827865+08:00 {\"http.req.id\":\"be8a54f2-1eee-4b76-980c-17e716a6ffda\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"667931e1-44d2-4a73-95d3-4f74bb975a0c\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.014704524Z\"}', '2026-05-19T14:22:30.014840215+08:00 {\"currency\":\"GBP\",\"http.req.id\":\"be8a54f2-1eee-4b76-980c-17e716a6ffda\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"667931e1-44d2-4a73-95d3-4f74bb975a0c\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T06:22:30.01476135Z\"}', '2026-05-19T14:22:30.028437946+08:00 {\"http.req.id\":\"dacbb8da-ccea-41a3-8301-5e4962b39b1a\",\"http.req.method\":\"POST\",\"http.req.path\":\"/setCurrency\",\"message\":\"request started\",\"session\":\"149295f3-396b-4706-bebd-01aa358cc41e\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.028326617Z\"}', '2026-05-19T14:22:30.028448849+08:00 {\"curr.new\":\"EUR\",\"curr.old\":\"EUR\",\"http.req.id\":\"dacbb8da-ccea-41a3-8301-5e4962b39b1a\",\"http.req.method\":\"POST\",\"http.req.path\":\"/setCurrency\",\"message\":\"setting currency\",\"session\":\"149295f3-396b-4706-bebd-01aa358cc41e\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.028380353Z\"}', '2026-05-19T14:22:30.028451759+08:00 {\"http.req.id\":\"dacbb8da-ccea-41a3-8301-5e4962b39b1a\",\"http.req.method\":\"POST\",\"http.req.path\":\"/setCurrency\",\"http.resp.bytes\":0,\"http.resp.status\":302,\"http.resp.took_ms\":0,\"message\":\"request complete\",\"session\":\"149295f3-396b-4706-bebd-01aa358cc41e\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.028401865Z\"}', '2026-05-19T14:22:30.029030849+08:00 env platform is either empty or invalid', '2026-05-19T14:22:30.029370116+08:00 {\"http.req.id\":\"6b4201bb-6749-4510-8ad4-492ac84aa4cd\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"request started\",\"session\":\"149295f3-396b-4706-bebd-01aa358cc41e\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.02929303Z\"}', '2026-05-19T14:22:30.029380274+08:00 {\"currency\":\"EUR\",\"http.req.id\":\"6b4201bb-6749-4510-8ad4-492ac84aa4cd\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"home\",\"session\":\"149295f3-396b-4706-bebd-01aa358cc41e\",\"severity\":\"info\",\"timestamp\":\"2026-05-19T06:22:30.029326361Z\"}', '2026-05-19T14:22:30.029386654+08:00 {\"http.req.id\":\"be8a54f2-1eee-4b76-980c-17e716a6ffda\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"667931e1-44d2-4a73-95d3-4f74bb975a0c\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.029338057Z\"}', '2026-05-19T14:22:30.032104521+08:00 {\"http.req.id\":\"c79ebcbf-b7c6-4faa-8e81-a440c81ba7ac\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/2ZYFJ3GM2N\",\"http.resp.bytes\":7960,\"http.resp.status\":200,\"http.resp.took_ms\":18,\"message\":\"request complete\",\"session\":\"6cf6f1f9-18d8-4e92-9bb5-389b7ca5bc7c\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.032021159Z\"}', '2026-05-19T14:22:30.032144053+08:00 {\"http.req.id\":\"be8a54f2-1eee-4b76-980c-17e716a6ffda\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10598,\"http.resp.status\":200,\"http.resp.took_ms\":17,\"message\":\"request complete\",\"session\":\"667931e1-44d2-4a73-95d3-4f74bb975a0c\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.032099373Z\"}', '2026-05-19T14:22:30.033418515+08:00 {\"http.req.id\":\"45636987-afad-4742-830d-2c9ecd55d4f8\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart\",\"message\":\"request started\",\"session\":\"68b15de5-8e3c-460f-93da-5f218ff0fc5d\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.033360807Z\"}', '2026-05-19T14:22:30.033454780+08:00 {\"http.req.id\":\"45636987-afad-4742-830d-2c9ecd55d4f8\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart\",\"message\":\"adding to cart\",\"product\":\"2ZYFJ3GM2N\",\"quantity\":4,\"session\":\"68b15de5-8e3c-460f-93da-5f218ff0fc5d\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.033404161Z\"}', '2026-05-19T14:22:30.036691652+08:00 {\"http.req.id\":\"45636987-afad-4742-830d-2c9ecd55d4f8\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart\",\"http.resp.bytes\":0,\"http.resp.status\":302,\"http.resp.took_ms\":3,\"message\":\"request complete\",\"session\":\"68b15de5-8e3c-460f-93da-5f218ff0fc5d\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.036621534Z\"}', '2026-05-19T14:22:30.037575252+08:00 {\"http.req.id\":\"a714e6d8-3fe3-4787-afba-47d41ec90d4d\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"message\":\"request started\",\"session\":\"68b15de5-8e3c-460f-93da-5f218ff0fc5d\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.03752022Z\"}', '2026-05-19T14:22:30.037584287+08:00 {\"http.req.id\":\"a714e6d8-3fe3-4787-afba-47d41ec90d4d\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"message\":\"view user cart\",\"session\":\"68b15de5-8e3c-460f-93da-5f218ff0fc5d\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.037540908Z\"}', '2026-05-19T14:22:30.042708450+08:00 env platform is either empty or invalid', '2026-05-19T14:22:30.042987150+08:00 {\"http.req.id\":\"6b4201bb-6749-4510-8ad4-492ac84aa4cd\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"message\":\"ENV_PLATFORM is: local\",\"session\":\"149295f3-396b-4706-bebd-01aa358cc41e\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.042921428Z\"}', '2026-05-19T14:22:30.045344806+08:00 {\"http.req.id\":\"6b4201bb-6749-4510-8ad4-492ac84aa4cd\",\"http.req.method\":\"GET\",\"http.req.path\":\"/\",\"http.resp.bytes\":10608,\"http.resp.status\":200,\"http.resp.took_ms\":15,\"message\":\"request complete\",\"session\":\"149295f3-396b-4706-bebd-01aa358cc41e\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.045272186Z\"}', '2026-05-19T14:22:30.062766422+08:00 {\"http.req.id\":\"a714e6d8-3fe3-4787-afba-47d41ec90d4d\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"http.resp.bytes\":24271,\"http.resp.status\":200,\"http.resp.took_ms\":25,\"message\":\"request complete\",\"session\":\"68b15de5-8e3c-460f-93da-5f218ff0fc5d\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.062689453Z\"}', '2026-05-19T14:22:30.115391664+08:00 {\"http.req.id\":\"bd9a4241-5ce2-4d24-8574-15bbfe686fdd\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/1YMWWN1N4O\",\"message\":\"request started\",\"session\":\"85845b69-3491-499d-98e6-577aab10c596\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.115278673Z\"}', '2026-05-19T14:22:30.115406935+08:00 {\"currency\":\"GBP\",\"http.req.id\":\"bd9a4241-5ce2-4d24-8574-15bbfe686fdd\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/1YMWWN1N4O\",\"id\":\"1YMWWN1N4O\",\"message\":\"serving product page\",\"session\":\"85845b69-3491-499d-98e6-577aab10c596\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.115327317Z\"}', '2026-05-19T14:22:30.133889066+08:00 {\"http.req.id\":\"bd9a4241-5ce2-4d24-8574-15bbfe686fdd\",\"http.req.method\":\"GET\",\"http.req.path\":\"/product/1YMWWN1N4O\",\"http.resp.bytes\":8053,\"http.resp.status\":200,\"http.resp.took_ms\":18,\"message\":\"request complete\",\"session\":\"85845b69-3491-499d-98e6-577aab10c596\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.13379141Z\"}', '2026-05-19T14:22:30.134862055+08:00 {\"http.req.id\":\"0671f6ae-7a58-4cfc-b845-9cee80404467\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart\",\"message\":\"request started\",\"session\":\"85845b69-3491-499d-98e6-577aab10c596\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.134800915Z\"}', '2026-05-19T14:22:30.134919664+08:00 {\"http.req.id\":\"0671f6ae-7a58-4cfc-b845-9cee80404467\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart\",\"message\":\"adding to cart\",\"product\":\"1YMWWN1N4O\",\"quantity\":4,\"session\":\"85845b69-3491-499d-98e6-577aab10c596\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.134853816Z\"}', '2026-05-19T14:22:30.138639203+08:00 {\"http.req.id\":\"0671f6ae-7a58-4cfc-b845-9cee80404467\",\"http.req.method\":\"POST\",\"http.req.path\":\"/cart\",\"http.resp.bytes\":0,\"http.resp.status\":302,\"http.resp.took_ms\":3,\"message\":\"request complete\",\"session\":\"85845b69-3491-499d-98e6-577aab10c596\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.138557354Z\"}', '2026-05-19T14:22:30.139537368+08:00 {\"http.req.id\":\"2b748d40-11dc-4f50-9de1-a51253106833\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"message\":\"request started\",\"session\":\"85845b69-3491-499d-98e6-577aab10c596\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.13948316Z\"}', '2026-05-19T14:22:30.139546568+08:00 {\"http.req.id\":\"2b748d40-11dc-4f50-9de1-a51253106833\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"message\":\"view user cart\",\"session\":\"85845b69-3491-499d-98e6-577aab10c596\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.139504604Z\"}', '2026-05-19T14:22:30.163699351+08:00 {\"http.req.id\":\"2b748d40-11dc-4f50-9de1-a51253106833\",\"http.req.method\":\"GET\",\"http.req.path\":\"/cart\",\"http.resp.bytes\":22167,\"http.resp.status\":200,\"http.resp.took_ms\":24,\"message\":\"request complete\",\"session\":\"85845b69-3491-499d-98e6-577aab10c596\",\"severity\":\"debug\",\"timestamp\":\"2026-05-19T06:22:30.16360364Z\"}', '', 'From istio-proxy logs:', '2026-05-19T06:16:41.534617Z\\tinfo\\tFLAG: --proxyLogLevel=\"warning\"', '2026-05-19T06:16:41.534619Z\\tinfo\\tFLAG: --serviceCluster=\"istio-proxy\"', '2026-05-19T06:16:41.534621Z\\tinfo\\tFLAG: --stsPort=\"0\"', '2026-05-19T06:16:41.534623Z\\tinfo\\tFLAG: --templateFile=\"\"', '2026-05-19T06:16:41.534635Z\\tinfo\\tFLAG: --tokenManagerPlugin=\"\"', '2026-05-19T06:16:41.534642Z\\tinfo\\tFLAG: --vklog=\"0\"', '2026-05-19T06:16:41.534645Z\\tinfo\\tVersion 1.27.3-df538c2279a633544e6c0961a03ab772729933be-Clean', '2026-05-19T06:16:41.534790Z\\tinfo\\tProxy role\\tips=[172.20.2.87] type=sidecar id=frontend-79bb68d59d-wfflz.boutique domain=boutique.svc.cluster.local', '2026-05-19T06:16:41.534836Z\\tinfo\\tApply proxy config from env {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}', '2026-05-19T06:16:41.536070Z\\tinfo\\tcpu limit detected as 2, setting concurrency', '2026-05-19T06:16:41.536364Z\\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', '2026-05-19T06:16:41.536376Z\\tinfo\\tJWT policy is third-party-jwt', '2026-05-19T06:16:41.536379Z\\tinfo\\tusing credential fetcher of JWT type in cluster.local trust domain', '2026-05-19T06:16:41.575968Z\\tinfo\\tOpening status port 15020', '2026-05-19T06:16:41.575979Z\\tinfo\\tStarting default Istio SDS Server', '2026-05-19T06:16:41.576004Z\\tinfo\\tCA Endpoint istiod.istio-system.svc:15012, provider Citadel', '2026-05-19T06:16:41.576019Z\\tinfo\\tUsing CA istiod.istio-system.svc:15012 cert with certs: var/run/secrets/istio/root-cert.pem', '2026-05-19T06:16:41.576630Z\\tinfo\\txdsproxy\\tInitializing with upstream address \"istiod.istio-system.svc:15012\" and cluster \"Kubernetes\"', '2026-05-19T06:16:41.577892Z\\tinfo\\tPilot SAN: [istiod.istio-system.svc]', '2026-05-19T06:16:41.578769Z\\tinfo\\tStarting proxy agent', '2026-05-19T06:16:41.578804Z\\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]', '2026-05-19T06:16:41.579220Z\\tinfo\\tsds\\tStarting SDS grpc server', '2026-05-19T06:16:41.579233Z\\tinfo\\tsds\\tStarting SDS server for workload certificates, will listen on \"var/run/secrets/workload-spiffe-uds/socket\"', '2026-05-19T06:16:41.635989Z\\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', '2026-05-19T06:16:41.637037Z\\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', '2026-05-19T06:16:41.643970Z\\tinfo\\txdsproxy\\tconnected to delta upstream XDS server: istiod.istio-system.svc:15012\\tid=1', '2026-05-19T06:16:41.679916Z\\tinfo\\tads\\tADS: new connection for node:1', '2026-05-19T06:16:41.681022Z\\tinfo\\tads\\tADS: new connection for node:2', '2026-05-19T06:16:41.681816Z\\tinfo\\tcache\\tgenerated new workload certificate\\tresourceName=default latency=105.013733ms ttl=23h59m59.318185897s', '2026-05-19T06:16:41.681849Z\\tinfo\\tcache\\tRoot cert has changed, start rotating root cert', '2026-05-19T06:16:41.681873Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.318127381s', '2026-05-19T06:16:41.681893Z\\tinfo\\tcache\\treturned workload certificate from cache\\tttl=23h59m59.318107212s', '2026-05-19T06:16:41.682002Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.318003853s', '2026-05-19T06:16:41.682348Z\\tinfo\\tcache\\treturned workload trust anchor from cache\\tttl=23h59m59.317652939s', '2026-05-19T06:16:42.540034Z\\tinfo\\tReadiness succeeded in 1.00815877s', '2026-05-19T06:16:42.540330Z\\tinfo\\tEnvoy proxy is ready']" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}", + "output": "No error logs found for checkoutservice 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\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\terr = fmt.Errorf(\"charge card error.\")\n\tif err != nil {\n\t\treturn \"\", 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/27/path2.json b/golden-trajectory/boutique/codedefect/27/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..61b360c18383ef35188d8d6d25cf7072a009fe29 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/27/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-d942c 2/2 Running 0 5m43s\ncartservice-7c5f46fc47-rggjn 2/2 Running 0 5m43s\ncheckoutservice-5bd966485c-6f9fr 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-v6hwj 2/2 Running 0 5m42s\nemailservice-c86b9b8f6-ckbmc 2/2 Running 0 5m43s\nfrontend-79bb68d59d-wfflz 2/2 Running 0 5m43s\npaymentservice-64b6c744b5-zqfr2 2/2 Running 0 5m44s\nproductcatalogservice-5677b598bd-stdms 2/2 Running 0 5m44s\nrecommendationservice-786899779d-l4vp9 2/2 Running 0 5m42s\nredis-cart-64b9db6f79-lhjn5 2/2 Running 0 5m42s\nshippingservice-799cbfbc76-cwt98 2/2 Running 0 5m42s" + }, + { + "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 10.68.91.150 9555/TCP 5m46s\ncartservice ClusterIP 10.68.243.139 7070/TCP 5m46s\ncheckoutservice ClusterIP 10.68.102.55 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.202.221 7000/TCP 5m45s\nemailservice ClusterIP 10.68.115.38 5000/TCP 5m46s\nfrontend ClusterIP 10.68.69.159 80/TCP 5m46s\nfrontend-external NodePort 10.68.130.48 80:30080/TCP 5m46s\npaymentservice ClusterIP 10.68.86.125 50051/TCP 5m47s\nproductcatalogservice ClusterIP 10.68.30.39 3550/TCP 5m47s\nrecommendationservice ClusterIP 10.68.246.212 8080/TCP 5m45s\nredis-cart ClusterIP 10.68.1.133 6379/TCP 5m45s\nshippingservice ClusterIP 10.68.84.12 50051/TCP 5m45s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-19 14:19:45 ~ 2026-05-19 14:22:20', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 165, '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\": 6191,\n \"total_errors\": 164,\n \"total_error_ratio\": 0.0265,\n \"patterns\": [\n {\n \"count\": 164,\n \"ratio\": 0.0265,\n \"sample\": \"2026-05-19T14:22:29.836172055+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Internal desc = failed to charge card: charge card error.\\\",\\\"http.req.id\\\":\\\"8c05835e-d461-4939-a0c5-662a9e323c14\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"1029084a-0141-420d-b752-34a693c78c1f\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T06:22:29.836093502Z\\\"}\"\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: '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\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\terr = fmt.Errorf(\"charge card error.\")\n\tif err != nil {\n\t\treturn \"\", 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/28/path1.json b/golden-trajectory/boutique/codedefect/28/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..38ec7acf6d1ddaf50deb95671d694aa9d9924d4c --- /dev/null +++ b/golden-trajectory/boutique/codedefect/28/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-fvc46 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-t2sdg 2/2 Running 0 5m42s\ncheckoutservice-5bd966485c-m5gvb 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-7n9pr 2/2 Running 0 5m41s\nemailservice-c86b9b8f6-zjztw 2/2 Running 0 5m42s\nfrontend-79bb68d59d-6drbv 2/2 Running 0 5m40s\npaymentservice-64b6c744b5-hkk9c 2/2 Running 0 5m40s\nproductcatalogservice-5677b598bd-n8sll 2/2 Running 0 5m41s\nrecommendationservice-786899779d-q7llp 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-xsxg9 2/2 Running 0 5m42s\nshippingservice-799cbfbc76-kbl4f 2/2 Running 0 5m41s" + }, + { + "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 10.68.207.184 9555/TCP 5m45s\ncartservice ClusterIP 10.68.103.18 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.17.8 5050/TCP 5m43s\ncurrencyservice ClusterIP 10.68.190.24 7000/TCP 5m44s\nemailservice ClusterIP 10.68.183.168 5000/TCP 5m45s\nfrontend ClusterIP 10.68.151.123 80/TCP 5m43s\nfrontend-external NodePort 10.68.85.162 80:30080/TCP 5m43s\npaymentservice ClusterIP 10.68.9.5 50051/TCP 5m43s\nproductcatalogservice ClusterIP 10.68.82.230 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.113.207 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.41.170 6379/TCP 5m45s\nshippingservice ClusterIP 10.68.6.108 50051/TCP 5m44s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-19 16:37:41 ~ 2026-05-19 16:40:16', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 184, '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\": 6138,\n \"total_errors\": 185,\n \"total_error_ratio\": 0.0301,\n \"patterns\": [\n {\n \"count\": 182,\n \"ratio\": 0.0297,\n \"sample\": \"2026-05-19T16:40:25.322362512+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Internal desc = failed to charge card: charge card error.\\\",\\\"http.req.id\\\":\\\"38fc0d44-0ff1-4080-9b9c-cffa35dee1be\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"89b9cd2b-8eb8-4bb6-a849-5ba3af150105\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T08:40:25.322266533Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T16:37:55.973794831+08:00 {\\\"error\\\":\\\"failed to complete the order: 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\\\":\\\"77f53a28-cef2-431d-901a-64ddaf4c06cc\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"4b179866-c11a-41fa-a116-3495420a0b9c\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T08:37:55.973674415Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T16:38:04.216501272+08:00 {\\\"error\\\":\\\"failed to get ads: rpc error: code = DeadlineExceeded desc = context deadline exceeded\\\",\\\"http.req.id\\\":\\\"0301fda5-bf20-4153-9872-553bad44b1c5\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"failed to retrieve ads\\\",\\\"session\\\":\\\"431511c4-67da-40d3-9f76-bceab6cfa9d0\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-19T08:38:04.216400403Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T16:40:25.679916731+08:00 {\\\"error\\\":\\\"could not retrieve currencies: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"fc0c536d-361b-4595-8453-b6492f8f470f\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/66VCHSJNUP\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"222a8f59-1ab0-40ed-bf6a-9a31d8433797\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T08:40:25.679834044Z\\\"}\"\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: '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\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\terr = fmt.Errorf(\"charge card error.\")\n\tif err != nil {\n\t\treturn \"\", 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/28/path2.json b/golden-trajectory/boutique/codedefect/28/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..b65536e89784bb11dcfff10d4b129295e8a3b149 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/28/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-fvc46 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-t2sdg 2/2 Running 0 5m42s\ncheckoutservice-5bd966485c-m5gvb 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-7n9pr 2/2 Running 0 5m41s\nemailservice-c86b9b8f6-zjztw 2/2 Running 0 5m42s\nfrontend-79bb68d59d-6drbv 2/2 Running 0 5m40s\npaymentservice-64b6c744b5-hkk9c 2/2 Running 0 5m40s\nproductcatalogservice-5677b598bd-n8sll 2/2 Running 0 5m41s\nrecommendationservice-786899779d-q7llp 2/2 Running 0 5m41s\nredis-cart-64b9db6f79-xsxg9 2/2 Running 0 5m42s\nshippingservice-799cbfbc76-kbl4f 2/2 Running 0 5m41s" + }, + { + "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 10.68.207.184 9555/TCP 5m45s\ncartservice ClusterIP 10.68.103.18 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.17.8 5050/TCP 5m43s\ncurrencyservice ClusterIP 10.68.190.24 7000/TCP 5m44s\nemailservice ClusterIP 10.68.183.168 5000/TCP 5m45s\nfrontend ClusterIP 10.68.151.123 80/TCP 5m43s\nfrontend-external NodePort 10.68.85.162 80:30080/TCP 5m43s\npaymentservice ClusterIP 10.68.9.5 50051/TCP 5m43s\nproductcatalogservice ClusterIP 10.68.82.230 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.113.207 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.41.170 6379/TCP 5m45s\nshippingservice ClusterIP 10.68.6.108 50051/TCP 5m44s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-19 16:37:41 ~ 2026-05-19 16:40:16', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 184, '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\": 6138,\n \"total_errors\": 185,\n \"total_error_ratio\": 0.0301,\n \"patterns\": [\n {\n \"count\": 182,\n \"ratio\": 0.0297,\n \"sample\": \"2026-05-19T16:40:25.322362512+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Internal desc = failed to charge card: charge card error.\\\",\\\"http.req.id\\\":\\\"38fc0d44-0ff1-4080-9b9c-cffa35dee1be\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"89b9cd2b-8eb8-4bb6-a849-5ba3af150105\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T08:40:25.322266533Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T16:37:55.973794831+08:00 {\\\"error\\\":\\\"failed to complete the order: 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\\\":\\\"77f53a28-cef2-431d-901a-64ddaf4c06cc\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"4b179866-c11a-41fa-a116-3495420a0b9c\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T08:37:55.973674415Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T16:38:04.216501272+08:00 {\\\"error\\\":\\\"failed to get ads: rpc error: code = DeadlineExceeded desc = context deadline exceeded\\\",\\\"http.req.id\\\":\\\"0301fda5-bf20-4153-9872-553bad44b1c5\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"failed to retrieve ads\\\",\\\"session\\\":\\\"431511c4-67da-40d3-9f76-bceab6cfa9d0\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-19T08:38:04.216400403Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T16:40:25.679916731+08:00 {\\\"error\\\":\\\"could not retrieve currencies: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"fc0c536d-361b-4595-8453-b6492f8f470f\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/66VCHSJNUP\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"222a8f59-1ab0-40ed-bf6a-9a31d8433797\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T08:40:25.679834044Z\\\"}\"\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: 'checkoutservice', show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME ENDPOINTS AGE\ncheckoutservice 172.20.1.132:5050 6m3s" + }, + { + "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\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\terr = fmt.Errorf(\"charge card error.\")\n\tif err != nil {\n\t\treturn \"\", 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/29/path1.json b/golden-trajectory/boutique/codedefect/29/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..140e447fa572ccf9573fbfdc5645b4d27f4236b1 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/29/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-gqn7f 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-7js59 2/2 Running 0 5m43s\ncheckoutservice-78547d5b8f-7nbr2 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-bl6r5 2/2 Running 0 5m43s\nemailservice-c86b9b8f6-8bxqq 2/2 Running 0 5m43s\nfrontend-79bb68d59d-jn86f 2/2 Running 0 5m44s\npaymentservice-64b6c744b5-m6zcv 2/2 Running 0 5m44s\nproductcatalogservice-5677b598bd-b9g9d 2/2 Running 0 5m45s\nrecommendationservice-786899779d-rdmnb 2/2 Running 0 5m44s\nredis-cart-64b9db6f79-r87ts 2/2 Running 0 5m43s\nshippingservice-799cbfbc76-vfb8j 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 10.68.166.144 9555/TCP 5m46s\ncartservice ClusterIP 10.68.82.226 7070/TCP 5m46s\ncheckoutservice ClusterIP 10.68.211.202 5050/TCP 5m48s\ncurrencyservice ClusterIP 10.68.227.7 7000/TCP 5m47s\nemailservice ClusterIP 10.68.159.84 5000/TCP 5m46s\nfrontend ClusterIP 10.68.49.223 80/TCP 5m47s\nfrontend-external NodePort 10.68.146.131 80:30080/TCP 5m47s\npaymentservice ClusterIP 10.68.243.191 50051/TCP 5m47s\nproductcatalogservice ClusterIP 10.68.28.193 3550/TCP 5m48s\nrecommendationservice ClusterIP 10.68.190.13 8080/TCP 5m47s\nredis-cart ClusterIP 10.68.111.126 6379/TCP 5m46s\nshippingservice ClusterIP 10.68.118.255 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 11:05:50 ~ 2026-05-19 11:08:25', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.01 cores (+720.3%)', 'FILESYSTEM_WRITE_SURGE [fs_write_bytes] | Normal=0.00B/s -> Current=13305.23B/s (New Spike) | Peak=55334.06B/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: '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\"encoding/csv\"\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\tf, err := os.Create(\"/tmp/tmp.csv\")\n\tif err == nil {\n\t\tw := csv.NewWriter(f)\n\t\tfor i := 0; i < 60000; 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\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/29/path2.json b/golden-trajectory/boutique/codedefect/29/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..ab5ec40c85798d3ccd0f61cc127b358548896d61 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/29/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-gqn7f 2/2 Running 0 5m42s\ncartservice-7c5f46fc47-7js59 2/2 Running 0 5m43s\ncheckoutservice-78547d5b8f-7nbr2 2/2 Running 0 2m31s\ncurrencyservice-5bc9dbdf66-bl6r5 2/2 Running 0 5m43s\nemailservice-c86b9b8f6-8bxqq 2/2 Running 0 5m43s\nfrontend-79bb68d59d-jn86f 2/2 Running 0 5m44s\npaymentservice-64b6c744b5-m6zcv 2/2 Running 0 5m44s\nproductcatalogservice-5677b598bd-b9g9d 2/2 Running 0 5m45s\nrecommendationservice-786899779d-rdmnb 2/2 Running 0 5m44s\nredis-cart-64b9db6f79-r87ts 2/2 Running 0 5m43s\nshippingservice-799cbfbc76-vfb8j 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 10.68.166.144 9555/TCP 5m46s\ncartservice ClusterIP 10.68.82.226 7070/TCP 5m46s\ncheckoutservice ClusterIP 10.68.211.202 5050/TCP 5m48s\ncurrencyservice ClusterIP 10.68.227.7 7000/TCP 5m47s\nemailservice ClusterIP 10.68.159.84 5000/TCP 5m46s\nfrontend ClusterIP 10.68.49.223 80/TCP 5m47s\nfrontend-external NodePort 10.68.146.131 80:30080/TCP 5m47s\npaymentservice ClusterIP 10.68.243.191 50051/TCP 5m47s\nproductcatalogservice ClusterIP 10.68.28.193 3550/TCP 5m48s\nrecommendationservice ClusterIP 10.68.190.13 8080/TCP 5m47s\nredis-cart ClusterIP 10.68.111.126 6379/TCP 5m46s\nshippingservice ClusterIP 10.68.118.255 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 11:05:50 ~ 2026-05-19 11:08:25', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu] | Normal=0.00 cores -> Current=0.01 cores (+720.3%)', 'FILESYSTEM_WRITE_SURGE [fs_write_bytes] | Normal=0.00B/s -> Current=13305.23B/s (New Spike) | Peak=55334.06B/s']}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 6452,\n \"total_errors\": 2,\n \"total_error_ratio\": 0.0003,\n \"patterns\": [\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T11:06:05.595940860+08:00 {\\\"error\\\":\\\"failed to complete the order: 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\\\":\\\"b68bf40c-fbbc-4068-965b-a5c4d39be1d2\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"7bb7daef-63db-419a-81fa-460b7682ae3b\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T03:06:05.595843454Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0002,\n \"sample\": \"2026-05-19T11:06:19.728297121+08:00 {\\\"error\\\":\\\"failed to get ads: rpc error: code = DeadlineExceeded desc = context deadline exceeded\\\",\\\"http.req.id\\\":\\\"076b366e-d4e2-4b2e-9973-e64161700d48\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"failed to retrieve ads\\\",\\\"session\\\":\\\"ba27fffc-52a1-4023-8f91-9323aff06355\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-19T03:06:19.728146706Z\\\"}\"\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: '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\"encoding/csv\"\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\tf, err := os.Create(\"/tmp/tmp.csv\")\n\tif err == nil {\n\t\tw := csv.NewWriter(f)\n\t\tfor i := 0; i < 60000; 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\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/3/path1.json b/golden-trajectory/boutique/codedefect/3/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..f949eae948cd415ddcad77c57ff70c6afafd4562 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/3/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetErrorLogs", + "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-vztrl 2/2 Running 0 5m43s\ncartservice-7c5f46fc47-wmbqp 2/2 Running 0 5m44s\ncheckoutservice-7c8866657f-hpwj6 1/2 Running 4 (50s ago) 2m32s\ncurrencyservice-5bc9dbdf66-562tt 2/2 Running 0 5m43s\nemailservice-c86b9b8f6-v4jx9 2/2 Running 0 5m43s\nfrontend-79bb68d59d-r5c89 2/2 Running 0 5m44s\npaymentservice-64b6c744b5-jph4w 2/2 Running 0 5m45s\nproductcatalogservice-5677b598bd-xxl76 2/2 Running 0 5m44s\nrecommendationservice-786899779d-z5v55 2/2 Running 0 5m45s\nredis-cart-64b9db6f79-8zvcn 2/2 Running 0 5m44s\nshippingservice-799cbfbc76-fn2q6 2/2 Running 0 5m45s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'checkoutservice-7c8866657f-hpwj6', namespace: 'boutique'}", + "output": "Name: checkoutservice-7c8866657f-hpwj6\nNamespace: boutique\nPriority: 0\nService Account: checkoutservice\nNode: worker-01/192.168.0.222\nStart Time: Tue, 19 May 2026 12:42:48 +0800\nLabels: app=checkoutservice\n networking.istio.io/tunnel=http\n pod-template-hash=7c8866657f\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=checkoutservice\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: 172.20.1.147\nIPs:\n IP: 172.20.1.147\nControlled By: ReplicaSet/checkoutservice-7c8866657f\nInit Containers:\n istio-validation:\n Container ID: containerd://23af4a70a0c8c4dad2264bbf696f9195802e69ba747d2e7afd9482f43cdb9ca0\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 12:42:49 +0800\n Finished: Tue, 19 May 2026 12:42:49 +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-7xdql (ro)\nContainers:\n server:\n Container ID: containerd://5702a1ea9e9ce9c66d9b1d9ea04ab3e0f53786c6db4e8f0fe72db4b56e99072b\n Image: wangyl2128/checkoutservice-v2:latest\n Image ID: docker.io/wangyl2128/checkoutservice-v2@sha256:800089300b1511fd78b72e9a9e458d61f2740976877744be45b2f60af3a5807b\n Port: 5050/TCP\n Host Port: 0/TCP\n State: Running\n Started: Tue, 19 May 2026 12:45:17 +0800\n Last State: Terminated\n Reason: Error\n Exit Code: 2\n Started: Tue, 19 May 2026 12:44:15 +0800\n Finished: Tue, 19 May 2026 12:44:30 +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 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: 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-7xdql (ro)\n istio-proxy:\n Container ID: containerd://3a90588eedbb49ddc83cdddbce6380101c98e8cf990d28570048af43ecec1d85\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 12:42:52 +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: checkoutservice-7c8866657f-hpwj6 (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\":5050,\"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: checkoutservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/checkoutservice\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\":5050,\"service\":\"\"},\"timeoutSeconds\":1},\"/app-health/server/readyz\":{\"grpc\":{\"port\":5050,\"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-7xdql (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-7xdql:\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 2m32s default-scheduler Successfully assigned boutique/checkoutservice-7c8866657f-hpwj6 to worker-01\n Normal Pulled 2m31s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m31s kubelet Created container istio-validation\n Normal Started 2m31s kubelet Started container istio-validation\n Normal Created 2m28s kubelet Created container istio-proxy\n Normal Pulled 2m28s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 2.068s (2.068s including waiting). Image size: 7906007 bytes.\n Normal Pulled 2m28s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m28s kubelet Started container istio-proxy\n Normal Pulled 2m18s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.883s (1.883s including waiting). Image size: 7906007 bytes.\n Normal Started 105s (x3 over 2m28s) kubelet Started container server\n Normal Pulled 105s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.929s (1.929s including waiting). Image size: 7906007 bytes.\n Warning BackOff 81s (x4 over 2m10s) kubelet Back-off restarting failed container server in pod checkoutservice-7c8866657f-hpwj6_boutique(b9670575-c401-4bb1-92e1-81a318110355)\n Normal Pulling 67s (x4 over 2m30s) kubelet Pulling image \"wangyl2128/checkoutservice-v2:latest\"\n Normal Created 65s (x4 over 2m28s) kubelet Created container server\n Normal Pulled 65s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.95s (1.95s including waiting). Image size: 7906007 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 3, 'alerts': [{'type': 'Service', 'name': 'paymentservice', 'time_range': '2026-05-19 12:42:44 ~ 2026-05-19 12:45:19', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-19 12:42:44 ~ 2026-05-19 12:45:19', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 167, '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\": 6393,\n \"total_errors\": 167,\n \"total_error_ratio\": 0.0261,\n \"patterns\": [\n {\n \"count\": 167,\n \"ratio\": 0.0261,\n \"sample\": \"2026-05-19T12:45:28.661203621+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"db5d2285-1be7-42bd-b013-78ec5912091f\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"950bccd1-09ef-4263-8469-2c215538c9c1\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T04:45:28.661118721Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}", + "output": "{\n \"total_log_count\": 42,\n \"total_errors\": 2,\n \"total_error_ratio\": 0.0476,\n \"patterns\": [\n {\n \"count\": 2,\n \"ratio\": 0.0476,\n \"sample\": \"panic: mismatching currency codes\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "{\n \"total_log_count\": 1503,\n \"total_errors\": 5,\n \"total_error_ratio\": 0.0033,\n \"patterns\": [\n {\n \"count\": 3,\n \"ratio\": 0.002,\n \"sample\": \"2026-05-19T12:44:30.135737182+08:00 GetCartAsync called with userId=EUR\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0007,\n \"sample\": \"2026-05-19T12:43:09.960849963+08:00 GetCartAsync called with userId=TRY\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0007,\n \"sample\": \"2026-05-19T12:43:49.544904419+08:00 GetCartAsync called with userId=JPY\"\n }\n ]\n}" + }, + { + "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\tuserID := req.UserId\n\tuserCurrency := req.UserCurrency\n\tuserID, userCurrency = userCurrency, userID\n\n\tprep, err := cs.prepareOrderItemsAndShippingQuoteFromCart(ctx, userID, 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/3/path2.json b/golden-trajectory/boutique/codedefect/3/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..329be95b9e5b674ae82f291fce51602c1b600eae --- /dev/null +++ b/golden-trajectory/boutique/codedefect/3/path2.json @@ -0,0 +1,70 @@ +{ + "statistics": { + "valid_tool_call_count": 10, + "total_trace_steps": 10, + "history_called_tool_names": [ + "GetResources", + "DescribeResource", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "GetErrorLogs", + "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-vztrl 2/2 Running 0 5m43s\ncartservice-7c5f46fc47-wmbqp 2/2 Running 0 5m44s\ncheckoutservice-7c8866657f-hpwj6 1/2 Running 4 (50s ago) 2m32s\ncurrencyservice-5bc9dbdf66-562tt 2/2 Running 0 5m43s\nemailservice-c86b9b8f6-v4jx9 2/2 Running 0 5m43s\nfrontend-79bb68d59d-r5c89 2/2 Running 0 5m44s\npaymentservice-64b6c744b5-jph4w 2/2 Running 0 5m45s\nproductcatalogservice-5677b598bd-xxl76 2/2 Running 0 5m44s\nrecommendationservice-786899779d-z5v55 2/2 Running 0 5m45s\nredis-cart-64b9db6f79-8zvcn 2/2 Running 0 5m44s\nshippingservice-799cbfbc76-fn2q6 2/2 Running 0 5m45s" + }, + { + "tool_name": "DescribeResource", + "calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'checkoutservice-7c8866657f-hpwj6', namespace: 'boutique'}", + "output": "Name: checkoutservice-7c8866657f-hpwj6\nNamespace: boutique\nPriority: 0\nService Account: checkoutservice\nNode: worker-01/192.168.0.222\nStart Time: Tue, 19 May 2026 12:42:48 +0800\nLabels: app=checkoutservice\n networking.istio.io/tunnel=http\n pod-template-hash=7c8866657f\n security.istio.io/tlsMode=istio\n service.istio.io/canonical-name=checkoutservice\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: 172.20.1.147\nIPs:\n IP: 172.20.1.147\nControlled By: ReplicaSet/checkoutservice-7c8866657f\nInit Containers:\n istio-validation:\n Container ID: containerd://23af4a70a0c8c4dad2264bbf696f9195802e69ba747d2e7afd9482f43cdb9ca0\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 12:42:49 +0800\n Finished: Tue, 19 May 2026 12:42:49 +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-7xdql (ro)\nContainers:\n server:\n Container ID: containerd://5702a1ea9e9ce9c66d9b1d9ea04ab3e0f53786c6db4e8f0fe72db4b56e99072b\n Image: wangyl2128/checkoutservice-v2:latest\n Image ID: docker.io/wangyl2128/checkoutservice-v2@sha256:800089300b1511fd78b72e9a9e458d61f2740976877744be45b2f60af3a5807b\n Port: 5050/TCP\n Host Port: 0/TCP\n State: Running\n Started: Tue, 19 May 2026 12:45:17 +0800\n Last State: Terminated\n Reason: Error\n Exit Code: 2\n Started: Tue, 19 May 2026 12:44:15 +0800\n Finished: Tue, 19 May 2026 12:44:30 +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 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: 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-7xdql (ro)\n istio-proxy:\n Container ID: containerd://3a90588eedbb49ddc83cdddbce6380101c98e8cf990d28570048af43ecec1d85\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 12:42:52 +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: checkoutservice-7c8866657f-hpwj6 (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\":5050,\"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: checkoutservice\n ISTIO_META_OWNER: kubernetes://apis/apps/v1/namespaces/boutique/deployments/checkoutservice\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\":5050,\"service\":\"\"},\"timeoutSeconds\":1},\"/app-health/server/readyz\":{\"grpc\":{\"port\":5050,\"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-7xdql (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-7xdql:\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 2m32s default-scheduler Successfully assigned boutique/checkoutservice-7c8866657f-hpwj6 to worker-01\n Normal Pulled 2m31s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Created 2m31s kubelet Created container istio-validation\n Normal Started 2m31s kubelet Started container istio-validation\n Normal Created 2m28s kubelet Created container istio-proxy\n Normal Pulled 2m28s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 2.068s (2.068s including waiting). Image size: 7906007 bytes.\n Normal Pulled 2m28s kubelet Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n Normal Started 2m28s kubelet Started container istio-proxy\n Normal Pulled 2m18s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.883s (1.883s including waiting). Image size: 7906007 bytes.\n Normal Started 105s (x3 over 2m28s) kubelet Started container server\n Normal Pulled 105s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.929s (1.929s including waiting). Image size: 7906007 bytes.\n Warning BackOff 81s (x4 over 2m10s) kubelet Back-off restarting failed container server in pod checkoutservice-7c8866657f-hpwj6_boutique(b9670575-c401-4bb1-92e1-81a318110355)\n Normal Pulling 67s (x4 over 2m30s) kubelet Pulling image \"wangyl2128/checkoutservice-v2:latest\"\n Normal Created 65s (x4 over 2m28s) kubelet Created container server\n Normal Pulled 65s kubelet Successfully pulled image \"wangyl2128/checkoutservice-v2:latest\" in 1.95s (1.95s including waiting). Image size: 7906007 bytes." + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 3, 'alerts': [{'type': 'Service', 'name': 'paymentservice', 'time_range': '2026-05-19 12:42:44 ~ 2026-05-19 12:45:19', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'type': 'Service', 'name': 'emailservice', 'time_range': '2026-05-19 12:42:44 ~ 2026-05-19 12:45:19', 'status': 'ABNORMAL', 'evidence': ['AVAILABILITY_MISSING [Data Loss] | success_rate vanished']}, {'request_method': 'POST', 'business_action': 'Checkout order', 'entry_service': 'frontend', 'url': '/cart/checkout', 'occurrences': 167, '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\": 6393,\n \"total_errors\": 167,\n \"total_error_ratio\": 0.0261,\n \"patterns\": [\n {\n \"count\": 167,\n \"ratio\": 0.0261,\n \"sample\": \"2026-05-19T12:45:28.661203621+08:00 {\\\"error\\\":\\\"failed to complete the order: rpc error: code = Unavailable desc = no healthy upstream\\\",\\\"http.req.id\\\":\\\"db5d2285-1be7-42bd-b013-78ec5912091f\\\",\\\"http.req.method\\\":\\\"POST\\\",\\\"http.req.path\\\":\\\"/cart/checkout\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"950bccd1-09ef-4263-8469-2c215538c9c1\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T04:45:28.661118721Z\\\"}\"\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": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}", + "output": "{\n \"total_log_count\": 42,\n \"total_errors\": 2,\n \"total_error_ratio\": 0.0476,\n \"patterns\": [\n {\n \"count\": 2,\n \"ratio\": 0.0476,\n \"sample\": \"panic: mismatching currency codes\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "{\n \"total_log_count\": 1503,\n \"total_errors\": 5,\n \"total_error_ratio\": 0.0033,\n \"patterns\": [\n {\n \"count\": 3,\n \"ratio\": 0.002,\n \"sample\": \"2026-05-19T12:44:30.135737182+08:00 GetCartAsync called with userId=EUR\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0007,\n \"sample\": \"2026-05-19T12:43:09.960849963+08:00 GetCartAsync called with userId=TRY\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0007,\n \"sample\": \"2026-05-19T12:43:49.544904419+08:00 GetCartAsync called with userId=JPY\"\n }\n ]\n}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'checkoutservice'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: checkoutservice\n namespace: boutique\n labels:\n app: checkoutservice\nspec:\n selector:\n matchLabels:\n app: checkoutservice\n template:\n metadata:\n labels:\n app: checkoutservice\n spec:\n serviceAccountName: checkoutservice\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/checkoutservice-v2:latest\n ports:\n - containerPort: 5050\n readinessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 5050\n livenessProbe:\n initialDelaySeconds: 5\n grpc:\n port: 5050\n env:\n - name: PORT\n value: \"5050\"\n - name: PRODUCT_CATALOG_SERVICE_ADDR\n value: \"productcatalogservice:3550\"\n - name: SHIPPING_SERVICE_ADDR\n value: \"shippingservice:50051\"\n - name: PAYMENT_SERVICE_ADDR\n value: \"paymentservice:50051\"\n - name: EMAIL_SERVICE_ADDR\n value: \"emailservice:5000\"\n - name: CURRENCY_SERVICE_ADDR\n value: \"currencyservice:7000\"\n - name: CART_SERVICE_ADDR\n value: \"cartservice:7070\"\n \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: checkoutservice\n namespace: boutique\n labels:\n app: checkoutservice\nspec:\n type: ClusterIP\n selector:\n app: checkoutservice\n ports:\n - name: grpc\n port: 5050\n targetPort: 5050\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: checkoutservice\n namespace: boutique" + }, + { + "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\tuserID := req.UserId\n\tuserCurrency := req.UserCurrency\n\tuserID, userCurrency = userCurrency, userID\n\n\tprep, err := cs.prepareOrderItemsAndShippingQuoteFromCart(ctx, userID, 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/30/path1.json b/golden-trajectory/boutique/codedefect/30/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..8b025cd62744ab81829c507b3de64f751a696692 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/30/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "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-gxjmt 2/2 Running 0 5m38s\ncartservice-7c5f46fc47-fkmpf 2/2 Running 0 5m38s\ncheckoutservice-5b97d6df88-bft8z 2/2 Running 0 5m38s\ncurrencyservice-5bc9dbdf66-c8rzf 2/2 Running 0 5m37s\nemailservice-c86b9b8f6-svb6j 2/2 Running 0 5m37s\nfrontend-697587b5d-fqpx6 2/2 Running 0 2m27s\npaymentservice-64b6c744b5-2lptq 2/2 Running 0 5m37s\nproductcatalogservice-5677b598bd-6vr54 2/2 Running 0 5m37s\nrecommendationservice-786899779d-br9fb 2/2 Running 0 5m36s\nredis-cart-64b9db6f79-9988k 2/2 Running 0 5m36s\nshippingservice-799cbfbc76-d6dr9 2/2 Running 0 5m36s" + }, + { + "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 10.68.14.201 9555/TCP 5m41s\ncartservice ClusterIP 10.68.191.145 7070/TCP 5m41s\ncheckoutservice ClusterIP 10.68.189.44 5050/TCP 5m41s\ncurrencyservice ClusterIP 10.68.26.72 7000/TCP 5m41s\nemailservice ClusterIP 10.68.163.104 5000/TCP 5m40s\nfrontend ClusterIP 10.68.116.236 80/TCP 5m40s\nfrontend-external NodePort 10.68.185.103 80:30080/TCP 5m40s\npaymentservice ClusterIP 10.68.188.101 50051/TCP 5m40s\nproductcatalogservice ClusterIP 10.68.114.129 3550/TCP 5m40s\nrecommendationservice ClusterIP 10.68.137.222 8080/TCP 5m39s\nredis-cart ClusterIP 10.68.201.136 6379/TCP 5m39s\nshippingservice ClusterIP 10.68.42.98 50051/TCP 5m39s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 3, 'alerts': [{'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 20, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}, {'request_method': 'GET', 'business_action': 'View cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 7, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}, {'request_method': 'POST', 'business_action': 'Add product to cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 2, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 7886,\n \"total_errors\": 2,\n \"total_error_ratio\": 0.0003,\n \"patterns\": [\n {\n \"count\": 1,\n \"ratio\": 0.0001,\n \"sample\": \"2026-05-18T23:06:55.321780831+08:00 {\\\"error\\\":\\\"failed to get ads: rpc error: code = DeadlineExceeded desc = context deadline exceeded\\\",\\\"http.req.id\\\":\\\"50f5305e-8aff-4171-99eb-7257d8bcd347\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/66VCHSJNUP\\\",\\\"message\\\":\\\"failed to retrieve ads\\\",\\\"session\\\":\\\"c28f042d-e444-40f0-b6bb-35790d4921cb\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-18T15:06:55.32166814Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0001,\n \"sample\": \"2026-05-18T23:09:05.731762049+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"b9734ea9-bb8c-49ce-be95-d7f4c506b24e\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/LS4PSXUNUM\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"c911333d-50c7-4621-a465-458590cc58c8\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T15:09:05.731646958Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "{\n \"total_log_count\": 2807,\n \"total_errors\": 766,\n \"total_error_ratio\": 0.2729,\n \"patterns\": [\n {\n \"count\": 766,\n \"ratio\": 0.2729,\n \"sample\": \"2026-05-18T23:09:05.619469354+08:00 AddItemAsync called with userId=66VCHSJNUP, productId=fb13bad5-dc1f-420a-b87d-c53033adb784, quantity=9\"\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: 'frontend'}", + "output": "{\n \"service\": \"frontend\",\n \"root\": \"code/frontend\",\n \"files\": [\n {\n \"path\": \"deployment_details.go\",\n \"description\": \"frontend deployment metadata helpers exposed to templates and diagnostics.\"\n },\n {\n \"path\": \"handlers.go\",\n \"description\": \"HTTP request handlers for home, product, cart, checkout, currency, assistant, and ad selection flows.\"\n },\n {\n \"path\": \"main.go\",\n \"description\": \"frontend process entrypoint, environment configuration, backend gRPC connections, HTTP route registration, and observability setup.\"\n },\n {\n \"path\": \"middleware.go\",\n \"description\": \"frontend HTTP middleware for request logging and trace context handling.\"\n },\n {\n \"path\": \"money/money.go\",\n \"description\": \"money formatting and arithmetic helpers used by frontend page rendering.\"\n },\n {\n \"path\": \"packaging_info.go\",\n \"description\": \"optional packaging service integration helpers used by product pages.\"\n },\n {\n \"path\": \"rpc.go\",\n \"description\": \"frontend backend RPC client wrappers for product catalog, cart, recommendation, shipping, currency, checkout, and ads.\"\n },\n {\n \"path\": \"validator/validator.go\",\n \"description\": \"request payload structs and validation helpers for cart, checkout, and currency forms.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'frontend', file_path: 'handlers.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\"encoding/json\"\n\t\"fmt\"\n\t\"html/template\"\n\t\"io\"\n\t\"math/rand\"\n\t\"net\"\n\t\"net/http\"\n\t\"os\"\n\t\"strconv\"\n\t\"strings\"\n\t\"time\"\n\n\t\"github.com/gorilla/mux\"\n\t\"github.com/pkg/errors\"\n\t\"github.com/sirupsen/logrus\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/genproto\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/money\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/validator\"\n)\n\ntype platformDetails struct {\n\tcss string\n\tprovider string\n}\n\nvar (\n\tfrontendMessage = strings.TrimSpace(os.Getenv(\"FRONTEND_MESSAGE\"))\n\tisCymbalBrand = \"true\" == strings.ToLower(os.Getenv(\"CYMBAL_BRANDING\"))\n\tassistantEnabled = \"true\" == strings.ToLower(os.Getenv(\"ENABLE_ASSISTANT\"))\n\ttemplates = template.Must(template.New(\"\").\n\t\t\t\tFuncs(template.FuncMap{\n\t\t\t\"renderMoney\": renderMoney,\n\t\t\t\"renderCurrencyLogo\": renderCurrencyLogo,\n\t\t}).ParseGlob(\"templates/*.html\"))\n\tplat platformDetails\n)\n\nvar validEnvs = []string{\"local\", \"gcp\", \"azure\", \"aws\", \"onprem\", \"alibaba\"}\n\nfunc (fe *frontendServer) homeHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.WithField(\"currency\", currentCurrency(r)).Info(\"home\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tproducts, err := fe.getProducts(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve products\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype productView struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}\n\tps := make([]productView, len(products))\n\tfor i, p := range products {\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"failed to do currency conversion for product %s\", p.GetId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tps[i] = productView{p, price}\n\t}\n\n\t// Set ENV_PLATFORM (default to local if not set; use env var if set; otherwise detect GCP, which overrides env)_\n\tvar env = os.Getenv(\"ENV_PLATFORM\")\n\t// Only override from env variable if set + valid env\n\tif env == \"\" || stringinSlice(validEnvs, env) == false {\n\t\tfmt.Println(\"env platform is either empty or invalid\")\n\t\tenv = \"local\"\n\t}\n\t// Autodetect GCP\n\taddrs, err := net.LookupHost(\"metadata.google.internal.\")\n\tif err == nil && len(addrs) >= 0 {\n\t\tlog.Debugf(\"Detected Google metadata server: %v, setting ENV_PLATFORM to GCP.\", addrs)\n\t\tenv = \"gcp\"\n\t}\n\n\tlog.Debugf(\"ENV_PLATFORM is: %s\", env)\n\tplat = platformDetails{}\n\tplat.setPlatformDetails(strings.ToLower(env))\n\n\tif err := templates.ExecuteTemplate(w, \"home\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"products\": ps,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"banner_color\": os.Getenv(\"BANNER_COLOR\"), // illustrates canary deployments\n\t\t\"ad\": fe.chooseAd(r.Context(), []string{}, log),\n\t})); err != nil {\n\t\tlog.Error(err)\n\t}\n}\n\nfunc (plat *platformDetails) setPlatformDetails(env string) {\n\tif env == \"aws\" {\n\t\tplat.provider = \"AWS\"\n\t\tplat.css = \"aws-platform\"\n\t} else if env == \"onprem\" {\n\t\tplat.provider = \"On-Premises\"\n\t\tplat.css = \"onprem-platform\"\n\t} else if env == \"azure\" {\n\t\tplat.provider = \"Azure\"\n\t\tplat.css = \"azure-platform\"\n\t} else if env == \"gcp\" {\n\t\tplat.provider = \"Google Cloud\"\n\t\tplat.css = \"gcp-platform\"\n\t} else if env == \"alibaba\" {\n\t\tplat.provider = \"Alibaba Cloud\"\n\t\tplat.css = \"alibaba-platform\"\n\t} else {\n\t\tplat.provider = \"local\"\n\t\tplat.css = \"local\"\n\t}\n}\n\nfunc (fe *frontendServer) productHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tid := mux.Vars(r)[\"id\"]\n\tif id == \"\" {\n\t\trenderHTTPError(log, r, w, errors.New(\"product id not specified\"), http.StatusBadRequest)\n\t\treturn\n\t}\n\tlog.WithField(\"id\", id).WithField(\"currency\", currentCurrency(r)).\n\t\tDebug(\"serving product page\")\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to convert currency\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), []string{id})\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tproduct := struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}{p, price}\n\n\t// Fetch packaging info (weight/dimensions) of the product\n\t// The packaging service is an optional microservice you can run as part of a Google Cloud demo.\n\tvar packagingInfo *PackagingInfo = nil\n\tif isPackagingServiceConfigured() {\n\t\tpackagingInfo, err = httpGetPackagingInfo(id)\n\t\tif err != nil {\n\t\t\tfmt.Println(\"Failed to obtain product's packaging info:\", err)\n\t\t}\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"product\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"ad\": fe.chooseAd(r.Context(), p.Categories, log),\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"product\": product,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"packagingInfo\": packagingInfo,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) addToCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tquantity, _ := strconv.ParseUint(r.FormValue(\"quantity\"), 10, 32)\n\tproductID := r.FormValue(\"product_id\")\n\tpayload := validator.AddToCartPayload{\n\t\tQuantity: quantity,\n\t\tProductID: productID,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"product\", payload.ProductID).WithField(\"quantity\", payload.Quantity).Debug(\"adding to cart\")\n\n\tp, err := fe.getProduct(r.Context(), payload.ProductID)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tuserID := sessionID(r)\n\tproductID = p.GetId()\n\tuserID, productID = productID, userID\n\tif err := fe.insertCart(r.Context(), userID, productID, int32(payload.Quantity)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to add to cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/cart\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) emptyCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"emptying cart\")\n\n\tif err := fe.emptyCart(r.Context(), sessionID(r)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to empty cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) viewCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"view user cart\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), cartIDs(cart))\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tshippingCost, err := fe.getShippingQuote(r.Context(), cart, currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to get shipping quote\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype cartItemView struct {\n\t\tItem *pb.Product\n\t\tQuantity int32\n\t\tPrice *pb.Money\n\t}\n\titems := make([]cartItemView, len(cart))\n\ttotalPrice := pb.Money{CurrencyCode: currentCurrency(r)}\n\tfor i, item := range cart {\n\t\tp, err := fe.getProduct(r.Context(), item.GetProductId())\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not retrieve product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not convert currency for product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\n\t\tmultPrice := money.MultiplySlow(*price, uint32(item.GetQuantity()))\n\t\titems[i] = cartItemView{\n\t\t\tItem: p,\n\t\t\tQuantity: item.GetQuantity(),\n\t\t\tPrice: &multPrice}\n\t\ttotalPrice = money.Must(money.Sum(totalPrice, multPrice))\n\t}\n\ttotalPrice = money.Must(money.Sum(totalPrice, *shippingCost))\n\tyear := time.Now().Year()\n\n\tif err := templates.ExecuteTemplate(w, \"cart\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"currencies\": currencies,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"shipping_cost\": shippingCost,\n\t\t\"show_currency\": true,\n\t\t\"total_cost\": totalPrice,\n\t\t\"items\": items,\n\t\t\"expiration_years\": []int{year, year + 1, year + 2, year + 3, year + 4},\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) placeOrderHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"placing order\")\n\n\tvar (\n\t\temail = r.FormValue(\"email\")\n\t\tstreetAddress = r.FormValue(\"street_address\")\n\t\tzipCode, _ = strconv.ParseInt(r.FormValue(\"zip_code\"), 10, 32)\n\t\tcity = r.FormValue(\"city\")\n\t\tstate = r.FormValue(\"state\")\n\t\tcountry = r.FormValue(\"country\")\n\t\tccNumber = r.FormValue(\"credit_card_number\")\n\t\tccMonth, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_month\"), 10, 32)\n\t\tccYear, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_year\"), 10, 32)\n\t\tccCVV, _ = strconv.ParseInt(r.FormValue(\"credit_card_cvv\"), 10, 32)\n\t)\n\n\tpayload := validator.PlaceOrderPayload{\n\t\tEmail: email,\n\t\tStreetAddress: streetAddress,\n\t\tZipCode: zipCode,\n\t\tCity: city,\n\t\tState: state,\n\t\tCountry: country,\n\t\tCcNumber: ccNumber,\n\t\tCcMonth: ccMonth,\n\t\tCcYear: ccYear,\n\t\tCcCVV: ccCVV,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\n\torder, err := pb.NewCheckoutServiceClient(fe.checkoutSvcConn).\n\t\tPlaceOrder(r.Context(), &pb.PlaceOrderRequest{\n\t\t\tEmail: payload.Email,\n\t\t\tCreditCard: &pb.CreditCardInfo{\n\t\t\t\tCreditCardNumber: payload.CcNumber,\n\t\t\t\tCreditCardExpirationMonth: int32(payload.CcMonth),\n\t\t\t\tCreditCardExpirationYear: int32(payload.CcYear),\n\t\t\t\tCreditCardCvv: int32(payload.CcCVV)},\n\t\t\tUserId: sessionID(r),\n\t\t\tUserCurrency: currentCurrency(r),\n\t\t\tAddress: &pb.Address{\n\t\t\t\tStreetAddress: payload.StreetAddress,\n\t\t\t\tCity: payload.City,\n\t\t\t\tState: payload.State,\n\t\t\t\tZipCode: int32(payload.ZipCode),\n\t\t\t\tCountry: payload.Country},\n\t\t})\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to complete the order\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tlog.WithField(\"order\", order.GetOrder().GetOrderId()).Info(\"order placed\")\n\n\torder.GetOrder().GetItems()\n\trecommendations, _ := fe.getRecommendations(r.Context(), sessionID(r), nil)\n\n\ttotalPaid := *order.GetOrder().GetShippingCost()\n\tfor _, v := range order.GetOrder().GetItems() {\n\t\tmultPrice := money.MultiplySlow(*v.GetCost(), uint32(v.GetItem().GetQuantity()))\n\t\ttotalPaid = money.Must(money.Sum(totalPaid, multPrice))\n\t}\n\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"order\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t\t\"order\": order.GetOrder(),\n\t\t\"total_paid\": &totalPaid,\n\t\t\"recommendations\": recommendations,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) assistantHandler(w http.ResponseWriter, r *http.Request) {\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"assistant\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) logoutHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"logging out\")\n\tfor _, c := range r.Cookies() {\n\t\tc.Expires = time.Now().Add(-time.Hour * 24 * 365)\n\t\tc.MaxAge = -1\n\t\thttp.SetCookie(w, c)\n\t}\n\tw.Header().Set(\"Location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) getProductByID(w http.ResponseWriter, r *http.Request) {\n\tid := mux.Vars(r)[\"ids\"]\n\tif id == \"\" {\n\t\treturn\n\t}\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\treturn\n\t}\n\n\tjsonData, err := json.Marshal(p)\n\tif err != nil {\n\t\tfmt.Println(err)\n\t\treturn\n\t}\n\n\tw.Write(jsonData)\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) chatBotHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\ttype Response struct {\n\t\tMessage string `json:\"message\"`\n\t}\n\n\ttype LLMResponse struct {\n\t\tContent string `json:\"content\"`\n\t\tDetails map[string]any `json:\"details\"`\n\t}\n\n\tvar response LLMResponse\n\n\turl := \"http://\" + fe.shoppingAssistantSvcAddr\n\treq, err := http.NewRequest(http.MethodPost, url, r.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to create request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\treq.Header.Set(\"Content-Type\", \"application/json\")\n\treq.Header.Set(\"Accept\", \"application/json\")\n\tres, err := http.DefaultClient.Do(req)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to send request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tbody, err := io.ReadAll(res.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to read response\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tfmt.Printf(\"%+v\\n\", body)\n\tfmt.Printf(\"%+v\\n\", res)\n\n\terr = json.Unmarshal(body, &response)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to unmarshal body\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// respond with the same message\n\tjson.NewEncoder(w).Encode(Response{Message: response.Content})\n\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) setCurrencyHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tcur := r.FormValue(\"currency_code\")\n\tpayload := validator.SetCurrencyPayload{Currency: cur}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"curr.new\", payload.Currency).WithField(\"curr.old\", currentCurrency(r)).\n\t\tDebug(\"setting currency\")\n\n\tif payload.Currency != \"\" {\n\t\thttp.SetCookie(w, &http.Cookie{\n\t\t\tName: cookieCurrency,\n\t\t\tValue: payload.Currency,\n\t\t\tMaxAge: cookieMaxAge,\n\t\t})\n\t}\n\treferer := r.Header.Get(\"referer\")\n\tif referer == \"\" {\n\t\treferer = baseUrl + \"/\"\n\t}\n\tw.Header().Set(\"Location\", referer)\n\tw.WriteHeader(http.StatusFound)\n}\n\n// chooseAd queries for advertisements available and randomly chooses one, if\n// available. It ignores the error retrieving the ad since it is not critical.\nfunc (fe *frontendServer) chooseAd(ctx context.Context, ctxKeys []string, log logrus.FieldLogger) *pb.Ad {\n\tads, err := fe.getAd(ctx, ctxKeys)\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to retrieve ads\")\n\t\treturn nil\n\t}\n\treturn ads[rand.Intn(len(ads))]\n}\n\nfunc renderHTTPError(log logrus.FieldLogger, r *http.Request, w http.ResponseWriter, err error, code int) {\n\tlog.WithField(\"error\", err).Error(\"request error\")\n\terrMsg := fmt.Sprintf(\"%+v\", err)\n\n\tw.WriteHeader(code)\n\n\tif templateErr := templates.ExecuteTemplate(w, \"error\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"error\": errMsg,\n\t\t\"status_code\": code,\n\t\t\"status\": http.StatusText(code),\n\t})); templateErr != nil {\n\t\tlog.Println(templateErr)\n\t}\n}\n\nfunc injectCommonTemplateData(r *http.Request, payload map[string]interface{}) map[string]interface{} {\n\tdata := map[string]interface{}{\n\t\t\"session_id\": sessionID(r),\n\t\t\"request_id\": r.Context().Value(ctxKeyRequestID{}),\n\t\t\"user_currency\": currentCurrency(r),\n\t\t\"platform_css\": plat.css,\n\t\t\"platform_name\": plat.provider,\n\t\t\"is_cymbal_brand\": isCymbalBrand,\n\t\t\"assistant_enabled\": assistantEnabled,\n\t\t\"deploymentDetails\": deploymentDetailsMap,\n\t\t\"frontendMessage\": frontendMessage,\n\t\t\"currentYear\": time.Now().Year(),\n\t\t\"baseUrl\": baseUrl,\n\t}\n\n\tfor k, v := range payload {\n\t\tdata[k] = v\n\t}\n\n\treturn data\n}\n\nfunc currentCurrency(r *http.Request) string {\n\tc, _ := r.Cookie(cookieCurrency)\n\tif c != nil {\n\t\treturn c.Value\n\t}\n\treturn defaultCurrency\n}\n\nfunc sessionID(r *http.Request) string {\n\tv := r.Context().Value(ctxKeySessionID{})\n\tif v != nil {\n\t\treturn v.(string)\n\t}\n\treturn \"\"\n}\n\nfunc cartIDs(c []*pb.CartItem) []string {\n\tout := make([]string, len(c))\n\tfor i, v := range c {\n\t\tout[i] = v.GetProductId()\n\t}\n\treturn out\n}\n\n// get total # of items in cart\nfunc cartSize(c []*pb.CartItem) int {\n\tcartSize := 0\n\tfor _, item := range c {\n\t\tcartSize += int(item.GetQuantity())\n\t}\n\treturn cartSize\n}\n\nfunc renderMoney(money pb.Money) string {\n\tcurrencyLogo := renderCurrencyLogo(money.GetCurrencyCode())\n\treturn fmt.Sprintf(\"%s%d.%02d\", currencyLogo, money.GetUnits(), money.GetNanos()/10000000)\n}\n\nfunc renderCurrencyLogo(currencyCode string) string {\n\tlogos := map[string]string{\n\t\t\"USD\": \"$\",\n\t\t\"CAD\": \"$\",\n\t\t\"JPY\": \"¥\",\n\t\t\"EUR\": \"€\",\n\t\t\"TRY\": \"₺\",\n\t\t\"GBP\": \"£\",\n\t}\n\n\tlogo := \"$\" //default\n\tif val, ok := logos[currencyCode]; ok {\n\t\tlogo = val\n\t}\n\treturn logo\n}\n\nfunc stringinSlice(slice []string, val string) bool {\n\tfor _, item := range slice {\n\t\tif item == val {\n\t\t\treturn true\n\t\t}\n\t}\n\treturn false\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/30/path2.json b/golden-trajectory/boutique/codedefect/30/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..4d1c533c298c98193d49040bf1ca761531162964 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/30/path2.json @@ -0,0 +1,70 @@ +{ + "statistics": { + "valid_tool_call_count": 10, + "total_trace_steps": 10, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "GetResources", + "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-gxjmt 2/2 Running 0 5m38s\ncartservice-7c5f46fc47-fkmpf 2/2 Running 0 5m38s\ncheckoutservice-5b97d6df88-bft8z 2/2 Running 0 5m38s\ncurrencyservice-5bc9dbdf66-c8rzf 2/2 Running 0 5m37s\nemailservice-c86b9b8f6-svb6j 2/2 Running 0 5m37s\nfrontend-697587b5d-fqpx6 2/2 Running 0 2m27s\npaymentservice-64b6c744b5-2lptq 2/2 Running 0 5m37s\nproductcatalogservice-5677b598bd-6vr54 2/2 Running 0 5m37s\nrecommendationservice-786899779d-br9fb 2/2 Running 0 5m36s\nredis-cart-64b9db6f79-9988k 2/2 Running 0 5m36s\nshippingservice-799cbfbc76-d6dr9 2/2 Running 0 5m36s" + }, + { + "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 10.68.14.201 9555/TCP 5m41s\ncartservice ClusterIP 10.68.191.145 7070/TCP 5m41s\ncheckoutservice ClusterIP 10.68.189.44 5050/TCP 5m41s\ncurrencyservice ClusterIP 10.68.26.72 7000/TCP 5m41s\nemailservice ClusterIP 10.68.163.104 5000/TCP 5m40s\nfrontend ClusterIP 10.68.116.236 80/TCP 5m40s\nfrontend-external NodePort 10.68.185.103 80:30080/TCP 5m40s\npaymentservice ClusterIP 10.68.188.101 50051/TCP 5m40s\nproductcatalogservice ClusterIP 10.68.114.129 3550/TCP 5m40s\nrecommendationservice ClusterIP 10.68.137.222 8080/TCP 5m39s\nredis-cart ClusterIP 10.68.201.136 6379/TCP 5m39s\nshippingservice ClusterIP 10.68.42.98 50051/TCP 5m39s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 3, 'alerts': [{'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 20, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}, {'request_method': 'GET', 'business_action': 'View cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 7, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}, {'request_method': 'POST', 'business_action': 'Add product to cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 2, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 7886,\n \"total_errors\": 2,\n \"total_error_ratio\": 0.0003,\n \"patterns\": [\n {\n \"count\": 1,\n \"ratio\": 0.0001,\n \"sample\": \"2026-05-18T23:06:55.321780831+08:00 {\\\"error\\\":\\\"failed to get ads: rpc error: code = DeadlineExceeded desc = context deadline exceeded\\\",\\\"http.req.id\\\":\\\"50f5305e-8aff-4171-99eb-7257d8bcd347\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/66VCHSJNUP\\\",\\\"message\\\":\\\"failed to retrieve ads\\\",\\\"session\\\":\\\"c28f042d-e444-40f0-b6bb-35790d4921cb\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-18T15:06:55.32166814Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0001,\n \"sample\": \"2026-05-18T23:09:05.731762049+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"b9734ea9-bb8c-49ce-be95-d7f4c506b24e\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/LS4PSXUNUM\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"c911333d-50c7-4621-a465-458590cc58c8\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T15:09:05.731646958Z\\\"}\"\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: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME ENDPOINTS AGE\nadservice 172.20.2.43:9555 6m\ncartservice 172.20.1.192:7070 6m\ncheckoutservice 172.20.2.44:5050 6m\ncurrencyservice 172.20.1.193:7000 6m\nemailservice 172.20.2.45:8080 5m59s\nfrontend 172.20.1.197:8080 5m59s\nfrontend-external 172.20.1.197:8080 5m59s\npaymentservice 172.20.2.46:50051 5m59s\nproductcatalogservice 172.20.1.195:3550 5m59s\nrecommendationservice 172.20.2.47:8080 5m58s\nredis-cart 172.20.1.196:6379 5m58s\nshippingservice 172.20.2.48:50051 5m58s" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "{\n \"total_log_count\": 2807,\n \"total_errors\": 766,\n \"total_error_ratio\": 0.2729,\n \"patterns\": [\n {\n \"count\": 766,\n \"ratio\": 0.2729,\n \"sample\": \"2026-05-18T23:09:05.619469354+08:00 AddItemAsync called with userId=66VCHSJNUP, productId=fb13bad5-dc1f-420a-b87d-c53033adb784, quantity=9\"\n }\n ]\n}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'frontend'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: frontend\n namespace: boutique\n labels:\n app: frontend\nspec:\n selector:\n matchLabels:\n app: frontend\n template:\n metadata:\n labels:\n app: frontend\n annotations:\n sidecar.istio.io/rewriteAppHTTPProbers: \"true\"\n spec:\n serviceAccountName: frontend\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/frontend-v2:latest\n ports:\n - containerPort: 8080\n env:\n - name: PORT\n value: \"8080\"\n - name: PRODUCT_CATALOG_SERVICE_ADDR\n value: \"productcatalogservice:3550\"\n - name: CURRENCY_SERVICE_ADDR\n value: \"currencyservice:7000\"\n - name: CART_SERVICE_ADDR\n value: \"cartservice:7070\"\n - name: RECOMMENDATION_SERVICE_ADDR\n value: \"recommendationservice:8080\"\n - name: SHIPPING_SERVICE_ADDR\n value: \"shippingservice:50051\"\n - name: CHECKOUT_SERVICE_ADDR\n value: \"checkoutservice:5050\"\n - name: AD_SERVICE_ADDR\n value: \"adservice:9555\"\n - name: SHOPPING_ASSISTANT_SERVICE_ADDR\n value: \"shoppingassistantservice:80\"\n - name: ENABLE_PROFILER\n value: \"0\"\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: frontend\n namespace: boutique\n labels:\n app: frontend\nspec:\n type: ClusterIP\n selector:\n app: frontend\n ports:\n - name: http\n port: 80\n targetPort: 8080\n\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: frontend\n namespace: boutique\n\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: frontend-external\n namespace: boutique\n labels:\n app: frontend\nspec:\n type: NodePort\n selector:\n app: frontend\n ports:\n - name: http\n port: 80\n targetPort: 8080\n nodePort: 30080" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'frontend'}", + "output": "{\n \"service\": \"frontend\",\n \"root\": \"code/frontend\",\n \"files\": [\n {\n \"path\": \"deployment_details.go\",\n \"description\": \"frontend deployment metadata helpers exposed to templates and diagnostics.\"\n },\n {\n \"path\": \"handlers.go\",\n \"description\": \"HTTP request handlers for home, product, cart, checkout, currency, assistant, and ad selection flows.\"\n },\n {\n \"path\": \"main.go\",\n \"description\": \"frontend process entrypoint, environment configuration, backend gRPC connections, HTTP route registration, and observability setup.\"\n },\n {\n \"path\": \"middleware.go\",\n \"description\": \"frontend HTTP middleware for request logging and trace context handling.\"\n },\n {\n \"path\": \"money/money.go\",\n \"description\": \"money formatting and arithmetic helpers used by frontend page rendering.\"\n },\n {\n \"path\": \"packaging_info.go\",\n \"description\": \"optional packaging service integration helpers used by product pages.\"\n },\n {\n \"path\": \"rpc.go\",\n \"description\": \"frontend backend RPC client wrappers for product catalog, cart, recommendation, shipping, currency, checkout, and ads.\"\n },\n {\n \"path\": \"validator/validator.go\",\n \"description\": \"request payload structs and validation helpers for cart, checkout, and currency forms.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'frontend', file_path: 'handlers.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\"encoding/json\"\n\t\"fmt\"\n\t\"html/template\"\n\t\"io\"\n\t\"math/rand\"\n\t\"net\"\n\t\"net/http\"\n\t\"os\"\n\t\"strconv\"\n\t\"strings\"\n\t\"time\"\n\n\t\"github.com/gorilla/mux\"\n\t\"github.com/pkg/errors\"\n\t\"github.com/sirupsen/logrus\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/genproto\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/money\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/validator\"\n)\n\ntype platformDetails struct {\n\tcss string\n\tprovider string\n}\n\nvar (\n\tfrontendMessage = strings.TrimSpace(os.Getenv(\"FRONTEND_MESSAGE\"))\n\tisCymbalBrand = \"true\" == strings.ToLower(os.Getenv(\"CYMBAL_BRANDING\"))\n\tassistantEnabled = \"true\" == strings.ToLower(os.Getenv(\"ENABLE_ASSISTANT\"))\n\ttemplates = template.Must(template.New(\"\").\n\t\t\t\tFuncs(template.FuncMap{\n\t\t\t\"renderMoney\": renderMoney,\n\t\t\t\"renderCurrencyLogo\": renderCurrencyLogo,\n\t\t}).ParseGlob(\"templates/*.html\"))\n\tplat platformDetails\n)\n\nvar validEnvs = []string{\"local\", \"gcp\", \"azure\", \"aws\", \"onprem\", \"alibaba\"}\n\nfunc (fe *frontendServer) homeHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.WithField(\"currency\", currentCurrency(r)).Info(\"home\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tproducts, err := fe.getProducts(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve products\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype productView struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}\n\tps := make([]productView, len(products))\n\tfor i, p := range products {\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"failed to do currency conversion for product %s\", p.GetId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tps[i] = productView{p, price}\n\t}\n\n\t// Set ENV_PLATFORM (default to local if not set; use env var if set; otherwise detect GCP, which overrides env)_\n\tvar env = os.Getenv(\"ENV_PLATFORM\")\n\t// Only override from env variable if set + valid env\n\tif env == \"\" || stringinSlice(validEnvs, env) == false {\n\t\tfmt.Println(\"env platform is either empty or invalid\")\n\t\tenv = \"local\"\n\t}\n\t// Autodetect GCP\n\taddrs, err := net.LookupHost(\"metadata.google.internal.\")\n\tif err == nil && len(addrs) >= 0 {\n\t\tlog.Debugf(\"Detected Google metadata server: %v, setting ENV_PLATFORM to GCP.\", addrs)\n\t\tenv = \"gcp\"\n\t}\n\n\tlog.Debugf(\"ENV_PLATFORM is: %s\", env)\n\tplat = platformDetails{}\n\tplat.setPlatformDetails(strings.ToLower(env))\n\n\tif err := templates.ExecuteTemplate(w, \"home\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"products\": ps,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"banner_color\": os.Getenv(\"BANNER_COLOR\"), // illustrates canary deployments\n\t\t\"ad\": fe.chooseAd(r.Context(), []string{}, log),\n\t})); err != nil {\n\t\tlog.Error(err)\n\t}\n}\n\nfunc (plat *platformDetails) setPlatformDetails(env string) {\n\tif env == \"aws\" {\n\t\tplat.provider = \"AWS\"\n\t\tplat.css = \"aws-platform\"\n\t} else if env == \"onprem\" {\n\t\tplat.provider = \"On-Premises\"\n\t\tplat.css = \"onprem-platform\"\n\t} else if env == \"azure\" {\n\t\tplat.provider = \"Azure\"\n\t\tplat.css = \"azure-platform\"\n\t} else if env == \"gcp\" {\n\t\tplat.provider = \"Google Cloud\"\n\t\tplat.css = \"gcp-platform\"\n\t} else if env == \"alibaba\" {\n\t\tplat.provider = \"Alibaba Cloud\"\n\t\tplat.css = \"alibaba-platform\"\n\t} else {\n\t\tplat.provider = \"local\"\n\t\tplat.css = \"local\"\n\t}\n}\n\nfunc (fe *frontendServer) productHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tid := mux.Vars(r)[\"id\"]\n\tif id == \"\" {\n\t\trenderHTTPError(log, r, w, errors.New(\"product id not specified\"), http.StatusBadRequest)\n\t\treturn\n\t}\n\tlog.WithField(\"id\", id).WithField(\"currency\", currentCurrency(r)).\n\t\tDebug(\"serving product page\")\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to convert currency\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), []string{id})\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tproduct := struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}{p, price}\n\n\t// Fetch packaging info (weight/dimensions) of the product\n\t// The packaging service is an optional microservice you can run as part of a Google Cloud demo.\n\tvar packagingInfo *PackagingInfo = nil\n\tif isPackagingServiceConfigured() {\n\t\tpackagingInfo, err = httpGetPackagingInfo(id)\n\t\tif err != nil {\n\t\t\tfmt.Println(\"Failed to obtain product's packaging info:\", err)\n\t\t}\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"product\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"ad\": fe.chooseAd(r.Context(), p.Categories, log),\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"product\": product,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"packagingInfo\": packagingInfo,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) addToCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tquantity, _ := strconv.ParseUint(r.FormValue(\"quantity\"), 10, 32)\n\tproductID := r.FormValue(\"product_id\")\n\tpayload := validator.AddToCartPayload{\n\t\tQuantity: quantity,\n\t\tProductID: productID,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"product\", payload.ProductID).WithField(\"quantity\", payload.Quantity).Debug(\"adding to cart\")\n\n\tp, err := fe.getProduct(r.Context(), payload.ProductID)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tuserID := sessionID(r)\n\tproductID = p.GetId()\n\tuserID, productID = productID, userID\n\tif err := fe.insertCart(r.Context(), userID, productID, int32(payload.Quantity)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to add to cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/cart\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) emptyCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"emptying cart\")\n\n\tif err := fe.emptyCart(r.Context(), sessionID(r)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to empty cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) viewCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"view user cart\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), cartIDs(cart))\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tshippingCost, err := fe.getShippingQuote(r.Context(), cart, currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to get shipping quote\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype cartItemView struct {\n\t\tItem *pb.Product\n\t\tQuantity int32\n\t\tPrice *pb.Money\n\t}\n\titems := make([]cartItemView, len(cart))\n\ttotalPrice := pb.Money{CurrencyCode: currentCurrency(r)}\n\tfor i, item := range cart {\n\t\tp, err := fe.getProduct(r.Context(), item.GetProductId())\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not retrieve product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not convert currency for product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\n\t\tmultPrice := money.MultiplySlow(*price, uint32(item.GetQuantity()))\n\t\titems[i] = cartItemView{\n\t\t\tItem: p,\n\t\t\tQuantity: item.GetQuantity(),\n\t\t\tPrice: &multPrice}\n\t\ttotalPrice = money.Must(money.Sum(totalPrice, multPrice))\n\t}\n\ttotalPrice = money.Must(money.Sum(totalPrice, *shippingCost))\n\tyear := time.Now().Year()\n\n\tif err := templates.ExecuteTemplate(w, \"cart\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"currencies\": currencies,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"shipping_cost\": shippingCost,\n\t\t\"show_currency\": true,\n\t\t\"total_cost\": totalPrice,\n\t\t\"items\": items,\n\t\t\"expiration_years\": []int{year, year + 1, year + 2, year + 3, year + 4},\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) placeOrderHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"placing order\")\n\n\tvar (\n\t\temail = r.FormValue(\"email\")\n\t\tstreetAddress = r.FormValue(\"street_address\")\n\t\tzipCode, _ = strconv.ParseInt(r.FormValue(\"zip_code\"), 10, 32)\n\t\tcity = r.FormValue(\"city\")\n\t\tstate = r.FormValue(\"state\")\n\t\tcountry = r.FormValue(\"country\")\n\t\tccNumber = r.FormValue(\"credit_card_number\")\n\t\tccMonth, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_month\"), 10, 32)\n\t\tccYear, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_year\"), 10, 32)\n\t\tccCVV, _ = strconv.ParseInt(r.FormValue(\"credit_card_cvv\"), 10, 32)\n\t)\n\n\tpayload := validator.PlaceOrderPayload{\n\t\tEmail: email,\n\t\tStreetAddress: streetAddress,\n\t\tZipCode: zipCode,\n\t\tCity: city,\n\t\tState: state,\n\t\tCountry: country,\n\t\tCcNumber: ccNumber,\n\t\tCcMonth: ccMonth,\n\t\tCcYear: ccYear,\n\t\tCcCVV: ccCVV,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\n\torder, err := pb.NewCheckoutServiceClient(fe.checkoutSvcConn).\n\t\tPlaceOrder(r.Context(), &pb.PlaceOrderRequest{\n\t\t\tEmail: payload.Email,\n\t\t\tCreditCard: &pb.CreditCardInfo{\n\t\t\t\tCreditCardNumber: payload.CcNumber,\n\t\t\t\tCreditCardExpirationMonth: int32(payload.CcMonth),\n\t\t\t\tCreditCardExpirationYear: int32(payload.CcYear),\n\t\t\t\tCreditCardCvv: int32(payload.CcCVV)},\n\t\t\tUserId: sessionID(r),\n\t\t\tUserCurrency: currentCurrency(r),\n\t\t\tAddress: &pb.Address{\n\t\t\t\tStreetAddress: payload.StreetAddress,\n\t\t\t\tCity: payload.City,\n\t\t\t\tState: payload.State,\n\t\t\t\tZipCode: int32(payload.ZipCode),\n\t\t\t\tCountry: payload.Country},\n\t\t})\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to complete the order\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tlog.WithField(\"order\", order.GetOrder().GetOrderId()).Info(\"order placed\")\n\n\torder.GetOrder().GetItems()\n\trecommendations, _ := fe.getRecommendations(r.Context(), sessionID(r), nil)\n\n\ttotalPaid := *order.GetOrder().GetShippingCost()\n\tfor _, v := range order.GetOrder().GetItems() {\n\t\tmultPrice := money.MultiplySlow(*v.GetCost(), uint32(v.GetItem().GetQuantity()))\n\t\ttotalPaid = money.Must(money.Sum(totalPaid, multPrice))\n\t}\n\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"order\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t\t\"order\": order.GetOrder(),\n\t\t\"total_paid\": &totalPaid,\n\t\t\"recommendations\": recommendations,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) assistantHandler(w http.ResponseWriter, r *http.Request) {\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"assistant\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) logoutHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"logging out\")\n\tfor _, c := range r.Cookies() {\n\t\tc.Expires = time.Now().Add(-time.Hour * 24 * 365)\n\t\tc.MaxAge = -1\n\t\thttp.SetCookie(w, c)\n\t}\n\tw.Header().Set(\"Location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) getProductByID(w http.ResponseWriter, r *http.Request) {\n\tid := mux.Vars(r)[\"ids\"]\n\tif id == \"\" {\n\t\treturn\n\t}\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\treturn\n\t}\n\n\tjsonData, err := json.Marshal(p)\n\tif err != nil {\n\t\tfmt.Println(err)\n\t\treturn\n\t}\n\n\tw.Write(jsonData)\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) chatBotHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\ttype Response struct {\n\t\tMessage string `json:\"message\"`\n\t}\n\n\ttype LLMResponse struct {\n\t\tContent string `json:\"content\"`\n\t\tDetails map[string]any `json:\"details\"`\n\t}\n\n\tvar response LLMResponse\n\n\turl := \"http://\" + fe.shoppingAssistantSvcAddr\n\treq, err := http.NewRequest(http.MethodPost, url, r.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to create request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\treq.Header.Set(\"Content-Type\", \"application/json\")\n\treq.Header.Set(\"Accept\", \"application/json\")\n\tres, err := http.DefaultClient.Do(req)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to send request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tbody, err := io.ReadAll(res.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to read response\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tfmt.Printf(\"%+v\\n\", body)\n\tfmt.Printf(\"%+v\\n\", res)\n\n\terr = json.Unmarshal(body, &response)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to unmarshal body\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// respond with the same message\n\tjson.NewEncoder(w).Encode(Response{Message: response.Content})\n\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) setCurrencyHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tcur := r.FormValue(\"currency_code\")\n\tpayload := validator.SetCurrencyPayload{Currency: cur}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"curr.new\", payload.Currency).WithField(\"curr.old\", currentCurrency(r)).\n\t\tDebug(\"setting currency\")\n\n\tif payload.Currency != \"\" {\n\t\thttp.SetCookie(w, &http.Cookie{\n\t\t\tName: cookieCurrency,\n\t\t\tValue: payload.Currency,\n\t\t\tMaxAge: cookieMaxAge,\n\t\t})\n\t}\n\treferer := r.Header.Get(\"referer\")\n\tif referer == \"\" {\n\t\treferer = baseUrl + \"/\"\n\t}\n\tw.Header().Set(\"Location\", referer)\n\tw.WriteHeader(http.StatusFound)\n}\n\n// chooseAd queries for advertisements available and randomly chooses one, if\n// available. It ignores the error retrieving the ad since it is not critical.\nfunc (fe *frontendServer) chooseAd(ctx context.Context, ctxKeys []string, log logrus.FieldLogger) *pb.Ad {\n\tads, err := fe.getAd(ctx, ctxKeys)\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to retrieve ads\")\n\t\treturn nil\n\t}\n\treturn ads[rand.Intn(len(ads))]\n}\n\nfunc renderHTTPError(log logrus.FieldLogger, r *http.Request, w http.ResponseWriter, err error, code int) {\n\tlog.WithField(\"error\", err).Error(\"request error\")\n\terrMsg := fmt.Sprintf(\"%+v\", err)\n\n\tw.WriteHeader(code)\n\n\tif templateErr := templates.ExecuteTemplate(w, \"error\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"error\": errMsg,\n\t\t\"status_code\": code,\n\t\t\"status\": http.StatusText(code),\n\t})); templateErr != nil {\n\t\tlog.Println(templateErr)\n\t}\n}\n\nfunc injectCommonTemplateData(r *http.Request, payload map[string]interface{}) map[string]interface{} {\n\tdata := map[string]interface{}{\n\t\t\"session_id\": sessionID(r),\n\t\t\"request_id\": r.Context().Value(ctxKeyRequestID{}),\n\t\t\"user_currency\": currentCurrency(r),\n\t\t\"platform_css\": plat.css,\n\t\t\"platform_name\": plat.provider,\n\t\t\"is_cymbal_brand\": isCymbalBrand,\n\t\t\"assistant_enabled\": assistantEnabled,\n\t\t\"deploymentDetails\": deploymentDetailsMap,\n\t\t\"frontendMessage\": frontendMessage,\n\t\t\"currentYear\": time.Now().Year(),\n\t\t\"baseUrl\": baseUrl,\n\t}\n\n\tfor k, v := range payload {\n\t\tdata[k] = v\n\t}\n\n\treturn data\n}\n\nfunc currentCurrency(r *http.Request) string {\n\tc, _ := r.Cookie(cookieCurrency)\n\tif c != nil {\n\t\treturn c.Value\n\t}\n\treturn defaultCurrency\n}\n\nfunc sessionID(r *http.Request) string {\n\tv := r.Context().Value(ctxKeySessionID{})\n\tif v != nil {\n\t\treturn v.(string)\n\t}\n\treturn \"\"\n}\n\nfunc cartIDs(c []*pb.CartItem) []string {\n\tout := make([]string, len(c))\n\tfor i, v := range c {\n\t\tout[i] = v.GetProductId()\n\t}\n\treturn out\n}\n\n// get total # of items in cart\nfunc cartSize(c []*pb.CartItem) int {\n\tcartSize := 0\n\tfor _, item := range c {\n\t\tcartSize += int(item.GetQuantity())\n\t}\n\treturn cartSize\n}\n\nfunc renderMoney(money pb.Money) string {\n\tcurrencyLogo := renderCurrencyLogo(money.GetCurrencyCode())\n\treturn fmt.Sprintf(\"%s%d.%02d\", currencyLogo, money.GetUnits(), money.GetNanos()/10000000)\n}\n\nfunc renderCurrencyLogo(currencyCode string) string {\n\tlogos := map[string]string{\n\t\t\"USD\": \"$\",\n\t\t\"CAD\": \"$\",\n\t\t\"JPY\": \"¥\",\n\t\t\"EUR\": \"€\",\n\t\t\"TRY\": \"₺\",\n\t\t\"GBP\": \"£\",\n\t}\n\n\tlogo := \"$\" //default\n\tif val, ok := logos[currencyCode]; ok {\n\t\tlogo = val\n\t}\n\treturn logo\n}\n\nfunc stringinSlice(slice []string, val string) bool {\n\tfor _, item := range slice {\n\t\tif item == val {\n\t\t\treturn true\n\t\t}\n\t}\n\treturn false\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/31/path1.json b/golden-trajectory/boutique/codedefect/31/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..d81130aebd95f0258666ab34f9477c61756bba12 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/31/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "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-w77tj 2/2 Running 0 5m48s\ncartservice-7c5f46fc47-f8cvf 2/2 Running 0 5m48s\ncheckoutservice-5b97d6df88-r72w8 2/2 Running 0 5m48s\ncurrencyservice-5bc9dbdf66-z4hvt 2/2 Running 0 5m47s\nemailservice-c86b9b8f6-gthrd 2/2 Running 0 5m47s\nfrontend-697587b5d-c29mc 2/2 Running 0 2m26s\npaymentservice-64b6c744b5-wccsh 2/2 Running 0 5m49s\nproductcatalogservice-5677b598bd-qhcpx 2/2 Running 0 5m47s\nrecommendationservice-786899779d-c9fjm 2/2 Running 0 5m48s\nredis-cart-64b9db6f79-x54vk 2/2 Running 0 5m46s\nshippingservice-799cbfbc76-j7jzd 2/2 Running 0 5m48s" + }, + { + "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 10.68.204.229 9555/TCP 5m51s\ncartservice ClusterIP 10.68.69.129 7070/TCP 5m51s\ncheckoutservice ClusterIP 10.68.175.145 5050/TCP 5m51s\ncurrencyservice ClusterIP 10.68.144.132 7000/TCP 5m50s\nemailservice ClusterIP 10.68.133.129 5000/TCP 5m50s\nfrontend ClusterIP 10.68.115.245 80/TCP 5m50s\nfrontend-external NodePort 10.68.244.21 80:30080/TCP 5m50s\npaymentservice ClusterIP 10.68.85.34 50051/TCP 5m52s\nproductcatalogservice ClusterIP 10.68.166.156 3550/TCP 5m50s\nrecommendationservice ClusterIP 10.68.197.243 8080/TCP 5m51s\nredis-cart ClusterIP 10.68.138.237 6379/TCP 5m49s\nshippingservice ClusterIP 10.68.73.196 50051/TCP 5m51s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 4, 'alerts': [{'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-19 10:31:27 ~ 2026-05-19 10:34:02', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=4.12% -> Current=6.68% (+62.2%)']}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 23, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}, {'request_method': 'GET', 'business_action': 'View cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 10, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}, {'request_method': 'POST', 'business_action': 'Add product to cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 3, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 7909,\n \"total_errors\": 1,\n \"total_error_ratio\": 0.0001,\n \"patterns\": [\n {\n \"count\": 1,\n \"ratio\": 0.0001,\n \"sample\": \"2026-05-19T10:34:17.223224894+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"bfd2f932-1035-402f-bea7-cb97ffc81634\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/9SIQT8TOJO\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"14cfc378-bf1c-4a5c-b6d9-a645bc93ffec\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T02:34:17.22312497Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "{\n \"total_log_count\": 2844,\n \"total_errors\": 761,\n \"total_error_ratio\": 0.2676,\n \"patterns\": [\n {\n \"count\": 761,\n \"ratio\": 0.2676,\n \"sample\": \"2026-05-19T10:34:16.835856903+08:00 AddItemAsync called with userId=9SIQT8TOJO, productId=4fe51a56-1a94-43ce-be91-5958ce17d236, quantity=5\"\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: 'frontend'}", + "output": "{\n \"service\": \"frontend\",\n \"root\": \"code/frontend\",\n \"files\": [\n {\n \"path\": \"deployment_details.go\",\n \"description\": \"frontend deployment metadata helpers exposed to templates and diagnostics.\"\n },\n {\n \"path\": \"handlers.go\",\n \"description\": \"HTTP request handlers for home, product, cart, checkout, currency, assistant, and ad selection flows.\"\n },\n {\n \"path\": \"main.go\",\n \"description\": \"frontend process entrypoint, environment configuration, backend gRPC connections, HTTP route registration, and observability setup.\"\n },\n {\n \"path\": \"middleware.go\",\n \"description\": \"frontend HTTP middleware for request logging and trace context handling.\"\n },\n {\n \"path\": \"money/money.go\",\n \"description\": \"money formatting and arithmetic helpers used by frontend page rendering.\"\n },\n {\n \"path\": \"packaging_info.go\",\n \"description\": \"optional packaging service integration helpers used by product pages.\"\n },\n {\n \"path\": \"rpc.go\",\n \"description\": \"frontend backend RPC client wrappers for product catalog, cart, recommendation, shipping, currency, checkout, and ads.\"\n },\n {\n \"path\": \"validator/validator.go\",\n \"description\": \"request payload structs and validation helpers for cart, checkout, and currency forms.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'frontend', file_path: 'handlers.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\"encoding/json\"\n\t\"fmt\"\n\t\"html/template\"\n\t\"io\"\n\t\"math/rand\"\n\t\"net\"\n\t\"net/http\"\n\t\"os\"\n\t\"strconv\"\n\t\"strings\"\n\t\"time\"\n\n\t\"github.com/gorilla/mux\"\n\t\"github.com/pkg/errors\"\n\t\"github.com/sirupsen/logrus\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/genproto\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/money\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/validator\"\n)\n\ntype platformDetails struct {\n\tcss string\n\tprovider string\n}\n\nvar (\n\tfrontendMessage = strings.TrimSpace(os.Getenv(\"FRONTEND_MESSAGE\"))\n\tisCymbalBrand = \"true\" == strings.ToLower(os.Getenv(\"CYMBAL_BRANDING\"))\n\tassistantEnabled = \"true\" == strings.ToLower(os.Getenv(\"ENABLE_ASSISTANT\"))\n\ttemplates = template.Must(template.New(\"\").\n\t\t\t\tFuncs(template.FuncMap{\n\t\t\t\"renderMoney\": renderMoney,\n\t\t\t\"renderCurrencyLogo\": renderCurrencyLogo,\n\t\t}).ParseGlob(\"templates/*.html\"))\n\tplat platformDetails\n)\n\nvar validEnvs = []string{\"local\", \"gcp\", \"azure\", \"aws\", \"onprem\", \"alibaba\"}\n\nfunc (fe *frontendServer) homeHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.WithField(\"currency\", currentCurrency(r)).Info(\"home\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tproducts, err := fe.getProducts(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve products\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype productView struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}\n\tps := make([]productView, len(products))\n\tfor i, p := range products {\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"failed to do currency conversion for product %s\", p.GetId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tps[i] = productView{p, price}\n\t}\n\n\t// Set ENV_PLATFORM (default to local if not set; use env var if set; otherwise detect GCP, which overrides env)_\n\tvar env = os.Getenv(\"ENV_PLATFORM\")\n\t// Only override from env variable if set + valid env\n\tif env == \"\" || stringinSlice(validEnvs, env) == false {\n\t\tfmt.Println(\"env platform is either empty or invalid\")\n\t\tenv = \"local\"\n\t}\n\t// Autodetect GCP\n\taddrs, err := net.LookupHost(\"metadata.google.internal.\")\n\tif err == nil && len(addrs) >= 0 {\n\t\tlog.Debugf(\"Detected Google metadata server: %v, setting ENV_PLATFORM to GCP.\", addrs)\n\t\tenv = \"gcp\"\n\t}\n\n\tlog.Debugf(\"ENV_PLATFORM is: %s\", env)\n\tplat = platformDetails{}\n\tplat.setPlatformDetails(strings.ToLower(env))\n\n\tif err := templates.ExecuteTemplate(w, \"home\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"products\": ps,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"banner_color\": os.Getenv(\"BANNER_COLOR\"), // illustrates canary deployments\n\t\t\"ad\": fe.chooseAd(r.Context(), []string{}, log),\n\t})); err != nil {\n\t\tlog.Error(err)\n\t}\n}\n\nfunc (plat *platformDetails) setPlatformDetails(env string) {\n\tif env == \"aws\" {\n\t\tplat.provider = \"AWS\"\n\t\tplat.css = \"aws-platform\"\n\t} else if env == \"onprem\" {\n\t\tplat.provider = \"On-Premises\"\n\t\tplat.css = \"onprem-platform\"\n\t} else if env == \"azure\" {\n\t\tplat.provider = \"Azure\"\n\t\tplat.css = \"azure-platform\"\n\t} else if env == \"gcp\" {\n\t\tplat.provider = \"Google Cloud\"\n\t\tplat.css = \"gcp-platform\"\n\t} else if env == \"alibaba\" {\n\t\tplat.provider = \"Alibaba Cloud\"\n\t\tplat.css = \"alibaba-platform\"\n\t} else {\n\t\tplat.provider = \"local\"\n\t\tplat.css = \"local\"\n\t}\n}\n\nfunc (fe *frontendServer) productHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tid := mux.Vars(r)[\"id\"]\n\tif id == \"\" {\n\t\trenderHTTPError(log, r, w, errors.New(\"product id not specified\"), http.StatusBadRequest)\n\t\treturn\n\t}\n\tlog.WithField(\"id\", id).WithField(\"currency\", currentCurrency(r)).\n\t\tDebug(\"serving product page\")\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to convert currency\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), []string{id})\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tproduct := struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}{p, price}\n\n\t// Fetch packaging info (weight/dimensions) of the product\n\t// The packaging service is an optional microservice you can run as part of a Google Cloud demo.\n\tvar packagingInfo *PackagingInfo = nil\n\tif isPackagingServiceConfigured() {\n\t\tpackagingInfo, err = httpGetPackagingInfo(id)\n\t\tif err != nil {\n\t\t\tfmt.Println(\"Failed to obtain product's packaging info:\", err)\n\t\t}\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"product\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"ad\": fe.chooseAd(r.Context(), p.Categories, log),\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"product\": product,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"packagingInfo\": packagingInfo,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) addToCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tquantity, _ := strconv.ParseUint(r.FormValue(\"quantity\"), 10, 32)\n\tproductID := r.FormValue(\"product_id\")\n\tpayload := validator.AddToCartPayload{\n\t\tQuantity: quantity,\n\t\tProductID: productID,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"product\", payload.ProductID).WithField(\"quantity\", payload.Quantity).Debug(\"adding to cart\")\n\n\tp, err := fe.getProduct(r.Context(), payload.ProductID)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tuserID := sessionID(r)\n\tproductID = p.GetId()\n\tuserID, productID = productID, userID\n\tif err := fe.insertCart(r.Context(), userID, productID, int32(payload.Quantity)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to add to cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/cart\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) emptyCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"emptying cart\")\n\n\tif err := fe.emptyCart(r.Context(), sessionID(r)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to empty cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) viewCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"view user cart\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), cartIDs(cart))\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tshippingCost, err := fe.getShippingQuote(r.Context(), cart, currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to get shipping quote\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype cartItemView struct {\n\t\tItem *pb.Product\n\t\tQuantity int32\n\t\tPrice *pb.Money\n\t}\n\titems := make([]cartItemView, len(cart))\n\ttotalPrice := pb.Money{CurrencyCode: currentCurrency(r)}\n\tfor i, item := range cart {\n\t\tp, err := fe.getProduct(r.Context(), item.GetProductId())\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not retrieve product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not convert currency for product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\n\t\tmultPrice := money.MultiplySlow(*price, uint32(item.GetQuantity()))\n\t\titems[i] = cartItemView{\n\t\t\tItem: p,\n\t\t\tQuantity: item.GetQuantity(),\n\t\t\tPrice: &multPrice}\n\t\ttotalPrice = money.Must(money.Sum(totalPrice, multPrice))\n\t}\n\ttotalPrice = money.Must(money.Sum(totalPrice, *shippingCost))\n\tyear := time.Now().Year()\n\n\tif err := templates.ExecuteTemplate(w, \"cart\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"currencies\": currencies,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"shipping_cost\": shippingCost,\n\t\t\"show_currency\": true,\n\t\t\"total_cost\": totalPrice,\n\t\t\"items\": items,\n\t\t\"expiration_years\": []int{year, year + 1, year + 2, year + 3, year + 4},\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) placeOrderHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"placing order\")\n\n\tvar (\n\t\temail = r.FormValue(\"email\")\n\t\tstreetAddress = r.FormValue(\"street_address\")\n\t\tzipCode, _ = strconv.ParseInt(r.FormValue(\"zip_code\"), 10, 32)\n\t\tcity = r.FormValue(\"city\")\n\t\tstate = r.FormValue(\"state\")\n\t\tcountry = r.FormValue(\"country\")\n\t\tccNumber = r.FormValue(\"credit_card_number\")\n\t\tccMonth, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_month\"), 10, 32)\n\t\tccYear, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_year\"), 10, 32)\n\t\tccCVV, _ = strconv.ParseInt(r.FormValue(\"credit_card_cvv\"), 10, 32)\n\t)\n\n\tpayload := validator.PlaceOrderPayload{\n\t\tEmail: email,\n\t\tStreetAddress: streetAddress,\n\t\tZipCode: zipCode,\n\t\tCity: city,\n\t\tState: state,\n\t\tCountry: country,\n\t\tCcNumber: ccNumber,\n\t\tCcMonth: ccMonth,\n\t\tCcYear: ccYear,\n\t\tCcCVV: ccCVV,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\n\torder, err := pb.NewCheckoutServiceClient(fe.checkoutSvcConn).\n\t\tPlaceOrder(r.Context(), &pb.PlaceOrderRequest{\n\t\t\tEmail: payload.Email,\n\t\t\tCreditCard: &pb.CreditCardInfo{\n\t\t\t\tCreditCardNumber: payload.CcNumber,\n\t\t\t\tCreditCardExpirationMonth: int32(payload.CcMonth),\n\t\t\t\tCreditCardExpirationYear: int32(payload.CcYear),\n\t\t\t\tCreditCardCvv: int32(payload.CcCVV)},\n\t\t\tUserId: sessionID(r),\n\t\t\tUserCurrency: currentCurrency(r),\n\t\t\tAddress: &pb.Address{\n\t\t\t\tStreetAddress: payload.StreetAddress,\n\t\t\t\tCity: payload.City,\n\t\t\t\tState: payload.State,\n\t\t\t\tZipCode: int32(payload.ZipCode),\n\t\t\t\tCountry: payload.Country},\n\t\t})\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to complete the order\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tlog.WithField(\"order\", order.GetOrder().GetOrderId()).Info(\"order placed\")\n\n\torder.GetOrder().GetItems()\n\trecommendations, _ := fe.getRecommendations(r.Context(), sessionID(r), nil)\n\n\ttotalPaid := *order.GetOrder().GetShippingCost()\n\tfor _, v := range order.GetOrder().GetItems() {\n\t\tmultPrice := money.MultiplySlow(*v.GetCost(), uint32(v.GetItem().GetQuantity()))\n\t\ttotalPaid = money.Must(money.Sum(totalPaid, multPrice))\n\t}\n\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"order\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t\t\"order\": order.GetOrder(),\n\t\t\"total_paid\": &totalPaid,\n\t\t\"recommendations\": recommendations,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) assistantHandler(w http.ResponseWriter, r *http.Request) {\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"assistant\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) logoutHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"logging out\")\n\tfor _, c := range r.Cookies() {\n\t\tc.Expires = time.Now().Add(-time.Hour * 24 * 365)\n\t\tc.MaxAge = -1\n\t\thttp.SetCookie(w, c)\n\t}\n\tw.Header().Set(\"Location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) getProductByID(w http.ResponseWriter, r *http.Request) {\n\tid := mux.Vars(r)[\"ids\"]\n\tif id == \"\" {\n\t\treturn\n\t}\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\treturn\n\t}\n\n\tjsonData, err := json.Marshal(p)\n\tif err != nil {\n\t\tfmt.Println(err)\n\t\treturn\n\t}\n\n\tw.Write(jsonData)\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) chatBotHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\ttype Response struct {\n\t\tMessage string `json:\"message\"`\n\t}\n\n\ttype LLMResponse struct {\n\t\tContent string `json:\"content\"`\n\t\tDetails map[string]any `json:\"details\"`\n\t}\n\n\tvar response LLMResponse\n\n\turl := \"http://\" + fe.shoppingAssistantSvcAddr\n\treq, err := http.NewRequest(http.MethodPost, url, r.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to create request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\treq.Header.Set(\"Content-Type\", \"application/json\")\n\treq.Header.Set(\"Accept\", \"application/json\")\n\tres, err := http.DefaultClient.Do(req)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to send request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tbody, err := io.ReadAll(res.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to read response\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tfmt.Printf(\"%+v\\n\", body)\n\tfmt.Printf(\"%+v\\n\", res)\n\n\terr = json.Unmarshal(body, &response)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to unmarshal body\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// respond with the same message\n\tjson.NewEncoder(w).Encode(Response{Message: response.Content})\n\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) setCurrencyHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tcur := r.FormValue(\"currency_code\")\n\tpayload := validator.SetCurrencyPayload{Currency: cur}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"curr.new\", payload.Currency).WithField(\"curr.old\", currentCurrency(r)).\n\t\tDebug(\"setting currency\")\n\n\tif payload.Currency != \"\" {\n\t\thttp.SetCookie(w, &http.Cookie{\n\t\t\tName: cookieCurrency,\n\t\t\tValue: payload.Currency,\n\t\t\tMaxAge: cookieMaxAge,\n\t\t})\n\t}\n\treferer := r.Header.Get(\"referer\")\n\tif referer == \"\" {\n\t\treferer = baseUrl + \"/\"\n\t}\n\tw.Header().Set(\"Location\", referer)\n\tw.WriteHeader(http.StatusFound)\n}\n\n// chooseAd queries for advertisements available and randomly chooses one, if\n// available. It ignores the error retrieving the ad since it is not critical.\nfunc (fe *frontendServer) chooseAd(ctx context.Context, ctxKeys []string, log logrus.FieldLogger) *pb.Ad {\n\tads, err := fe.getAd(ctx, ctxKeys)\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to retrieve ads\")\n\t\treturn nil\n\t}\n\treturn ads[rand.Intn(len(ads))]\n}\n\nfunc renderHTTPError(log logrus.FieldLogger, r *http.Request, w http.ResponseWriter, err error, code int) {\n\tlog.WithField(\"error\", err).Error(\"request error\")\n\terrMsg := fmt.Sprintf(\"%+v\", err)\n\n\tw.WriteHeader(code)\n\n\tif templateErr := templates.ExecuteTemplate(w, \"error\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"error\": errMsg,\n\t\t\"status_code\": code,\n\t\t\"status\": http.StatusText(code),\n\t})); templateErr != nil {\n\t\tlog.Println(templateErr)\n\t}\n}\n\nfunc injectCommonTemplateData(r *http.Request, payload map[string]interface{}) map[string]interface{} {\n\tdata := map[string]interface{}{\n\t\t\"session_id\": sessionID(r),\n\t\t\"request_id\": r.Context().Value(ctxKeyRequestID{}),\n\t\t\"user_currency\": currentCurrency(r),\n\t\t\"platform_css\": plat.css,\n\t\t\"platform_name\": plat.provider,\n\t\t\"is_cymbal_brand\": isCymbalBrand,\n\t\t\"assistant_enabled\": assistantEnabled,\n\t\t\"deploymentDetails\": deploymentDetailsMap,\n\t\t\"frontendMessage\": frontendMessage,\n\t\t\"currentYear\": time.Now().Year(),\n\t\t\"baseUrl\": baseUrl,\n\t}\n\n\tfor k, v := range payload {\n\t\tdata[k] = v\n\t}\n\n\treturn data\n}\n\nfunc currentCurrency(r *http.Request) string {\n\tc, _ := r.Cookie(cookieCurrency)\n\tif c != nil {\n\t\treturn c.Value\n\t}\n\treturn defaultCurrency\n}\n\nfunc sessionID(r *http.Request) string {\n\tv := r.Context().Value(ctxKeySessionID{})\n\tif v != nil {\n\t\treturn v.(string)\n\t}\n\treturn \"\"\n}\n\nfunc cartIDs(c []*pb.CartItem) []string {\n\tout := make([]string, len(c))\n\tfor i, v := range c {\n\t\tout[i] = v.GetProductId()\n\t}\n\treturn out\n}\n\n// get total # of items in cart\nfunc cartSize(c []*pb.CartItem) int {\n\tcartSize := 0\n\tfor _, item := range c {\n\t\tcartSize += int(item.GetQuantity())\n\t}\n\treturn cartSize\n}\n\nfunc renderMoney(money pb.Money) string {\n\tcurrencyLogo := renderCurrencyLogo(money.GetCurrencyCode())\n\treturn fmt.Sprintf(\"%s%d.%02d\", currencyLogo, money.GetUnits(), money.GetNanos()/10000000)\n}\n\nfunc renderCurrencyLogo(currencyCode string) string {\n\tlogos := map[string]string{\n\t\t\"USD\": \"$\",\n\t\t\"CAD\": \"$\",\n\t\t\"JPY\": \"¥\",\n\t\t\"EUR\": \"€\",\n\t\t\"TRY\": \"₺\",\n\t\t\"GBP\": \"£\",\n\t}\n\n\tlogo := \"$\" //default\n\tif val, ok := logos[currencyCode]; ok {\n\t\tlogo = val\n\t}\n\treturn logo\n}\n\nfunc stringinSlice(slice []string, val string) bool {\n\tfor _, item := range slice {\n\t\tif item == val {\n\t\t\treturn true\n\t\t}\n\t}\n\treturn false\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/31/path2.json b/golden-trajectory/boutique/codedefect/31/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..328b7faa59ca6d8aa30d90b6cf209f307e584250 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/31/path2.json @@ -0,0 +1,70 @@ +{ + "statistics": { + "valid_tool_call_count": 10, + "total_trace_steps": 10, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "GetResources", + "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-w77tj 2/2 Running 0 5m48s\ncartservice-7c5f46fc47-f8cvf 2/2 Running 0 5m48s\ncheckoutservice-5b97d6df88-r72w8 2/2 Running 0 5m48s\ncurrencyservice-5bc9dbdf66-z4hvt 2/2 Running 0 5m47s\nemailservice-c86b9b8f6-gthrd 2/2 Running 0 5m47s\nfrontend-697587b5d-c29mc 2/2 Running 0 2m26s\npaymentservice-64b6c744b5-wccsh 2/2 Running 0 5m49s\nproductcatalogservice-5677b598bd-qhcpx 2/2 Running 0 5m47s\nrecommendationservice-786899779d-c9fjm 2/2 Running 0 5m48s\nredis-cart-64b9db6f79-x54vk 2/2 Running 0 5m46s\nshippingservice-799cbfbc76-j7jzd 2/2 Running 0 5m48s" + }, + { + "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 10.68.204.229 9555/TCP 5m51s\ncartservice ClusterIP 10.68.69.129 7070/TCP 5m51s\ncheckoutservice ClusterIP 10.68.175.145 5050/TCP 5m51s\ncurrencyservice ClusterIP 10.68.144.132 7000/TCP 5m50s\nemailservice ClusterIP 10.68.133.129 5000/TCP 5m50s\nfrontend ClusterIP 10.68.115.245 80/TCP 5m50s\nfrontend-external NodePort 10.68.244.21 80:30080/TCP 5m50s\npaymentservice ClusterIP 10.68.85.34 50051/TCP 5m52s\nproductcatalogservice ClusterIP 10.68.166.156 3550/TCP 5m50s\nrecommendationservice ClusterIP 10.68.197.243 8080/TCP 5m51s\nredis-cart ClusterIP 10.68.138.237 6379/TCP 5m49s\nshippingservice ClusterIP 10.68.73.196 50051/TCP 5m51s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 4, 'alerts': [{'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-19 10:31:27 ~ 2026-05-19 10:34:02', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=4.12% -> Current=6.68% (+62.2%)']}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 23, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}, {'request_method': 'GET', 'business_action': 'View cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 10, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}, {'request_method': 'POST', 'business_action': 'Add product to cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 3, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 7909,\n \"total_errors\": 1,\n \"total_error_ratio\": 0.0001,\n \"patterns\": [\n {\n \"count\": 1,\n \"ratio\": 0.0001,\n \"sample\": \"2026-05-19T10:34:17.223224894+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"bfd2f932-1035-402f-bea7-cb97ffc81634\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/9SIQT8TOJO\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"14cfc378-bf1c-4a5c-b6d9-a645bc93ffec\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T02:34:17.22312497Z\\\"}\"\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: None, show_labels: False, output_wide: False, label_selector: None}", + "output": "NAME ENDPOINTS AGE\nadservice 172.20.1.22:9555 6m8s\ncartservice 172.20.2.114:7070 6m8s\ncheckoutservice 172.20.1.21:5050 6m8s\ncurrencyservice 172.20.1.23:7000 6m7s\nemailservice 172.20.1.24:8080 6m7s\nfrontend 172.20.1.25:8080 6m7s\nfrontend-external 172.20.1.25:8080 6m7s\npaymentservice 172.20.2.112:50051 6m9s\nproductcatalogservice 172.20.2.115:3550 6m7s\nrecommendationservice 172.20.1.20:8080 6m8s\nredis-cart 172.20.2.117:6379 6m6s\nshippingservice 172.20.2.113:50051 6m8s" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "{\n \"total_log_count\": 2844,\n \"total_errors\": 761,\n \"total_error_ratio\": 0.2676,\n \"patterns\": [\n {\n \"count\": 761,\n \"ratio\": 0.2676,\n \"sample\": \"2026-05-19T10:34:16.835856903+08:00 AddItemAsync called with userId=9SIQT8TOJO, productId=4fe51a56-1a94-43ce-be91-5958ce17d236, quantity=5\"\n }\n ]\n}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'frontend'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: frontend\n namespace: boutique\n labels:\n app: frontend\nspec:\n selector:\n matchLabels:\n app: frontend\n template:\n metadata:\n labels:\n app: frontend\n annotations:\n sidecar.istio.io/rewriteAppHTTPProbers: \"true\"\n spec:\n serviceAccountName: frontend\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/frontend-v2:latest\n ports:\n - containerPort: 8080\n env:\n - name: PORT\n value: \"8080\"\n - name: PRODUCT_CATALOG_SERVICE_ADDR\n value: \"productcatalogservice:3550\"\n - name: CURRENCY_SERVICE_ADDR\n value: \"currencyservice:7000\"\n - name: CART_SERVICE_ADDR\n value: \"cartservice:7070\"\n - name: RECOMMENDATION_SERVICE_ADDR\n value: \"recommendationservice:8080\"\n - name: SHIPPING_SERVICE_ADDR\n value: \"shippingservice:50051\"\n - name: CHECKOUT_SERVICE_ADDR\n value: \"checkoutservice:5050\"\n - name: AD_SERVICE_ADDR\n value: \"adservice:9555\"\n - name: SHOPPING_ASSISTANT_SERVICE_ADDR\n value: \"shoppingassistantservice:80\"\n - name: ENABLE_PROFILER\n value: \"0\"\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: frontend\n namespace: boutique\n labels:\n app: frontend\nspec:\n type: ClusterIP\n selector:\n app: frontend\n ports:\n - name: http\n port: 80\n targetPort: 8080\n\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: frontend\n namespace: boutique\n\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: frontend-external\n namespace: boutique\n labels:\n app: frontend\nspec:\n type: NodePort\n selector:\n app: frontend\n ports:\n - name: http\n port: 80\n targetPort: 8080\n nodePort: 30080" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'frontend'}", + "output": "{\n \"service\": \"frontend\",\n \"root\": \"code/frontend\",\n \"files\": [\n {\n \"path\": \"deployment_details.go\",\n \"description\": \"frontend deployment metadata helpers exposed to templates and diagnostics.\"\n },\n {\n \"path\": \"handlers.go\",\n \"description\": \"HTTP request handlers for home, product, cart, checkout, currency, assistant, and ad selection flows.\"\n },\n {\n \"path\": \"main.go\",\n \"description\": \"frontend process entrypoint, environment configuration, backend gRPC connections, HTTP route registration, and observability setup.\"\n },\n {\n \"path\": \"middleware.go\",\n \"description\": \"frontend HTTP middleware for request logging and trace context handling.\"\n },\n {\n \"path\": \"money/money.go\",\n \"description\": \"money formatting and arithmetic helpers used by frontend page rendering.\"\n },\n {\n \"path\": \"packaging_info.go\",\n \"description\": \"optional packaging service integration helpers used by product pages.\"\n },\n {\n \"path\": \"rpc.go\",\n \"description\": \"frontend backend RPC client wrappers for product catalog, cart, recommendation, shipping, currency, checkout, and ads.\"\n },\n {\n \"path\": \"validator/validator.go\",\n \"description\": \"request payload structs and validation helpers for cart, checkout, and currency forms.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'frontend', file_path: 'handlers.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\"encoding/json\"\n\t\"fmt\"\n\t\"html/template\"\n\t\"io\"\n\t\"math/rand\"\n\t\"net\"\n\t\"net/http\"\n\t\"os\"\n\t\"strconv\"\n\t\"strings\"\n\t\"time\"\n\n\t\"github.com/gorilla/mux\"\n\t\"github.com/pkg/errors\"\n\t\"github.com/sirupsen/logrus\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/genproto\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/money\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/validator\"\n)\n\ntype platformDetails struct {\n\tcss string\n\tprovider string\n}\n\nvar (\n\tfrontendMessage = strings.TrimSpace(os.Getenv(\"FRONTEND_MESSAGE\"))\n\tisCymbalBrand = \"true\" == strings.ToLower(os.Getenv(\"CYMBAL_BRANDING\"))\n\tassistantEnabled = \"true\" == strings.ToLower(os.Getenv(\"ENABLE_ASSISTANT\"))\n\ttemplates = template.Must(template.New(\"\").\n\t\t\t\tFuncs(template.FuncMap{\n\t\t\t\"renderMoney\": renderMoney,\n\t\t\t\"renderCurrencyLogo\": renderCurrencyLogo,\n\t\t}).ParseGlob(\"templates/*.html\"))\n\tplat platformDetails\n)\n\nvar validEnvs = []string{\"local\", \"gcp\", \"azure\", \"aws\", \"onprem\", \"alibaba\"}\n\nfunc (fe *frontendServer) homeHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.WithField(\"currency\", currentCurrency(r)).Info(\"home\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tproducts, err := fe.getProducts(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve products\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype productView struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}\n\tps := make([]productView, len(products))\n\tfor i, p := range products {\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"failed to do currency conversion for product %s\", p.GetId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tps[i] = productView{p, price}\n\t}\n\n\t// Set ENV_PLATFORM (default to local if not set; use env var if set; otherwise detect GCP, which overrides env)_\n\tvar env = os.Getenv(\"ENV_PLATFORM\")\n\t// Only override from env variable if set + valid env\n\tif env == \"\" || stringinSlice(validEnvs, env) == false {\n\t\tfmt.Println(\"env platform is either empty or invalid\")\n\t\tenv = \"local\"\n\t}\n\t// Autodetect GCP\n\taddrs, err := net.LookupHost(\"metadata.google.internal.\")\n\tif err == nil && len(addrs) >= 0 {\n\t\tlog.Debugf(\"Detected Google metadata server: %v, setting ENV_PLATFORM to GCP.\", addrs)\n\t\tenv = \"gcp\"\n\t}\n\n\tlog.Debugf(\"ENV_PLATFORM is: %s\", env)\n\tplat = platformDetails{}\n\tplat.setPlatformDetails(strings.ToLower(env))\n\n\tif err := templates.ExecuteTemplate(w, \"home\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"products\": ps,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"banner_color\": os.Getenv(\"BANNER_COLOR\"), // illustrates canary deployments\n\t\t\"ad\": fe.chooseAd(r.Context(), []string{}, log),\n\t})); err != nil {\n\t\tlog.Error(err)\n\t}\n}\n\nfunc (plat *platformDetails) setPlatformDetails(env string) {\n\tif env == \"aws\" {\n\t\tplat.provider = \"AWS\"\n\t\tplat.css = \"aws-platform\"\n\t} else if env == \"onprem\" {\n\t\tplat.provider = \"On-Premises\"\n\t\tplat.css = \"onprem-platform\"\n\t} else if env == \"azure\" {\n\t\tplat.provider = \"Azure\"\n\t\tplat.css = \"azure-platform\"\n\t} else if env == \"gcp\" {\n\t\tplat.provider = \"Google Cloud\"\n\t\tplat.css = \"gcp-platform\"\n\t} else if env == \"alibaba\" {\n\t\tplat.provider = \"Alibaba Cloud\"\n\t\tplat.css = \"alibaba-platform\"\n\t} else {\n\t\tplat.provider = \"local\"\n\t\tplat.css = \"local\"\n\t}\n}\n\nfunc (fe *frontendServer) productHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tid := mux.Vars(r)[\"id\"]\n\tif id == \"\" {\n\t\trenderHTTPError(log, r, w, errors.New(\"product id not specified\"), http.StatusBadRequest)\n\t\treturn\n\t}\n\tlog.WithField(\"id\", id).WithField(\"currency\", currentCurrency(r)).\n\t\tDebug(\"serving product page\")\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to convert currency\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), []string{id})\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tproduct := struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}{p, price}\n\n\t// Fetch packaging info (weight/dimensions) of the product\n\t// The packaging service is an optional microservice you can run as part of a Google Cloud demo.\n\tvar packagingInfo *PackagingInfo = nil\n\tif isPackagingServiceConfigured() {\n\t\tpackagingInfo, err = httpGetPackagingInfo(id)\n\t\tif err != nil {\n\t\t\tfmt.Println(\"Failed to obtain product's packaging info:\", err)\n\t\t}\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"product\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"ad\": fe.chooseAd(r.Context(), p.Categories, log),\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"product\": product,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"packagingInfo\": packagingInfo,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) addToCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tquantity, _ := strconv.ParseUint(r.FormValue(\"quantity\"), 10, 32)\n\tproductID := r.FormValue(\"product_id\")\n\tpayload := validator.AddToCartPayload{\n\t\tQuantity: quantity,\n\t\tProductID: productID,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"product\", payload.ProductID).WithField(\"quantity\", payload.Quantity).Debug(\"adding to cart\")\n\n\tp, err := fe.getProduct(r.Context(), payload.ProductID)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tuserID := sessionID(r)\n\tproductID = p.GetId()\n\tuserID, productID = productID, userID\n\tif err := fe.insertCart(r.Context(), userID, productID, int32(payload.Quantity)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to add to cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/cart\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) emptyCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"emptying cart\")\n\n\tif err := fe.emptyCart(r.Context(), sessionID(r)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to empty cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) viewCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"view user cart\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), cartIDs(cart))\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tshippingCost, err := fe.getShippingQuote(r.Context(), cart, currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to get shipping quote\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype cartItemView struct {\n\t\tItem *pb.Product\n\t\tQuantity int32\n\t\tPrice *pb.Money\n\t}\n\titems := make([]cartItemView, len(cart))\n\ttotalPrice := pb.Money{CurrencyCode: currentCurrency(r)}\n\tfor i, item := range cart {\n\t\tp, err := fe.getProduct(r.Context(), item.GetProductId())\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not retrieve product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not convert currency for product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\n\t\tmultPrice := money.MultiplySlow(*price, uint32(item.GetQuantity()))\n\t\titems[i] = cartItemView{\n\t\t\tItem: p,\n\t\t\tQuantity: item.GetQuantity(),\n\t\t\tPrice: &multPrice}\n\t\ttotalPrice = money.Must(money.Sum(totalPrice, multPrice))\n\t}\n\ttotalPrice = money.Must(money.Sum(totalPrice, *shippingCost))\n\tyear := time.Now().Year()\n\n\tif err := templates.ExecuteTemplate(w, \"cart\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"currencies\": currencies,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"shipping_cost\": shippingCost,\n\t\t\"show_currency\": true,\n\t\t\"total_cost\": totalPrice,\n\t\t\"items\": items,\n\t\t\"expiration_years\": []int{year, year + 1, year + 2, year + 3, year + 4},\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) placeOrderHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"placing order\")\n\n\tvar (\n\t\temail = r.FormValue(\"email\")\n\t\tstreetAddress = r.FormValue(\"street_address\")\n\t\tzipCode, _ = strconv.ParseInt(r.FormValue(\"zip_code\"), 10, 32)\n\t\tcity = r.FormValue(\"city\")\n\t\tstate = r.FormValue(\"state\")\n\t\tcountry = r.FormValue(\"country\")\n\t\tccNumber = r.FormValue(\"credit_card_number\")\n\t\tccMonth, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_month\"), 10, 32)\n\t\tccYear, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_year\"), 10, 32)\n\t\tccCVV, _ = strconv.ParseInt(r.FormValue(\"credit_card_cvv\"), 10, 32)\n\t)\n\n\tpayload := validator.PlaceOrderPayload{\n\t\tEmail: email,\n\t\tStreetAddress: streetAddress,\n\t\tZipCode: zipCode,\n\t\tCity: city,\n\t\tState: state,\n\t\tCountry: country,\n\t\tCcNumber: ccNumber,\n\t\tCcMonth: ccMonth,\n\t\tCcYear: ccYear,\n\t\tCcCVV: ccCVV,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\n\torder, err := pb.NewCheckoutServiceClient(fe.checkoutSvcConn).\n\t\tPlaceOrder(r.Context(), &pb.PlaceOrderRequest{\n\t\t\tEmail: payload.Email,\n\t\t\tCreditCard: &pb.CreditCardInfo{\n\t\t\t\tCreditCardNumber: payload.CcNumber,\n\t\t\t\tCreditCardExpirationMonth: int32(payload.CcMonth),\n\t\t\t\tCreditCardExpirationYear: int32(payload.CcYear),\n\t\t\t\tCreditCardCvv: int32(payload.CcCVV)},\n\t\t\tUserId: sessionID(r),\n\t\t\tUserCurrency: currentCurrency(r),\n\t\t\tAddress: &pb.Address{\n\t\t\t\tStreetAddress: payload.StreetAddress,\n\t\t\t\tCity: payload.City,\n\t\t\t\tState: payload.State,\n\t\t\t\tZipCode: int32(payload.ZipCode),\n\t\t\t\tCountry: payload.Country},\n\t\t})\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to complete the order\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tlog.WithField(\"order\", order.GetOrder().GetOrderId()).Info(\"order placed\")\n\n\torder.GetOrder().GetItems()\n\trecommendations, _ := fe.getRecommendations(r.Context(), sessionID(r), nil)\n\n\ttotalPaid := *order.GetOrder().GetShippingCost()\n\tfor _, v := range order.GetOrder().GetItems() {\n\t\tmultPrice := money.MultiplySlow(*v.GetCost(), uint32(v.GetItem().GetQuantity()))\n\t\ttotalPaid = money.Must(money.Sum(totalPaid, multPrice))\n\t}\n\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"order\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t\t\"order\": order.GetOrder(),\n\t\t\"total_paid\": &totalPaid,\n\t\t\"recommendations\": recommendations,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) assistantHandler(w http.ResponseWriter, r *http.Request) {\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"assistant\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) logoutHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"logging out\")\n\tfor _, c := range r.Cookies() {\n\t\tc.Expires = time.Now().Add(-time.Hour * 24 * 365)\n\t\tc.MaxAge = -1\n\t\thttp.SetCookie(w, c)\n\t}\n\tw.Header().Set(\"Location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) getProductByID(w http.ResponseWriter, r *http.Request) {\n\tid := mux.Vars(r)[\"ids\"]\n\tif id == \"\" {\n\t\treturn\n\t}\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\treturn\n\t}\n\n\tjsonData, err := json.Marshal(p)\n\tif err != nil {\n\t\tfmt.Println(err)\n\t\treturn\n\t}\n\n\tw.Write(jsonData)\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) chatBotHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\ttype Response struct {\n\t\tMessage string `json:\"message\"`\n\t}\n\n\ttype LLMResponse struct {\n\t\tContent string `json:\"content\"`\n\t\tDetails map[string]any `json:\"details\"`\n\t}\n\n\tvar response LLMResponse\n\n\turl := \"http://\" + fe.shoppingAssistantSvcAddr\n\treq, err := http.NewRequest(http.MethodPost, url, r.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to create request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\treq.Header.Set(\"Content-Type\", \"application/json\")\n\treq.Header.Set(\"Accept\", \"application/json\")\n\tres, err := http.DefaultClient.Do(req)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to send request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tbody, err := io.ReadAll(res.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to read response\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tfmt.Printf(\"%+v\\n\", body)\n\tfmt.Printf(\"%+v\\n\", res)\n\n\terr = json.Unmarshal(body, &response)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to unmarshal body\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// respond with the same message\n\tjson.NewEncoder(w).Encode(Response{Message: response.Content})\n\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) setCurrencyHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tcur := r.FormValue(\"currency_code\")\n\tpayload := validator.SetCurrencyPayload{Currency: cur}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"curr.new\", payload.Currency).WithField(\"curr.old\", currentCurrency(r)).\n\t\tDebug(\"setting currency\")\n\n\tif payload.Currency != \"\" {\n\t\thttp.SetCookie(w, &http.Cookie{\n\t\t\tName: cookieCurrency,\n\t\t\tValue: payload.Currency,\n\t\t\tMaxAge: cookieMaxAge,\n\t\t})\n\t}\n\treferer := r.Header.Get(\"referer\")\n\tif referer == \"\" {\n\t\treferer = baseUrl + \"/\"\n\t}\n\tw.Header().Set(\"Location\", referer)\n\tw.WriteHeader(http.StatusFound)\n}\n\n// chooseAd queries for advertisements available and randomly chooses one, if\n// available. It ignores the error retrieving the ad since it is not critical.\nfunc (fe *frontendServer) chooseAd(ctx context.Context, ctxKeys []string, log logrus.FieldLogger) *pb.Ad {\n\tads, err := fe.getAd(ctx, ctxKeys)\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to retrieve ads\")\n\t\treturn nil\n\t}\n\treturn ads[rand.Intn(len(ads))]\n}\n\nfunc renderHTTPError(log logrus.FieldLogger, r *http.Request, w http.ResponseWriter, err error, code int) {\n\tlog.WithField(\"error\", err).Error(\"request error\")\n\terrMsg := fmt.Sprintf(\"%+v\", err)\n\n\tw.WriteHeader(code)\n\n\tif templateErr := templates.ExecuteTemplate(w, \"error\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"error\": errMsg,\n\t\t\"status_code\": code,\n\t\t\"status\": http.StatusText(code),\n\t})); templateErr != nil {\n\t\tlog.Println(templateErr)\n\t}\n}\n\nfunc injectCommonTemplateData(r *http.Request, payload map[string]interface{}) map[string]interface{} {\n\tdata := map[string]interface{}{\n\t\t\"session_id\": sessionID(r),\n\t\t\"request_id\": r.Context().Value(ctxKeyRequestID{}),\n\t\t\"user_currency\": currentCurrency(r),\n\t\t\"platform_css\": plat.css,\n\t\t\"platform_name\": plat.provider,\n\t\t\"is_cymbal_brand\": isCymbalBrand,\n\t\t\"assistant_enabled\": assistantEnabled,\n\t\t\"deploymentDetails\": deploymentDetailsMap,\n\t\t\"frontendMessage\": frontendMessage,\n\t\t\"currentYear\": time.Now().Year(),\n\t\t\"baseUrl\": baseUrl,\n\t}\n\n\tfor k, v := range payload {\n\t\tdata[k] = v\n\t}\n\n\treturn data\n}\n\nfunc currentCurrency(r *http.Request) string {\n\tc, _ := r.Cookie(cookieCurrency)\n\tif c != nil {\n\t\treturn c.Value\n\t}\n\treturn defaultCurrency\n}\n\nfunc sessionID(r *http.Request) string {\n\tv := r.Context().Value(ctxKeySessionID{})\n\tif v != nil {\n\t\treturn v.(string)\n\t}\n\treturn \"\"\n}\n\nfunc cartIDs(c []*pb.CartItem) []string {\n\tout := make([]string, len(c))\n\tfor i, v := range c {\n\t\tout[i] = v.GetProductId()\n\t}\n\treturn out\n}\n\n// get total # of items in cart\nfunc cartSize(c []*pb.CartItem) int {\n\tcartSize := 0\n\tfor _, item := range c {\n\t\tcartSize += int(item.GetQuantity())\n\t}\n\treturn cartSize\n}\n\nfunc renderMoney(money pb.Money) string {\n\tcurrencyLogo := renderCurrencyLogo(money.GetCurrencyCode())\n\treturn fmt.Sprintf(\"%s%d.%02d\", currencyLogo, money.GetUnits(), money.GetNanos()/10000000)\n}\n\nfunc renderCurrencyLogo(currencyCode string) string {\n\tlogos := map[string]string{\n\t\t\"USD\": \"$\",\n\t\t\"CAD\": \"$\",\n\t\t\"JPY\": \"¥\",\n\t\t\"EUR\": \"€\",\n\t\t\"TRY\": \"₺\",\n\t\t\"GBP\": \"£\",\n\t}\n\n\tlogo := \"$\" //default\n\tif val, ok := logos[currencyCode]; ok {\n\t\tlogo = val\n\t}\n\treturn logo\n}\n\nfunc stringinSlice(slice []string, val string) bool {\n\tfor _, item := range slice {\n\t\tif item == val {\n\t\t\treturn true\n\t\t}\n\t}\n\treturn false\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/32/path1.json b/golden-trajectory/boutique/codedefect/32/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..922b8f4b062c0fdb9f198c2d4868eff3ef54715c --- /dev/null +++ b/golden-trajectory/boutique/codedefect/32/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "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-6f89c99b76-8bmd8 2/2 Running 0 5m37s\ncartservice-7c5f46fc47-rrh56 2/2 Running 0 5m37s\ncheckoutservice-5b97d6df88-snnbd 2/2 Running 0 5m37s\ncurrencyservice-5bc9dbdf66-2276x 2/2 Running 0 5m35s\nemailservice-c86b9b8f6-hvzj4 2/2 Running 0 5m36s\nfrontend-697587b5d-vvnw6 2/2 Running 0 2m26s\npaymentservice-64b6c744b5-qp8cs 2/2 Running 0 5m36s\nproductcatalogservice-5677b598bd-b4drj 2/2 Running 0 5m37s\nrecommendationservice-786899779d-58lvn 2/2 Running 0 5m36s\nredis-cart-64b9db6f79-kmw4s 2/2 Running 0 5m36s\nshippingservice-799cbfbc76-mftjf 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 10.68.8.49 9555/TCP 5m40s\ncartservice ClusterIP 10.68.227.238 7070/TCP 5m40s\ncheckoutservice ClusterIP 10.68.159.206 5050/TCP 5m40s\ncurrencyservice ClusterIP 10.68.53.54 7000/TCP 5m38s\nemailservice ClusterIP 10.68.255.3 5000/TCP 5m39s\nfrontend ClusterIP 10.68.114.191 80/TCP 5m39s\nfrontend-external NodePort 10.68.14.79 80:30080/TCP 5m39s\npaymentservice ClusterIP 10.68.253.159 50051/TCP 5m39s\nproductcatalogservice ClusterIP 10.68.191.33 3550/TCP 5m40s\nrecommendationservice ClusterIP 10.68.175.57 8080/TCP 5m40s\nredis-cart ClusterIP 10.68.152.210 6379/TCP 5m39s\nshippingservice ClusterIP 10.68.172.38 50051/TCP 5m40s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 3, 'alerts': [{'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 19, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}, {'request_method': 'GET', 'business_action': 'View cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 9, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}, {'request_method': 'POST', 'business_action': 'Add product to cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 2, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}]}" + }, + { + "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": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "{\n \"total_log_count\": 2657,\n \"total_errors\": 713,\n \"total_error_ratio\": 0.2683,\n \"patterns\": [\n {\n \"count\": 713,\n \"ratio\": 0.2683,\n \"sample\": \"2026-05-19T12:52:22.780349807+08:00 AddItemAsync called with userId=OLJCESPC7Z, productId=deb5f24d-1373-4ee9-af47-3e7523a241c7, quantity=8\"\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: 'frontend'}", + "output": "{\n \"service\": \"frontend\",\n \"root\": \"code/frontend\",\n \"files\": [\n {\n \"path\": \"deployment_details.go\",\n \"description\": \"frontend deployment metadata helpers exposed to templates and diagnostics.\"\n },\n {\n \"path\": \"handlers.go\",\n \"description\": \"HTTP request handlers for home, product, cart, checkout, currency, assistant, and ad selection flows.\"\n },\n {\n \"path\": \"main.go\",\n \"description\": \"frontend process entrypoint, environment configuration, backend gRPC connections, HTTP route registration, and observability setup.\"\n },\n {\n \"path\": \"middleware.go\",\n \"description\": \"frontend HTTP middleware for request logging and trace context handling.\"\n },\n {\n \"path\": \"money/money.go\",\n \"description\": \"money formatting and arithmetic helpers used by frontend page rendering.\"\n },\n {\n \"path\": \"packaging_info.go\",\n \"description\": \"optional packaging service integration helpers used by product pages.\"\n },\n {\n \"path\": \"rpc.go\",\n \"description\": \"frontend backend RPC client wrappers for product catalog, cart, recommendation, shipping, currency, checkout, and ads.\"\n },\n {\n \"path\": \"validator/validator.go\",\n \"description\": \"request payload structs and validation helpers for cart, checkout, and currency forms.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'frontend', file_path: 'handlers.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\"encoding/json\"\n\t\"fmt\"\n\t\"html/template\"\n\t\"io\"\n\t\"math/rand\"\n\t\"net\"\n\t\"net/http\"\n\t\"os\"\n\t\"strconv\"\n\t\"strings\"\n\t\"time\"\n\n\t\"github.com/gorilla/mux\"\n\t\"github.com/pkg/errors\"\n\t\"github.com/sirupsen/logrus\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/genproto\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/money\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/validator\"\n)\n\ntype platformDetails struct {\n\tcss string\n\tprovider string\n}\n\nvar (\n\tfrontendMessage = strings.TrimSpace(os.Getenv(\"FRONTEND_MESSAGE\"))\n\tisCymbalBrand = \"true\" == strings.ToLower(os.Getenv(\"CYMBAL_BRANDING\"))\n\tassistantEnabled = \"true\" == strings.ToLower(os.Getenv(\"ENABLE_ASSISTANT\"))\n\ttemplates = template.Must(template.New(\"\").\n\t\t\t\tFuncs(template.FuncMap{\n\t\t\t\"renderMoney\": renderMoney,\n\t\t\t\"renderCurrencyLogo\": renderCurrencyLogo,\n\t\t}).ParseGlob(\"templates/*.html\"))\n\tplat platformDetails\n)\n\nvar validEnvs = []string{\"local\", \"gcp\", \"azure\", \"aws\", \"onprem\", \"alibaba\"}\n\nfunc (fe *frontendServer) homeHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.WithField(\"currency\", currentCurrency(r)).Info(\"home\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tproducts, err := fe.getProducts(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve products\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype productView struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}\n\tps := make([]productView, len(products))\n\tfor i, p := range products {\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"failed to do currency conversion for product %s\", p.GetId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tps[i] = productView{p, price}\n\t}\n\n\t// Set ENV_PLATFORM (default to local if not set; use env var if set; otherwise detect GCP, which overrides env)_\n\tvar env = os.Getenv(\"ENV_PLATFORM\")\n\t// Only override from env variable if set + valid env\n\tif env == \"\" || stringinSlice(validEnvs, env) == false {\n\t\tfmt.Println(\"env platform is either empty or invalid\")\n\t\tenv = \"local\"\n\t}\n\t// Autodetect GCP\n\taddrs, err := net.LookupHost(\"metadata.google.internal.\")\n\tif err == nil && len(addrs) >= 0 {\n\t\tlog.Debugf(\"Detected Google metadata server: %v, setting ENV_PLATFORM to GCP.\", addrs)\n\t\tenv = \"gcp\"\n\t}\n\n\tlog.Debugf(\"ENV_PLATFORM is: %s\", env)\n\tplat = platformDetails{}\n\tplat.setPlatformDetails(strings.ToLower(env))\n\n\tif err := templates.ExecuteTemplate(w, \"home\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"products\": ps,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"banner_color\": os.Getenv(\"BANNER_COLOR\"), // illustrates canary deployments\n\t\t\"ad\": fe.chooseAd(r.Context(), []string{}, log),\n\t})); err != nil {\n\t\tlog.Error(err)\n\t}\n}\n\nfunc (plat *platformDetails) setPlatformDetails(env string) {\n\tif env == \"aws\" {\n\t\tplat.provider = \"AWS\"\n\t\tplat.css = \"aws-platform\"\n\t} else if env == \"onprem\" {\n\t\tplat.provider = \"On-Premises\"\n\t\tplat.css = \"onprem-platform\"\n\t} else if env == \"azure\" {\n\t\tplat.provider = \"Azure\"\n\t\tplat.css = \"azure-platform\"\n\t} else if env == \"gcp\" {\n\t\tplat.provider = \"Google Cloud\"\n\t\tplat.css = \"gcp-platform\"\n\t} else if env == \"alibaba\" {\n\t\tplat.provider = \"Alibaba Cloud\"\n\t\tplat.css = \"alibaba-platform\"\n\t} else {\n\t\tplat.provider = \"local\"\n\t\tplat.css = \"local\"\n\t}\n}\n\nfunc (fe *frontendServer) productHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tid := mux.Vars(r)[\"id\"]\n\tif id == \"\" {\n\t\trenderHTTPError(log, r, w, errors.New(\"product id not specified\"), http.StatusBadRequest)\n\t\treturn\n\t}\n\tlog.WithField(\"id\", id).WithField(\"currency\", currentCurrency(r)).\n\t\tDebug(\"serving product page\")\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to convert currency\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), []string{id})\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tproduct := struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}{p, price}\n\n\t// Fetch packaging info (weight/dimensions) of the product\n\t// The packaging service is an optional microservice you can run as part of a Google Cloud demo.\n\tvar packagingInfo *PackagingInfo = nil\n\tif isPackagingServiceConfigured() {\n\t\tpackagingInfo, err = httpGetPackagingInfo(id)\n\t\tif err != nil {\n\t\t\tfmt.Println(\"Failed to obtain product's packaging info:\", err)\n\t\t}\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"product\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"ad\": fe.chooseAd(r.Context(), p.Categories, log),\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"product\": product,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"packagingInfo\": packagingInfo,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) addToCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tquantity, _ := strconv.ParseUint(r.FormValue(\"quantity\"), 10, 32)\n\tproductID := r.FormValue(\"product_id\")\n\tpayload := validator.AddToCartPayload{\n\t\tQuantity: quantity,\n\t\tProductID: productID,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"product\", payload.ProductID).WithField(\"quantity\", payload.Quantity).Debug(\"adding to cart\")\n\n\tp, err := fe.getProduct(r.Context(), payload.ProductID)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tuserID := sessionID(r)\n\tproductID = p.GetId()\n\tuserID, productID = productID, userID\n\tif err := fe.insertCart(r.Context(), userID, productID, int32(payload.Quantity)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to add to cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/cart\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) emptyCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"emptying cart\")\n\n\tif err := fe.emptyCart(r.Context(), sessionID(r)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to empty cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) viewCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"view user cart\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), cartIDs(cart))\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tshippingCost, err := fe.getShippingQuote(r.Context(), cart, currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to get shipping quote\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype cartItemView struct {\n\t\tItem *pb.Product\n\t\tQuantity int32\n\t\tPrice *pb.Money\n\t}\n\titems := make([]cartItemView, len(cart))\n\ttotalPrice := pb.Money{CurrencyCode: currentCurrency(r)}\n\tfor i, item := range cart {\n\t\tp, err := fe.getProduct(r.Context(), item.GetProductId())\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not retrieve product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not convert currency for product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\n\t\tmultPrice := money.MultiplySlow(*price, uint32(item.GetQuantity()))\n\t\titems[i] = cartItemView{\n\t\t\tItem: p,\n\t\t\tQuantity: item.GetQuantity(),\n\t\t\tPrice: &multPrice}\n\t\ttotalPrice = money.Must(money.Sum(totalPrice, multPrice))\n\t}\n\ttotalPrice = money.Must(money.Sum(totalPrice, *shippingCost))\n\tyear := time.Now().Year()\n\n\tif err := templates.ExecuteTemplate(w, \"cart\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"currencies\": currencies,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"shipping_cost\": shippingCost,\n\t\t\"show_currency\": true,\n\t\t\"total_cost\": totalPrice,\n\t\t\"items\": items,\n\t\t\"expiration_years\": []int{year, year + 1, year + 2, year + 3, year + 4},\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) placeOrderHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"placing order\")\n\n\tvar (\n\t\temail = r.FormValue(\"email\")\n\t\tstreetAddress = r.FormValue(\"street_address\")\n\t\tzipCode, _ = strconv.ParseInt(r.FormValue(\"zip_code\"), 10, 32)\n\t\tcity = r.FormValue(\"city\")\n\t\tstate = r.FormValue(\"state\")\n\t\tcountry = r.FormValue(\"country\")\n\t\tccNumber = r.FormValue(\"credit_card_number\")\n\t\tccMonth, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_month\"), 10, 32)\n\t\tccYear, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_year\"), 10, 32)\n\t\tccCVV, _ = strconv.ParseInt(r.FormValue(\"credit_card_cvv\"), 10, 32)\n\t)\n\n\tpayload := validator.PlaceOrderPayload{\n\t\tEmail: email,\n\t\tStreetAddress: streetAddress,\n\t\tZipCode: zipCode,\n\t\tCity: city,\n\t\tState: state,\n\t\tCountry: country,\n\t\tCcNumber: ccNumber,\n\t\tCcMonth: ccMonth,\n\t\tCcYear: ccYear,\n\t\tCcCVV: ccCVV,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\n\torder, err := pb.NewCheckoutServiceClient(fe.checkoutSvcConn).\n\t\tPlaceOrder(r.Context(), &pb.PlaceOrderRequest{\n\t\t\tEmail: payload.Email,\n\t\t\tCreditCard: &pb.CreditCardInfo{\n\t\t\t\tCreditCardNumber: payload.CcNumber,\n\t\t\t\tCreditCardExpirationMonth: int32(payload.CcMonth),\n\t\t\t\tCreditCardExpirationYear: int32(payload.CcYear),\n\t\t\t\tCreditCardCvv: int32(payload.CcCVV)},\n\t\t\tUserId: sessionID(r),\n\t\t\tUserCurrency: currentCurrency(r),\n\t\t\tAddress: &pb.Address{\n\t\t\t\tStreetAddress: payload.StreetAddress,\n\t\t\t\tCity: payload.City,\n\t\t\t\tState: payload.State,\n\t\t\t\tZipCode: int32(payload.ZipCode),\n\t\t\t\tCountry: payload.Country},\n\t\t})\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to complete the order\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tlog.WithField(\"order\", order.GetOrder().GetOrderId()).Info(\"order placed\")\n\n\torder.GetOrder().GetItems()\n\trecommendations, _ := fe.getRecommendations(r.Context(), sessionID(r), nil)\n\n\ttotalPaid := *order.GetOrder().GetShippingCost()\n\tfor _, v := range order.GetOrder().GetItems() {\n\t\tmultPrice := money.MultiplySlow(*v.GetCost(), uint32(v.GetItem().GetQuantity()))\n\t\ttotalPaid = money.Must(money.Sum(totalPaid, multPrice))\n\t}\n\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"order\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t\t\"order\": order.GetOrder(),\n\t\t\"total_paid\": &totalPaid,\n\t\t\"recommendations\": recommendations,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) assistantHandler(w http.ResponseWriter, r *http.Request) {\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"assistant\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) logoutHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"logging out\")\n\tfor _, c := range r.Cookies() {\n\t\tc.Expires = time.Now().Add(-time.Hour * 24 * 365)\n\t\tc.MaxAge = -1\n\t\thttp.SetCookie(w, c)\n\t}\n\tw.Header().Set(\"Location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) getProductByID(w http.ResponseWriter, r *http.Request) {\n\tid := mux.Vars(r)[\"ids\"]\n\tif id == \"\" {\n\t\treturn\n\t}\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\treturn\n\t}\n\n\tjsonData, err := json.Marshal(p)\n\tif err != nil {\n\t\tfmt.Println(err)\n\t\treturn\n\t}\n\n\tw.Write(jsonData)\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) chatBotHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\ttype Response struct {\n\t\tMessage string `json:\"message\"`\n\t}\n\n\ttype LLMResponse struct {\n\t\tContent string `json:\"content\"`\n\t\tDetails map[string]any `json:\"details\"`\n\t}\n\n\tvar response LLMResponse\n\n\turl := \"http://\" + fe.shoppingAssistantSvcAddr\n\treq, err := http.NewRequest(http.MethodPost, url, r.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to create request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\treq.Header.Set(\"Content-Type\", \"application/json\")\n\treq.Header.Set(\"Accept\", \"application/json\")\n\tres, err := http.DefaultClient.Do(req)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to send request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tbody, err := io.ReadAll(res.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to read response\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tfmt.Printf(\"%+v\\n\", body)\n\tfmt.Printf(\"%+v\\n\", res)\n\n\terr = json.Unmarshal(body, &response)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to unmarshal body\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// respond with the same message\n\tjson.NewEncoder(w).Encode(Response{Message: response.Content})\n\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) setCurrencyHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tcur := r.FormValue(\"currency_code\")\n\tpayload := validator.SetCurrencyPayload{Currency: cur}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"curr.new\", payload.Currency).WithField(\"curr.old\", currentCurrency(r)).\n\t\tDebug(\"setting currency\")\n\n\tif payload.Currency != \"\" {\n\t\thttp.SetCookie(w, &http.Cookie{\n\t\t\tName: cookieCurrency,\n\t\t\tValue: payload.Currency,\n\t\t\tMaxAge: cookieMaxAge,\n\t\t})\n\t}\n\treferer := r.Header.Get(\"referer\")\n\tif referer == \"\" {\n\t\treferer = baseUrl + \"/\"\n\t}\n\tw.Header().Set(\"Location\", referer)\n\tw.WriteHeader(http.StatusFound)\n}\n\n// chooseAd queries for advertisements available and randomly chooses one, if\n// available. It ignores the error retrieving the ad since it is not critical.\nfunc (fe *frontendServer) chooseAd(ctx context.Context, ctxKeys []string, log logrus.FieldLogger) *pb.Ad {\n\tads, err := fe.getAd(ctx, ctxKeys)\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to retrieve ads\")\n\t\treturn nil\n\t}\n\treturn ads[rand.Intn(len(ads))]\n}\n\nfunc renderHTTPError(log logrus.FieldLogger, r *http.Request, w http.ResponseWriter, err error, code int) {\n\tlog.WithField(\"error\", err).Error(\"request error\")\n\terrMsg := fmt.Sprintf(\"%+v\", err)\n\n\tw.WriteHeader(code)\n\n\tif templateErr := templates.ExecuteTemplate(w, \"error\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"error\": errMsg,\n\t\t\"status_code\": code,\n\t\t\"status\": http.StatusText(code),\n\t})); templateErr != nil {\n\t\tlog.Println(templateErr)\n\t}\n}\n\nfunc injectCommonTemplateData(r *http.Request, payload map[string]interface{}) map[string]interface{} {\n\tdata := map[string]interface{}{\n\t\t\"session_id\": sessionID(r),\n\t\t\"request_id\": r.Context().Value(ctxKeyRequestID{}),\n\t\t\"user_currency\": currentCurrency(r),\n\t\t\"platform_css\": plat.css,\n\t\t\"platform_name\": plat.provider,\n\t\t\"is_cymbal_brand\": isCymbalBrand,\n\t\t\"assistant_enabled\": assistantEnabled,\n\t\t\"deploymentDetails\": deploymentDetailsMap,\n\t\t\"frontendMessage\": frontendMessage,\n\t\t\"currentYear\": time.Now().Year(),\n\t\t\"baseUrl\": baseUrl,\n\t}\n\n\tfor k, v := range payload {\n\t\tdata[k] = v\n\t}\n\n\treturn data\n}\n\nfunc currentCurrency(r *http.Request) string {\n\tc, _ := r.Cookie(cookieCurrency)\n\tif c != nil {\n\t\treturn c.Value\n\t}\n\treturn defaultCurrency\n}\n\nfunc sessionID(r *http.Request) string {\n\tv := r.Context().Value(ctxKeySessionID{})\n\tif v != nil {\n\t\treturn v.(string)\n\t}\n\treturn \"\"\n}\n\nfunc cartIDs(c []*pb.CartItem) []string {\n\tout := make([]string, len(c))\n\tfor i, v := range c {\n\t\tout[i] = v.GetProductId()\n\t}\n\treturn out\n}\n\n// get total # of items in cart\nfunc cartSize(c []*pb.CartItem) int {\n\tcartSize := 0\n\tfor _, item := range c {\n\t\tcartSize += int(item.GetQuantity())\n\t}\n\treturn cartSize\n}\n\nfunc renderMoney(money pb.Money) string {\n\tcurrencyLogo := renderCurrencyLogo(money.GetCurrencyCode())\n\treturn fmt.Sprintf(\"%s%d.%02d\", currencyLogo, money.GetUnits(), money.GetNanos()/10000000)\n}\n\nfunc renderCurrencyLogo(currencyCode string) string {\n\tlogos := map[string]string{\n\t\t\"USD\": \"$\",\n\t\t\"CAD\": \"$\",\n\t\t\"JPY\": \"¥\",\n\t\t\"EUR\": \"€\",\n\t\t\"TRY\": \"₺\",\n\t\t\"GBP\": \"£\",\n\t}\n\n\tlogo := \"$\" //default\n\tif val, ok := logos[currencyCode]; ok {\n\t\tlogo = val\n\t}\n\treturn logo\n}\n\nfunc stringinSlice(slice []string, val string) bool {\n\tfor _, item := range slice {\n\t\tif item == val {\n\t\t\treturn true\n\t\t}\n\t}\n\treturn false\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/32/path2.json b/golden-trajectory/boutique/codedefect/32/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..4683a1586d94dd03d97aa0924b3341060aee5582 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/32/path2.json @@ -0,0 +1,70 @@ +{ + "statistics": { + "valid_tool_call_count": 10, + "total_trace_steps": 10, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "GetResources", + "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-6f89c99b76-8bmd8 2/2 Running 0 5m37s\ncartservice-7c5f46fc47-rrh56 2/2 Running 0 5m37s\ncheckoutservice-5b97d6df88-snnbd 2/2 Running 0 5m37s\ncurrencyservice-5bc9dbdf66-2276x 2/2 Running 0 5m35s\nemailservice-c86b9b8f6-hvzj4 2/2 Running 0 5m36s\nfrontend-697587b5d-vvnw6 2/2 Running 0 2m26s\npaymentservice-64b6c744b5-qp8cs 2/2 Running 0 5m36s\nproductcatalogservice-5677b598bd-b4drj 2/2 Running 0 5m37s\nrecommendationservice-786899779d-58lvn 2/2 Running 0 5m36s\nredis-cart-64b9db6f79-kmw4s 2/2 Running 0 5m36s\nshippingservice-799cbfbc76-mftjf 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 10.68.8.49 9555/TCP 5m40s\ncartservice ClusterIP 10.68.227.238 7070/TCP 5m40s\ncheckoutservice ClusterIP 10.68.159.206 5050/TCP 5m40s\ncurrencyservice ClusterIP 10.68.53.54 7000/TCP 5m38s\nemailservice ClusterIP 10.68.255.3 5000/TCP 5m39s\nfrontend ClusterIP 10.68.114.191 80/TCP 5m39s\nfrontend-external NodePort 10.68.14.79 80:30080/TCP 5m39s\npaymentservice ClusterIP 10.68.253.159 50051/TCP 5m39s\nproductcatalogservice ClusterIP 10.68.191.33 3550/TCP 5m40s\nrecommendationservice ClusterIP 10.68.175.57 8080/TCP 5m40s\nredis-cart ClusterIP 10.68.152.210 6379/TCP 5m39s\nshippingservice ClusterIP 10.68.172.38 50051/TCP 5m40s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 3, 'alerts': [{'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 19, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}, {'request_method': 'GET', 'business_action': 'View cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 9, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}, {'request_method': 'POST', 'business_action': 'Add product to cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 2, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}]}" + }, + { + "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": "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 172.20.1.149:9555 5m59s\ncartservice 172.20.2.247:7070 5m59s\ncheckoutservice 172.20.2.246:5050 5m59s\ncurrencyservice 172.20.2.250:7000 5m57s\nemailservice 172.20.2.249:8080 5m58s\nfrontend 172.20.1.154:8080 5m58s\nfrontend-external 172.20.1.154:8080 5m58s\npaymentservice 172.20.1.152:50051 5m58s\nproductcatalogservice 172.20.2.245:3550 5m59s\nrecommendationservice 172.20.1.151:8080 5m58s\nredis-cart 172.20.2.248:6379 5m58s\nshippingservice 172.20.1.150:50051 5m59s" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "{\n \"total_log_count\": 2657,\n \"total_errors\": 713,\n \"total_error_ratio\": 0.2683,\n \"patterns\": [\n {\n \"count\": 713,\n \"ratio\": 0.2683,\n \"sample\": \"2026-05-19T12:52:22.780349807+08:00 AddItemAsync called with userId=OLJCESPC7Z, productId=deb5f24d-1373-4ee9-af47-3e7523a241c7, quantity=8\"\n }\n ]\n}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'frontend'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: frontend\n namespace: boutique\n labels:\n app: frontend\nspec:\n selector:\n matchLabels:\n app: frontend\n template:\n metadata:\n labels:\n app: frontend\n annotations:\n sidecar.istio.io/rewriteAppHTTPProbers: \"true\"\n spec:\n serviceAccountName: frontend\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/frontend-v2:latest\n ports:\n - containerPort: 8080\n env:\n - name: PORT\n value: \"8080\"\n - name: PRODUCT_CATALOG_SERVICE_ADDR\n value: \"productcatalogservice:3550\"\n - name: CURRENCY_SERVICE_ADDR\n value: \"currencyservice:7000\"\n - name: CART_SERVICE_ADDR\n value: \"cartservice:7070\"\n - name: RECOMMENDATION_SERVICE_ADDR\n value: \"recommendationservice:8080\"\n - name: SHIPPING_SERVICE_ADDR\n value: \"shippingservice:50051\"\n - name: CHECKOUT_SERVICE_ADDR\n value: \"checkoutservice:5050\"\n - name: AD_SERVICE_ADDR\n value: \"adservice:9555\"\n - name: SHOPPING_ASSISTANT_SERVICE_ADDR\n value: \"shoppingassistantservice:80\"\n - name: ENABLE_PROFILER\n value: \"0\"\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: frontend\n namespace: boutique\n labels:\n app: frontend\nspec:\n type: ClusterIP\n selector:\n app: frontend\n ports:\n - name: http\n port: 80\n targetPort: 8080\n\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: frontend\n namespace: boutique\n\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: frontend-external\n namespace: boutique\n labels:\n app: frontend\nspec:\n type: NodePort\n selector:\n app: frontend\n ports:\n - name: http\n port: 80\n targetPort: 8080\n nodePort: 30080" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'frontend'}", + "output": "{\n \"service\": \"frontend\",\n \"root\": \"code/frontend\",\n \"files\": [\n {\n \"path\": \"deployment_details.go\",\n \"description\": \"frontend deployment metadata helpers exposed to templates and diagnostics.\"\n },\n {\n \"path\": \"handlers.go\",\n \"description\": \"HTTP request handlers for home, product, cart, checkout, currency, assistant, and ad selection flows.\"\n },\n {\n \"path\": \"main.go\",\n \"description\": \"frontend process entrypoint, environment configuration, backend gRPC connections, HTTP route registration, and observability setup.\"\n },\n {\n \"path\": \"middleware.go\",\n \"description\": \"frontend HTTP middleware for request logging and trace context handling.\"\n },\n {\n \"path\": \"money/money.go\",\n \"description\": \"money formatting and arithmetic helpers used by frontend page rendering.\"\n },\n {\n \"path\": \"packaging_info.go\",\n \"description\": \"optional packaging service integration helpers used by product pages.\"\n },\n {\n \"path\": \"rpc.go\",\n \"description\": \"frontend backend RPC client wrappers for product catalog, cart, recommendation, shipping, currency, checkout, and ads.\"\n },\n {\n \"path\": \"validator/validator.go\",\n \"description\": \"request payload structs and validation helpers for cart, checkout, and currency forms.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'frontend', file_path: 'handlers.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\"encoding/json\"\n\t\"fmt\"\n\t\"html/template\"\n\t\"io\"\n\t\"math/rand\"\n\t\"net\"\n\t\"net/http\"\n\t\"os\"\n\t\"strconv\"\n\t\"strings\"\n\t\"time\"\n\n\t\"github.com/gorilla/mux\"\n\t\"github.com/pkg/errors\"\n\t\"github.com/sirupsen/logrus\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/genproto\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/money\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/validator\"\n)\n\ntype platformDetails struct {\n\tcss string\n\tprovider string\n}\n\nvar (\n\tfrontendMessage = strings.TrimSpace(os.Getenv(\"FRONTEND_MESSAGE\"))\n\tisCymbalBrand = \"true\" == strings.ToLower(os.Getenv(\"CYMBAL_BRANDING\"))\n\tassistantEnabled = \"true\" == strings.ToLower(os.Getenv(\"ENABLE_ASSISTANT\"))\n\ttemplates = template.Must(template.New(\"\").\n\t\t\t\tFuncs(template.FuncMap{\n\t\t\t\"renderMoney\": renderMoney,\n\t\t\t\"renderCurrencyLogo\": renderCurrencyLogo,\n\t\t}).ParseGlob(\"templates/*.html\"))\n\tplat platformDetails\n)\n\nvar validEnvs = []string{\"local\", \"gcp\", \"azure\", \"aws\", \"onprem\", \"alibaba\"}\n\nfunc (fe *frontendServer) homeHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.WithField(\"currency\", currentCurrency(r)).Info(\"home\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tproducts, err := fe.getProducts(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve products\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype productView struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}\n\tps := make([]productView, len(products))\n\tfor i, p := range products {\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"failed to do currency conversion for product %s\", p.GetId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tps[i] = productView{p, price}\n\t}\n\n\t// Set ENV_PLATFORM (default to local if not set; use env var if set; otherwise detect GCP, which overrides env)_\n\tvar env = os.Getenv(\"ENV_PLATFORM\")\n\t// Only override from env variable if set + valid env\n\tif env == \"\" || stringinSlice(validEnvs, env) == false {\n\t\tfmt.Println(\"env platform is either empty or invalid\")\n\t\tenv = \"local\"\n\t}\n\t// Autodetect GCP\n\taddrs, err := net.LookupHost(\"metadata.google.internal.\")\n\tif err == nil && len(addrs) >= 0 {\n\t\tlog.Debugf(\"Detected Google metadata server: %v, setting ENV_PLATFORM to GCP.\", addrs)\n\t\tenv = \"gcp\"\n\t}\n\n\tlog.Debugf(\"ENV_PLATFORM is: %s\", env)\n\tplat = platformDetails{}\n\tplat.setPlatformDetails(strings.ToLower(env))\n\n\tif err := templates.ExecuteTemplate(w, \"home\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"products\": ps,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"banner_color\": os.Getenv(\"BANNER_COLOR\"), // illustrates canary deployments\n\t\t\"ad\": fe.chooseAd(r.Context(), []string{}, log),\n\t})); err != nil {\n\t\tlog.Error(err)\n\t}\n}\n\nfunc (plat *platformDetails) setPlatformDetails(env string) {\n\tif env == \"aws\" {\n\t\tplat.provider = \"AWS\"\n\t\tplat.css = \"aws-platform\"\n\t} else if env == \"onprem\" {\n\t\tplat.provider = \"On-Premises\"\n\t\tplat.css = \"onprem-platform\"\n\t} else if env == \"azure\" {\n\t\tplat.provider = \"Azure\"\n\t\tplat.css = \"azure-platform\"\n\t} else if env == \"gcp\" {\n\t\tplat.provider = \"Google Cloud\"\n\t\tplat.css = \"gcp-platform\"\n\t} else if env == \"alibaba\" {\n\t\tplat.provider = \"Alibaba Cloud\"\n\t\tplat.css = \"alibaba-platform\"\n\t} else {\n\t\tplat.provider = \"local\"\n\t\tplat.css = \"local\"\n\t}\n}\n\nfunc (fe *frontendServer) productHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tid := mux.Vars(r)[\"id\"]\n\tif id == \"\" {\n\t\trenderHTTPError(log, r, w, errors.New(\"product id not specified\"), http.StatusBadRequest)\n\t\treturn\n\t}\n\tlog.WithField(\"id\", id).WithField(\"currency\", currentCurrency(r)).\n\t\tDebug(\"serving product page\")\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to convert currency\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), []string{id})\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tproduct := struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}{p, price}\n\n\t// Fetch packaging info (weight/dimensions) of the product\n\t// The packaging service is an optional microservice you can run as part of a Google Cloud demo.\n\tvar packagingInfo *PackagingInfo = nil\n\tif isPackagingServiceConfigured() {\n\t\tpackagingInfo, err = httpGetPackagingInfo(id)\n\t\tif err != nil {\n\t\t\tfmt.Println(\"Failed to obtain product's packaging info:\", err)\n\t\t}\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"product\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"ad\": fe.chooseAd(r.Context(), p.Categories, log),\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"product\": product,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"packagingInfo\": packagingInfo,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) addToCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tquantity, _ := strconv.ParseUint(r.FormValue(\"quantity\"), 10, 32)\n\tproductID := r.FormValue(\"product_id\")\n\tpayload := validator.AddToCartPayload{\n\t\tQuantity: quantity,\n\t\tProductID: productID,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"product\", payload.ProductID).WithField(\"quantity\", payload.Quantity).Debug(\"adding to cart\")\n\n\tp, err := fe.getProduct(r.Context(), payload.ProductID)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tuserID := sessionID(r)\n\tproductID = p.GetId()\n\tuserID, productID = productID, userID\n\tif err := fe.insertCart(r.Context(), userID, productID, int32(payload.Quantity)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to add to cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/cart\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) emptyCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"emptying cart\")\n\n\tif err := fe.emptyCart(r.Context(), sessionID(r)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to empty cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) viewCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"view user cart\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), cartIDs(cart))\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tshippingCost, err := fe.getShippingQuote(r.Context(), cart, currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to get shipping quote\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype cartItemView struct {\n\t\tItem *pb.Product\n\t\tQuantity int32\n\t\tPrice *pb.Money\n\t}\n\titems := make([]cartItemView, len(cart))\n\ttotalPrice := pb.Money{CurrencyCode: currentCurrency(r)}\n\tfor i, item := range cart {\n\t\tp, err := fe.getProduct(r.Context(), item.GetProductId())\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not retrieve product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not convert currency for product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\n\t\tmultPrice := money.MultiplySlow(*price, uint32(item.GetQuantity()))\n\t\titems[i] = cartItemView{\n\t\t\tItem: p,\n\t\t\tQuantity: item.GetQuantity(),\n\t\t\tPrice: &multPrice}\n\t\ttotalPrice = money.Must(money.Sum(totalPrice, multPrice))\n\t}\n\ttotalPrice = money.Must(money.Sum(totalPrice, *shippingCost))\n\tyear := time.Now().Year()\n\n\tif err := templates.ExecuteTemplate(w, \"cart\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"currencies\": currencies,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"shipping_cost\": shippingCost,\n\t\t\"show_currency\": true,\n\t\t\"total_cost\": totalPrice,\n\t\t\"items\": items,\n\t\t\"expiration_years\": []int{year, year + 1, year + 2, year + 3, year + 4},\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) placeOrderHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"placing order\")\n\n\tvar (\n\t\temail = r.FormValue(\"email\")\n\t\tstreetAddress = r.FormValue(\"street_address\")\n\t\tzipCode, _ = strconv.ParseInt(r.FormValue(\"zip_code\"), 10, 32)\n\t\tcity = r.FormValue(\"city\")\n\t\tstate = r.FormValue(\"state\")\n\t\tcountry = r.FormValue(\"country\")\n\t\tccNumber = r.FormValue(\"credit_card_number\")\n\t\tccMonth, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_month\"), 10, 32)\n\t\tccYear, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_year\"), 10, 32)\n\t\tccCVV, _ = strconv.ParseInt(r.FormValue(\"credit_card_cvv\"), 10, 32)\n\t)\n\n\tpayload := validator.PlaceOrderPayload{\n\t\tEmail: email,\n\t\tStreetAddress: streetAddress,\n\t\tZipCode: zipCode,\n\t\tCity: city,\n\t\tState: state,\n\t\tCountry: country,\n\t\tCcNumber: ccNumber,\n\t\tCcMonth: ccMonth,\n\t\tCcYear: ccYear,\n\t\tCcCVV: ccCVV,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\n\torder, err := pb.NewCheckoutServiceClient(fe.checkoutSvcConn).\n\t\tPlaceOrder(r.Context(), &pb.PlaceOrderRequest{\n\t\t\tEmail: payload.Email,\n\t\t\tCreditCard: &pb.CreditCardInfo{\n\t\t\t\tCreditCardNumber: payload.CcNumber,\n\t\t\t\tCreditCardExpirationMonth: int32(payload.CcMonth),\n\t\t\t\tCreditCardExpirationYear: int32(payload.CcYear),\n\t\t\t\tCreditCardCvv: int32(payload.CcCVV)},\n\t\t\tUserId: sessionID(r),\n\t\t\tUserCurrency: currentCurrency(r),\n\t\t\tAddress: &pb.Address{\n\t\t\t\tStreetAddress: payload.StreetAddress,\n\t\t\t\tCity: payload.City,\n\t\t\t\tState: payload.State,\n\t\t\t\tZipCode: int32(payload.ZipCode),\n\t\t\t\tCountry: payload.Country},\n\t\t})\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to complete the order\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tlog.WithField(\"order\", order.GetOrder().GetOrderId()).Info(\"order placed\")\n\n\torder.GetOrder().GetItems()\n\trecommendations, _ := fe.getRecommendations(r.Context(), sessionID(r), nil)\n\n\ttotalPaid := *order.GetOrder().GetShippingCost()\n\tfor _, v := range order.GetOrder().GetItems() {\n\t\tmultPrice := money.MultiplySlow(*v.GetCost(), uint32(v.GetItem().GetQuantity()))\n\t\ttotalPaid = money.Must(money.Sum(totalPaid, multPrice))\n\t}\n\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"order\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t\t\"order\": order.GetOrder(),\n\t\t\"total_paid\": &totalPaid,\n\t\t\"recommendations\": recommendations,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) assistantHandler(w http.ResponseWriter, r *http.Request) {\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"assistant\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) logoutHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"logging out\")\n\tfor _, c := range r.Cookies() {\n\t\tc.Expires = time.Now().Add(-time.Hour * 24 * 365)\n\t\tc.MaxAge = -1\n\t\thttp.SetCookie(w, c)\n\t}\n\tw.Header().Set(\"Location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) getProductByID(w http.ResponseWriter, r *http.Request) {\n\tid := mux.Vars(r)[\"ids\"]\n\tif id == \"\" {\n\t\treturn\n\t}\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\treturn\n\t}\n\n\tjsonData, err := json.Marshal(p)\n\tif err != nil {\n\t\tfmt.Println(err)\n\t\treturn\n\t}\n\n\tw.Write(jsonData)\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) chatBotHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\ttype Response struct {\n\t\tMessage string `json:\"message\"`\n\t}\n\n\ttype LLMResponse struct {\n\t\tContent string `json:\"content\"`\n\t\tDetails map[string]any `json:\"details\"`\n\t}\n\n\tvar response LLMResponse\n\n\turl := \"http://\" + fe.shoppingAssistantSvcAddr\n\treq, err := http.NewRequest(http.MethodPost, url, r.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to create request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\treq.Header.Set(\"Content-Type\", \"application/json\")\n\treq.Header.Set(\"Accept\", \"application/json\")\n\tres, err := http.DefaultClient.Do(req)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to send request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tbody, err := io.ReadAll(res.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to read response\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tfmt.Printf(\"%+v\\n\", body)\n\tfmt.Printf(\"%+v\\n\", res)\n\n\terr = json.Unmarshal(body, &response)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to unmarshal body\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// respond with the same message\n\tjson.NewEncoder(w).Encode(Response{Message: response.Content})\n\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) setCurrencyHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tcur := r.FormValue(\"currency_code\")\n\tpayload := validator.SetCurrencyPayload{Currency: cur}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"curr.new\", payload.Currency).WithField(\"curr.old\", currentCurrency(r)).\n\t\tDebug(\"setting currency\")\n\n\tif payload.Currency != \"\" {\n\t\thttp.SetCookie(w, &http.Cookie{\n\t\t\tName: cookieCurrency,\n\t\t\tValue: payload.Currency,\n\t\t\tMaxAge: cookieMaxAge,\n\t\t})\n\t}\n\treferer := r.Header.Get(\"referer\")\n\tif referer == \"\" {\n\t\treferer = baseUrl + \"/\"\n\t}\n\tw.Header().Set(\"Location\", referer)\n\tw.WriteHeader(http.StatusFound)\n}\n\n// chooseAd queries for advertisements available and randomly chooses one, if\n// available. It ignores the error retrieving the ad since it is not critical.\nfunc (fe *frontendServer) chooseAd(ctx context.Context, ctxKeys []string, log logrus.FieldLogger) *pb.Ad {\n\tads, err := fe.getAd(ctx, ctxKeys)\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to retrieve ads\")\n\t\treturn nil\n\t}\n\treturn ads[rand.Intn(len(ads))]\n}\n\nfunc renderHTTPError(log logrus.FieldLogger, r *http.Request, w http.ResponseWriter, err error, code int) {\n\tlog.WithField(\"error\", err).Error(\"request error\")\n\terrMsg := fmt.Sprintf(\"%+v\", err)\n\n\tw.WriteHeader(code)\n\n\tif templateErr := templates.ExecuteTemplate(w, \"error\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"error\": errMsg,\n\t\t\"status_code\": code,\n\t\t\"status\": http.StatusText(code),\n\t})); templateErr != nil {\n\t\tlog.Println(templateErr)\n\t}\n}\n\nfunc injectCommonTemplateData(r *http.Request, payload map[string]interface{}) map[string]interface{} {\n\tdata := map[string]interface{}{\n\t\t\"session_id\": sessionID(r),\n\t\t\"request_id\": r.Context().Value(ctxKeyRequestID{}),\n\t\t\"user_currency\": currentCurrency(r),\n\t\t\"platform_css\": plat.css,\n\t\t\"platform_name\": plat.provider,\n\t\t\"is_cymbal_brand\": isCymbalBrand,\n\t\t\"assistant_enabled\": assistantEnabled,\n\t\t\"deploymentDetails\": deploymentDetailsMap,\n\t\t\"frontendMessage\": frontendMessage,\n\t\t\"currentYear\": time.Now().Year(),\n\t\t\"baseUrl\": baseUrl,\n\t}\n\n\tfor k, v := range payload {\n\t\tdata[k] = v\n\t}\n\n\treturn data\n}\n\nfunc currentCurrency(r *http.Request) string {\n\tc, _ := r.Cookie(cookieCurrency)\n\tif c != nil {\n\t\treturn c.Value\n\t}\n\treturn defaultCurrency\n}\n\nfunc sessionID(r *http.Request) string {\n\tv := r.Context().Value(ctxKeySessionID{})\n\tif v != nil {\n\t\treturn v.(string)\n\t}\n\treturn \"\"\n}\n\nfunc cartIDs(c []*pb.CartItem) []string {\n\tout := make([]string, len(c))\n\tfor i, v := range c {\n\t\tout[i] = v.GetProductId()\n\t}\n\treturn out\n}\n\n// get total # of items in cart\nfunc cartSize(c []*pb.CartItem) int {\n\tcartSize := 0\n\tfor _, item := range c {\n\t\tcartSize += int(item.GetQuantity())\n\t}\n\treturn cartSize\n}\n\nfunc renderMoney(money pb.Money) string {\n\tcurrencyLogo := renderCurrencyLogo(money.GetCurrencyCode())\n\treturn fmt.Sprintf(\"%s%d.%02d\", currencyLogo, money.GetUnits(), money.GetNanos()/10000000)\n}\n\nfunc renderCurrencyLogo(currencyCode string) string {\n\tlogos := map[string]string{\n\t\t\"USD\": \"$\",\n\t\t\"CAD\": \"$\",\n\t\t\"JPY\": \"¥\",\n\t\t\"EUR\": \"€\",\n\t\t\"TRY\": \"₺\",\n\t\t\"GBP\": \"£\",\n\t}\n\n\tlogo := \"$\" //default\n\tif val, ok := logos[currencyCode]; ok {\n\t\tlogo = val\n\t}\n\treturn logo\n}\n\nfunc stringinSlice(slice []string, val string) bool {\n\tfor _, item := range slice {\n\t\tif item == val {\n\t\t\treturn true\n\t\t}\n\t}\n\treturn false\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/33/path1.json b/golden-trajectory/boutique/codedefect/33/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..72d459aba33bf8df48829ce6d2d9f3dbd7d08e4c --- /dev/null +++ b/golden-trajectory/boutique/codedefect/33/path1.json @@ -0,0 +1,58 @@ +{ + "statistics": { + "valid_tool_call_count": 8, + "total_trace_steps": 8, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "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-rpl8z 2/2 Running 0 5m37s\ncartservice-7c5f46fc47-6hnvw 2/2 Running 0 5m35s\ncheckoutservice-5b97d6df88-s87lw 2/2 Running 0 5m37s\ncurrencyservice-5bc9dbdf66-k5zdc 2/2 Running 0 5m36s\nemailservice-c86b9b8f6-k2s4s 2/2 Running 0 5m37s\nfrontend-697587b5d-qfrj4 2/2 Running 0 2m26s\npaymentservice-64b6c744b5-6lbwv 2/2 Running 0 5m36s\nproductcatalogservice-5677b598bd-4z8qv 2/2 Running 0 5m37s\nrecommendationservice-786899779d-szlvf 2/2 Running 0 5m35s\nredis-cart-64b9db6f79-sk2w9 2/2 Running 0 5m35s\nshippingservice-799cbfbc76-66chc 2/2 Running 0 5m36s" + }, + { + "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 10.68.124.165 9555/TCP 5m40s\ncartservice ClusterIP 10.68.143.84 7070/TCP 5m38s\ncheckoutservice ClusterIP 10.68.197.187 5050/TCP 5m40s\ncurrencyservice ClusterIP 10.68.221.134 7000/TCP 5m40s\nemailservice ClusterIP 10.68.70.123 5000/TCP 5m40s\nfrontend ClusterIP 10.68.192.73 80/TCP 5m39s\nfrontend-external NodePort 10.68.21.103 80:30080/TCP 5m39s\npaymentservice ClusterIP 10.68.43.11 50051/TCP 5m39s\nproductcatalogservice ClusterIP 10.68.18.13 3550/TCP 5m40s\nrecommendationservice ClusterIP 10.68.95.202 8080/TCP 5m38s\nredis-cart ClusterIP 10.68.175.239 6379/TCP 5m39s\nshippingservice ClusterIP 10.68.51.154 50051/TCP 5m39s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 16, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}, {'request_method': 'GET', 'business_action': 'View cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 10, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}]}" + }, + { + "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": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "{\n \"total_log_count\": 2683,\n \"total_errors\": 717,\n \"total_error_ratio\": 0.2672,\n \"patterns\": [\n {\n \"count\": 717,\n \"ratio\": 0.2672,\n \"sample\": \"2026-05-19T15:10:52.343633529+08:00 AddItemAsync called with userId=6E92ZMYYFZ, productId=27656431-8c1f-4f23-833b-5eb069148954, quantity=2\"\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: 'frontend'}", + "output": "{\n \"service\": \"frontend\",\n \"root\": \"code/frontend\",\n \"files\": [\n {\n \"path\": \"deployment_details.go\",\n \"description\": \"frontend deployment metadata helpers exposed to templates and diagnostics.\"\n },\n {\n \"path\": \"handlers.go\",\n \"description\": \"HTTP request handlers for home, product, cart, checkout, currency, assistant, and ad selection flows.\"\n },\n {\n \"path\": \"main.go\",\n \"description\": \"frontend process entrypoint, environment configuration, backend gRPC connections, HTTP route registration, and observability setup.\"\n },\n {\n \"path\": \"middleware.go\",\n \"description\": \"frontend HTTP middleware for request logging and trace context handling.\"\n },\n {\n \"path\": \"money/money.go\",\n \"description\": \"money formatting and arithmetic helpers used by frontend page rendering.\"\n },\n {\n \"path\": \"packaging_info.go\",\n \"description\": \"optional packaging service integration helpers used by product pages.\"\n },\n {\n \"path\": \"rpc.go\",\n \"description\": \"frontend backend RPC client wrappers for product catalog, cart, recommendation, shipping, currency, checkout, and ads.\"\n },\n {\n \"path\": \"validator/validator.go\",\n \"description\": \"request payload structs and validation helpers for cart, checkout, and currency forms.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'frontend', file_path: 'handlers.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\"encoding/json\"\n\t\"fmt\"\n\t\"html/template\"\n\t\"io\"\n\t\"math/rand\"\n\t\"net\"\n\t\"net/http\"\n\t\"os\"\n\t\"strconv\"\n\t\"strings\"\n\t\"time\"\n\n\t\"github.com/gorilla/mux\"\n\t\"github.com/pkg/errors\"\n\t\"github.com/sirupsen/logrus\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/genproto\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/money\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/validator\"\n)\n\ntype platformDetails struct {\n\tcss string\n\tprovider string\n}\n\nvar (\n\tfrontendMessage = strings.TrimSpace(os.Getenv(\"FRONTEND_MESSAGE\"))\n\tisCymbalBrand = \"true\" == strings.ToLower(os.Getenv(\"CYMBAL_BRANDING\"))\n\tassistantEnabled = \"true\" == strings.ToLower(os.Getenv(\"ENABLE_ASSISTANT\"))\n\ttemplates = template.Must(template.New(\"\").\n\t\t\t\tFuncs(template.FuncMap{\n\t\t\t\"renderMoney\": renderMoney,\n\t\t\t\"renderCurrencyLogo\": renderCurrencyLogo,\n\t\t}).ParseGlob(\"templates/*.html\"))\n\tplat platformDetails\n)\n\nvar validEnvs = []string{\"local\", \"gcp\", \"azure\", \"aws\", \"onprem\", \"alibaba\"}\n\nfunc (fe *frontendServer) homeHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.WithField(\"currency\", currentCurrency(r)).Info(\"home\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tproducts, err := fe.getProducts(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve products\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype productView struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}\n\tps := make([]productView, len(products))\n\tfor i, p := range products {\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"failed to do currency conversion for product %s\", p.GetId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tps[i] = productView{p, price}\n\t}\n\n\t// Set ENV_PLATFORM (default to local if not set; use env var if set; otherwise detect GCP, which overrides env)_\n\tvar env = os.Getenv(\"ENV_PLATFORM\")\n\t// Only override from env variable if set + valid env\n\tif env == \"\" || stringinSlice(validEnvs, env) == false {\n\t\tfmt.Println(\"env platform is either empty or invalid\")\n\t\tenv = \"local\"\n\t}\n\t// Autodetect GCP\n\taddrs, err := net.LookupHost(\"metadata.google.internal.\")\n\tif err == nil && len(addrs) >= 0 {\n\t\tlog.Debugf(\"Detected Google metadata server: %v, setting ENV_PLATFORM to GCP.\", addrs)\n\t\tenv = \"gcp\"\n\t}\n\n\tlog.Debugf(\"ENV_PLATFORM is: %s\", env)\n\tplat = platformDetails{}\n\tplat.setPlatformDetails(strings.ToLower(env))\n\n\tif err := templates.ExecuteTemplate(w, \"home\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"products\": ps,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"banner_color\": os.Getenv(\"BANNER_COLOR\"), // illustrates canary deployments\n\t\t\"ad\": fe.chooseAd(r.Context(), []string{}, log),\n\t})); err != nil {\n\t\tlog.Error(err)\n\t}\n}\n\nfunc (plat *platformDetails) setPlatformDetails(env string) {\n\tif env == \"aws\" {\n\t\tplat.provider = \"AWS\"\n\t\tplat.css = \"aws-platform\"\n\t} else if env == \"onprem\" {\n\t\tplat.provider = \"On-Premises\"\n\t\tplat.css = \"onprem-platform\"\n\t} else if env == \"azure\" {\n\t\tplat.provider = \"Azure\"\n\t\tplat.css = \"azure-platform\"\n\t} else if env == \"gcp\" {\n\t\tplat.provider = \"Google Cloud\"\n\t\tplat.css = \"gcp-platform\"\n\t} else if env == \"alibaba\" {\n\t\tplat.provider = \"Alibaba Cloud\"\n\t\tplat.css = \"alibaba-platform\"\n\t} else {\n\t\tplat.provider = \"local\"\n\t\tplat.css = \"local\"\n\t}\n}\n\nfunc (fe *frontendServer) productHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tid := mux.Vars(r)[\"id\"]\n\tif id == \"\" {\n\t\trenderHTTPError(log, r, w, errors.New(\"product id not specified\"), http.StatusBadRequest)\n\t\treturn\n\t}\n\tlog.WithField(\"id\", id).WithField(\"currency\", currentCurrency(r)).\n\t\tDebug(\"serving product page\")\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to convert currency\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), []string{id})\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tproduct := struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}{p, price}\n\n\t// Fetch packaging info (weight/dimensions) of the product\n\t// The packaging service is an optional microservice you can run as part of a Google Cloud demo.\n\tvar packagingInfo *PackagingInfo = nil\n\tif isPackagingServiceConfigured() {\n\t\tpackagingInfo, err = httpGetPackagingInfo(id)\n\t\tif err != nil {\n\t\t\tfmt.Println(\"Failed to obtain product's packaging info:\", err)\n\t\t}\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"product\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"ad\": fe.chooseAd(r.Context(), p.Categories, log),\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"product\": product,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"packagingInfo\": packagingInfo,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) addToCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tquantity, _ := strconv.ParseUint(r.FormValue(\"quantity\"), 10, 32)\n\tproductID := r.FormValue(\"product_id\")\n\tpayload := validator.AddToCartPayload{\n\t\tQuantity: quantity,\n\t\tProductID: productID,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"product\", payload.ProductID).WithField(\"quantity\", payload.Quantity).Debug(\"adding to cart\")\n\n\tp, err := fe.getProduct(r.Context(), payload.ProductID)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tuserID := sessionID(r)\n\tproductID = p.GetId()\n\tuserID, productID = productID, userID\n\tif err := fe.insertCart(r.Context(), userID, productID, int32(payload.Quantity)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to add to cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/cart\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) emptyCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"emptying cart\")\n\n\tif err := fe.emptyCart(r.Context(), sessionID(r)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to empty cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) viewCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"view user cart\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), cartIDs(cart))\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tshippingCost, err := fe.getShippingQuote(r.Context(), cart, currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to get shipping quote\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype cartItemView struct {\n\t\tItem *pb.Product\n\t\tQuantity int32\n\t\tPrice *pb.Money\n\t}\n\titems := make([]cartItemView, len(cart))\n\ttotalPrice := pb.Money{CurrencyCode: currentCurrency(r)}\n\tfor i, item := range cart {\n\t\tp, err := fe.getProduct(r.Context(), item.GetProductId())\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not retrieve product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not convert currency for product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\n\t\tmultPrice := money.MultiplySlow(*price, uint32(item.GetQuantity()))\n\t\titems[i] = cartItemView{\n\t\t\tItem: p,\n\t\t\tQuantity: item.GetQuantity(),\n\t\t\tPrice: &multPrice}\n\t\ttotalPrice = money.Must(money.Sum(totalPrice, multPrice))\n\t}\n\ttotalPrice = money.Must(money.Sum(totalPrice, *shippingCost))\n\tyear := time.Now().Year()\n\n\tif err := templates.ExecuteTemplate(w, \"cart\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"currencies\": currencies,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"shipping_cost\": shippingCost,\n\t\t\"show_currency\": true,\n\t\t\"total_cost\": totalPrice,\n\t\t\"items\": items,\n\t\t\"expiration_years\": []int{year, year + 1, year + 2, year + 3, year + 4},\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) placeOrderHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"placing order\")\n\n\tvar (\n\t\temail = r.FormValue(\"email\")\n\t\tstreetAddress = r.FormValue(\"street_address\")\n\t\tzipCode, _ = strconv.ParseInt(r.FormValue(\"zip_code\"), 10, 32)\n\t\tcity = r.FormValue(\"city\")\n\t\tstate = r.FormValue(\"state\")\n\t\tcountry = r.FormValue(\"country\")\n\t\tccNumber = r.FormValue(\"credit_card_number\")\n\t\tccMonth, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_month\"), 10, 32)\n\t\tccYear, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_year\"), 10, 32)\n\t\tccCVV, _ = strconv.ParseInt(r.FormValue(\"credit_card_cvv\"), 10, 32)\n\t)\n\n\tpayload := validator.PlaceOrderPayload{\n\t\tEmail: email,\n\t\tStreetAddress: streetAddress,\n\t\tZipCode: zipCode,\n\t\tCity: city,\n\t\tState: state,\n\t\tCountry: country,\n\t\tCcNumber: ccNumber,\n\t\tCcMonth: ccMonth,\n\t\tCcYear: ccYear,\n\t\tCcCVV: ccCVV,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\n\torder, err := pb.NewCheckoutServiceClient(fe.checkoutSvcConn).\n\t\tPlaceOrder(r.Context(), &pb.PlaceOrderRequest{\n\t\t\tEmail: payload.Email,\n\t\t\tCreditCard: &pb.CreditCardInfo{\n\t\t\t\tCreditCardNumber: payload.CcNumber,\n\t\t\t\tCreditCardExpirationMonth: int32(payload.CcMonth),\n\t\t\t\tCreditCardExpirationYear: int32(payload.CcYear),\n\t\t\t\tCreditCardCvv: int32(payload.CcCVV)},\n\t\t\tUserId: sessionID(r),\n\t\t\tUserCurrency: currentCurrency(r),\n\t\t\tAddress: &pb.Address{\n\t\t\t\tStreetAddress: payload.StreetAddress,\n\t\t\t\tCity: payload.City,\n\t\t\t\tState: payload.State,\n\t\t\t\tZipCode: int32(payload.ZipCode),\n\t\t\t\tCountry: payload.Country},\n\t\t})\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to complete the order\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tlog.WithField(\"order\", order.GetOrder().GetOrderId()).Info(\"order placed\")\n\n\torder.GetOrder().GetItems()\n\trecommendations, _ := fe.getRecommendations(r.Context(), sessionID(r), nil)\n\n\ttotalPaid := *order.GetOrder().GetShippingCost()\n\tfor _, v := range order.GetOrder().GetItems() {\n\t\tmultPrice := money.MultiplySlow(*v.GetCost(), uint32(v.GetItem().GetQuantity()))\n\t\ttotalPaid = money.Must(money.Sum(totalPaid, multPrice))\n\t}\n\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"order\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t\t\"order\": order.GetOrder(),\n\t\t\"total_paid\": &totalPaid,\n\t\t\"recommendations\": recommendations,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) assistantHandler(w http.ResponseWriter, r *http.Request) {\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"assistant\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) logoutHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"logging out\")\n\tfor _, c := range r.Cookies() {\n\t\tc.Expires = time.Now().Add(-time.Hour * 24 * 365)\n\t\tc.MaxAge = -1\n\t\thttp.SetCookie(w, c)\n\t}\n\tw.Header().Set(\"Location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) getProductByID(w http.ResponseWriter, r *http.Request) {\n\tid := mux.Vars(r)[\"ids\"]\n\tif id == \"\" {\n\t\treturn\n\t}\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\treturn\n\t}\n\n\tjsonData, err := json.Marshal(p)\n\tif err != nil {\n\t\tfmt.Println(err)\n\t\treturn\n\t}\n\n\tw.Write(jsonData)\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) chatBotHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\ttype Response struct {\n\t\tMessage string `json:\"message\"`\n\t}\n\n\ttype LLMResponse struct {\n\t\tContent string `json:\"content\"`\n\t\tDetails map[string]any `json:\"details\"`\n\t}\n\n\tvar response LLMResponse\n\n\turl := \"http://\" + fe.shoppingAssistantSvcAddr\n\treq, err := http.NewRequest(http.MethodPost, url, r.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to create request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\treq.Header.Set(\"Content-Type\", \"application/json\")\n\treq.Header.Set(\"Accept\", \"application/json\")\n\tres, err := http.DefaultClient.Do(req)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to send request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tbody, err := io.ReadAll(res.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to read response\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tfmt.Printf(\"%+v\\n\", body)\n\tfmt.Printf(\"%+v\\n\", res)\n\n\terr = json.Unmarshal(body, &response)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to unmarshal body\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// respond with the same message\n\tjson.NewEncoder(w).Encode(Response{Message: response.Content})\n\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) setCurrencyHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tcur := r.FormValue(\"currency_code\")\n\tpayload := validator.SetCurrencyPayload{Currency: cur}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"curr.new\", payload.Currency).WithField(\"curr.old\", currentCurrency(r)).\n\t\tDebug(\"setting currency\")\n\n\tif payload.Currency != \"\" {\n\t\thttp.SetCookie(w, &http.Cookie{\n\t\t\tName: cookieCurrency,\n\t\t\tValue: payload.Currency,\n\t\t\tMaxAge: cookieMaxAge,\n\t\t})\n\t}\n\treferer := r.Header.Get(\"referer\")\n\tif referer == \"\" {\n\t\treferer = baseUrl + \"/\"\n\t}\n\tw.Header().Set(\"Location\", referer)\n\tw.WriteHeader(http.StatusFound)\n}\n\n// chooseAd queries for advertisements available and randomly chooses one, if\n// available. It ignores the error retrieving the ad since it is not critical.\nfunc (fe *frontendServer) chooseAd(ctx context.Context, ctxKeys []string, log logrus.FieldLogger) *pb.Ad {\n\tads, err := fe.getAd(ctx, ctxKeys)\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to retrieve ads\")\n\t\treturn nil\n\t}\n\treturn ads[rand.Intn(len(ads))]\n}\n\nfunc renderHTTPError(log logrus.FieldLogger, r *http.Request, w http.ResponseWriter, err error, code int) {\n\tlog.WithField(\"error\", err).Error(\"request error\")\n\terrMsg := fmt.Sprintf(\"%+v\", err)\n\n\tw.WriteHeader(code)\n\n\tif templateErr := templates.ExecuteTemplate(w, \"error\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"error\": errMsg,\n\t\t\"status_code\": code,\n\t\t\"status\": http.StatusText(code),\n\t})); templateErr != nil {\n\t\tlog.Println(templateErr)\n\t}\n}\n\nfunc injectCommonTemplateData(r *http.Request, payload map[string]interface{}) map[string]interface{} {\n\tdata := map[string]interface{}{\n\t\t\"session_id\": sessionID(r),\n\t\t\"request_id\": r.Context().Value(ctxKeyRequestID{}),\n\t\t\"user_currency\": currentCurrency(r),\n\t\t\"platform_css\": plat.css,\n\t\t\"platform_name\": plat.provider,\n\t\t\"is_cymbal_brand\": isCymbalBrand,\n\t\t\"assistant_enabled\": assistantEnabled,\n\t\t\"deploymentDetails\": deploymentDetailsMap,\n\t\t\"frontendMessage\": frontendMessage,\n\t\t\"currentYear\": time.Now().Year(),\n\t\t\"baseUrl\": baseUrl,\n\t}\n\n\tfor k, v := range payload {\n\t\tdata[k] = v\n\t}\n\n\treturn data\n}\n\nfunc currentCurrency(r *http.Request) string {\n\tc, _ := r.Cookie(cookieCurrency)\n\tif c != nil {\n\t\treturn c.Value\n\t}\n\treturn defaultCurrency\n}\n\nfunc sessionID(r *http.Request) string {\n\tv := r.Context().Value(ctxKeySessionID{})\n\tif v != nil {\n\t\treturn v.(string)\n\t}\n\treturn \"\"\n}\n\nfunc cartIDs(c []*pb.CartItem) []string {\n\tout := make([]string, len(c))\n\tfor i, v := range c {\n\t\tout[i] = v.GetProductId()\n\t}\n\treturn out\n}\n\n// get total # of items in cart\nfunc cartSize(c []*pb.CartItem) int {\n\tcartSize := 0\n\tfor _, item := range c {\n\t\tcartSize += int(item.GetQuantity())\n\t}\n\treturn cartSize\n}\n\nfunc renderMoney(money pb.Money) string {\n\tcurrencyLogo := renderCurrencyLogo(money.GetCurrencyCode())\n\treturn fmt.Sprintf(\"%s%d.%02d\", currencyLogo, money.GetUnits(), money.GetNanos()/10000000)\n}\n\nfunc renderCurrencyLogo(currencyCode string) string {\n\tlogos := map[string]string{\n\t\t\"USD\": \"$\",\n\t\t\"CAD\": \"$\",\n\t\t\"JPY\": \"¥\",\n\t\t\"EUR\": \"€\",\n\t\t\"TRY\": \"₺\",\n\t\t\"GBP\": \"£\",\n\t}\n\n\tlogo := \"$\" //default\n\tif val, ok := logos[currencyCode]; ok {\n\t\tlogo = val\n\t}\n\treturn logo\n}\n\nfunc stringinSlice(slice []string, val string) bool {\n\tfor _, item := range slice {\n\t\tif item == val {\n\t\t\treturn true\n\t\t}\n\t}\n\treturn false\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/33/path2.json b/golden-trajectory/boutique/codedefect/33/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..3fbdf5823d064468f91e07095c46cef93f7b62ac --- /dev/null +++ b/golden-trajectory/boutique/codedefect/33/path2.json @@ -0,0 +1,70 @@ +{ + "statistics": { + "valid_tool_call_count": 10, + "total_trace_steps": 10, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "GetErrorLogs", + "GetServiceDependencies", + "GetResources", + "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-rpl8z 2/2 Running 0 5m37s\ncartservice-7c5f46fc47-6hnvw 2/2 Running 0 5m35s\ncheckoutservice-5b97d6df88-s87lw 2/2 Running 0 5m37s\ncurrencyservice-5bc9dbdf66-k5zdc 2/2 Running 0 5m36s\nemailservice-c86b9b8f6-k2s4s 2/2 Running 0 5m37s\nfrontend-697587b5d-qfrj4 2/2 Running 0 2m26s\npaymentservice-64b6c744b5-6lbwv 2/2 Running 0 5m36s\nproductcatalogservice-5677b598bd-4z8qv 2/2 Running 0 5m37s\nrecommendationservice-786899779d-szlvf 2/2 Running 0 5m35s\nredis-cart-64b9db6f79-sk2w9 2/2 Running 0 5m35s\nshippingservice-799cbfbc76-66chc 2/2 Running 0 5m36s" + }, + { + "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 10.68.124.165 9555/TCP 5m40s\ncartservice ClusterIP 10.68.143.84 7070/TCP 5m38s\ncheckoutservice ClusterIP 10.68.197.187 5050/TCP 5m40s\ncurrencyservice ClusterIP 10.68.221.134 7000/TCP 5m40s\nemailservice ClusterIP 10.68.70.123 5000/TCP 5m40s\nfrontend ClusterIP 10.68.192.73 80/TCP 5m39s\nfrontend-external NodePort 10.68.21.103 80:30080/TCP 5m39s\npaymentservice ClusterIP 10.68.43.11 50051/TCP 5m39s\nproductcatalogservice ClusterIP 10.68.18.13 3550/TCP 5m40s\nrecommendationservice ClusterIP 10.68.95.202 8080/TCP 5m38s\nredis-cart ClusterIP 10.68.175.239 6379/TCP 5m39s\nshippingservice ClusterIP 10.68.51.154 50051/TCP 5m39s" + }, + { + "tool_name": "GetAlerts", + "calling": "tool_name='GetAlerts' arguments={}", + "output": "{'status': 'has_anomalies', 'alert_count': 2, 'alerts': [{'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 16, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}, {'request_method': 'GET', 'business_action': 'View cart', 'entry_service': 'frontend', 'url': '/cart', 'occurrences': 10, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}]}" + }, + { + "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": "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 172.20.2.131:9555 5m59s\ncartservice 172.20.1.44:7070 5m57s\ncheckoutservice 172.20.2.132:5050 5m59s\ncurrencyservice 172.20.2.133:7000 5m59s\nemailservice 172.20.1.41:8080 5m59s\nfrontend 172.20.1.45:8080 5m58s\nfrontend-external 172.20.1.45:8080 5m58s\npaymentservice 172.20.1.43:50051 5m58s\nproductcatalogservice 172.20.1.40:3550 5m59s\nrecommendationservice 172.20.2.136:8080 5m57s\nredis-cart 172.20.2.135:6379 5m58s\nshippingservice 172.20.2.134:50051 5m58s" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}", + "output": "{\n \"total_log_count\": 2683,\n \"total_errors\": 717,\n \"total_error_ratio\": 0.2672,\n \"patterns\": [\n {\n \"count\": 717,\n \"ratio\": 0.2672,\n \"sample\": \"2026-05-19T15:10:52.343633529+08:00 AddItemAsync called with userId=6E92ZMYYFZ, productId=27656431-8c1f-4f23-833b-5eb069148954, quantity=2\"\n }\n ]\n}" + }, + { + "tool_name": "GetAppYAML", + "calling": "tool_name='GetAppYAML' arguments={app_name: 'frontend'}", + "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: frontend\n namespace: boutique\n labels:\n app: frontend\nspec:\n selector:\n matchLabels:\n app: frontend\n template:\n metadata:\n labels:\n app: frontend\n annotations:\n sidecar.istio.io/rewriteAppHTTPProbers: \"true\"\n spec:\n serviceAccountName: frontend\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/frontend-v2:latest\n ports:\n - containerPort: 8080\n env:\n - name: PORT\n value: \"8080\"\n - name: PRODUCT_CATALOG_SERVICE_ADDR\n value: \"productcatalogservice:3550\"\n - name: CURRENCY_SERVICE_ADDR\n value: \"currencyservice:7000\"\n - name: CART_SERVICE_ADDR\n value: \"cartservice:7070\"\n - name: RECOMMENDATION_SERVICE_ADDR\n value: \"recommendationservice:8080\"\n - name: SHIPPING_SERVICE_ADDR\n value: \"shippingservice:50051\"\n - name: CHECKOUT_SERVICE_ADDR\n value: \"checkoutservice:5050\"\n - name: AD_SERVICE_ADDR\n value: \"adservice:9555\"\n - name: SHOPPING_ASSISTANT_SERVICE_ADDR\n value: \"shoppingassistantservice:80\"\n - name: ENABLE_PROFILER\n value: \"0\"\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: frontend\n namespace: boutique\n labels:\n app: frontend\nspec:\n type: ClusterIP\n selector:\n app: frontend\n ports:\n - name: http\n port: 80\n targetPort: 8080\n\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n name: frontend\n namespace: boutique\n\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: frontend-external\n namespace: boutique\n labels:\n app: frontend\nspec:\n type: NodePort\n selector:\n app: frontend\n ports:\n - name: http\n port: 80\n targetPort: 8080\n nodePort: 30080" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'frontend'}", + "output": "{\n \"service\": \"frontend\",\n \"root\": \"code/frontend\",\n \"files\": [\n {\n \"path\": \"deployment_details.go\",\n \"description\": \"frontend deployment metadata helpers exposed to templates and diagnostics.\"\n },\n {\n \"path\": \"handlers.go\",\n \"description\": \"HTTP request handlers for home, product, cart, checkout, currency, assistant, and ad selection flows.\"\n },\n {\n \"path\": \"main.go\",\n \"description\": \"frontend process entrypoint, environment configuration, backend gRPC connections, HTTP route registration, and observability setup.\"\n },\n {\n \"path\": \"middleware.go\",\n \"description\": \"frontend HTTP middleware for request logging and trace context handling.\"\n },\n {\n \"path\": \"money/money.go\",\n \"description\": \"money formatting and arithmetic helpers used by frontend page rendering.\"\n },\n {\n \"path\": \"packaging_info.go\",\n \"description\": \"optional packaging service integration helpers used by product pages.\"\n },\n {\n \"path\": \"rpc.go\",\n \"description\": \"frontend backend RPC client wrappers for product catalog, cart, recommendation, shipping, currency, checkout, and ads.\"\n },\n {\n \"path\": \"validator/validator.go\",\n \"description\": \"request payload structs and validation helpers for cart, checkout, and currency forms.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'frontend', file_path: 'handlers.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\"encoding/json\"\n\t\"fmt\"\n\t\"html/template\"\n\t\"io\"\n\t\"math/rand\"\n\t\"net\"\n\t\"net/http\"\n\t\"os\"\n\t\"strconv\"\n\t\"strings\"\n\t\"time\"\n\n\t\"github.com/gorilla/mux\"\n\t\"github.com/pkg/errors\"\n\t\"github.com/sirupsen/logrus\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/genproto\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/money\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/validator\"\n)\n\ntype platformDetails struct {\n\tcss string\n\tprovider string\n}\n\nvar (\n\tfrontendMessage = strings.TrimSpace(os.Getenv(\"FRONTEND_MESSAGE\"))\n\tisCymbalBrand = \"true\" == strings.ToLower(os.Getenv(\"CYMBAL_BRANDING\"))\n\tassistantEnabled = \"true\" == strings.ToLower(os.Getenv(\"ENABLE_ASSISTANT\"))\n\ttemplates = template.Must(template.New(\"\").\n\t\t\t\tFuncs(template.FuncMap{\n\t\t\t\"renderMoney\": renderMoney,\n\t\t\t\"renderCurrencyLogo\": renderCurrencyLogo,\n\t\t}).ParseGlob(\"templates/*.html\"))\n\tplat platformDetails\n)\n\nvar validEnvs = []string{\"local\", \"gcp\", \"azure\", \"aws\", \"onprem\", \"alibaba\"}\n\nfunc (fe *frontendServer) homeHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.WithField(\"currency\", currentCurrency(r)).Info(\"home\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tproducts, err := fe.getProducts(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve products\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype productView struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}\n\tps := make([]productView, len(products))\n\tfor i, p := range products {\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"failed to do currency conversion for product %s\", p.GetId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tps[i] = productView{p, price}\n\t}\n\n\t// Set ENV_PLATFORM (default to local if not set; use env var if set; otherwise detect GCP, which overrides env)_\n\tvar env = os.Getenv(\"ENV_PLATFORM\")\n\t// Only override from env variable if set + valid env\n\tif env == \"\" || stringinSlice(validEnvs, env) == false {\n\t\tfmt.Println(\"env platform is either empty or invalid\")\n\t\tenv = \"local\"\n\t}\n\t// Autodetect GCP\n\taddrs, err := net.LookupHost(\"metadata.google.internal.\")\n\tif err == nil && len(addrs) >= 0 {\n\t\tlog.Debugf(\"Detected Google metadata server: %v, setting ENV_PLATFORM to GCP.\", addrs)\n\t\tenv = \"gcp\"\n\t}\n\n\tlog.Debugf(\"ENV_PLATFORM is: %s\", env)\n\tplat = platformDetails{}\n\tplat.setPlatformDetails(strings.ToLower(env))\n\n\tif err := templates.ExecuteTemplate(w, \"home\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"products\": ps,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"banner_color\": os.Getenv(\"BANNER_COLOR\"), // illustrates canary deployments\n\t\t\"ad\": fe.chooseAd(r.Context(), []string{}, log),\n\t})); err != nil {\n\t\tlog.Error(err)\n\t}\n}\n\nfunc (plat *platformDetails) setPlatformDetails(env string) {\n\tif env == \"aws\" {\n\t\tplat.provider = \"AWS\"\n\t\tplat.css = \"aws-platform\"\n\t} else if env == \"onprem\" {\n\t\tplat.provider = \"On-Premises\"\n\t\tplat.css = \"onprem-platform\"\n\t} else if env == \"azure\" {\n\t\tplat.provider = \"Azure\"\n\t\tplat.css = \"azure-platform\"\n\t} else if env == \"gcp\" {\n\t\tplat.provider = \"Google Cloud\"\n\t\tplat.css = \"gcp-platform\"\n\t} else if env == \"alibaba\" {\n\t\tplat.provider = \"Alibaba Cloud\"\n\t\tplat.css = \"alibaba-platform\"\n\t} else {\n\t\tplat.provider = \"local\"\n\t\tplat.css = \"local\"\n\t}\n}\n\nfunc (fe *frontendServer) productHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tid := mux.Vars(r)[\"id\"]\n\tif id == \"\" {\n\t\trenderHTTPError(log, r, w, errors.New(\"product id not specified\"), http.StatusBadRequest)\n\t\treturn\n\t}\n\tlog.WithField(\"id\", id).WithField(\"currency\", currentCurrency(r)).\n\t\tDebug(\"serving product page\")\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to convert currency\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), []string{id})\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tproduct := struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}{p, price}\n\n\t// Fetch packaging info (weight/dimensions) of the product\n\t// The packaging service is an optional microservice you can run as part of a Google Cloud demo.\n\tvar packagingInfo *PackagingInfo = nil\n\tif isPackagingServiceConfigured() {\n\t\tpackagingInfo, err = httpGetPackagingInfo(id)\n\t\tif err != nil {\n\t\t\tfmt.Println(\"Failed to obtain product's packaging info:\", err)\n\t\t}\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"product\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"ad\": fe.chooseAd(r.Context(), p.Categories, log),\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"product\": product,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"packagingInfo\": packagingInfo,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) addToCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tquantity, _ := strconv.ParseUint(r.FormValue(\"quantity\"), 10, 32)\n\tproductID := r.FormValue(\"product_id\")\n\tpayload := validator.AddToCartPayload{\n\t\tQuantity: quantity,\n\t\tProductID: productID,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"product\", payload.ProductID).WithField(\"quantity\", payload.Quantity).Debug(\"adding to cart\")\n\n\tp, err := fe.getProduct(r.Context(), payload.ProductID)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tuserID := sessionID(r)\n\tproductID = p.GetId()\n\tuserID, productID = productID, userID\n\tif err := fe.insertCart(r.Context(), userID, productID, int32(payload.Quantity)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to add to cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/cart\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) emptyCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"emptying cart\")\n\n\tif err := fe.emptyCart(r.Context(), sessionID(r)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to empty cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) viewCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"view user cart\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), cartIDs(cart))\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tshippingCost, err := fe.getShippingQuote(r.Context(), cart, currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to get shipping quote\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype cartItemView struct {\n\t\tItem *pb.Product\n\t\tQuantity int32\n\t\tPrice *pb.Money\n\t}\n\titems := make([]cartItemView, len(cart))\n\ttotalPrice := pb.Money{CurrencyCode: currentCurrency(r)}\n\tfor i, item := range cart {\n\t\tp, err := fe.getProduct(r.Context(), item.GetProductId())\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not retrieve product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not convert currency for product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\n\t\tmultPrice := money.MultiplySlow(*price, uint32(item.GetQuantity()))\n\t\titems[i] = cartItemView{\n\t\t\tItem: p,\n\t\t\tQuantity: item.GetQuantity(),\n\t\t\tPrice: &multPrice}\n\t\ttotalPrice = money.Must(money.Sum(totalPrice, multPrice))\n\t}\n\ttotalPrice = money.Must(money.Sum(totalPrice, *shippingCost))\n\tyear := time.Now().Year()\n\n\tif err := templates.ExecuteTemplate(w, \"cart\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"currencies\": currencies,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"shipping_cost\": shippingCost,\n\t\t\"show_currency\": true,\n\t\t\"total_cost\": totalPrice,\n\t\t\"items\": items,\n\t\t\"expiration_years\": []int{year, year + 1, year + 2, year + 3, year + 4},\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) placeOrderHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"placing order\")\n\n\tvar (\n\t\temail = r.FormValue(\"email\")\n\t\tstreetAddress = r.FormValue(\"street_address\")\n\t\tzipCode, _ = strconv.ParseInt(r.FormValue(\"zip_code\"), 10, 32)\n\t\tcity = r.FormValue(\"city\")\n\t\tstate = r.FormValue(\"state\")\n\t\tcountry = r.FormValue(\"country\")\n\t\tccNumber = r.FormValue(\"credit_card_number\")\n\t\tccMonth, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_month\"), 10, 32)\n\t\tccYear, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_year\"), 10, 32)\n\t\tccCVV, _ = strconv.ParseInt(r.FormValue(\"credit_card_cvv\"), 10, 32)\n\t)\n\n\tpayload := validator.PlaceOrderPayload{\n\t\tEmail: email,\n\t\tStreetAddress: streetAddress,\n\t\tZipCode: zipCode,\n\t\tCity: city,\n\t\tState: state,\n\t\tCountry: country,\n\t\tCcNumber: ccNumber,\n\t\tCcMonth: ccMonth,\n\t\tCcYear: ccYear,\n\t\tCcCVV: ccCVV,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\n\torder, err := pb.NewCheckoutServiceClient(fe.checkoutSvcConn).\n\t\tPlaceOrder(r.Context(), &pb.PlaceOrderRequest{\n\t\t\tEmail: payload.Email,\n\t\t\tCreditCard: &pb.CreditCardInfo{\n\t\t\t\tCreditCardNumber: payload.CcNumber,\n\t\t\t\tCreditCardExpirationMonth: int32(payload.CcMonth),\n\t\t\t\tCreditCardExpirationYear: int32(payload.CcYear),\n\t\t\t\tCreditCardCvv: int32(payload.CcCVV)},\n\t\t\tUserId: sessionID(r),\n\t\t\tUserCurrency: currentCurrency(r),\n\t\t\tAddress: &pb.Address{\n\t\t\t\tStreetAddress: payload.StreetAddress,\n\t\t\t\tCity: payload.City,\n\t\t\t\tState: payload.State,\n\t\t\t\tZipCode: int32(payload.ZipCode),\n\t\t\t\tCountry: payload.Country},\n\t\t})\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to complete the order\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tlog.WithField(\"order\", order.GetOrder().GetOrderId()).Info(\"order placed\")\n\n\torder.GetOrder().GetItems()\n\trecommendations, _ := fe.getRecommendations(r.Context(), sessionID(r), nil)\n\n\ttotalPaid := *order.GetOrder().GetShippingCost()\n\tfor _, v := range order.GetOrder().GetItems() {\n\t\tmultPrice := money.MultiplySlow(*v.GetCost(), uint32(v.GetItem().GetQuantity()))\n\t\ttotalPaid = money.Must(money.Sum(totalPaid, multPrice))\n\t}\n\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"order\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t\t\"order\": order.GetOrder(),\n\t\t\"total_paid\": &totalPaid,\n\t\t\"recommendations\": recommendations,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) assistantHandler(w http.ResponseWriter, r *http.Request) {\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"assistant\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) logoutHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"logging out\")\n\tfor _, c := range r.Cookies() {\n\t\tc.Expires = time.Now().Add(-time.Hour * 24 * 365)\n\t\tc.MaxAge = -1\n\t\thttp.SetCookie(w, c)\n\t}\n\tw.Header().Set(\"Location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) getProductByID(w http.ResponseWriter, r *http.Request) {\n\tid := mux.Vars(r)[\"ids\"]\n\tif id == \"\" {\n\t\treturn\n\t}\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\treturn\n\t}\n\n\tjsonData, err := json.Marshal(p)\n\tif err != nil {\n\t\tfmt.Println(err)\n\t\treturn\n\t}\n\n\tw.Write(jsonData)\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) chatBotHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\ttype Response struct {\n\t\tMessage string `json:\"message\"`\n\t}\n\n\ttype LLMResponse struct {\n\t\tContent string `json:\"content\"`\n\t\tDetails map[string]any `json:\"details\"`\n\t}\n\n\tvar response LLMResponse\n\n\turl := \"http://\" + fe.shoppingAssistantSvcAddr\n\treq, err := http.NewRequest(http.MethodPost, url, r.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to create request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\treq.Header.Set(\"Content-Type\", \"application/json\")\n\treq.Header.Set(\"Accept\", \"application/json\")\n\tres, err := http.DefaultClient.Do(req)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to send request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tbody, err := io.ReadAll(res.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to read response\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tfmt.Printf(\"%+v\\n\", body)\n\tfmt.Printf(\"%+v\\n\", res)\n\n\terr = json.Unmarshal(body, &response)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to unmarshal body\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// respond with the same message\n\tjson.NewEncoder(w).Encode(Response{Message: response.Content})\n\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) setCurrencyHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tcur := r.FormValue(\"currency_code\")\n\tpayload := validator.SetCurrencyPayload{Currency: cur}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"curr.new\", payload.Currency).WithField(\"curr.old\", currentCurrency(r)).\n\t\tDebug(\"setting currency\")\n\n\tif payload.Currency != \"\" {\n\t\thttp.SetCookie(w, &http.Cookie{\n\t\t\tName: cookieCurrency,\n\t\t\tValue: payload.Currency,\n\t\t\tMaxAge: cookieMaxAge,\n\t\t})\n\t}\n\treferer := r.Header.Get(\"referer\")\n\tif referer == \"\" {\n\t\treferer = baseUrl + \"/\"\n\t}\n\tw.Header().Set(\"Location\", referer)\n\tw.WriteHeader(http.StatusFound)\n}\n\n// chooseAd queries for advertisements available and randomly chooses one, if\n// available. It ignores the error retrieving the ad since it is not critical.\nfunc (fe *frontendServer) chooseAd(ctx context.Context, ctxKeys []string, log logrus.FieldLogger) *pb.Ad {\n\tads, err := fe.getAd(ctx, ctxKeys)\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to retrieve ads\")\n\t\treturn nil\n\t}\n\treturn ads[rand.Intn(len(ads))]\n}\n\nfunc renderHTTPError(log logrus.FieldLogger, r *http.Request, w http.ResponseWriter, err error, code int) {\n\tlog.WithField(\"error\", err).Error(\"request error\")\n\terrMsg := fmt.Sprintf(\"%+v\", err)\n\n\tw.WriteHeader(code)\n\n\tif templateErr := templates.ExecuteTemplate(w, \"error\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"error\": errMsg,\n\t\t\"status_code\": code,\n\t\t\"status\": http.StatusText(code),\n\t})); templateErr != nil {\n\t\tlog.Println(templateErr)\n\t}\n}\n\nfunc injectCommonTemplateData(r *http.Request, payload map[string]interface{}) map[string]interface{} {\n\tdata := map[string]interface{}{\n\t\t\"session_id\": sessionID(r),\n\t\t\"request_id\": r.Context().Value(ctxKeyRequestID{}),\n\t\t\"user_currency\": currentCurrency(r),\n\t\t\"platform_css\": plat.css,\n\t\t\"platform_name\": plat.provider,\n\t\t\"is_cymbal_brand\": isCymbalBrand,\n\t\t\"assistant_enabled\": assistantEnabled,\n\t\t\"deploymentDetails\": deploymentDetailsMap,\n\t\t\"frontendMessage\": frontendMessage,\n\t\t\"currentYear\": time.Now().Year(),\n\t\t\"baseUrl\": baseUrl,\n\t}\n\n\tfor k, v := range payload {\n\t\tdata[k] = v\n\t}\n\n\treturn data\n}\n\nfunc currentCurrency(r *http.Request) string {\n\tc, _ := r.Cookie(cookieCurrency)\n\tif c != nil {\n\t\treturn c.Value\n\t}\n\treturn defaultCurrency\n}\n\nfunc sessionID(r *http.Request) string {\n\tv := r.Context().Value(ctxKeySessionID{})\n\tif v != nil {\n\t\treturn v.(string)\n\t}\n\treturn \"\"\n}\n\nfunc cartIDs(c []*pb.CartItem) []string {\n\tout := make([]string, len(c))\n\tfor i, v := range c {\n\t\tout[i] = v.GetProductId()\n\t}\n\treturn out\n}\n\n// get total # of items in cart\nfunc cartSize(c []*pb.CartItem) int {\n\tcartSize := 0\n\tfor _, item := range c {\n\t\tcartSize += int(item.GetQuantity())\n\t}\n\treturn cartSize\n}\n\nfunc renderMoney(money pb.Money) string {\n\tcurrencyLogo := renderCurrencyLogo(money.GetCurrencyCode())\n\treturn fmt.Sprintf(\"%s%d.%02d\", currencyLogo, money.GetUnits(), money.GetNanos()/10000000)\n}\n\nfunc renderCurrencyLogo(currencyCode string) string {\n\tlogos := map[string]string{\n\t\t\"USD\": \"$\",\n\t\t\"CAD\": \"$\",\n\t\t\"JPY\": \"¥\",\n\t\t\"EUR\": \"€\",\n\t\t\"TRY\": \"₺\",\n\t\t\"GBP\": \"£\",\n\t}\n\n\tlogo := \"$\" //default\n\tif val, ok := logos[currencyCode]; ok {\n\t\tlogo = val\n\t}\n\treturn logo\n}\n\nfunc stringinSlice(slice []string, val string) bool {\n\tfor _, item := range slice {\n\t\tif item == val {\n\t\t\treturn true\n\t\t}\n\t}\n\treturn false\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/34/path1.json b/golden-trajectory/boutique/codedefect/34/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..ff44990f5e2436a7cfdce6b3d19a3fe4768656f4 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/34/path1.json @@ -0,0 +1,40 @@ +{ + "statistics": { + "valid_tool_call_count": 5, + "total_trace_steps": 5, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "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-ls9r5 2/2 Running 0 5m37s\ncartservice-7c5f46fc47-6dt28 2/2 Running 0 5m37s\ncheckoutservice-5b97d6df88-mlv2p 2/2 Running 0 5m36s\ncurrencyservice-5bc9dbdf66-npqjw 2/2 Running 0 5m36s\nemailservice-c86b9b8f6-8tzvs 2/2 Running 0 5m36s\nfrontend-7bd85c875b-9k7dz 2/2 Running 0 2m26s\npaymentservice-64b6c744b5-5l5xp 2/2 Running 0 5m36s\nproductcatalogservice-5677b598bd-mf2wb 2/2 Running 0 5m35s\nrecommendationservice-786899779d-vwv7c 2/2 Running 0 5m35s\nredis-cart-64b9db6f79-7qgmq 2/2 Running 0 5m35s\nshippingservice-799cbfbc76-4rtxv 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 10.68.195.179 9555/TCP 5m40s\ncartservice ClusterIP 10.68.171.199 7070/TCP 5m40s\ncheckoutservice ClusterIP 10.68.163.57 5050/TCP 5m39s\ncurrencyservice ClusterIP 10.68.254.59 7000/TCP 5m39s\nemailservice ClusterIP 10.68.221.255 5000/TCP 5m39s\nfrontend ClusterIP 10.68.198.122 80/TCP 5m39s\nfrontend-external NodePort 10.68.202.250 80:30080/TCP 5m39s\npaymentservice ClusterIP 10.68.215.194 50051/TCP 5m39s\nproductcatalogservice ClusterIP 10.68.83.96 3550/TCP 5m38s\nrecommendationservice ClusterIP 10.68.126.11 8080/TCP 5m38s\nredis-cart ClusterIP 10.68.30.161 6379/TCP 5m38s\nshippingservice ClusterIP 10.68.212.202 50051/TCP 5m38s" + }, + { + "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 17:50:41 ~ 2026-05-18 17:53:16', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=1.170s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.01 cores -> Current=0.13 cores (+1323.1%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=20.39ms -> Current=2172.22ms (+10552.3%) | Peak=2658.90ms | p90latency: Normal=95.45ms -> Current=4313.29ms (+4418.9%) | Peak=4531.78ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-18 17:50:41 ~ 2026-05-18 17:53:16', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=4.43% -> Current=6.61% (+49.3%)']}, {'request_method': 'GET', 'business_action': 'Browse home page', 'entry_service': 'frontend', 'url': '/', 'occurrences': 22, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 12, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}]}" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'frontend'}", + "output": "{\n \"service\": \"frontend\",\n \"root\": \"code/frontend\",\n \"files\": [\n {\n \"path\": \"deployment_details.go\",\n \"description\": \"frontend deployment metadata helpers exposed to templates and diagnostics.\"\n },\n {\n \"path\": \"handlers.go\",\n \"description\": \"HTTP request handlers for home, product, cart, checkout, currency, assistant, and ad selection flows.\"\n },\n {\n \"path\": \"main.go\",\n \"description\": \"frontend process entrypoint, environment configuration, backend gRPC connections, HTTP route registration, and observability setup.\"\n },\n {\n \"path\": \"middleware.go\",\n \"description\": \"frontend HTTP middleware for request logging and trace context handling.\"\n },\n {\n \"path\": \"money/money.go\",\n \"description\": \"money formatting and arithmetic helpers used by frontend page rendering.\"\n },\n {\n \"path\": \"packaging_info.go\",\n \"description\": \"optional packaging service integration helpers used by product pages.\"\n },\n {\n \"path\": \"rpc.go\",\n \"description\": \"frontend backend RPC client wrappers for product catalog, cart, recommendation, shipping, currency, checkout, and ads.\"\n },\n {\n \"path\": \"validator/validator.go\",\n \"description\": \"request payload structs and validation helpers for cart, checkout, and currency forms.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'frontend', file_path: 'handlers.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\"encoding/json\"\n\t\"fmt\"\n\t\"html/template\"\n\t\"io\"\n\t\"math/rand\"\n\t\"net\"\n\t\"net/http\"\n\t\"os\"\n\t\"strconv\"\n\t\"strings\"\n\t\"time\"\n\n\t\"github.com/gorilla/mux\"\n\t\"github.com/pkg/errors\"\n\t\"github.com/sirupsen/logrus\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/genproto\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/money\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/validator\"\n)\n\ntype platformDetails struct {\n\tcss string\n\tprovider string\n}\n\nvar (\n\tfrontendMessage = strings.TrimSpace(os.Getenv(\"FRONTEND_MESSAGE\"))\n\tisCymbalBrand = \"true\" == strings.ToLower(os.Getenv(\"CYMBAL_BRANDING\"))\n\tassistantEnabled = \"true\" == strings.ToLower(os.Getenv(\"ENABLE_ASSISTANT\"))\n\ttemplates = template.Must(template.New(\"\").\n\t\t\t\tFuncs(template.FuncMap{\n\t\t\t\"renderMoney\": renderMoney,\n\t\t\t\"renderCurrencyLogo\": renderCurrencyLogo,\n\t\t}).ParseGlob(\"templates/*.html\"))\n\tplat platformDetails\n)\n\nvar validEnvs = []string{\"local\", \"gcp\", \"azure\", \"aws\", \"onprem\", \"alibaba\"}\n\nfunc (fe *frontendServer) homeHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.WithField(\"currency\", currentCurrency(r)).Info(\"home\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tproducts, err := fe.getProducts(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve products\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype productView struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}\n\tps := make([]productView, len(products))\n\tfor i, p := range products {\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"failed to do currency conversion for product %s\", p.GetId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tps[i] = productView{p, price}\n\t}\n\n\t// Set ENV_PLATFORM (default to local if not set; use env var if set; otherwise detect GCP, which overrides env)_\n\tvar env = os.Getenv(\"ENV_PLATFORM\")\n\t// Only override from env variable if set + valid env\n\tif env == \"\" || stringinSlice(validEnvs, env) == false {\n\t\tfmt.Println(\"env platform is either empty or invalid\")\n\t\tenv = \"local\"\n\t}\n\t// Autodetect GCP\n\taddrs, err := net.LookupHost(\"metadata.google.internal.\")\n\tif err == nil && len(addrs) >= 0 {\n\t\tlog.Debugf(\"Detected Google metadata server: %v, setting ENV_PLATFORM to GCP.\", addrs)\n\t\tenv = \"gcp\"\n\t}\n\n\tlog.Debugf(\"ENV_PLATFORM is: %s\", env)\n\tplat = platformDetails{}\n\tplat.setPlatformDetails(strings.ToLower(env))\n\n\tif err := templates.ExecuteTemplate(w, \"home\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"products\": ps,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"banner_color\": os.Getenv(\"BANNER_COLOR\"), // illustrates canary deployments\n\t\t\"ad\": fe.chooseAd(r.Context(), []string{}, log),\n\t})); err != nil {\n\t\tlog.Error(err)\n\t}\n}\n\nfunc (plat *platformDetails) setPlatformDetails(env string) {\n\tif env == \"aws\" {\n\t\tplat.provider = \"AWS\"\n\t\tplat.css = \"aws-platform\"\n\t} else if env == \"onprem\" {\n\t\tplat.provider = \"On-Premises\"\n\t\tplat.css = \"onprem-platform\"\n\t} else if env == \"azure\" {\n\t\tplat.provider = \"Azure\"\n\t\tplat.css = \"azure-platform\"\n\t} else if env == \"gcp\" {\n\t\tplat.provider = \"Google Cloud\"\n\t\tplat.css = \"gcp-platform\"\n\t} else if env == \"alibaba\" {\n\t\tplat.provider = \"Alibaba Cloud\"\n\t\tplat.css = \"alibaba-platform\"\n\t} else {\n\t\tplat.provider = \"local\"\n\t\tplat.css = \"local\"\n\t}\n}\n\nfunc (fe *frontendServer) productHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tid := mux.Vars(r)[\"id\"]\n\tif id == \"\" {\n\t\trenderHTTPError(log, r, w, errors.New(\"product id not specified\"), http.StatusBadRequest)\n\t\treturn\n\t}\n\tlog.WithField(\"id\", id).WithField(\"currency\", currentCurrency(r)).\n\t\tDebug(\"serving product page\")\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to convert currency\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), []string{id})\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tproduct := struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}{p, price}\n\n\t// Fetch packaging info (weight/dimensions) of the product\n\t// The packaging service is an optional microservice you can run as part of a Google Cloud demo.\n\tvar packagingInfo *PackagingInfo = nil\n\tif isPackagingServiceConfigured() {\n\t\tpackagingInfo, err = httpGetPackagingInfo(id)\n\t\tif err != nil {\n\t\t\tfmt.Println(\"Failed to obtain product's packaging info:\", err)\n\t\t}\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"product\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"ad\": fe.chooseAd(r.Context(), p.Categories, log),\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"product\": product,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"packagingInfo\": packagingInfo,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) addToCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tquantity, _ := strconv.ParseUint(r.FormValue(\"quantity\"), 10, 32)\n\tproductID := r.FormValue(\"product_id\")\n\tpayload := validator.AddToCartPayload{\n\t\tQuantity: quantity,\n\t\tProductID: productID,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"product\", payload.ProductID).WithField(\"quantity\", payload.Quantity).Debug(\"adding to cart\")\n\n\tp, err := fe.getProduct(r.Context(), payload.ProductID)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := fe.insertCart(r.Context(), sessionID(r), p.GetId(), int32(payload.Quantity)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to add to cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/cart\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) emptyCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"emptying cart\")\n\n\tif err := fe.emptyCart(r.Context(), sessionID(r)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to empty cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) viewCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"view user cart\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), cartIDs(cart))\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tshippingCost, err := fe.getShippingQuote(r.Context(), cart, currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to get shipping quote\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype cartItemView struct {\n\t\tItem *pb.Product\n\t\tQuantity int32\n\t\tPrice *pb.Money\n\t}\n\titems := make([]cartItemView, len(cart))\n\ttotalPrice := pb.Money{CurrencyCode: currentCurrency(r)}\n\tfor i, item := range cart {\n\t\tp, err := fe.getProduct(r.Context(), item.GetProductId())\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not retrieve product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not convert currency for product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\n\t\tmultPrice := money.MultiplySlow(*price, uint32(item.GetQuantity()))\n\t\titems[i] = cartItemView{\n\t\t\tItem: p,\n\t\t\tQuantity: item.GetQuantity(),\n\t\t\tPrice: &multPrice}\n\t\ttotalPrice = money.Must(money.Sum(totalPrice, multPrice))\n\t}\n\ttotalPrice = money.Must(money.Sum(totalPrice, *shippingCost))\n\tyear := time.Now().Year()\n\n\tif err := templates.ExecuteTemplate(w, \"cart\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"currencies\": currencies,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"shipping_cost\": shippingCost,\n\t\t\"show_currency\": true,\n\t\t\"total_cost\": totalPrice,\n\t\t\"items\": items,\n\t\t\"expiration_years\": []int{year, year + 1, year + 2, year + 3, year + 4},\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) placeOrderHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"placing order\")\n\n\tvar (\n\t\temail = r.FormValue(\"email\")\n\t\tstreetAddress = r.FormValue(\"street_address\")\n\t\tzipCode, _ = strconv.ParseInt(r.FormValue(\"zip_code\"), 10, 32)\n\t\tcity = r.FormValue(\"city\")\n\t\tstate = r.FormValue(\"state\")\n\t\tcountry = r.FormValue(\"country\")\n\t\tccNumber = r.FormValue(\"credit_card_number\")\n\t\tccMonth, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_month\"), 10, 32)\n\t\tccYear, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_year\"), 10, 32)\n\t\tccCVV, _ = strconv.ParseInt(r.FormValue(\"credit_card_cvv\"), 10, 32)\n\t)\n\n\tpayload := validator.PlaceOrderPayload{\n\t\tEmail: email,\n\t\tStreetAddress: streetAddress,\n\t\tZipCode: zipCode,\n\t\tCity: city,\n\t\tState: state,\n\t\tCountry: country,\n\t\tCcNumber: ccNumber,\n\t\tCcMonth: ccMonth,\n\t\tCcYear: ccYear,\n\t\tCcCVV: ccCVV,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\n\torder, err := pb.NewCheckoutServiceClient(fe.checkoutSvcConn).\n\t\tPlaceOrder(r.Context(), &pb.PlaceOrderRequest{\n\t\t\tEmail: payload.Email,\n\t\t\tCreditCard: &pb.CreditCardInfo{\n\t\t\t\tCreditCardNumber: payload.CcNumber,\n\t\t\t\tCreditCardExpirationMonth: int32(payload.CcMonth),\n\t\t\t\tCreditCardExpirationYear: int32(payload.CcYear),\n\t\t\t\tCreditCardCvv: int32(payload.CcCVV)},\n\t\t\tUserId: sessionID(r),\n\t\t\tUserCurrency: currentCurrency(r),\n\t\t\tAddress: &pb.Address{\n\t\t\t\tStreetAddress: payload.StreetAddress,\n\t\t\t\tCity: payload.City,\n\t\t\t\tState: payload.State,\n\t\t\t\tZipCode: int32(payload.ZipCode),\n\t\t\t\tCountry: payload.Country},\n\t\t})\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to complete the order\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tlog.WithField(\"order\", order.GetOrder().GetOrderId()).Info(\"order placed\")\n\n\torder.GetOrder().GetItems()\n\trecommendations, _ := fe.getRecommendations(r.Context(), sessionID(r), nil)\n\n\ttotalPaid := *order.GetOrder().GetShippingCost()\n\tfor _, v := range order.GetOrder().GetItems() {\n\t\tmultPrice := money.MultiplySlow(*v.GetCost(), uint32(v.GetItem().GetQuantity()))\n\t\ttotalPaid = money.Must(money.Sum(totalPaid, multPrice))\n\t}\n\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"order\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t\t\"order\": order.GetOrder(),\n\t\t\"total_paid\": &totalPaid,\n\t\t\"recommendations\": recommendations,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) assistantHandler(w http.ResponseWriter, r *http.Request) {\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"assistant\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) logoutHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"logging out\")\n\tfor _, c := range r.Cookies() {\n\t\tc.Expires = time.Now().Add(-time.Hour * 24 * 365)\n\t\tc.MaxAge = -1\n\t\thttp.SetCookie(w, c)\n\t}\n\tw.Header().Set(\"Location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) getProductByID(w http.ResponseWriter, r *http.Request) {\n\tid := mux.Vars(r)[\"ids\"]\n\tif id == \"\" {\n\t\treturn\n\t}\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\treturn\n\t}\n\n\tjsonData, err := json.Marshal(p)\n\tif err != nil {\n\t\tfmt.Println(err)\n\t\treturn\n\t}\n\n\tw.Write(jsonData)\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) chatBotHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\ttype Response struct {\n\t\tMessage string `json:\"message\"`\n\t}\n\n\ttype LLMResponse struct {\n\t\tContent string `json:\"content\"`\n\t\tDetails map[string]any `json:\"details\"`\n\t}\n\n\tvar response LLMResponse\n\n\turl := \"http://\" + fe.shoppingAssistantSvcAddr\n\treq, err := http.NewRequest(http.MethodPost, url, r.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to create request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\treq.Header.Set(\"Content-Type\", \"application/json\")\n\treq.Header.Set(\"Accept\", \"application/json\")\n\tres, err := http.DefaultClient.Do(req)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to send request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tbody, err := io.ReadAll(res.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to read response\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tfmt.Printf(\"%+v\\n\", body)\n\tfmt.Printf(\"%+v\\n\", res)\n\n\terr = json.Unmarshal(body, &response)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to unmarshal body\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// respond with the same message\n\tjson.NewEncoder(w).Encode(Response{Message: response.Content})\n\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) setCurrencyHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tcur := r.FormValue(\"currency_code\")\n\tpayload := validator.SetCurrencyPayload{Currency: cur}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"curr.new\", payload.Currency).WithField(\"curr.old\", currentCurrency(r)).\n\t\tDebug(\"setting currency\")\n\n\tif payload.Currency != \"\" {\n\t\thttp.SetCookie(w, &http.Cookie{\n\t\t\tName: cookieCurrency,\n\t\t\tValue: payload.Currency,\n\t\t\tMaxAge: cookieMaxAge,\n\t\t})\n\t}\n\treferer := r.Header.Get(\"referer\")\n\tif referer == \"\" {\n\t\treferer = baseUrl + \"/\"\n\t}\n\tw.Header().Set(\"Location\", referer)\n\tw.WriteHeader(http.StatusFound)\n}\n\n// chooseAd queries for advertisements available and randomly chooses one, if\n// available. It ignores the error retrieving the ad since it is not critical.\nfunc (fe *frontendServer) chooseAd(ctx context.Context, ctxKeys []string, log logrus.FieldLogger) *pb.Ad {\n\tads, err := fe.getAd(ctx, ctxKeys)\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to retrieve ads\")\n\t\treturn nil\n\t}\n\tstart := time.Now()\n\tfor {\n\t\tif time.Now().Sub(start) > 800*time.Millisecond {\n\t\t\tbreak\n\t\t}\n\t}\n\treturn ads[rand.Intn(len(ads))]\n}\n\nfunc renderHTTPError(log logrus.FieldLogger, r *http.Request, w http.ResponseWriter, err error, code int) {\n\tlog.WithField(\"error\", err).Error(\"request error\")\n\terrMsg := fmt.Sprintf(\"%+v\", err)\n\n\tw.WriteHeader(code)\n\n\tif templateErr := templates.ExecuteTemplate(w, \"error\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"error\": errMsg,\n\t\t\"status_code\": code,\n\t\t\"status\": http.StatusText(code),\n\t})); templateErr != nil {\n\t\tlog.Println(templateErr)\n\t}\n}\n\nfunc injectCommonTemplateData(r *http.Request, payload map[string]interface{}) map[string]interface{} {\n\tdata := map[string]interface{}{\n\t\t\"session_id\": sessionID(r),\n\t\t\"request_id\": r.Context().Value(ctxKeyRequestID{}),\n\t\t\"user_currency\": currentCurrency(r),\n\t\t\"platform_css\": plat.css,\n\t\t\"platform_name\": plat.provider,\n\t\t\"is_cymbal_brand\": isCymbalBrand,\n\t\t\"assistant_enabled\": assistantEnabled,\n\t\t\"deploymentDetails\": deploymentDetailsMap,\n\t\t\"frontendMessage\": frontendMessage,\n\t\t\"currentYear\": time.Now().Year(),\n\t\t\"baseUrl\": baseUrl,\n\t}\n\n\tfor k, v := range payload {\n\t\tdata[k] = v\n\t}\n\n\treturn data\n}\n\nfunc currentCurrency(r *http.Request) string {\n\tc, _ := r.Cookie(cookieCurrency)\n\tif c != nil {\n\t\treturn c.Value\n\t}\n\treturn defaultCurrency\n}\n\nfunc sessionID(r *http.Request) string {\n\tv := r.Context().Value(ctxKeySessionID{})\n\tif v != nil {\n\t\treturn v.(string)\n\t}\n\treturn \"\"\n}\n\nfunc cartIDs(c []*pb.CartItem) []string {\n\tout := make([]string, len(c))\n\tfor i, v := range c {\n\t\tout[i] = v.GetProductId()\n\t}\n\treturn out\n}\n\n// get total # of items in cart\nfunc cartSize(c []*pb.CartItem) int {\n\tcartSize := 0\n\tfor _, item := range c {\n\t\tcartSize += int(item.GetQuantity())\n\t}\n\treturn cartSize\n}\n\nfunc renderMoney(money pb.Money) string {\n\tcurrencyLogo := renderCurrencyLogo(money.GetCurrencyCode())\n\treturn fmt.Sprintf(\"%s%d.%02d\", currencyLogo, money.GetUnits(), money.GetNanos()/10000000)\n}\n\nfunc renderCurrencyLogo(currencyCode string) string {\n\tlogos := map[string]string{\n\t\t\"USD\": \"$\",\n\t\t\"CAD\": \"$\",\n\t\t\"JPY\": \"¥\",\n\t\t\"EUR\": \"€\",\n\t\t\"TRY\": \"₺\",\n\t\t\"GBP\": \"£\",\n\t}\n\n\tlogo := \"$\" //default\n\tif val, ok := logos[currencyCode]; ok {\n\t\tlogo = val\n\t}\n\treturn logo\n}\n\nfunc stringinSlice(slice []string, val string) bool {\n\tfor _, item := range slice {\n\t\tif item == val {\n\t\t\treturn true\n\t\t}\n\t}\n\treturn false\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/34/path2.json b/golden-trajectory/boutique/codedefect/34/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..f219beb96463ef7e0337802f5419fe08b205f209 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/34/path2.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "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-ls9r5 2/2 Running 0 5m37s\ncartservice-7c5f46fc47-6dt28 2/2 Running 0 5m37s\ncheckoutservice-5b97d6df88-mlv2p 2/2 Running 0 5m36s\ncurrencyservice-5bc9dbdf66-npqjw 2/2 Running 0 5m36s\nemailservice-c86b9b8f6-8tzvs 2/2 Running 0 5m36s\nfrontend-7bd85c875b-9k7dz 2/2 Running 0 2m26s\npaymentservice-64b6c744b5-5l5xp 2/2 Running 0 5m36s\nproductcatalogservice-5677b598bd-mf2wb 2/2 Running 0 5m35s\nrecommendationservice-786899779d-vwv7c 2/2 Running 0 5m35s\nredis-cart-64b9db6f79-7qgmq 2/2 Running 0 5m35s\nshippingservice-799cbfbc76-4rtxv 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 10.68.195.179 9555/TCP 5m40s\ncartservice ClusterIP 10.68.171.199 7070/TCP 5m40s\ncheckoutservice ClusterIP 10.68.163.57 5050/TCP 5m39s\ncurrencyservice ClusterIP 10.68.254.59 7000/TCP 5m39s\nemailservice ClusterIP 10.68.221.255 5000/TCP 5m39s\nfrontend ClusterIP 10.68.198.122 80/TCP 5m39s\nfrontend-external NodePort 10.68.202.250 80:30080/TCP 5m39s\npaymentservice ClusterIP 10.68.215.194 50051/TCP 5m39s\nproductcatalogservice ClusterIP 10.68.83.96 3550/TCP 5m38s\nrecommendationservice ClusterIP 10.68.126.11 8080/TCP 5m38s\nredis-cart ClusterIP 10.68.30.161 6379/TCP 5m38s\nshippingservice ClusterIP 10.68.212.202 50051/TCP 5m38s" + }, + { + "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 17:50:41 ~ 2026-05-18 17:53:16', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=1.170s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.01 cores -> Current=0.13 cores (+1323.1%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=20.39ms -> Current=2172.22ms (+10552.3%) | Peak=2658.90ms | p90latency: Normal=95.45ms -> Current=4313.29ms (+4418.9%) | Peak=4531.78ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-18 17:50:41 ~ 2026-05-18 17:53:16', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=4.43% -> Current=6.61% (+49.3%)']}, {'request_method': 'GET', 'business_action': 'Browse home page', 'entry_service': 'frontend', 'url': '/', 'occurrences': 22, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 12, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 3303,\n \"total_errors\": 255,\n \"total_error_ratio\": 0.0772,\n \"patterns\": [\n {\n \"count\": 231,\n \"ratio\": 0.0699,\n \"sample\": \"2026-05-18T17:53:31.716499145+08:00 {\\\"error\\\":\\\"failed to get ads: rpc error: code = DeadlineExceeded desc = context deadline exceeded\\\",\\\"http.req.id\\\":\\\"565a4b2f-9dde-468e-b647-c8a5f208c749\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"failed to retrieve ads\\\",\\\"session\\\":\\\"e759bf26-9fbd-4b2c-a44e-7ae2d2c42e19\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-18T09:53:31.716359001Z\\\"}\"\n },\n {\n \"count\": 7,\n \"ratio\": 0.0021,\n \"sample\": \"2026-05-18T17:53:32.216016520+08:00 {\\\"error\\\":\\\"failed to get ads: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"08a91a0e-abd5-4561-b0ad-3350b81164dd\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"failed to retrieve ads\\\",\\\"session\\\":\\\"96486642-f458-4271-bb9e-fd9b32dfd361\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-18T09:53:32.215953531Z\\\"}\"\n },\n {\n \"count\": 6,\n \"ratio\": 0.0018,\n \"sample\": \"2026-05-18T17:53:32.116121009+08:00 {\\\"error\\\":\\\"failed to get recommended product info (#1YMWWN1N4O): rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"9f465f2c-6e4b-4f70-88a0-a3dddb3a10f5\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/9SIQT8TOJO\\\",\\\"message\\\":\\\"failed to get product recommendations\\\",\\\"session\\\":\\\"581c0769-3a96-47e3-a72a-c21f7384e3d8\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-18T09:53:32.116005108Z\\\"}\"\n },\n {\n \"count\": 5,\n \"ratio\": 0.0015,\n \"sample\": \"2026-05-18T17:53:32.416242178+08:00 {\\\"http.req.id\\\":\\\"657707e9-c297-4133-b2f6-0ee565c4f8d4\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"write tcp 172.20.1.23:8080-\\\\u003e127.0.0.6:59701: write: broken pipe\\\",\\\"session\\\":\\\"e5b055c9-cb3f-4967-84eb-563b0b9b7d2f\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T09:53:32.416135536Z\\\"}\"\n },\n {\n \"count\": 4,\n \"ratio\": 0.0012,\n \"sample\": \"2026-05-18T17:53:32.121168792+08:00 {\\\"error\\\":\\\"failed to do currency conversion for product 0PUK6V6EV0: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"0b45ca14-8329-4eb9-9ece-03f7ead7c816\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"2a072cc4-5133-444d-8f68-052325253a54\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T09:53:32.121141415Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0003,\n \"sample\": \"2026-05-18T17:53:32.015909997+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"42a4d0ac-701e-46c2-99ee-db9623be689c\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/1YMWWN1N4O\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"5961fe1f-0e04-47f8-8c43-58fce9da03f2\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T09:53:32.015774783Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0003,\n \"sample\": \"2026-05-18T17:53:32.120559008+08:00 {\\\"error\\\":\\\"could not retrieve currencies: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"c035fa4c-47d1-49f7-a995-e0589af2e19f\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/L9ECAV7KIM\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"17f80af7-f0c6-475d-88f6-7c3528afb967\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-18T09:53:32.120526422Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'frontend'}", + "output": "{\n \"service\": \"frontend\",\n \"root\": \"code/frontend\",\n \"files\": [\n {\n \"path\": \"deployment_details.go\",\n \"description\": \"frontend deployment metadata helpers exposed to templates and diagnostics.\"\n },\n {\n \"path\": \"handlers.go\",\n \"description\": \"HTTP request handlers for home, product, cart, checkout, currency, assistant, and ad selection flows.\"\n },\n {\n \"path\": \"main.go\",\n \"description\": \"frontend process entrypoint, environment configuration, backend gRPC connections, HTTP route registration, and observability setup.\"\n },\n {\n \"path\": \"middleware.go\",\n \"description\": \"frontend HTTP middleware for request logging and trace context handling.\"\n },\n {\n \"path\": \"money/money.go\",\n \"description\": \"money formatting and arithmetic helpers used by frontend page rendering.\"\n },\n {\n \"path\": \"packaging_info.go\",\n \"description\": \"optional packaging service integration helpers used by product pages.\"\n },\n {\n \"path\": \"rpc.go\",\n \"description\": \"frontend backend RPC client wrappers for product catalog, cart, recommendation, shipping, currency, checkout, and ads.\"\n },\n {\n \"path\": \"validator/validator.go\",\n \"description\": \"request payload structs and validation helpers for cart, checkout, and currency forms.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'frontend', file_path: 'handlers.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\"encoding/json\"\n\t\"fmt\"\n\t\"html/template\"\n\t\"io\"\n\t\"math/rand\"\n\t\"net\"\n\t\"net/http\"\n\t\"os\"\n\t\"strconv\"\n\t\"strings\"\n\t\"time\"\n\n\t\"github.com/gorilla/mux\"\n\t\"github.com/pkg/errors\"\n\t\"github.com/sirupsen/logrus\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/genproto\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/money\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/validator\"\n)\n\ntype platformDetails struct {\n\tcss string\n\tprovider string\n}\n\nvar (\n\tfrontendMessage = strings.TrimSpace(os.Getenv(\"FRONTEND_MESSAGE\"))\n\tisCymbalBrand = \"true\" == strings.ToLower(os.Getenv(\"CYMBAL_BRANDING\"))\n\tassistantEnabled = \"true\" == strings.ToLower(os.Getenv(\"ENABLE_ASSISTANT\"))\n\ttemplates = template.Must(template.New(\"\").\n\t\t\t\tFuncs(template.FuncMap{\n\t\t\t\"renderMoney\": renderMoney,\n\t\t\t\"renderCurrencyLogo\": renderCurrencyLogo,\n\t\t}).ParseGlob(\"templates/*.html\"))\n\tplat platformDetails\n)\n\nvar validEnvs = []string{\"local\", \"gcp\", \"azure\", \"aws\", \"onprem\", \"alibaba\"}\n\nfunc (fe *frontendServer) homeHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.WithField(\"currency\", currentCurrency(r)).Info(\"home\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tproducts, err := fe.getProducts(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve products\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype productView struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}\n\tps := make([]productView, len(products))\n\tfor i, p := range products {\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"failed to do currency conversion for product %s\", p.GetId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tps[i] = productView{p, price}\n\t}\n\n\t// Set ENV_PLATFORM (default to local if not set; use env var if set; otherwise detect GCP, which overrides env)_\n\tvar env = os.Getenv(\"ENV_PLATFORM\")\n\t// Only override from env variable if set + valid env\n\tif env == \"\" || stringinSlice(validEnvs, env) == false {\n\t\tfmt.Println(\"env platform is either empty or invalid\")\n\t\tenv = \"local\"\n\t}\n\t// Autodetect GCP\n\taddrs, err := net.LookupHost(\"metadata.google.internal.\")\n\tif err == nil && len(addrs) >= 0 {\n\t\tlog.Debugf(\"Detected Google metadata server: %v, setting ENV_PLATFORM to GCP.\", addrs)\n\t\tenv = \"gcp\"\n\t}\n\n\tlog.Debugf(\"ENV_PLATFORM is: %s\", env)\n\tplat = platformDetails{}\n\tplat.setPlatformDetails(strings.ToLower(env))\n\n\tif err := templates.ExecuteTemplate(w, \"home\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"products\": ps,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"banner_color\": os.Getenv(\"BANNER_COLOR\"), // illustrates canary deployments\n\t\t\"ad\": fe.chooseAd(r.Context(), []string{}, log),\n\t})); err != nil {\n\t\tlog.Error(err)\n\t}\n}\n\nfunc (plat *platformDetails) setPlatformDetails(env string) {\n\tif env == \"aws\" {\n\t\tplat.provider = \"AWS\"\n\t\tplat.css = \"aws-platform\"\n\t} else if env == \"onprem\" {\n\t\tplat.provider = \"On-Premises\"\n\t\tplat.css = \"onprem-platform\"\n\t} else if env == \"azure\" {\n\t\tplat.provider = \"Azure\"\n\t\tplat.css = \"azure-platform\"\n\t} else if env == \"gcp\" {\n\t\tplat.provider = \"Google Cloud\"\n\t\tplat.css = \"gcp-platform\"\n\t} else if env == \"alibaba\" {\n\t\tplat.provider = \"Alibaba Cloud\"\n\t\tplat.css = \"alibaba-platform\"\n\t} else {\n\t\tplat.provider = \"local\"\n\t\tplat.css = \"local\"\n\t}\n}\n\nfunc (fe *frontendServer) productHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tid := mux.Vars(r)[\"id\"]\n\tif id == \"\" {\n\t\trenderHTTPError(log, r, w, errors.New(\"product id not specified\"), http.StatusBadRequest)\n\t\treturn\n\t}\n\tlog.WithField(\"id\", id).WithField(\"currency\", currentCurrency(r)).\n\t\tDebug(\"serving product page\")\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to convert currency\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), []string{id})\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tproduct := struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}{p, price}\n\n\t// Fetch packaging info (weight/dimensions) of the product\n\t// The packaging service is an optional microservice you can run as part of a Google Cloud demo.\n\tvar packagingInfo *PackagingInfo = nil\n\tif isPackagingServiceConfigured() {\n\t\tpackagingInfo, err = httpGetPackagingInfo(id)\n\t\tif err != nil {\n\t\t\tfmt.Println(\"Failed to obtain product's packaging info:\", err)\n\t\t}\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"product\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"ad\": fe.chooseAd(r.Context(), p.Categories, log),\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"product\": product,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"packagingInfo\": packagingInfo,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) addToCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tquantity, _ := strconv.ParseUint(r.FormValue(\"quantity\"), 10, 32)\n\tproductID := r.FormValue(\"product_id\")\n\tpayload := validator.AddToCartPayload{\n\t\tQuantity: quantity,\n\t\tProductID: productID,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"product\", payload.ProductID).WithField(\"quantity\", payload.Quantity).Debug(\"adding to cart\")\n\n\tp, err := fe.getProduct(r.Context(), payload.ProductID)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := fe.insertCart(r.Context(), sessionID(r), p.GetId(), int32(payload.Quantity)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to add to cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/cart\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) emptyCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"emptying cart\")\n\n\tif err := fe.emptyCart(r.Context(), sessionID(r)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to empty cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) viewCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"view user cart\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), cartIDs(cart))\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tshippingCost, err := fe.getShippingQuote(r.Context(), cart, currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to get shipping quote\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype cartItemView struct {\n\t\tItem *pb.Product\n\t\tQuantity int32\n\t\tPrice *pb.Money\n\t}\n\titems := make([]cartItemView, len(cart))\n\ttotalPrice := pb.Money{CurrencyCode: currentCurrency(r)}\n\tfor i, item := range cart {\n\t\tp, err := fe.getProduct(r.Context(), item.GetProductId())\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not retrieve product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not convert currency for product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\n\t\tmultPrice := money.MultiplySlow(*price, uint32(item.GetQuantity()))\n\t\titems[i] = cartItemView{\n\t\t\tItem: p,\n\t\t\tQuantity: item.GetQuantity(),\n\t\t\tPrice: &multPrice}\n\t\ttotalPrice = money.Must(money.Sum(totalPrice, multPrice))\n\t}\n\ttotalPrice = money.Must(money.Sum(totalPrice, *shippingCost))\n\tyear := time.Now().Year()\n\n\tif err := templates.ExecuteTemplate(w, \"cart\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"currencies\": currencies,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"shipping_cost\": shippingCost,\n\t\t\"show_currency\": true,\n\t\t\"total_cost\": totalPrice,\n\t\t\"items\": items,\n\t\t\"expiration_years\": []int{year, year + 1, year + 2, year + 3, year + 4},\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) placeOrderHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"placing order\")\n\n\tvar (\n\t\temail = r.FormValue(\"email\")\n\t\tstreetAddress = r.FormValue(\"street_address\")\n\t\tzipCode, _ = strconv.ParseInt(r.FormValue(\"zip_code\"), 10, 32)\n\t\tcity = r.FormValue(\"city\")\n\t\tstate = r.FormValue(\"state\")\n\t\tcountry = r.FormValue(\"country\")\n\t\tccNumber = r.FormValue(\"credit_card_number\")\n\t\tccMonth, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_month\"), 10, 32)\n\t\tccYear, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_year\"), 10, 32)\n\t\tccCVV, _ = strconv.ParseInt(r.FormValue(\"credit_card_cvv\"), 10, 32)\n\t)\n\n\tpayload := validator.PlaceOrderPayload{\n\t\tEmail: email,\n\t\tStreetAddress: streetAddress,\n\t\tZipCode: zipCode,\n\t\tCity: city,\n\t\tState: state,\n\t\tCountry: country,\n\t\tCcNumber: ccNumber,\n\t\tCcMonth: ccMonth,\n\t\tCcYear: ccYear,\n\t\tCcCVV: ccCVV,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\n\torder, err := pb.NewCheckoutServiceClient(fe.checkoutSvcConn).\n\t\tPlaceOrder(r.Context(), &pb.PlaceOrderRequest{\n\t\t\tEmail: payload.Email,\n\t\t\tCreditCard: &pb.CreditCardInfo{\n\t\t\t\tCreditCardNumber: payload.CcNumber,\n\t\t\t\tCreditCardExpirationMonth: int32(payload.CcMonth),\n\t\t\t\tCreditCardExpirationYear: int32(payload.CcYear),\n\t\t\t\tCreditCardCvv: int32(payload.CcCVV)},\n\t\t\tUserId: sessionID(r),\n\t\t\tUserCurrency: currentCurrency(r),\n\t\t\tAddress: &pb.Address{\n\t\t\t\tStreetAddress: payload.StreetAddress,\n\t\t\t\tCity: payload.City,\n\t\t\t\tState: payload.State,\n\t\t\t\tZipCode: int32(payload.ZipCode),\n\t\t\t\tCountry: payload.Country},\n\t\t})\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to complete the order\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tlog.WithField(\"order\", order.GetOrder().GetOrderId()).Info(\"order placed\")\n\n\torder.GetOrder().GetItems()\n\trecommendations, _ := fe.getRecommendations(r.Context(), sessionID(r), nil)\n\n\ttotalPaid := *order.GetOrder().GetShippingCost()\n\tfor _, v := range order.GetOrder().GetItems() {\n\t\tmultPrice := money.MultiplySlow(*v.GetCost(), uint32(v.GetItem().GetQuantity()))\n\t\ttotalPaid = money.Must(money.Sum(totalPaid, multPrice))\n\t}\n\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"order\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t\t\"order\": order.GetOrder(),\n\t\t\"total_paid\": &totalPaid,\n\t\t\"recommendations\": recommendations,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) assistantHandler(w http.ResponseWriter, r *http.Request) {\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"assistant\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) logoutHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"logging out\")\n\tfor _, c := range r.Cookies() {\n\t\tc.Expires = time.Now().Add(-time.Hour * 24 * 365)\n\t\tc.MaxAge = -1\n\t\thttp.SetCookie(w, c)\n\t}\n\tw.Header().Set(\"Location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) getProductByID(w http.ResponseWriter, r *http.Request) {\n\tid := mux.Vars(r)[\"ids\"]\n\tif id == \"\" {\n\t\treturn\n\t}\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\treturn\n\t}\n\n\tjsonData, err := json.Marshal(p)\n\tif err != nil {\n\t\tfmt.Println(err)\n\t\treturn\n\t}\n\n\tw.Write(jsonData)\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) chatBotHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\ttype Response struct {\n\t\tMessage string `json:\"message\"`\n\t}\n\n\ttype LLMResponse struct {\n\t\tContent string `json:\"content\"`\n\t\tDetails map[string]any `json:\"details\"`\n\t}\n\n\tvar response LLMResponse\n\n\turl := \"http://\" + fe.shoppingAssistantSvcAddr\n\treq, err := http.NewRequest(http.MethodPost, url, r.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to create request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\treq.Header.Set(\"Content-Type\", \"application/json\")\n\treq.Header.Set(\"Accept\", \"application/json\")\n\tres, err := http.DefaultClient.Do(req)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to send request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tbody, err := io.ReadAll(res.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to read response\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tfmt.Printf(\"%+v\\n\", body)\n\tfmt.Printf(\"%+v\\n\", res)\n\n\terr = json.Unmarshal(body, &response)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to unmarshal body\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// respond with the same message\n\tjson.NewEncoder(w).Encode(Response{Message: response.Content})\n\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) setCurrencyHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tcur := r.FormValue(\"currency_code\")\n\tpayload := validator.SetCurrencyPayload{Currency: cur}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"curr.new\", payload.Currency).WithField(\"curr.old\", currentCurrency(r)).\n\t\tDebug(\"setting currency\")\n\n\tif payload.Currency != \"\" {\n\t\thttp.SetCookie(w, &http.Cookie{\n\t\t\tName: cookieCurrency,\n\t\t\tValue: payload.Currency,\n\t\t\tMaxAge: cookieMaxAge,\n\t\t})\n\t}\n\treferer := r.Header.Get(\"referer\")\n\tif referer == \"\" {\n\t\treferer = baseUrl + \"/\"\n\t}\n\tw.Header().Set(\"Location\", referer)\n\tw.WriteHeader(http.StatusFound)\n}\n\n// chooseAd queries for advertisements available and randomly chooses one, if\n// available. It ignores the error retrieving the ad since it is not critical.\nfunc (fe *frontendServer) chooseAd(ctx context.Context, ctxKeys []string, log logrus.FieldLogger) *pb.Ad {\n\tads, err := fe.getAd(ctx, ctxKeys)\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to retrieve ads\")\n\t\treturn nil\n\t}\n\tstart := time.Now()\n\tfor {\n\t\tif time.Now().Sub(start) > 800*time.Millisecond {\n\t\t\tbreak\n\t\t}\n\t}\n\treturn ads[rand.Intn(len(ads))]\n}\n\nfunc renderHTTPError(log logrus.FieldLogger, r *http.Request, w http.ResponseWriter, err error, code int) {\n\tlog.WithField(\"error\", err).Error(\"request error\")\n\terrMsg := fmt.Sprintf(\"%+v\", err)\n\n\tw.WriteHeader(code)\n\n\tif templateErr := templates.ExecuteTemplate(w, \"error\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"error\": errMsg,\n\t\t\"status_code\": code,\n\t\t\"status\": http.StatusText(code),\n\t})); templateErr != nil {\n\t\tlog.Println(templateErr)\n\t}\n}\n\nfunc injectCommonTemplateData(r *http.Request, payload map[string]interface{}) map[string]interface{} {\n\tdata := map[string]interface{}{\n\t\t\"session_id\": sessionID(r),\n\t\t\"request_id\": r.Context().Value(ctxKeyRequestID{}),\n\t\t\"user_currency\": currentCurrency(r),\n\t\t\"platform_css\": plat.css,\n\t\t\"platform_name\": plat.provider,\n\t\t\"is_cymbal_brand\": isCymbalBrand,\n\t\t\"assistant_enabled\": assistantEnabled,\n\t\t\"deploymentDetails\": deploymentDetailsMap,\n\t\t\"frontendMessage\": frontendMessage,\n\t\t\"currentYear\": time.Now().Year(),\n\t\t\"baseUrl\": baseUrl,\n\t}\n\n\tfor k, v := range payload {\n\t\tdata[k] = v\n\t}\n\n\treturn data\n}\n\nfunc currentCurrency(r *http.Request) string {\n\tc, _ := r.Cookie(cookieCurrency)\n\tif c != nil {\n\t\treturn c.Value\n\t}\n\treturn defaultCurrency\n}\n\nfunc sessionID(r *http.Request) string {\n\tv := r.Context().Value(ctxKeySessionID{})\n\tif v != nil {\n\t\treturn v.(string)\n\t}\n\treturn \"\"\n}\n\nfunc cartIDs(c []*pb.CartItem) []string {\n\tout := make([]string, len(c))\n\tfor i, v := range c {\n\t\tout[i] = v.GetProductId()\n\t}\n\treturn out\n}\n\n// get total # of items in cart\nfunc cartSize(c []*pb.CartItem) int {\n\tcartSize := 0\n\tfor _, item := range c {\n\t\tcartSize += int(item.GetQuantity())\n\t}\n\treturn cartSize\n}\n\nfunc renderMoney(money pb.Money) string {\n\tcurrencyLogo := renderCurrencyLogo(money.GetCurrencyCode())\n\treturn fmt.Sprintf(\"%s%d.%02d\", currencyLogo, money.GetUnits(), money.GetNanos()/10000000)\n}\n\nfunc renderCurrencyLogo(currencyCode string) string {\n\tlogos := map[string]string{\n\t\t\"USD\": \"$\",\n\t\t\"CAD\": \"$\",\n\t\t\"JPY\": \"¥\",\n\t\t\"EUR\": \"€\",\n\t\t\"TRY\": \"₺\",\n\t\t\"GBP\": \"£\",\n\t}\n\n\tlogo := \"$\" //default\n\tif val, ok := logos[currencyCode]; ok {\n\t\tlogo = val\n\t}\n\treturn logo\n}\n\nfunc stringinSlice(slice []string, val string) bool {\n\tfor _, item := range slice {\n\t\tif item == val {\n\t\t\treturn true\n\t\t}\n\t}\n\treturn false\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/35/path1.json b/golden-trajectory/boutique/codedefect/35/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..3d1e5d90e74e193c67f9478e0c729b1cd03ae983 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/35/path1.json @@ -0,0 +1,40 @@ +{ + "statistics": { + "valid_tool_call_count": 5, + "total_trace_steps": 5, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "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-m49tv 2/2 Running 0 5m47s\ncartservice-7c5f46fc47-hc2fp 2/2 Running 0 5m48s\ncheckoutservice-5b97d6df88-lvgtr 2/2 Running 0 5m48s\ncurrencyservice-5bc9dbdf66-25rnr 2/2 Running 0 5m47s\nemailservice-c86b9b8f6-fmhlc 2/2 Running 0 5m48s\nfrontend-7bd85c875b-cdkx4 2/2 Running 0 2m26s\npaymentservice-64b6c744b5-w29wn 2/2 Running 0 5m48s\nproductcatalogservice-5677b598bd-gbwh6 2/2 Running 0 5m47s\nrecommendationservice-786899779d-vfgtl 2/2 Running 0 5m47s\nredis-cart-64b9db6f79-69k76 2/2 Running 0 5m47s\nshippingservice-799cbfbc76-cv4rm 2/2 Running 0 5m48s" + }, + { + "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 10.68.146.121 9555/TCP 5m51s\ncartservice ClusterIP 10.68.190.74 7070/TCP 5m52s\ncheckoutservice ClusterIP 10.68.6.37 5050/TCP 5m52s\ncurrencyservice ClusterIP 10.68.35.153 7000/TCP 5m51s\nemailservice ClusterIP 10.68.112.93 5000/TCP 5m52s\nfrontend ClusterIP 10.68.213.16 80/TCP 5m50s\nfrontend-external NodePort 10.68.110.177 80:30080/TCP 5m50s\npaymentservice ClusterIP 10.68.101.204 50051/TCP 5m52s\nproductcatalogservice ClusterIP 10.68.251.216 3550/TCP 5m51s\nrecommendationservice ClusterIP 10.68.107.68 8080/TCP 5m51s\nredis-cart ClusterIP 10.68.118.211 6379/TCP 5m51s\nshippingservice ClusterIP 10.68.55.24 50051/TCP 5m52s" + }, + { + "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 11:40:25 ~ 2026-05-19 11:43:00', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=1.204s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.01 cores -> Current=0.13 cores (+1506.3%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=24.73ms -> Current=2235.31ms (+8939.2%) | Peak=2668.65ms | p90latency: Normal=215.69ms -> Current=4364.88ms (+1923.6%) | Peak=4533.73ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-19 11:40:25 ~ 2026-05-19 11:43:00', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=4.22% -> Current=6.43% (+52.2%)']}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 13, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}, {'request_method': 'GET', 'business_action': 'Browse home page', 'entry_service': 'frontend', 'url': '/', 'occurrences': 12, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}]}" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'frontend'}", + "output": "{\n \"service\": \"frontend\",\n \"root\": \"code/frontend\",\n \"files\": [\n {\n \"path\": \"deployment_details.go\",\n \"description\": \"frontend deployment metadata helpers exposed to templates and diagnostics.\"\n },\n {\n \"path\": \"handlers.go\",\n \"description\": \"HTTP request handlers for home, product, cart, checkout, currency, assistant, and ad selection flows.\"\n },\n {\n \"path\": \"main.go\",\n \"description\": \"frontend process entrypoint, environment configuration, backend gRPC connections, HTTP route registration, and observability setup.\"\n },\n {\n \"path\": \"middleware.go\",\n \"description\": \"frontend HTTP middleware for request logging and trace context handling.\"\n },\n {\n \"path\": \"money/money.go\",\n \"description\": \"money formatting and arithmetic helpers used by frontend page rendering.\"\n },\n {\n \"path\": \"packaging_info.go\",\n \"description\": \"optional packaging service integration helpers used by product pages.\"\n },\n {\n \"path\": \"rpc.go\",\n \"description\": \"frontend backend RPC client wrappers for product catalog, cart, recommendation, shipping, currency, checkout, and ads.\"\n },\n {\n \"path\": \"validator/validator.go\",\n \"description\": \"request payload structs and validation helpers for cart, checkout, and currency forms.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'frontend', file_path: 'handlers.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\"encoding/json\"\n\t\"fmt\"\n\t\"html/template\"\n\t\"io\"\n\t\"math/rand\"\n\t\"net\"\n\t\"net/http\"\n\t\"os\"\n\t\"strconv\"\n\t\"strings\"\n\t\"time\"\n\n\t\"github.com/gorilla/mux\"\n\t\"github.com/pkg/errors\"\n\t\"github.com/sirupsen/logrus\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/genproto\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/money\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/validator\"\n)\n\ntype platformDetails struct {\n\tcss string\n\tprovider string\n}\n\nvar (\n\tfrontendMessage = strings.TrimSpace(os.Getenv(\"FRONTEND_MESSAGE\"))\n\tisCymbalBrand = \"true\" == strings.ToLower(os.Getenv(\"CYMBAL_BRANDING\"))\n\tassistantEnabled = \"true\" == strings.ToLower(os.Getenv(\"ENABLE_ASSISTANT\"))\n\ttemplates = template.Must(template.New(\"\").\n\t\t\t\tFuncs(template.FuncMap{\n\t\t\t\"renderMoney\": renderMoney,\n\t\t\t\"renderCurrencyLogo\": renderCurrencyLogo,\n\t\t}).ParseGlob(\"templates/*.html\"))\n\tplat platformDetails\n)\n\nvar validEnvs = []string{\"local\", \"gcp\", \"azure\", \"aws\", \"onprem\", \"alibaba\"}\n\nfunc (fe *frontendServer) homeHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.WithField(\"currency\", currentCurrency(r)).Info(\"home\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tproducts, err := fe.getProducts(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve products\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype productView struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}\n\tps := make([]productView, len(products))\n\tfor i, p := range products {\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"failed to do currency conversion for product %s\", p.GetId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tps[i] = productView{p, price}\n\t}\n\n\t// Set ENV_PLATFORM (default to local if not set; use env var if set; otherwise detect GCP, which overrides env)_\n\tvar env = os.Getenv(\"ENV_PLATFORM\")\n\t// Only override from env variable if set + valid env\n\tif env == \"\" || stringinSlice(validEnvs, env) == false {\n\t\tfmt.Println(\"env platform is either empty or invalid\")\n\t\tenv = \"local\"\n\t}\n\t// Autodetect GCP\n\taddrs, err := net.LookupHost(\"metadata.google.internal.\")\n\tif err == nil && len(addrs) >= 0 {\n\t\tlog.Debugf(\"Detected Google metadata server: %v, setting ENV_PLATFORM to GCP.\", addrs)\n\t\tenv = \"gcp\"\n\t}\n\n\tlog.Debugf(\"ENV_PLATFORM is: %s\", env)\n\tplat = platformDetails{}\n\tplat.setPlatformDetails(strings.ToLower(env))\n\n\tif err := templates.ExecuteTemplate(w, \"home\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"products\": ps,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"banner_color\": os.Getenv(\"BANNER_COLOR\"), // illustrates canary deployments\n\t\t\"ad\": fe.chooseAd(r.Context(), []string{}, log),\n\t})); err != nil {\n\t\tlog.Error(err)\n\t}\n}\n\nfunc (plat *platformDetails) setPlatformDetails(env string) {\n\tif env == \"aws\" {\n\t\tplat.provider = \"AWS\"\n\t\tplat.css = \"aws-platform\"\n\t} else if env == \"onprem\" {\n\t\tplat.provider = \"On-Premises\"\n\t\tplat.css = \"onprem-platform\"\n\t} else if env == \"azure\" {\n\t\tplat.provider = \"Azure\"\n\t\tplat.css = \"azure-platform\"\n\t} else if env == \"gcp\" {\n\t\tplat.provider = \"Google Cloud\"\n\t\tplat.css = \"gcp-platform\"\n\t} else if env == \"alibaba\" {\n\t\tplat.provider = \"Alibaba Cloud\"\n\t\tplat.css = \"alibaba-platform\"\n\t} else {\n\t\tplat.provider = \"local\"\n\t\tplat.css = \"local\"\n\t}\n}\n\nfunc (fe *frontendServer) productHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tid := mux.Vars(r)[\"id\"]\n\tif id == \"\" {\n\t\trenderHTTPError(log, r, w, errors.New(\"product id not specified\"), http.StatusBadRequest)\n\t\treturn\n\t}\n\tlog.WithField(\"id\", id).WithField(\"currency\", currentCurrency(r)).\n\t\tDebug(\"serving product page\")\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to convert currency\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), []string{id})\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tproduct := struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}{p, price}\n\n\t// Fetch packaging info (weight/dimensions) of the product\n\t// The packaging service is an optional microservice you can run as part of a Google Cloud demo.\n\tvar packagingInfo *PackagingInfo = nil\n\tif isPackagingServiceConfigured() {\n\t\tpackagingInfo, err = httpGetPackagingInfo(id)\n\t\tif err != nil {\n\t\t\tfmt.Println(\"Failed to obtain product's packaging info:\", err)\n\t\t}\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"product\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"ad\": fe.chooseAd(r.Context(), p.Categories, log),\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"product\": product,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"packagingInfo\": packagingInfo,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) addToCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tquantity, _ := strconv.ParseUint(r.FormValue(\"quantity\"), 10, 32)\n\tproductID := r.FormValue(\"product_id\")\n\tpayload := validator.AddToCartPayload{\n\t\tQuantity: quantity,\n\t\tProductID: productID,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"product\", payload.ProductID).WithField(\"quantity\", payload.Quantity).Debug(\"adding to cart\")\n\n\tp, err := fe.getProduct(r.Context(), payload.ProductID)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := fe.insertCart(r.Context(), sessionID(r), p.GetId(), int32(payload.Quantity)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to add to cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/cart\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) emptyCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"emptying cart\")\n\n\tif err := fe.emptyCart(r.Context(), sessionID(r)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to empty cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) viewCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"view user cart\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), cartIDs(cart))\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tshippingCost, err := fe.getShippingQuote(r.Context(), cart, currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to get shipping quote\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype cartItemView struct {\n\t\tItem *pb.Product\n\t\tQuantity int32\n\t\tPrice *pb.Money\n\t}\n\titems := make([]cartItemView, len(cart))\n\ttotalPrice := pb.Money{CurrencyCode: currentCurrency(r)}\n\tfor i, item := range cart {\n\t\tp, err := fe.getProduct(r.Context(), item.GetProductId())\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not retrieve product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not convert currency for product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\n\t\tmultPrice := money.MultiplySlow(*price, uint32(item.GetQuantity()))\n\t\titems[i] = cartItemView{\n\t\t\tItem: p,\n\t\t\tQuantity: item.GetQuantity(),\n\t\t\tPrice: &multPrice}\n\t\ttotalPrice = money.Must(money.Sum(totalPrice, multPrice))\n\t}\n\ttotalPrice = money.Must(money.Sum(totalPrice, *shippingCost))\n\tyear := time.Now().Year()\n\n\tif err := templates.ExecuteTemplate(w, \"cart\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"currencies\": currencies,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"shipping_cost\": shippingCost,\n\t\t\"show_currency\": true,\n\t\t\"total_cost\": totalPrice,\n\t\t\"items\": items,\n\t\t\"expiration_years\": []int{year, year + 1, year + 2, year + 3, year + 4},\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) placeOrderHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"placing order\")\n\n\tvar (\n\t\temail = r.FormValue(\"email\")\n\t\tstreetAddress = r.FormValue(\"street_address\")\n\t\tzipCode, _ = strconv.ParseInt(r.FormValue(\"zip_code\"), 10, 32)\n\t\tcity = r.FormValue(\"city\")\n\t\tstate = r.FormValue(\"state\")\n\t\tcountry = r.FormValue(\"country\")\n\t\tccNumber = r.FormValue(\"credit_card_number\")\n\t\tccMonth, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_month\"), 10, 32)\n\t\tccYear, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_year\"), 10, 32)\n\t\tccCVV, _ = strconv.ParseInt(r.FormValue(\"credit_card_cvv\"), 10, 32)\n\t)\n\n\tpayload := validator.PlaceOrderPayload{\n\t\tEmail: email,\n\t\tStreetAddress: streetAddress,\n\t\tZipCode: zipCode,\n\t\tCity: city,\n\t\tState: state,\n\t\tCountry: country,\n\t\tCcNumber: ccNumber,\n\t\tCcMonth: ccMonth,\n\t\tCcYear: ccYear,\n\t\tCcCVV: ccCVV,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\n\torder, err := pb.NewCheckoutServiceClient(fe.checkoutSvcConn).\n\t\tPlaceOrder(r.Context(), &pb.PlaceOrderRequest{\n\t\t\tEmail: payload.Email,\n\t\t\tCreditCard: &pb.CreditCardInfo{\n\t\t\t\tCreditCardNumber: payload.CcNumber,\n\t\t\t\tCreditCardExpirationMonth: int32(payload.CcMonth),\n\t\t\t\tCreditCardExpirationYear: int32(payload.CcYear),\n\t\t\t\tCreditCardCvv: int32(payload.CcCVV)},\n\t\t\tUserId: sessionID(r),\n\t\t\tUserCurrency: currentCurrency(r),\n\t\t\tAddress: &pb.Address{\n\t\t\t\tStreetAddress: payload.StreetAddress,\n\t\t\t\tCity: payload.City,\n\t\t\t\tState: payload.State,\n\t\t\t\tZipCode: int32(payload.ZipCode),\n\t\t\t\tCountry: payload.Country},\n\t\t})\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to complete the order\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tlog.WithField(\"order\", order.GetOrder().GetOrderId()).Info(\"order placed\")\n\n\torder.GetOrder().GetItems()\n\trecommendations, _ := fe.getRecommendations(r.Context(), sessionID(r), nil)\n\n\ttotalPaid := *order.GetOrder().GetShippingCost()\n\tfor _, v := range order.GetOrder().GetItems() {\n\t\tmultPrice := money.MultiplySlow(*v.GetCost(), uint32(v.GetItem().GetQuantity()))\n\t\ttotalPaid = money.Must(money.Sum(totalPaid, multPrice))\n\t}\n\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"order\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t\t\"order\": order.GetOrder(),\n\t\t\"total_paid\": &totalPaid,\n\t\t\"recommendations\": recommendations,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) assistantHandler(w http.ResponseWriter, r *http.Request) {\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"assistant\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) logoutHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"logging out\")\n\tfor _, c := range r.Cookies() {\n\t\tc.Expires = time.Now().Add(-time.Hour * 24 * 365)\n\t\tc.MaxAge = -1\n\t\thttp.SetCookie(w, c)\n\t}\n\tw.Header().Set(\"Location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) getProductByID(w http.ResponseWriter, r *http.Request) {\n\tid := mux.Vars(r)[\"ids\"]\n\tif id == \"\" {\n\t\treturn\n\t}\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\treturn\n\t}\n\n\tjsonData, err := json.Marshal(p)\n\tif err != nil {\n\t\tfmt.Println(err)\n\t\treturn\n\t}\n\n\tw.Write(jsonData)\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) chatBotHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\ttype Response struct {\n\t\tMessage string `json:\"message\"`\n\t}\n\n\ttype LLMResponse struct {\n\t\tContent string `json:\"content\"`\n\t\tDetails map[string]any `json:\"details\"`\n\t}\n\n\tvar response LLMResponse\n\n\turl := \"http://\" + fe.shoppingAssistantSvcAddr\n\treq, err := http.NewRequest(http.MethodPost, url, r.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to create request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\treq.Header.Set(\"Content-Type\", \"application/json\")\n\treq.Header.Set(\"Accept\", \"application/json\")\n\tres, err := http.DefaultClient.Do(req)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to send request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tbody, err := io.ReadAll(res.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to read response\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tfmt.Printf(\"%+v\\n\", body)\n\tfmt.Printf(\"%+v\\n\", res)\n\n\terr = json.Unmarshal(body, &response)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to unmarshal body\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// respond with the same message\n\tjson.NewEncoder(w).Encode(Response{Message: response.Content})\n\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) setCurrencyHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tcur := r.FormValue(\"currency_code\")\n\tpayload := validator.SetCurrencyPayload{Currency: cur}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"curr.new\", payload.Currency).WithField(\"curr.old\", currentCurrency(r)).\n\t\tDebug(\"setting currency\")\n\n\tif payload.Currency != \"\" {\n\t\thttp.SetCookie(w, &http.Cookie{\n\t\t\tName: cookieCurrency,\n\t\t\tValue: payload.Currency,\n\t\t\tMaxAge: cookieMaxAge,\n\t\t})\n\t}\n\treferer := r.Header.Get(\"referer\")\n\tif referer == \"\" {\n\t\treferer = baseUrl + \"/\"\n\t}\n\tw.Header().Set(\"Location\", referer)\n\tw.WriteHeader(http.StatusFound)\n}\n\n// chooseAd queries for advertisements available and randomly chooses one, if\n// available. It ignores the error retrieving the ad since it is not critical.\nfunc (fe *frontendServer) chooseAd(ctx context.Context, ctxKeys []string, log logrus.FieldLogger) *pb.Ad {\n\tads, err := fe.getAd(ctx, ctxKeys)\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to retrieve ads\")\n\t\treturn nil\n\t}\n\tstart := time.Now()\n\tfor {\n\t\tif time.Now().Sub(start) > 800*time.Millisecond {\n\t\t\tbreak\n\t\t}\n\t}\n\treturn ads[rand.Intn(len(ads))]\n}\n\nfunc renderHTTPError(log logrus.FieldLogger, r *http.Request, w http.ResponseWriter, err error, code int) {\n\tlog.WithField(\"error\", err).Error(\"request error\")\n\terrMsg := fmt.Sprintf(\"%+v\", err)\n\n\tw.WriteHeader(code)\n\n\tif templateErr := templates.ExecuteTemplate(w, \"error\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"error\": errMsg,\n\t\t\"status_code\": code,\n\t\t\"status\": http.StatusText(code),\n\t})); templateErr != nil {\n\t\tlog.Println(templateErr)\n\t}\n}\n\nfunc injectCommonTemplateData(r *http.Request, payload map[string]interface{}) map[string]interface{} {\n\tdata := map[string]interface{}{\n\t\t\"session_id\": sessionID(r),\n\t\t\"request_id\": r.Context().Value(ctxKeyRequestID{}),\n\t\t\"user_currency\": currentCurrency(r),\n\t\t\"platform_css\": plat.css,\n\t\t\"platform_name\": plat.provider,\n\t\t\"is_cymbal_brand\": isCymbalBrand,\n\t\t\"assistant_enabled\": assistantEnabled,\n\t\t\"deploymentDetails\": deploymentDetailsMap,\n\t\t\"frontendMessage\": frontendMessage,\n\t\t\"currentYear\": time.Now().Year(),\n\t\t\"baseUrl\": baseUrl,\n\t}\n\n\tfor k, v := range payload {\n\t\tdata[k] = v\n\t}\n\n\treturn data\n}\n\nfunc currentCurrency(r *http.Request) string {\n\tc, _ := r.Cookie(cookieCurrency)\n\tif c != nil {\n\t\treturn c.Value\n\t}\n\treturn defaultCurrency\n}\n\nfunc sessionID(r *http.Request) string {\n\tv := r.Context().Value(ctxKeySessionID{})\n\tif v != nil {\n\t\treturn v.(string)\n\t}\n\treturn \"\"\n}\n\nfunc cartIDs(c []*pb.CartItem) []string {\n\tout := make([]string, len(c))\n\tfor i, v := range c {\n\t\tout[i] = v.GetProductId()\n\t}\n\treturn out\n}\n\n// get total # of items in cart\nfunc cartSize(c []*pb.CartItem) int {\n\tcartSize := 0\n\tfor _, item := range c {\n\t\tcartSize += int(item.GetQuantity())\n\t}\n\treturn cartSize\n}\n\nfunc renderMoney(money pb.Money) string {\n\tcurrencyLogo := renderCurrencyLogo(money.GetCurrencyCode())\n\treturn fmt.Sprintf(\"%s%d.%02d\", currencyLogo, money.GetUnits(), money.GetNanos()/10000000)\n}\n\nfunc renderCurrencyLogo(currencyCode string) string {\n\tlogos := map[string]string{\n\t\t\"USD\": \"$\",\n\t\t\"CAD\": \"$\",\n\t\t\"JPY\": \"¥\",\n\t\t\"EUR\": \"€\",\n\t\t\"TRY\": \"₺\",\n\t\t\"GBP\": \"£\",\n\t}\n\n\tlogo := \"$\" //default\n\tif val, ok := logos[currencyCode]; ok {\n\t\tlogo = val\n\t}\n\treturn logo\n}\n\nfunc stringinSlice(slice []string, val string) bool {\n\tfor _, item := range slice {\n\t\tif item == val {\n\t\t\treturn true\n\t\t}\n\t}\n\treturn false\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/35/path2.json b/golden-trajectory/boutique/codedefect/35/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..5eb402a85a97f299fd9452e4ead73f33278dfc8a --- /dev/null +++ b/golden-trajectory/boutique/codedefect/35/path2.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "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-m49tv 2/2 Running 0 5m47s\ncartservice-7c5f46fc47-hc2fp 2/2 Running 0 5m48s\ncheckoutservice-5b97d6df88-lvgtr 2/2 Running 0 5m48s\ncurrencyservice-5bc9dbdf66-25rnr 2/2 Running 0 5m47s\nemailservice-c86b9b8f6-fmhlc 2/2 Running 0 5m48s\nfrontend-7bd85c875b-cdkx4 2/2 Running 0 2m26s\npaymentservice-64b6c744b5-w29wn 2/2 Running 0 5m48s\nproductcatalogservice-5677b598bd-gbwh6 2/2 Running 0 5m47s\nrecommendationservice-786899779d-vfgtl 2/2 Running 0 5m47s\nredis-cart-64b9db6f79-69k76 2/2 Running 0 5m47s\nshippingservice-799cbfbc76-cv4rm 2/2 Running 0 5m48s" + }, + { + "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 10.68.146.121 9555/TCP 5m51s\ncartservice ClusterIP 10.68.190.74 7070/TCP 5m52s\ncheckoutservice ClusterIP 10.68.6.37 5050/TCP 5m52s\ncurrencyservice ClusterIP 10.68.35.153 7000/TCP 5m51s\nemailservice ClusterIP 10.68.112.93 5000/TCP 5m52s\nfrontend ClusterIP 10.68.213.16 80/TCP 5m50s\nfrontend-external NodePort 10.68.110.177 80:30080/TCP 5m50s\npaymentservice ClusterIP 10.68.101.204 50051/TCP 5m52s\nproductcatalogservice ClusterIP 10.68.251.216 3550/TCP 5m51s\nrecommendationservice ClusterIP 10.68.107.68 8080/TCP 5m51s\nredis-cart ClusterIP 10.68.118.211 6379/TCP 5m51s\nshippingservice ClusterIP 10.68.55.24 50051/TCP 5m52s" + }, + { + "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 11:40:25 ~ 2026-05-19 11:43:00', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=1.204s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.01 cores -> Current=0.13 cores (+1506.3%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=24.73ms -> Current=2235.31ms (+8939.2%) | Peak=2668.65ms | p90latency: Normal=215.69ms -> Current=4364.88ms (+1923.6%) | Peak=4533.73ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-19 11:40:25 ~ 2026-05-19 11:43:00', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=4.22% -> Current=6.43% (+52.2%)']}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 13, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}, {'request_method': 'GET', 'business_action': 'Browse home page', 'entry_service': 'frontend', 'url': '/', 'occurrences': 12, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 3337,\n \"total_errors\": 240,\n \"total_error_ratio\": 0.0719,\n \"patterns\": [\n {\n \"count\": 229,\n \"ratio\": 0.0686,\n \"sample\": \"2026-05-19T11:43:14.915901869+08:00 {\\\"error\\\":\\\"failed to get ads: rpc error: code = DeadlineExceeded desc = context deadline exceeded\\\",\\\"http.req.id\\\":\\\"71710822-f488-470c-9775-3afabde032d9\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"failed to retrieve ads\\\",\\\"session\\\":\\\"00b62537-145a-495d-92fb-af54b549d77c\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-19T03:43:14.915770085Z\\\"}\"\n },\n {\n \"count\": 4,\n \"ratio\": 0.0012,\n \"sample\": \"2026-05-19T11:43:15.316258201+08:00 {\\\"http.req.id\\\":\\\"1511a3d3-683a-45d6-a1e1-0eea16450a82\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"write tcp 172.20.1.90:8080-\\\\u003e127.0.0.6:33869: write: broken pipe\\\",\\\"session\\\":\\\"dcd93614-41c5-43f6-a570-d7c14f6262c7\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T03:43:15.316152469Z\\\"}\"\n },\n {\n \"count\": 2,\n \"ratio\": 0.0006,\n \"sample\": \"2026-05-19T11:43:15.116413331+08:00 {\\\"error\\\":\\\"failed to do currency conversion for product 9SIQT8TOJO: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"e33b96ec-7d66-44e1-8dda-a97cbb56ac9b\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"ee1d56e4-bbcf-4049-9207-2be15eb7f8c4\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T03:43:15.116383555Z\\\"}\"\n },\n {\n \"count\": 2,\n \"ratio\": 0.0006,\n \"sample\": \"2026-05-19T11:43:15.116118579+08:00 {\\\"error\\\":\\\"failed to get recommended product info (#9SIQT8TOJO): rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"6d7c16a7-7836-43ac-808c-a3e7f23ef9ff\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/OLJCESPC7Z\\\",\\\"message\\\":\\\"failed to get product recommendations\\\",\\\"session\\\":\\\"9423711f-6af0-46e9-a53d-84660686785a\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-19T03:43:15.115854933Z\\\"}\"\n },\n {\n \"count\": 2,\n \"ratio\": 0.0006,\n \"sample\": \"2026-05-19T11:43:15.116144507+08:00 {\\\"error\\\":\\\"failed to get ads: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"6d7c16a7-7836-43ac-808c-a3e7f23ef9ff\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/OLJCESPC7Z\\\",\\\"message\\\":\\\"failed to retrieve ads\\\",\\\"session\\\":\\\"9423711f-6af0-46e9-a53d-84660686785a\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-19T03:43:15.116123763Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0003,\n \"sample\": \"2026-05-19T11:43:15.015972017+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"686320b3-e6dc-4418-8070-c3a5bbd7a1dc\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/2ZYFJ3GM2N\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"48f69565-c22f-442a-8526-17f303bda813\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T03:43:15.015921432Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'frontend'}", + "output": "{\n \"service\": \"frontend\",\n \"root\": \"code/frontend\",\n \"files\": [\n {\n \"path\": \"deployment_details.go\",\n \"description\": \"frontend deployment metadata helpers exposed to templates and diagnostics.\"\n },\n {\n \"path\": \"handlers.go\",\n \"description\": \"HTTP request handlers for home, product, cart, checkout, currency, assistant, and ad selection flows.\"\n },\n {\n \"path\": \"main.go\",\n \"description\": \"frontend process entrypoint, environment configuration, backend gRPC connections, HTTP route registration, and observability setup.\"\n },\n {\n \"path\": \"middleware.go\",\n \"description\": \"frontend HTTP middleware for request logging and trace context handling.\"\n },\n {\n \"path\": \"money/money.go\",\n \"description\": \"money formatting and arithmetic helpers used by frontend page rendering.\"\n },\n {\n \"path\": \"packaging_info.go\",\n \"description\": \"optional packaging service integration helpers used by product pages.\"\n },\n {\n \"path\": \"rpc.go\",\n \"description\": \"frontend backend RPC client wrappers for product catalog, cart, recommendation, shipping, currency, checkout, and ads.\"\n },\n {\n \"path\": \"validator/validator.go\",\n \"description\": \"request payload structs and validation helpers for cart, checkout, and currency forms.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'frontend', file_path: 'handlers.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\"encoding/json\"\n\t\"fmt\"\n\t\"html/template\"\n\t\"io\"\n\t\"math/rand\"\n\t\"net\"\n\t\"net/http\"\n\t\"os\"\n\t\"strconv\"\n\t\"strings\"\n\t\"time\"\n\n\t\"github.com/gorilla/mux\"\n\t\"github.com/pkg/errors\"\n\t\"github.com/sirupsen/logrus\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/genproto\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/money\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/validator\"\n)\n\ntype platformDetails struct {\n\tcss string\n\tprovider string\n}\n\nvar (\n\tfrontendMessage = strings.TrimSpace(os.Getenv(\"FRONTEND_MESSAGE\"))\n\tisCymbalBrand = \"true\" == strings.ToLower(os.Getenv(\"CYMBAL_BRANDING\"))\n\tassistantEnabled = \"true\" == strings.ToLower(os.Getenv(\"ENABLE_ASSISTANT\"))\n\ttemplates = template.Must(template.New(\"\").\n\t\t\t\tFuncs(template.FuncMap{\n\t\t\t\"renderMoney\": renderMoney,\n\t\t\t\"renderCurrencyLogo\": renderCurrencyLogo,\n\t\t}).ParseGlob(\"templates/*.html\"))\n\tplat platformDetails\n)\n\nvar validEnvs = []string{\"local\", \"gcp\", \"azure\", \"aws\", \"onprem\", \"alibaba\"}\n\nfunc (fe *frontendServer) homeHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.WithField(\"currency\", currentCurrency(r)).Info(\"home\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tproducts, err := fe.getProducts(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve products\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype productView struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}\n\tps := make([]productView, len(products))\n\tfor i, p := range products {\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"failed to do currency conversion for product %s\", p.GetId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tps[i] = productView{p, price}\n\t}\n\n\t// Set ENV_PLATFORM (default to local if not set; use env var if set; otherwise detect GCP, which overrides env)_\n\tvar env = os.Getenv(\"ENV_PLATFORM\")\n\t// Only override from env variable if set + valid env\n\tif env == \"\" || stringinSlice(validEnvs, env) == false {\n\t\tfmt.Println(\"env platform is either empty or invalid\")\n\t\tenv = \"local\"\n\t}\n\t// Autodetect GCP\n\taddrs, err := net.LookupHost(\"metadata.google.internal.\")\n\tif err == nil && len(addrs) >= 0 {\n\t\tlog.Debugf(\"Detected Google metadata server: %v, setting ENV_PLATFORM to GCP.\", addrs)\n\t\tenv = \"gcp\"\n\t}\n\n\tlog.Debugf(\"ENV_PLATFORM is: %s\", env)\n\tplat = platformDetails{}\n\tplat.setPlatformDetails(strings.ToLower(env))\n\n\tif err := templates.ExecuteTemplate(w, \"home\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"products\": ps,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"banner_color\": os.Getenv(\"BANNER_COLOR\"), // illustrates canary deployments\n\t\t\"ad\": fe.chooseAd(r.Context(), []string{}, log),\n\t})); err != nil {\n\t\tlog.Error(err)\n\t}\n}\n\nfunc (plat *platformDetails) setPlatformDetails(env string) {\n\tif env == \"aws\" {\n\t\tplat.provider = \"AWS\"\n\t\tplat.css = \"aws-platform\"\n\t} else if env == \"onprem\" {\n\t\tplat.provider = \"On-Premises\"\n\t\tplat.css = \"onprem-platform\"\n\t} else if env == \"azure\" {\n\t\tplat.provider = \"Azure\"\n\t\tplat.css = \"azure-platform\"\n\t} else if env == \"gcp\" {\n\t\tplat.provider = \"Google Cloud\"\n\t\tplat.css = \"gcp-platform\"\n\t} else if env == \"alibaba\" {\n\t\tplat.provider = \"Alibaba Cloud\"\n\t\tplat.css = \"alibaba-platform\"\n\t} else {\n\t\tplat.provider = \"local\"\n\t\tplat.css = \"local\"\n\t}\n}\n\nfunc (fe *frontendServer) productHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tid := mux.Vars(r)[\"id\"]\n\tif id == \"\" {\n\t\trenderHTTPError(log, r, w, errors.New(\"product id not specified\"), http.StatusBadRequest)\n\t\treturn\n\t}\n\tlog.WithField(\"id\", id).WithField(\"currency\", currentCurrency(r)).\n\t\tDebug(\"serving product page\")\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to convert currency\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), []string{id})\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tproduct := struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}{p, price}\n\n\t// Fetch packaging info (weight/dimensions) of the product\n\t// The packaging service is an optional microservice you can run as part of a Google Cloud demo.\n\tvar packagingInfo *PackagingInfo = nil\n\tif isPackagingServiceConfigured() {\n\t\tpackagingInfo, err = httpGetPackagingInfo(id)\n\t\tif err != nil {\n\t\t\tfmt.Println(\"Failed to obtain product's packaging info:\", err)\n\t\t}\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"product\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"ad\": fe.chooseAd(r.Context(), p.Categories, log),\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"product\": product,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"packagingInfo\": packagingInfo,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) addToCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tquantity, _ := strconv.ParseUint(r.FormValue(\"quantity\"), 10, 32)\n\tproductID := r.FormValue(\"product_id\")\n\tpayload := validator.AddToCartPayload{\n\t\tQuantity: quantity,\n\t\tProductID: productID,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"product\", payload.ProductID).WithField(\"quantity\", payload.Quantity).Debug(\"adding to cart\")\n\n\tp, err := fe.getProduct(r.Context(), payload.ProductID)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := fe.insertCart(r.Context(), sessionID(r), p.GetId(), int32(payload.Quantity)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to add to cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/cart\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) emptyCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"emptying cart\")\n\n\tif err := fe.emptyCart(r.Context(), sessionID(r)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to empty cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) viewCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"view user cart\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), cartIDs(cart))\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tshippingCost, err := fe.getShippingQuote(r.Context(), cart, currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to get shipping quote\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype cartItemView struct {\n\t\tItem *pb.Product\n\t\tQuantity int32\n\t\tPrice *pb.Money\n\t}\n\titems := make([]cartItemView, len(cart))\n\ttotalPrice := pb.Money{CurrencyCode: currentCurrency(r)}\n\tfor i, item := range cart {\n\t\tp, err := fe.getProduct(r.Context(), item.GetProductId())\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not retrieve product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not convert currency for product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\n\t\tmultPrice := money.MultiplySlow(*price, uint32(item.GetQuantity()))\n\t\titems[i] = cartItemView{\n\t\t\tItem: p,\n\t\t\tQuantity: item.GetQuantity(),\n\t\t\tPrice: &multPrice}\n\t\ttotalPrice = money.Must(money.Sum(totalPrice, multPrice))\n\t}\n\ttotalPrice = money.Must(money.Sum(totalPrice, *shippingCost))\n\tyear := time.Now().Year()\n\n\tif err := templates.ExecuteTemplate(w, \"cart\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"currencies\": currencies,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"shipping_cost\": shippingCost,\n\t\t\"show_currency\": true,\n\t\t\"total_cost\": totalPrice,\n\t\t\"items\": items,\n\t\t\"expiration_years\": []int{year, year + 1, year + 2, year + 3, year + 4},\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) placeOrderHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"placing order\")\n\n\tvar (\n\t\temail = r.FormValue(\"email\")\n\t\tstreetAddress = r.FormValue(\"street_address\")\n\t\tzipCode, _ = strconv.ParseInt(r.FormValue(\"zip_code\"), 10, 32)\n\t\tcity = r.FormValue(\"city\")\n\t\tstate = r.FormValue(\"state\")\n\t\tcountry = r.FormValue(\"country\")\n\t\tccNumber = r.FormValue(\"credit_card_number\")\n\t\tccMonth, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_month\"), 10, 32)\n\t\tccYear, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_year\"), 10, 32)\n\t\tccCVV, _ = strconv.ParseInt(r.FormValue(\"credit_card_cvv\"), 10, 32)\n\t)\n\n\tpayload := validator.PlaceOrderPayload{\n\t\tEmail: email,\n\t\tStreetAddress: streetAddress,\n\t\tZipCode: zipCode,\n\t\tCity: city,\n\t\tState: state,\n\t\tCountry: country,\n\t\tCcNumber: ccNumber,\n\t\tCcMonth: ccMonth,\n\t\tCcYear: ccYear,\n\t\tCcCVV: ccCVV,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\n\torder, err := pb.NewCheckoutServiceClient(fe.checkoutSvcConn).\n\t\tPlaceOrder(r.Context(), &pb.PlaceOrderRequest{\n\t\t\tEmail: payload.Email,\n\t\t\tCreditCard: &pb.CreditCardInfo{\n\t\t\t\tCreditCardNumber: payload.CcNumber,\n\t\t\t\tCreditCardExpirationMonth: int32(payload.CcMonth),\n\t\t\t\tCreditCardExpirationYear: int32(payload.CcYear),\n\t\t\t\tCreditCardCvv: int32(payload.CcCVV)},\n\t\t\tUserId: sessionID(r),\n\t\t\tUserCurrency: currentCurrency(r),\n\t\t\tAddress: &pb.Address{\n\t\t\t\tStreetAddress: payload.StreetAddress,\n\t\t\t\tCity: payload.City,\n\t\t\t\tState: payload.State,\n\t\t\t\tZipCode: int32(payload.ZipCode),\n\t\t\t\tCountry: payload.Country},\n\t\t})\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to complete the order\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tlog.WithField(\"order\", order.GetOrder().GetOrderId()).Info(\"order placed\")\n\n\torder.GetOrder().GetItems()\n\trecommendations, _ := fe.getRecommendations(r.Context(), sessionID(r), nil)\n\n\ttotalPaid := *order.GetOrder().GetShippingCost()\n\tfor _, v := range order.GetOrder().GetItems() {\n\t\tmultPrice := money.MultiplySlow(*v.GetCost(), uint32(v.GetItem().GetQuantity()))\n\t\ttotalPaid = money.Must(money.Sum(totalPaid, multPrice))\n\t}\n\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"order\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t\t\"order\": order.GetOrder(),\n\t\t\"total_paid\": &totalPaid,\n\t\t\"recommendations\": recommendations,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) assistantHandler(w http.ResponseWriter, r *http.Request) {\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"assistant\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) logoutHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"logging out\")\n\tfor _, c := range r.Cookies() {\n\t\tc.Expires = time.Now().Add(-time.Hour * 24 * 365)\n\t\tc.MaxAge = -1\n\t\thttp.SetCookie(w, c)\n\t}\n\tw.Header().Set(\"Location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) getProductByID(w http.ResponseWriter, r *http.Request) {\n\tid := mux.Vars(r)[\"ids\"]\n\tif id == \"\" {\n\t\treturn\n\t}\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\treturn\n\t}\n\n\tjsonData, err := json.Marshal(p)\n\tif err != nil {\n\t\tfmt.Println(err)\n\t\treturn\n\t}\n\n\tw.Write(jsonData)\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) chatBotHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\ttype Response struct {\n\t\tMessage string `json:\"message\"`\n\t}\n\n\ttype LLMResponse struct {\n\t\tContent string `json:\"content\"`\n\t\tDetails map[string]any `json:\"details\"`\n\t}\n\n\tvar response LLMResponse\n\n\turl := \"http://\" + fe.shoppingAssistantSvcAddr\n\treq, err := http.NewRequest(http.MethodPost, url, r.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to create request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\treq.Header.Set(\"Content-Type\", \"application/json\")\n\treq.Header.Set(\"Accept\", \"application/json\")\n\tres, err := http.DefaultClient.Do(req)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to send request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tbody, err := io.ReadAll(res.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to read response\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tfmt.Printf(\"%+v\\n\", body)\n\tfmt.Printf(\"%+v\\n\", res)\n\n\terr = json.Unmarshal(body, &response)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to unmarshal body\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// respond with the same message\n\tjson.NewEncoder(w).Encode(Response{Message: response.Content})\n\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) setCurrencyHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tcur := r.FormValue(\"currency_code\")\n\tpayload := validator.SetCurrencyPayload{Currency: cur}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"curr.new\", payload.Currency).WithField(\"curr.old\", currentCurrency(r)).\n\t\tDebug(\"setting currency\")\n\n\tif payload.Currency != \"\" {\n\t\thttp.SetCookie(w, &http.Cookie{\n\t\t\tName: cookieCurrency,\n\t\t\tValue: payload.Currency,\n\t\t\tMaxAge: cookieMaxAge,\n\t\t})\n\t}\n\treferer := r.Header.Get(\"referer\")\n\tif referer == \"\" {\n\t\treferer = baseUrl + \"/\"\n\t}\n\tw.Header().Set(\"Location\", referer)\n\tw.WriteHeader(http.StatusFound)\n}\n\n// chooseAd queries for advertisements available and randomly chooses one, if\n// available. It ignores the error retrieving the ad since it is not critical.\nfunc (fe *frontendServer) chooseAd(ctx context.Context, ctxKeys []string, log logrus.FieldLogger) *pb.Ad {\n\tads, err := fe.getAd(ctx, ctxKeys)\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to retrieve ads\")\n\t\treturn nil\n\t}\n\tstart := time.Now()\n\tfor {\n\t\tif time.Now().Sub(start) > 800*time.Millisecond {\n\t\t\tbreak\n\t\t}\n\t}\n\treturn ads[rand.Intn(len(ads))]\n}\n\nfunc renderHTTPError(log logrus.FieldLogger, r *http.Request, w http.ResponseWriter, err error, code int) {\n\tlog.WithField(\"error\", err).Error(\"request error\")\n\terrMsg := fmt.Sprintf(\"%+v\", err)\n\n\tw.WriteHeader(code)\n\n\tif templateErr := templates.ExecuteTemplate(w, \"error\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"error\": errMsg,\n\t\t\"status_code\": code,\n\t\t\"status\": http.StatusText(code),\n\t})); templateErr != nil {\n\t\tlog.Println(templateErr)\n\t}\n}\n\nfunc injectCommonTemplateData(r *http.Request, payload map[string]interface{}) map[string]interface{} {\n\tdata := map[string]interface{}{\n\t\t\"session_id\": sessionID(r),\n\t\t\"request_id\": r.Context().Value(ctxKeyRequestID{}),\n\t\t\"user_currency\": currentCurrency(r),\n\t\t\"platform_css\": plat.css,\n\t\t\"platform_name\": plat.provider,\n\t\t\"is_cymbal_brand\": isCymbalBrand,\n\t\t\"assistant_enabled\": assistantEnabled,\n\t\t\"deploymentDetails\": deploymentDetailsMap,\n\t\t\"frontendMessage\": frontendMessage,\n\t\t\"currentYear\": time.Now().Year(),\n\t\t\"baseUrl\": baseUrl,\n\t}\n\n\tfor k, v := range payload {\n\t\tdata[k] = v\n\t}\n\n\treturn data\n}\n\nfunc currentCurrency(r *http.Request) string {\n\tc, _ := r.Cookie(cookieCurrency)\n\tif c != nil {\n\t\treturn c.Value\n\t}\n\treturn defaultCurrency\n}\n\nfunc sessionID(r *http.Request) string {\n\tv := r.Context().Value(ctxKeySessionID{})\n\tif v != nil {\n\t\treturn v.(string)\n\t}\n\treturn \"\"\n}\n\nfunc cartIDs(c []*pb.CartItem) []string {\n\tout := make([]string, len(c))\n\tfor i, v := range c {\n\t\tout[i] = v.GetProductId()\n\t}\n\treturn out\n}\n\n// get total # of items in cart\nfunc cartSize(c []*pb.CartItem) int {\n\tcartSize := 0\n\tfor _, item := range c {\n\t\tcartSize += int(item.GetQuantity())\n\t}\n\treturn cartSize\n}\n\nfunc renderMoney(money pb.Money) string {\n\tcurrencyLogo := renderCurrencyLogo(money.GetCurrencyCode())\n\treturn fmt.Sprintf(\"%s%d.%02d\", currencyLogo, money.GetUnits(), money.GetNanos()/10000000)\n}\n\nfunc renderCurrencyLogo(currencyCode string) string {\n\tlogos := map[string]string{\n\t\t\"USD\": \"$\",\n\t\t\"CAD\": \"$\",\n\t\t\"JPY\": \"¥\",\n\t\t\"EUR\": \"€\",\n\t\t\"TRY\": \"₺\",\n\t\t\"GBP\": \"£\",\n\t}\n\n\tlogo := \"$\" //default\n\tif val, ok := logos[currencyCode]; ok {\n\t\tlogo = val\n\t}\n\treturn logo\n}\n\nfunc stringinSlice(slice []string, val string) bool {\n\tfor _, item := range slice {\n\t\tif item == val {\n\t\t\treturn true\n\t\t}\n\t}\n\treturn false\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/36/path1.json b/golden-trajectory/boutique/codedefect/36/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..c9bbdfe2abc194357615f38a7b8d8b224004523e --- /dev/null +++ b/golden-trajectory/boutique/codedefect/36/path1.json @@ -0,0 +1,40 @@ +{ + "statistics": { + "valid_tool_call_count": 5, + "total_trace_steps": 5, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "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-wdwsz 2/2 Running 0 5m48s\ncartservice-7c5f46fc47-pfdng 2/2 Running 0 5m47s\ncheckoutservice-5b97d6df88-bzgdz 2/2 Running 0 5m47s\ncurrencyservice-5bc9dbdf66-d2m8t 2/2 Running 0 5m48s\nemailservice-c86b9b8f6-2t6wp 2/2 Running 0 5m47s\nfrontend-7bd85c875b-kj66s 2/2 Running 0 2m27s\npaymentservice-64b6c744b5-r7ns4 2/2 Running 0 5m48s\nproductcatalogservice-5677b598bd-5jx68 2/2 Running 0 5m46s\nrecommendationservice-786899779d-vlt5g 2/2 Running 0 5m48s\nredis-cart-64b9db6f79-crqbg 2/2 Running 0 5m47s\nshippingservice-799cbfbc76-bxv7l 2/2 Running 0 5m46s" + }, + { + "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 10.68.103.3 9555/TCP 5m51s\ncartservice ClusterIP 10.68.4.136 7070/TCP 5m50s\ncheckoutservice ClusterIP 10.68.83.228 5050/TCP 5m50s\ncurrencyservice ClusterIP 10.68.157.124 7000/TCP 5m51s\nemailservice ClusterIP 10.68.4.233 5000/TCP 5m50s\nfrontend ClusterIP 10.68.128.2 80/TCP 5m49s\nfrontend-external NodePort 10.68.212.191 80:30080/TCP 5m49s\npaymentservice ClusterIP 10.68.222.59 50051/TCP 5m51s\nproductcatalogservice ClusterIP 10.68.44.13 3550/TCP 5m49s\nrecommendationservice ClusterIP 10.68.127.180 8080/TCP 5m51s\nredis-cart ClusterIP 10.68.24.97 6379/TCP 5m50s\nshippingservice ClusterIP 10.68.233.48 50051/TCP 5m49s" + }, + { + "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 13:59:04 ~ 2026-05-19 14:01:39', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=1.274s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.01 cores -> Current=0.14 cores (+1461.5%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=21.25ms -> Current=2175.53ms (+10137.8%) | Peak=2952.90ms | p90latency: Normal=230.50ms -> Current=4318.45ms (+1773.5%) | Peak=4590.58ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-19 13:59:04 ~ 2026-05-19 14:01:39', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=3.65% -> Current=6.08% (+66.6%)']}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 16, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}, {'request_method': 'GET', 'business_action': 'Browse home page', 'entry_service': 'frontend', 'url': '/', 'occurrences': 14, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}]}" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'frontend'}", + "output": "{\n \"service\": \"frontend\",\n \"root\": \"code/frontend\",\n \"files\": [\n {\n \"path\": \"deployment_details.go\",\n \"description\": \"frontend deployment metadata helpers exposed to templates and diagnostics.\"\n },\n {\n \"path\": \"handlers.go\",\n \"description\": \"HTTP request handlers for home, product, cart, checkout, currency, assistant, and ad selection flows.\"\n },\n {\n \"path\": \"main.go\",\n \"description\": \"frontend process entrypoint, environment configuration, backend gRPC connections, HTTP route registration, and observability setup.\"\n },\n {\n \"path\": \"middleware.go\",\n \"description\": \"frontend HTTP middleware for request logging and trace context handling.\"\n },\n {\n \"path\": \"money/money.go\",\n \"description\": \"money formatting and arithmetic helpers used by frontend page rendering.\"\n },\n {\n \"path\": \"packaging_info.go\",\n \"description\": \"optional packaging service integration helpers used by product pages.\"\n },\n {\n \"path\": \"rpc.go\",\n \"description\": \"frontend backend RPC client wrappers for product catalog, cart, recommendation, shipping, currency, checkout, and ads.\"\n },\n {\n \"path\": \"validator/validator.go\",\n \"description\": \"request payload structs and validation helpers for cart, checkout, and currency forms.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'frontend', file_path: 'handlers.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\"encoding/json\"\n\t\"fmt\"\n\t\"html/template\"\n\t\"io\"\n\t\"math/rand\"\n\t\"net\"\n\t\"net/http\"\n\t\"os\"\n\t\"strconv\"\n\t\"strings\"\n\t\"time\"\n\n\t\"github.com/gorilla/mux\"\n\t\"github.com/pkg/errors\"\n\t\"github.com/sirupsen/logrus\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/genproto\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/money\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/validator\"\n)\n\ntype platformDetails struct {\n\tcss string\n\tprovider string\n}\n\nvar (\n\tfrontendMessage = strings.TrimSpace(os.Getenv(\"FRONTEND_MESSAGE\"))\n\tisCymbalBrand = \"true\" == strings.ToLower(os.Getenv(\"CYMBAL_BRANDING\"))\n\tassistantEnabled = \"true\" == strings.ToLower(os.Getenv(\"ENABLE_ASSISTANT\"))\n\ttemplates = template.Must(template.New(\"\").\n\t\t\t\tFuncs(template.FuncMap{\n\t\t\t\"renderMoney\": renderMoney,\n\t\t\t\"renderCurrencyLogo\": renderCurrencyLogo,\n\t\t}).ParseGlob(\"templates/*.html\"))\n\tplat platformDetails\n)\n\nvar validEnvs = []string{\"local\", \"gcp\", \"azure\", \"aws\", \"onprem\", \"alibaba\"}\n\nfunc (fe *frontendServer) homeHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.WithField(\"currency\", currentCurrency(r)).Info(\"home\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tproducts, err := fe.getProducts(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve products\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype productView struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}\n\tps := make([]productView, len(products))\n\tfor i, p := range products {\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"failed to do currency conversion for product %s\", p.GetId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tps[i] = productView{p, price}\n\t}\n\n\t// Set ENV_PLATFORM (default to local if not set; use env var if set; otherwise detect GCP, which overrides env)_\n\tvar env = os.Getenv(\"ENV_PLATFORM\")\n\t// Only override from env variable if set + valid env\n\tif env == \"\" || stringinSlice(validEnvs, env) == false {\n\t\tfmt.Println(\"env platform is either empty or invalid\")\n\t\tenv = \"local\"\n\t}\n\t// Autodetect GCP\n\taddrs, err := net.LookupHost(\"metadata.google.internal.\")\n\tif err == nil && len(addrs) >= 0 {\n\t\tlog.Debugf(\"Detected Google metadata server: %v, setting ENV_PLATFORM to GCP.\", addrs)\n\t\tenv = \"gcp\"\n\t}\n\n\tlog.Debugf(\"ENV_PLATFORM is: %s\", env)\n\tplat = platformDetails{}\n\tplat.setPlatformDetails(strings.ToLower(env))\n\n\tif err := templates.ExecuteTemplate(w, \"home\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"products\": ps,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"banner_color\": os.Getenv(\"BANNER_COLOR\"), // illustrates canary deployments\n\t\t\"ad\": fe.chooseAd(r.Context(), []string{}, log),\n\t})); err != nil {\n\t\tlog.Error(err)\n\t}\n}\n\nfunc (plat *platformDetails) setPlatformDetails(env string) {\n\tif env == \"aws\" {\n\t\tplat.provider = \"AWS\"\n\t\tplat.css = \"aws-platform\"\n\t} else if env == \"onprem\" {\n\t\tplat.provider = \"On-Premises\"\n\t\tplat.css = \"onprem-platform\"\n\t} else if env == \"azure\" {\n\t\tplat.provider = \"Azure\"\n\t\tplat.css = \"azure-platform\"\n\t} else if env == \"gcp\" {\n\t\tplat.provider = \"Google Cloud\"\n\t\tplat.css = \"gcp-platform\"\n\t} else if env == \"alibaba\" {\n\t\tplat.provider = \"Alibaba Cloud\"\n\t\tplat.css = \"alibaba-platform\"\n\t} else {\n\t\tplat.provider = \"local\"\n\t\tplat.css = \"local\"\n\t}\n}\n\nfunc (fe *frontendServer) productHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tid := mux.Vars(r)[\"id\"]\n\tif id == \"\" {\n\t\trenderHTTPError(log, r, w, errors.New(\"product id not specified\"), http.StatusBadRequest)\n\t\treturn\n\t}\n\tlog.WithField(\"id\", id).WithField(\"currency\", currentCurrency(r)).\n\t\tDebug(\"serving product page\")\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to convert currency\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), []string{id})\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tproduct := struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}{p, price}\n\n\t// Fetch packaging info (weight/dimensions) of the product\n\t// The packaging service is an optional microservice you can run as part of a Google Cloud demo.\n\tvar packagingInfo *PackagingInfo = nil\n\tif isPackagingServiceConfigured() {\n\t\tpackagingInfo, err = httpGetPackagingInfo(id)\n\t\tif err != nil {\n\t\t\tfmt.Println(\"Failed to obtain product's packaging info:\", err)\n\t\t}\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"product\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"ad\": fe.chooseAd(r.Context(), p.Categories, log),\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"product\": product,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"packagingInfo\": packagingInfo,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) addToCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tquantity, _ := strconv.ParseUint(r.FormValue(\"quantity\"), 10, 32)\n\tproductID := r.FormValue(\"product_id\")\n\tpayload := validator.AddToCartPayload{\n\t\tQuantity: quantity,\n\t\tProductID: productID,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"product\", payload.ProductID).WithField(\"quantity\", payload.Quantity).Debug(\"adding to cart\")\n\n\tp, err := fe.getProduct(r.Context(), payload.ProductID)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := fe.insertCart(r.Context(), sessionID(r), p.GetId(), int32(payload.Quantity)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to add to cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/cart\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) emptyCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"emptying cart\")\n\n\tif err := fe.emptyCart(r.Context(), sessionID(r)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to empty cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) viewCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"view user cart\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), cartIDs(cart))\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tshippingCost, err := fe.getShippingQuote(r.Context(), cart, currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to get shipping quote\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype cartItemView struct {\n\t\tItem *pb.Product\n\t\tQuantity int32\n\t\tPrice *pb.Money\n\t}\n\titems := make([]cartItemView, len(cart))\n\ttotalPrice := pb.Money{CurrencyCode: currentCurrency(r)}\n\tfor i, item := range cart {\n\t\tp, err := fe.getProduct(r.Context(), item.GetProductId())\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not retrieve product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not convert currency for product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\n\t\tmultPrice := money.MultiplySlow(*price, uint32(item.GetQuantity()))\n\t\titems[i] = cartItemView{\n\t\t\tItem: p,\n\t\t\tQuantity: item.GetQuantity(),\n\t\t\tPrice: &multPrice}\n\t\ttotalPrice = money.Must(money.Sum(totalPrice, multPrice))\n\t}\n\ttotalPrice = money.Must(money.Sum(totalPrice, *shippingCost))\n\tyear := time.Now().Year()\n\n\tif err := templates.ExecuteTemplate(w, \"cart\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"currencies\": currencies,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"shipping_cost\": shippingCost,\n\t\t\"show_currency\": true,\n\t\t\"total_cost\": totalPrice,\n\t\t\"items\": items,\n\t\t\"expiration_years\": []int{year, year + 1, year + 2, year + 3, year + 4},\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) placeOrderHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"placing order\")\n\n\tvar (\n\t\temail = r.FormValue(\"email\")\n\t\tstreetAddress = r.FormValue(\"street_address\")\n\t\tzipCode, _ = strconv.ParseInt(r.FormValue(\"zip_code\"), 10, 32)\n\t\tcity = r.FormValue(\"city\")\n\t\tstate = r.FormValue(\"state\")\n\t\tcountry = r.FormValue(\"country\")\n\t\tccNumber = r.FormValue(\"credit_card_number\")\n\t\tccMonth, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_month\"), 10, 32)\n\t\tccYear, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_year\"), 10, 32)\n\t\tccCVV, _ = strconv.ParseInt(r.FormValue(\"credit_card_cvv\"), 10, 32)\n\t)\n\n\tpayload := validator.PlaceOrderPayload{\n\t\tEmail: email,\n\t\tStreetAddress: streetAddress,\n\t\tZipCode: zipCode,\n\t\tCity: city,\n\t\tState: state,\n\t\tCountry: country,\n\t\tCcNumber: ccNumber,\n\t\tCcMonth: ccMonth,\n\t\tCcYear: ccYear,\n\t\tCcCVV: ccCVV,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\n\torder, err := pb.NewCheckoutServiceClient(fe.checkoutSvcConn).\n\t\tPlaceOrder(r.Context(), &pb.PlaceOrderRequest{\n\t\t\tEmail: payload.Email,\n\t\t\tCreditCard: &pb.CreditCardInfo{\n\t\t\t\tCreditCardNumber: payload.CcNumber,\n\t\t\t\tCreditCardExpirationMonth: int32(payload.CcMonth),\n\t\t\t\tCreditCardExpirationYear: int32(payload.CcYear),\n\t\t\t\tCreditCardCvv: int32(payload.CcCVV)},\n\t\t\tUserId: sessionID(r),\n\t\t\tUserCurrency: currentCurrency(r),\n\t\t\tAddress: &pb.Address{\n\t\t\t\tStreetAddress: payload.StreetAddress,\n\t\t\t\tCity: payload.City,\n\t\t\t\tState: payload.State,\n\t\t\t\tZipCode: int32(payload.ZipCode),\n\t\t\t\tCountry: payload.Country},\n\t\t})\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to complete the order\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tlog.WithField(\"order\", order.GetOrder().GetOrderId()).Info(\"order placed\")\n\n\torder.GetOrder().GetItems()\n\trecommendations, _ := fe.getRecommendations(r.Context(), sessionID(r), nil)\n\n\ttotalPaid := *order.GetOrder().GetShippingCost()\n\tfor _, v := range order.GetOrder().GetItems() {\n\t\tmultPrice := money.MultiplySlow(*v.GetCost(), uint32(v.GetItem().GetQuantity()))\n\t\ttotalPaid = money.Must(money.Sum(totalPaid, multPrice))\n\t}\n\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"order\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t\t\"order\": order.GetOrder(),\n\t\t\"total_paid\": &totalPaid,\n\t\t\"recommendations\": recommendations,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) assistantHandler(w http.ResponseWriter, r *http.Request) {\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"assistant\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) logoutHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"logging out\")\n\tfor _, c := range r.Cookies() {\n\t\tc.Expires = time.Now().Add(-time.Hour * 24 * 365)\n\t\tc.MaxAge = -1\n\t\thttp.SetCookie(w, c)\n\t}\n\tw.Header().Set(\"Location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) getProductByID(w http.ResponseWriter, r *http.Request) {\n\tid := mux.Vars(r)[\"ids\"]\n\tif id == \"\" {\n\t\treturn\n\t}\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\treturn\n\t}\n\n\tjsonData, err := json.Marshal(p)\n\tif err != nil {\n\t\tfmt.Println(err)\n\t\treturn\n\t}\n\n\tw.Write(jsonData)\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) chatBotHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\ttype Response struct {\n\t\tMessage string `json:\"message\"`\n\t}\n\n\ttype LLMResponse struct {\n\t\tContent string `json:\"content\"`\n\t\tDetails map[string]any `json:\"details\"`\n\t}\n\n\tvar response LLMResponse\n\n\turl := \"http://\" + fe.shoppingAssistantSvcAddr\n\treq, err := http.NewRequest(http.MethodPost, url, r.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to create request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\treq.Header.Set(\"Content-Type\", \"application/json\")\n\treq.Header.Set(\"Accept\", \"application/json\")\n\tres, err := http.DefaultClient.Do(req)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to send request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tbody, err := io.ReadAll(res.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to read response\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tfmt.Printf(\"%+v\\n\", body)\n\tfmt.Printf(\"%+v\\n\", res)\n\n\terr = json.Unmarshal(body, &response)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to unmarshal body\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// respond with the same message\n\tjson.NewEncoder(w).Encode(Response{Message: response.Content})\n\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) setCurrencyHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tcur := r.FormValue(\"currency_code\")\n\tpayload := validator.SetCurrencyPayload{Currency: cur}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"curr.new\", payload.Currency).WithField(\"curr.old\", currentCurrency(r)).\n\t\tDebug(\"setting currency\")\n\n\tif payload.Currency != \"\" {\n\t\thttp.SetCookie(w, &http.Cookie{\n\t\t\tName: cookieCurrency,\n\t\t\tValue: payload.Currency,\n\t\t\tMaxAge: cookieMaxAge,\n\t\t})\n\t}\n\treferer := r.Header.Get(\"referer\")\n\tif referer == \"\" {\n\t\treferer = baseUrl + \"/\"\n\t}\n\tw.Header().Set(\"Location\", referer)\n\tw.WriteHeader(http.StatusFound)\n}\n\n// chooseAd queries for advertisements available and randomly chooses one, if\n// available. It ignores the error retrieving the ad since it is not critical.\nfunc (fe *frontendServer) chooseAd(ctx context.Context, ctxKeys []string, log logrus.FieldLogger) *pb.Ad {\n\tads, err := fe.getAd(ctx, ctxKeys)\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to retrieve ads\")\n\t\treturn nil\n\t}\n\tstart := time.Now()\n\tfor {\n\t\tif time.Now().Sub(start) > 800*time.Millisecond {\n\t\t\tbreak\n\t\t}\n\t}\n\treturn ads[rand.Intn(len(ads))]\n}\n\nfunc renderHTTPError(log logrus.FieldLogger, r *http.Request, w http.ResponseWriter, err error, code int) {\n\tlog.WithField(\"error\", err).Error(\"request error\")\n\terrMsg := fmt.Sprintf(\"%+v\", err)\n\n\tw.WriteHeader(code)\n\n\tif templateErr := templates.ExecuteTemplate(w, \"error\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"error\": errMsg,\n\t\t\"status_code\": code,\n\t\t\"status\": http.StatusText(code),\n\t})); templateErr != nil {\n\t\tlog.Println(templateErr)\n\t}\n}\n\nfunc injectCommonTemplateData(r *http.Request, payload map[string]interface{}) map[string]interface{} {\n\tdata := map[string]interface{}{\n\t\t\"session_id\": sessionID(r),\n\t\t\"request_id\": r.Context().Value(ctxKeyRequestID{}),\n\t\t\"user_currency\": currentCurrency(r),\n\t\t\"platform_css\": plat.css,\n\t\t\"platform_name\": plat.provider,\n\t\t\"is_cymbal_brand\": isCymbalBrand,\n\t\t\"assistant_enabled\": assistantEnabled,\n\t\t\"deploymentDetails\": deploymentDetailsMap,\n\t\t\"frontendMessage\": frontendMessage,\n\t\t\"currentYear\": time.Now().Year(),\n\t\t\"baseUrl\": baseUrl,\n\t}\n\n\tfor k, v := range payload {\n\t\tdata[k] = v\n\t}\n\n\treturn data\n}\n\nfunc currentCurrency(r *http.Request) string {\n\tc, _ := r.Cookie(cookieCurrency)\n\tif c != nil {\n\t\treturn c.Value\n\t}\n\treturn defaultCurrency\n}\n\nfunc sessionID(r *http.Request) string {\n\tv := r.Context().Value(ctxKeySessionID{})\n\tif v != nil {\n\t\treturn v.(string)\n\t}\n\treturn \"\"\n}\n\nfunc cartIDs(c []*pb.CartItem) []string {\n\tout := make([]string, len(c))\n\tfor i, v := range c {\n\t\tout[i] = v.GetProductId()\n\t}\n\treturn out\n}\n\n// get total # of items in cart\nfunc cartSize(c []*pb.CartItem) int {\n\tcartSize := 0\n\tfor _, item := range c {\n\t\tcartSize += int(item.GetQuantity())\n\t}\n\treturn cartSize\n}\n\nfunc renderMoney(money pb.Money) string {\n\tcurrencyLogo := renderCurrencyLogo(money.GetCurrencyCode())\n\treturn fmt.Sprintf(\"%s%d.%02d\", currencyLogo, money.GetUnits(), money.GetNanos()/10000000)\n}\n\nfunc renderCurrencyLogo(currencyCode string) string {\n\tlogos := map[string]string{\n\t\t\"USD\": \"$\",\n\t\t\"CAD\": \"$\",\n\t\t\"JPY\": \"¥\",\n\t\t\"EUR\": \"€\",\n\t\t\"TRY\": \"₺\",\n\t\t\"GBP\": \"£\",\n\t}\n\n\tlogo := \"$\" //default\n\tif val, ok := logos[currencyCode]; ok {\n\t\tlogo = val\n\t}\n\treturn logo\n}\n\nfunc stringinSlice(slice []string, val string) bool {\n\tfor _, item := range slice {\n\t\tif item == val {\n\t\t\treturn true\n\t\t}\n\t}\n\treturn false\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/36/path2.json b/golden-trajectory/boutique/codedefect/36/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..f159fee2beb370d328fc53f960ceb0e14325119b --- /dev/null +++ b/golden-trajectory/boutique/codedefect/36/path2.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "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-wdwsz 2/2 Running 0 5m48s\ncartservice-7c5f46fc47-pfdng 2/2 Running 0 5m47s\ncheckoutservice-5b97d6df88-bzgdz 2/2 Running 0 5m47s\ncurrencyservice-5bc9dbdf66-d2m8t 2/2 Running 0 5m48s\nemailservice-c86b9b8f6-2t6wp 2/2 Running 0 5m47s\nfrontend-7bd85c875b-kj66s 2/2 Running 0 2m27s\npaymentservice-64b6c744b5-r7ns4 2/2 Running 0 5m48s\nproductcatalogservice-5677b598bd-5jx68 2/2 Running 0 5m46s\nrecommendationservice-786899779d-vlt5g 2/2 Running 0 5m48s\nredis-cart-64b9db6f79-crqbg 2/2 Running 0 5m47s\nshippingservice-799cbfbc76-bxv7l 2/2 Running 0 5m46s" + }, + { + "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 10.68.103.3 9555/TCP 5m51s\ncartservice ClusterIP 10.68.4.136 7070/TCP 5m50s\ncheckoutservice ClusterIP 10.68.83.228 5050/TCP 5m50s\ncurrencyservice ClusterIP 10.68.157.124 7000/TCP 5m51s\nemailservice ClusterIP 10.68.4.233 5000/TCP 5m50s\nfrontend ClusterIP 10.68.128.2 80/TCP 5m49s\nfrontend-external NodePort 10.68.212.191 80:30080/TCP 5m49s\npaymentservice ClusterIP 10.68.222.59 50051/TCP 5m51s\nproductcatalogservice ClusterIP 10.68.44.13 3550/TCP 5m49s\nrecommendationservice ClusterIP 10.68.127.180 8080/TCP 5m51s\nredis-cart ClusterIP 10.68.24.97 6379/TCP 5m50s\nshippingservice ClusterIP 10.68.233.48 50051/TCP 5m49s" + }, + { + "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 13:59:04 ~ 2026-05-19 14:01:39', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=1.274s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.01 cores -> Current=0.14 cores (+1461.5%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=21.25ms -> Current=2175.53ms (+10137.8%) | Peak=2952.90ms | p90latency: Normal=230.50ms -> Current=4318.45ms (+1773.5%) | Peak=4590.58ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-19 13:59:04 ~ 2026-05-19 14:01:39', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=3.65% -> Current=6.08% (+66.6%)']}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 16, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}, {'request_method': 'GET', 'business_action': 'Browse home page', 'entry_service': 'frontend', 'url': '/', 'occurrences': 14, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 3310,\n \"total_errors\": 262,\n \"total_error_ratio\": 0.0792,\n \"patterns\": [\n {\n \"count\": 254,\n \"ratio\": 0.0767,\n \"sample\": \"2026-05-19T14:01:53.416259032+08:00 {\\\"error\\\":\\\"failed to get ads: rpc error: code = DeadlineExceeded desc = context deadline exceeded\\\",\\\"http.req.id\\\":\\\"36438392-45ad-4c7b-930e-ed11dba8e5ed\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/LS4PSXUNUM\\\",\\\"message\\\":\\\"failed to retrieve ads\\\",\\\"session\\\":\\\"06fe6d26-a311-42e6-aa5e-4f5791700de1\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-19T06:01:53.416175314Z\\\"}\"\n },\n {\n \"count\": 3,\n \"ratio\": 0.0009,\n \"sample\": \"2026-05-19T14:01:53.916784203+08:00 {\\\"error\\\":\\\"failed to do currency conversion for product 66VCHSJNUP: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"ee1223b6-43c1-40ae-bfa5-259870caac74\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"891768d3-1087-4027-94f7-f1237d5a1359\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T06:01:53.916731756Z\\\"}\"\n },\n {\n \"count\": 2,\n \"ratio\": 0.0006,\n \"sample\": \"2026-05-19T14:01:53.917060625+08:00 {\\\"error\\\":\\\"failed to get recommended product info (#OLJCESPC7Z): rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"bb31d7b8-7162-44b6-a823-94e14e4b9f0c\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/L9ECAV7KIM\\\",\\\"message\\\":\\\"failed to get product recommendations\\\",\\\"session\\\":\\\"ac564b11-71cc-4336-91f3-5ea89ce8119d\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-19T06:01:53.917017787Z\\\"}\"\n },\n {\n \"count\": 2,\n \"ratio\": 0.0006,\n \"sample\": \"2026-05-19T14:01:53.917099268+08:00 {\\\"error\\\":\\\"failed to get ads: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"bb31d7b8-7162-44b6-a823-94e14e4b9f0c\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/L9ECAV7KIM\\\",\\\"message\\\":\\\"failed to retrieve ads\\\",\\\"session\\\":\\\"ac564b11-71cc-4336-91f3-5ea89ce8119d\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-19T06:01:53.917050414Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0003,\n \"sample\": \"2026-05-19T14:01:54.522921169+08:00 {\\\"http.req.id\\\":\\\"c00d649a-81a0-4636-911b-29ae9dc12c82\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"write tcp 172.20.1.232:8080-\\\\u003e127.0.0.6:51885: write: broken pipe\\\",\\\"session\\\":\\\"c6e58736-fbf3-4f1a-8296-fd955ecd9299\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T06:01:54.522800958Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'frontend'}", + "output": "{\n \"service\": \"frontend\",\n \"root\": \"code/frontend\",\n \"files\": [\n {\n \"path\": \"deployment_details.go\",\n \"description\": \"frontend deployment metadata helpers exposed to templates and diagnostics.\"\n },\n {\n \"path\": \"handlers.go\",\n \"description\": \"HTTP request handlers for home, product, cart, checkout, currency, assistant, and ad selection flows.\"\n },\n {\n \"path\": \"main.go\",\n \"description\": \"frontend process entrypoint, environment configuration, backend gRPC connections, HTTP route registration, and observability setup.\"\n },\n {\n \"path\": \"middleware.go\",\n \"description\": \"frontend HTTP middleware for request logging and trace context handling.\"\n },\n {\n \"path\": \"money/money.go\",\n \"description\": \"money formatting and arithmetic helpers used by frontend page rendering.\"\n },\n {\n \"path\": \"packaging_info.go\",\n \"description\": \"optional packaging service integration helpers used by product pages.\"\n },\n {\n \"path\": \"rpc.go\",\n \"description\": \"frontend backend RPC client wrappers for product catalog, cart, recommendation, shipping, currency, checkout, and ads.\"\n },\n {\n \"path\": \"validator/validator.go\",\n \"description\": \"request payload structs and validation helpers for cart, checkout, and currency forms.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'frontend', file_path: 'handlers.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\"encoding/json\"\n\t\"fmt\"\n\t\"html/template\"\n\t\"io\"\n\t\"math/rand\"\n\t\"net\"\n\t\"net/http\"\n\t\"os\"\n\t\"strconv\"\n\t\"strings\"\n\t\"time\"\n\n\t\"github.com/gorilla/mux\"\n\t\"github.com/pkg/errors\"\n\t\"github.com/sirupsen/logrus\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/genproto\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/money\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/validator\"\n)\n\ntype platformDetails struct {\n\tcss string\n\tprovider string\n}\n\nvar (\n\tfrontendMessage = strings.TrimSpace(os.Getenv(\"FRONTEND_MESSAGE\"))\n\tisCymbalBrand = \"true\" == strings.ToLower(os.Getenv(\"CYMBAL_BRANDING\"))\n\tassistantEnabled = \"true\" == strings.ToLower(os.Getenv(\"ENABLE_ASSISTANT\"))\n\ttemplates = template.Must(template.New(\"\").\n\t\t\t\tFuncs(template.FuncMap{\n\t\t\t\"renderMoney\": renderMoney,\n\t\t\t\"renderCurrencyLogo\": renderCurrencyLogo,\n\t\t}).ParseGlob(\"templates/*.html\"))\n\tplat platformDetails\n)\n\nvar validEnvs = []string{\"local\", \"gcp\", \"azure\", \"aws\", \"onprem\", \"alibaba\"}\n\nfunc (fe *frontendServer) homeHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.WithField(\"currency\", currentCurrency(r)).Info(\"home\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tproducts, err := fe.getProducts(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve products\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype productView struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}\n\tps := make([]productView, len(products))\n\tfor i, p := range products {\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"failed to do currency conversion for product %s\", p.GetId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tps[i] = productView{p, price}\n\t}\n\n\t// Set ENV_PLATFORM (default to local if not set; use env var if set; otherwise detect GCP, which overrides env)_\n\tvar env = os.Getenv(\"ENV_PLATFORM\")\n\t// Only override from env variable if set + valid env\n\tif env == \"\" || stringinSlice(validEnvs, env) == false {\n\t\tfmt.Println(\"env platform is either empty or invalid\")\n\t\tenv = \"local\"\n\t}\n\t// Autodetect GCP\n\taddrs, err := net.LookupHost(\"metadata.google.internal.\")\n\tif err == nil && len(addrs) >= 0 {\n\t\tlog.Debugf(\"Detected Google metadata server: %v, setting ENV_PLATFORM to GCP.\", addrs)\n\t\tenv = \"gcp\"\n\t}\n\n\tlog.Debugf(\"ENV_PLATFORM is: %s\", env)\n\tplat = platformDetails{}\n\tplat.setPlatformDetails(strings.ToLower(env))\n\n\tif err := templates.ExecuteTemplate(w, \"home\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"products\": ps,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"banner_color\": os.Getenv(\"BANNER_COLOR\"), // illustrates canary deployments\n\t\t\"ad\": fe.chooseAd(r.Context(), []string{}, log),\n\t})); err != nil {\n\t\tlog.Error(err)\n\t}\n}\n\nfunc (plat *platformDetails) setPlatformDetails(env string) {\n\tif env == \"aws\" {\n\t\tplat.provider = \"AWS\"\n\t\tplat.css = \"aws-platform\"\n\t} else if env == \"onprem\" {\n\t\tplat.provider = \"On-Premises\"\n\t\tplat.css = \"onprem-platform\"\n\t} else if env == \"azure\" {\n\t\tplat.provider = \"Azure\"\n\t\tplat.css = \"azure-platform\"\n\t} else if env == \"gcp\" {\n\t\tplat.provider = \"Google Cloud\"\n\t\tplat.css = \"gcp-platform\"\n\t} else if env == \"alibaba\" {\n\t\tplat.provider = \"Alibaba Cloud\"\n\t\tplat.css = \"alibaba-platform\"\n\t} else {\n\t\tplat.provider = \"local\"\n\t\tplat.css = \"local\"\n\t}\n}\n\nfunc (fe *frontendServer) productHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tid := mux.Vars(r)[\"id\"]\n\tif id == \"\" {\n\t\trenderHTTPError(log, r, w, errors.New(\"product id not specified\"), http.StatusBadRequest)\n\t\treturn\n\t}\n\tlog.WithField(\"id\", id).WithField(\"currency\", currentCurrency(r)).\n\t\tDebug(\"serving product page\")\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to convert currency\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), []string{id})\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tproduct := struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}{p, price}\n\n\t// Fetch packaging info (weight/dimensions) of the product\n\t// The packaging service is an optional microservice you can run as part of a Google Cloud demo.\n\tvar packagingInfo *PackagingInfo = nil\n\tif isPackagingServiceConfigured() {\n\t\tpackagingInfo, err = httpGetPackagingInfo(id)\n\t\tif err != nil {\n\t\t\tfmt.Println(\"Failed to obtain product's packaging info:\", err)\n\t\t}\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"product\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"ad\": fe.chooseAd(r.Context(), p.Categories, log),\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"product\": product,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"packagingInfo\": packagingInfo,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) addToCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tquantity, _ := strconv.ParseUint(r.FormValue(\"quantity\"), 10, 32)\n\tproductID := r.FormValue(\"product_id\")\n\tpayload := validator.AddToCartPayload{\n\t\tQuantity: quantity,\n\t\tProductID: productID,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"product\", payload.ProductID).WithField(\"quantity\", payload.Quantity).Debug(\"adding to cart\")\n\n\tp, err := fe.getProduct(r.Context(), payload.ProductID)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := fe.insertCart(r.Context(), sessionID(r), p.GetId(), int32(payload.Quantity)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to add to cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/cart\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) emptyCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"emptying cart\")\n\n\tif err := fe.emptyCart(r.Context(), sessionID(r)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to empty cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) viewCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"view user cart\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), cartIDs(cart))\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tshippingCost, err := fe.getShippingQuote(r.Context(), cart, currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to get shipping quote\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype cartItemView struct {\n\t\tItem *pb.Product\n\t\tQuantity int32\n\t\tPrice *pb.Money\n\t}\n\titems := make([]cartItemView, len(cart))\n\ttotalPrice := pb.Money{CurrencyCode: currentCurrency(r)}\n\tfor i, item := range cart {\n\t\tp, err := fe.getProduct(r.Context(), item.GetProductId())\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not retrieve product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not convert currency for product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\n\t\tmultPrice := money.MultiplySlow(*price, uint32(item.GetQuantity()))\n\t\titems[i] = cartItemView{\n\t\t\tItem: p,\n\t\t\tQuantity: item.GetQuantity(),\n\t\t\tPrice: &multPrice}\n\t\ttotalPrice = money.Must(money.Sum(totalPrice, multPrice))\n\t}\n\ttotalPrice = money.Must(money.Sum(totalPrice, *shippingCost))\n\tyear := time.Now().Year()\n\n\tif err := templates.ExecuteTemplate(w, \"cart\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"currencies\": currencies,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"shipping_cost\": shippingCost,\n\t\t\"show_currency\": true,\n\t\t\"total_cost\": totalPrice,\n\t\t\"items\": items,\n\t\t\"expiration_years\": []int{year, year + 1, year + 2, year + 3, year + 4},\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) placeOrderHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"placing order\")\n\n\tvar (\n\t\temail = r.FormValue(\"email\")\n\t\tstreetAddress = r.FormValue(\"street_address\")\n\t\tzipCode, _ = strconv.ParseInt(r.FormValue(\"zip_code\"), 10, 32)\n\t\tcity = r.FormValue(\"city\")\n\t\tstate = r.FormValue(\"state\")\n\t\tcountry = r.FormValue(\"country\")\n\t\tccNumber = r.FormValue(\"credit_card_number\")\n\t\tccMonth, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_month\"), 10, 32)\n\t\tccYear, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_year\"), 10, 32)\n\t\tccCVV, _ = strconv.ParseInt(r.FormValue(\"credit_card_cvv\"), 10, 32)\n\t)\n\n\tpayload := validator.PlaceOrderPayload{\n\t\tEmail: email,\n\t\tStreetAddress: streetAddress,\n\t\tZipCode: zipCode,\n\t\tCity: city,\n\t\tState: state,\n\t\tCountry: country,\n\t\tCcNumber: ccNumber,\n\t\tCcMonth: ccMonth,\n\t\tCcYear: ccYear,\n\t\tCcCVV: ccCVV,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\n\torder, err := pb.NewCheckoutServiceClient(fe.checkoutSvcConn).\n\t\tPlaceOrder(r.Context(), &pb.PlaceOrderRequest{\n\t\t\tEmail: payload.Email,\n\t\t\tCreditCard: &pb.CreditCardInfo{\n\t\t\t\tCreditCardNumber: payload.CcNumber,\n\t\t\t\tCreditCardExpirationMonth: int32(payload.CcMonth),\n\t\t\t\tCreditCardExpirationYear: int32(payload.CcYear),\n\t\t\t\tCreditCardCvv: int32(payload.CcCVV)},\n\t\t\tUserId: sessionID(r),\n\t\t\tUserCurrency: currentCurrency(r),\n\t\t\tAddress: &pb.Address{\n\t\t\t\tStreetAddress: payload.StreetAddress,\n\t\t\t\tCity: payload.City,\n\t\t\t\tState: payload.State,\n\t\t\t\tZipCode: int32(payload.ZipCode),\n\t\t\t\tCountry: payload.Country},\n\t\t})\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to complete the order\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tlog.WithField(\"order\", order.GetOrder().GetOrderId()).Info(\"order placed\")\n\n\torder.GetOrder().GetItems()\n\trecommendations, _ := fe.getRecommendations(r.Context(), sessionID(r), nil)\n\n\ttotalPaid := *order.GetOrder().GetShippingCost()\n\tfor _, v := range order.GetOrder().GetItems() {\n\t\tmultPrice := money.MultiplySlow(*v.GetCost(), uint32(v.GetItem().GetQuantity()))\n\t\ttotalPaid = money.Must(money.Sum(totalPaid, multPrice))\n\t}\n\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"order\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t\t\"order\": order.GetOrder(),\n\t\t\"total_paid\": &totalPaid,\n\t\t\"recommendations\": recommendations,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) assistantHandler(w http.ResponseWriter, r *http.Request) {\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"assistant\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) logoutHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"logging out\")\n\tfor _, c := range r.Cookies() {\n\t\tc.Expires = time.Now().Add(-time.Hour * 24 * 365)\n\t\tc.MaxAge = -1\n\t\thttp.SetCookie(w, c)\n\t}\n\tw.Header().Set(\"Location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) getProductByID(w http.ResponseWriter, r *http.Request) {\n\tid := mux.Vars(r)[\"ids\"]\n\tif id == \"\" {\n\t\treturn\n\t}\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\treturn\n\t}\n\n\tjsonData, err := json.Marshal(p)\n\tif err != nil {\n\t\tfmt.Println(err)\n\t\treturn\n\t}\n\n\tw.Write(jsonData)\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) chatBotHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\ttype Response struct {\n\t\tMessage string `json:\"message\"`\n\t}\n\n\ttype LLMResponse struct {\n\t\tContent string `json:\"content\"`\n\t\tDetails map[string]any `json:\"details\"`\n\t}\n\n\tvar response LLMResponse\n\n\turl := \"http://\" + fe.shoppingAssistantSvcAddr\n\treq, err := http.NewRequest(http.MethodPost, url, r.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to create request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\treq.Header.Set(\"Content-Type\", \"application/json\")\n\treq.Header.Set(\"Accept\", \"application/json\")\n\tres, err := http.DefaultClient.Do(req)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to send request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tbody, err := io.ReadAll(res.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to read response\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tfmt.Printf(\"%+v\\n\", body)\n\tfmt.Printf(\"%+v\\n\", res)\n\n\terr = json.Unmarshal(body, &response)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to unmarshal body\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// respond with the same message\n\tjson.NewEncoder(w).Encode(Response{Message: response.Content})\n\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) setCurrencyHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tcur := r.FormValue(\"currency_code\")\n\tpayload := validator.SetCurrencyPayload{Currency: cur}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"curr.new\", payload.Currency).WithField(\"curr.old\", currentCurrency(r)).\n\t\tDebug(\"setting currency\")\n\n\tif payload.Currency != \"\" {\n\t\thttp.SetCookie(w, &http.Cookie{\n\t\t\tName: cookieCurrency,\n\t\t\tValue: payload.Currency,\n\t\t\tMaxAge: cookieMaxAge,\n\t\t})\n\t}\n\treferer := r.Header.Get(\"referer\")\n\tif referer == \"\" {\n\t\treferer = baseUrl + \"/\"\n\t}\n\tw.Header().Set(\"Location\", referer)\n\tw.WriteHeader(http.StatusFound)\n}\n\n// chooseAd queries for advertisements available and randomly chooses one, if\n// available. It ignores the error retrieving the ad since it is not critical.\nfunc (fe *frontendServer) chooseAd(ctx context.Context, ctxKeys []string, log logrus.FieldLogger) *pb.Ad {\n\tads, err := fe.getAd(ctx, ctxKeys)\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to retrieve ads\")\n\t\treturn nil\n\t}\n\tstart := time.Now()\n\tfor {\n\t\tif time.Now().Sub(start) > 800*time.Millisecond {\n\t\t\tbreak\n\t\t}\n\t}\n\treturn ads[rand.Intn(len(ads))]\n}\n\nfunc renderHTTPError(log logrus.FieldLogger, r *http.Request, w http.ResponseWriter, err error, code int) {\n\tlog.WithField(\"error\", err).Error(\"request error\")\n\terrMsg := fmt.Sprintf(\"%+v\", err)\n\n\tw.WriteHeader(code)\n\n\tif templateErr := templates.ExecuteTemplate(w, \"error\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"error\": errMsg,\n\t\t\"status_code\": code,\n\t\t\"status\": http.StatusText(code),\n\t})); templateErr != nil {\n\t\tlog.Println(templateErr)\n\t}\n}\n\nfunc injectCommonTemplateData(r *http.Request, payload map[string]interface{}) map[string]interface{} {\n\tdata := map[string]interface{}{\n\t\t\"session_id\": sessionID(r),\n\t\t\"request_id\": r.Context().Value(ctxKeyRequestID{}),\n\t\t\"user_currency\": currentCurrency(r),\n\t\t\"platform_css\": plat.css,\n\t\t\"platform_name\": plat.provider,\n\t\t\"is_cymbal_brand\": isCymbalBrand,\n\t\t\"assistant_enabled\": assistantEnabled,\n\t\t\"deploymentDetails\": deploymentDetailsMap,\n\t\t\"frontendMessage\": frontendMessage,\n\t\t\"currentYear\": time.Now().Year(),\n\t\t\"baseUrl\": baseUrl,\n\t}\n\n\tfor k, v := range payload {\n\t\tdata[k] = v\n\t}\n\n\treturn data\n}\n\nfunc currentCurrency(r *http.Request) string {\n\tc, _ := r.Cookie(cookieCurrency)\n\tif c != nil {\n\t\treturn c.Value\n\t}\n\treturn defaultCurrency\n}\n\nfunc sessionID(r *http.Request) string {\n\tv := r.Context().Value(ctxKeySessionID{})\n\tif v != nil {\n\t\treturn v.(string)\n\t}\n\treturn \"\"\n}\n\nfunc cartIDs(c []*pb.CartItem) []string {\n\tout := make([]string, len(c))\n\tfor i, v := range c {\n\t\tout[i] = v.GetProductId()\n\t}\n\treturn out\n}\n\n// get total # of items in cart\nfunc cartSize(c []*pb.CartItem) int {\n\tcartSize := 0\n\tfor _, item := range c {\n\t\tcartSize += int(item.GetQuantity())\n\t}\n\treturn cartSize\n}\n\nfunc renderMoney(money pb.Money) string {\n\tcurrencyLogo := renderCurrencyLogo(money.GetCurrencyCode())\n\treturn fmt.Sprintf(\"%s%d.%02d\", currencyLogo, money.GetUnits(), money.GetNanos()/10000000)\n}\n\nfunc renderCurrencyLogo(currencyCode string) string {\n\tlogos := map[string]string{\n\t\t\"USD\": \"$\",\n\t\t\"CAD\": \"$\",\n\t\t\"JPY\": \"¥\",\n\t\t\"EUR\": \"€\",\n\t\t\"TRY\": \"₺\",\n\t\t\"GBP\": \"£\",\n\t}\n\n\tlogo := \"$\" //default\n\tif val, ok := logos[currencyCode]; ok {\n\t\tlogo = val\n\t}\n\treturn logo\n}\n\nfunc stringinSlice(slice []string, val string) bool {\n\tfor _, item := range slice {\n\t\tif item == val {\n\t\t\treturn true\n\t\t}\n\t}\n\treturn false\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/37/path1.json b/golden-trajectory/boutique/codedefect/37/path1.json new file mode 100644 index 0000000000000000000000000000000000000000..0d07c06d8079cf29ead99083f4ea3a2878aad4f9 --- /dev/null +++ b/golden-trajectory/boutique/codedefect/37/path1.json @@ -0,0 +1,40 @@ +{ + "statistics": { + "valid_tool_call_count": 5, + "total_trace_steps": 5, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "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-vtrlw 2/2 Running 0 5m37s\ncartservice-7c5f46fc47-mwpnr 2/2 Running 0 5m39s\ncheckoutservice-5b97d6df88-4jtlz 2/2 Running 0 5m37s\ncurrencyservice-5bc9dbdf66-ghsst 2/2 Running 0 5m38s\nemailservice-c86b9b8f6-kbgj7 2/2 Running 0 5m38s\nfrontend-7bd85c875b-mtwzp 2/2 Running 0 2m26s\npaymentservice-64b6c744b5-mrqnp 2/2 Running 0 5m38s\nproductcatalogservice-5677b598bd-hkrxc 2/2 Running 0 5m36s\nrecommendationservice-786899779d-llf7w 2/2 Running 0 5m37s\nredis-cart-64b9db6f79-7npj4 2/2 Running 0 5m37s\nshippingservice-799cbfbc76-k2vf9 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 10.68.64.63 9555/TCP 5m40s\ncartservice ClusterIP 10.68.20.206 7070/TCP 5m42s\ncheckoutservice ClusterIP 10.68.157.107 5050/TCP 5m40s\ncurrencyservice ClusterIP 10.68.228.100 7000/TCP 5m41s\nemailservice ClusterIP 10.68.179.42 5000/TCP 5m41s\nfrontend ClusterIP 10.68.77.180 80/TCP 5m41s\nfrontend-external NodePort 10.68.141.102 80:30080/TCP 5m41s\npaymentservice ClusterIP 10.68.159.64 50051/TCP 5m41s\nproductcatalogservice ClusterIP 10.68.217.197 3550/TCP 5m40s\nrecommendationservice ClusterIP 10.68.58.97 8080/TCP 5m40s\nredis-cart ClusterIP 10.68.74.145 6379/TCP 5m40s\nshippingservice ClusterIP 10.68.159.221 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 16:16:57 ~ 2026-05-19 16:19:32', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=1.254s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.01 cores -> Current=0.14 cores (+1576.1%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=22.19ms -> Current=2351.29ms (+10497.1%) | Peak=2653.69ms | p90latency: Normal=68.57ms -> Current=4441.92ms (+6378.2%) | Peak=4530.74ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-19 16:16:57 ~ 2026-05-19 16:19:32', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=4.15% -> Current=6.32% (+52.1%)']}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 17, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}, {'request_method': 'GET', 'business_action': 'Browse home page', 'entry_service': 'frontend', 'url': '/', 'occurrences': 13, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}]}" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'frontend'}", + "output": "{\n \"service\": \"frontend\",\n \"root\": \"code/frontend\",\n \"files\": [\n {\n \"path\": \"deployment_details.go\",\n \"description\": \"frontend deployment metadata helpers exposed to templates and diagnostics.\"\n },\n {\n \"path\": \"handlers.go\",\n \"description\": \"HTTP request handlers for home, product, cart, checkout, currency, assistant, and ad selection flows.\"\n },\n {\n \"path\": \"main.go\",\n \"description\": \"frontend process entrypoint, environment configuration, backend gRPC connections, HTTP route registration, and observability setup.\"\n },\n {\n \"path\": \"middleware.go\",\n \"description\": \"frontend HTTP middleware for request logging and trace context handling.\"\n },\n {\n \"path\": \"money/money.go\",\n \"description\": \"money formatting and arithmetic helpers used by frontend page rendering.\"\n },\n {\n \"path\": \"packaging_info.go\",\n \"description\": \"optional packaging service integration helpers used by product pages.\"\n },\n {\n \"path\": \"rpc.go\",\n \"description\": \"frontend backend RPC client wrappers for product catalog, cart, recommendation, shipping, currency, checkout, and ads.\"\n },\n {\n \"path\": \"validator/validator.go\",\n \"description\": \"request payload structs and validation helpers for cart, checkout, and currency forms.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'frontend', file_path: 'handlers.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\"encoding/json\"\n\t\"fmt\"\n\t\"html/template\"\n\t\"io\"\n\t\"math/rand\"\n\t\"net\"\n\t\"net/http\"\n\t\"os\"\n\t\"strconv\"\n\t\"strings\"\n\t\"time\"\n\n\t\"github.com/gorilla/mux\"\n\t\"github.com/pkg/errors\"\n\t\"github.com/sirupsen/logrus\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/genproto\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/money\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/validator\"\n)\n\ntype platformDetails struct {\n\tcss string\n\tprovider string\n}\n\nvar (\n\tfrontendMessage = strings.TrimSpace(os.Getenv(\"FRONTEND_MESSAGE\"))\n\tisCymbalBrand = \"true\" == strings.ToLower(os.Getenv(\"CYMBAL_BRANDING\"))\n\tassistantEnabled = \"true\" == strings.ToLower(os.Getenv(\"ENABLE_ASSISTANT\"))\n\ttemplates = template.Must(template.New(\"\").\n\t\t\t\tFuncs(template.FuncMap{\n\t\t\t\"renderMoney\": renderMoney,\n\t\t\t\"renderCurrencyLogo\": renderCurrencyLogo,\n\t\t}).ParseGlob(\"templates/*.html\"))\n\tplat platformDetails\n)\n\nvar validEnvs = []string{\"local\", \"gcp\", \"azure\", \"aws\", \"onprem\", \"alibaba\"}\n\nfunc (fe *frontendServer) homeHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.WithField(\"currency\", currentCurrency(r)).Info(\"home\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tproducts, err := fe.getProducts(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve products\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype productView struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}\n\tps := make([]productView, len(products))\n\tfor i, p := range products {\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"failed to do currency conversion for product %s\", p.GetId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tps[i] = productView{p, price}\n\t}\n\n\t// Set ENV_PLATFORM (default to local if not set; use env var if set; otherwise detect GCP, which overrides env)_\n\tvar env = os.Getenv(\"ENV_PLATFORM\")\n\t// Only override from env variable if set + valid env\n\tif env == \"\" || stringinSlice(validEnvs, env) == false {\n\t\tfmt.Println(\"env platform is either empty or invalid\")\n\t\tenv = \"local\"\n\t}\n\t// Autodetect GCP\n\taddrs, err := net.LookupHost(\"metadata.google.internal.\")\n\tif err == nil && len(addrs) >= 0 {\n\t\tlog.Debugf(\"Detected Google metadata server: %v, setting ENV_PLATFORM to GCP.\", addrs)\n\t\tenv = \"gcp\"\n\t}\n\n\tlog.Debugf(\"ENV_PLATFORM is: %s\", env)\n\tplat = platformDetails{}\n\tplat.setPlatformDetails(strings.ToLower(env))\n\n\tif err := templates.ExecuteTemplate(w, \"home\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"products\": ps,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"banner_color\": os.Getenv(\"BANNER_COLOR\"), // illustrates canary deployments\n\t\t\"ad\": fe.chooseAd(r.Context(), []string{}, log),\n\t})); err != nil {\n\t\tlog.Error(err)\n\t}\n}\n\nfunc (plat *platformDetails) setPlatformDetails(env string) {\n\tif env == \"aws\" {\n\t\tplat.provider = \"AWS\"\n\t\tplat.css = \"aws-platform\"\n\t} else if env == \"onprem\" {\n\t\tplat.provider = \"On-Premises\"\n\t\tplat.css = \"onprem-platform\"\n\t} else if env == \"azure\" {\n\t\tplat.provider = \"Azure\"\n\t\tplat.css = \"azure-platform\"\n\t} else if env == \"gcp\" {\n\t\tplat.provider = \"Google Cloud\"\n\t\tplat.css = \"gcp-platform\"\n\t} else if env == \"alibaba\" {\n\t\tplat.provider = \"Alibaba Cloud\"\n\t\tplat.css = \"alibaba-platform\"\n\t} else {\n\t\tplat.provider = \"local\"\n\t\tplat.css = \"local\"\n\t}\n}\n\nfunc (fe *frontendServer) productHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tid := mux.Vars(r)[\"id\"]\n\tif id == \"\" {\n\t\trenderHTTPError(log, r, w, errors.New(\"product id not specified\"), http.StatusBadRequest)\n\t\treturn\n\t}\n\tlog.WithField(\"id\", id).WithField(\"currency\", currentCurrency(r)).\n\t\tDebug(\"serving product page\")\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to convert currency\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), []string{id})\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tproduct := struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}{p, price}\n\n\t// Fetch packaging info (weight/dimensions) of the product\n\t// The packaging service is an optional microservice you can run as part of a Google Cloud demo.\n\tvar packagingInfo *PackagingInfo = nil\n\tif isPackagingServiceConfigured() {\n\t\tpackagingInfo, err = httpGetPackagingInfo(id)\n\t\tif err != nil {\n\t\t\tfmt.Println(\"Failed to obtain product's packaging info:\", err)\n\t\t}\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"product\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"ad\": fe.chooseAd(r.Context(), p.Categories, log),\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"product\": product,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"packagingInfo\": packagingInfo,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) addToCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tquantity, _ := strconv.ParseUint(r.FormValue(\"quantity\"), 10, 32)\n\tproductID := r.FormValue(\"product_id\")\n\tpayload := validator.AddToCartPayload{\n\t\tQuantity: quantity,\n\t\tProductID: productID,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"product\", payload.ProductID).WithField(\"quantity\", payload.Quantity).Debug(\"adding to cart\")\n\n\tp, err := fe.getProduct(r.Context(), payload.ProductID)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := fe.insertCart(r.Context(), sessionID(r), p.GetId(), int32(payload.Quantity)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to add to cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/cart\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) emptyCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"emptying cart\")\n\n\tif err := fe.emptyCart(r.Context(), sessionID(r)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to empty cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) viewCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"view user cart\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), cartIDs(cart))\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tshippingCost, err := fe.getShippingQuote(r.Context(), cart, currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to get shipping quote\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype cartItemView struct {\n\t\tItem *pb.Product\n\t\tQuantity int32\n\t\tPrice *pb.Money\n\t}\n\titems := make([]cartItemView, len(cart))\n\ttotalPrice := pb.Money{CurrencyCode: currentCurrency(r)}\n\tfor i, item := range cart {\n\t\tp, err := fe.getProduct(r.Context(), item.GetProductId())\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not retrieve product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not convert currency for product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\n\t\tmultPrice := money.MultiplySlow(*price, uint32(item.GetQuantity()))\n\t\titems[i] = cartItemView{\n\t\t\tItem: p,\n\t\t\tQuantity: item.GetQuantity(),\n\t\t\tPrice: &multPrice}\n\t\ttotalPrice = money.Must(money.Sum(totalPrice, multPrice))\n\t}\n\ttotalPrice = money.Must(money.Sum(totalPrice, *shippingCost))\n\tyear := time.Now().Year()\n\n\tif err := templates.ExecuteTemplate(w, \"cart\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"currencies\": currencies,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"shipping_cost\": shippingCost,\n\t\t\"show_currency\": true,\n\t\t\"total_cost\": totalPrice,\n\t\t\"items\": items,\n\t\t\"expiration_years\": []int{year, year + 1, year + 2, year + 3, year + 4},\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) placeOrderHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"placing order\")\n\n\tvar (\n\t\temail = r.FormValue(\"email\")\n\t\tstreetAddress = r.FormValue(\"street_address\")\n\t\tzipCode, _ = strconv.ParseInt(r.FormValue(\"zip_code\"), 10, 32)\n\t\tcity = r.FormValue(\"city\")\n\t\tstate = r.FormValue(\"state\")\n\t\tcountry = r.FormValue(\"country\")\n\t\tccNumber = r.FormValue(\"credit_card_number\")\n\t\tccMonth, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_month\"), 10, 32)\n\t\tccYear, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_year\"), 10, 32)\n\t\tccCVV, _ = strconv.ParseInt(r.FormValue(\"credit_card_cvv\"), 10, 32)\n\t)\n\n\tpayload := validator.PlaceOrderPayload{\n\t\tEmail: email,\n\t\tStreetAddress: streetAddress,\n\t\tZipCode: zipCode,\n\t\tCity: city,\n\t\tState: state,\n\t\tCountry: country,\n\t\tCcNumber: ccNumber,\n\t\tCcMonth: ccMonth,\n\t\tCcYear: ccYear,\n\t\tCcCVV: ccCVV,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\n\torder, err := pb.NewCheckoutServiceClient(fe.checkoutSvcConn).\n\t\tPlaceOrder(r.Context(), &pb.PlaceOrderRequest{\n\t\t\tEmail: payload.Email,\n\t\t\tCreditCard: &pb.CreditCardInfo{\n\t\t\t\tCreditCardNumber: payload.CcNumber,\n\t\t\t\tCreditCardExpirationMonth: int32(payload.CcMonth),\n\t\t\t\tCreditCardExpirationYear: int32(payload.CcYear),\n\t\t\t\tCreditCardCvv: int32(payload.CcCVV)},\n\t\t\tUserId: sessionID(r),\n\t\t\tUserCurrency: currentCurrency(r),\n\t\t\tAddress: &pb.Address{\n\t\t\t\tStreetAddress: payload.StreetAddress,\n\t\t\t\tCity: payload.City,\n\t\t\t\tState: payload.State,\n\t\t\t\tZipCode: int32(payload.ZipCode),\n\t\t\t\tCountry: payload.Country},\n\t\t})\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to complete the order\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tlog.WithField(\"order\", order.GetOrder().GetOrderId()).Info(\"order placed\")\n\n\torder.GetOrder().GetItems()\n\trecommendations, _ := fe.getRecommendations(r.Context(), sessionID(r), nil)\n\n\ttotalPaid := *order.GetOrder().GetShippingCost()\n\tfor _, v := range order.GetOrder().GetItems() {\n\t\tmultPrice := money.MultiplySlow(*v.GetCost(), uint32(v.GetItem().GetQuantity()))\n\t\ttotalPaid = money.Must(money.Sum(totalPaid, multPrice))\n\t}\n\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"order\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t\t\"order\": order.GetOrder(),\n\t\t\"total_paid\": &totalPaid,\n\t\t\"recommendations\": recommendations,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) assistantHandler(w http.ResponseWriter, r *http.Request) {\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"assistant\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) logoutHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"logging out\")\n\tfor _, c := range r.Cookies() {\n\t\tc.Expires = time.Now().Add(-time.Hour * 24 * 365)\n\t\tc.MaxAge = -1\n\t\thttp.SetCookie(w, c)\n\t}\n\tw.Header().Set(\"Location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) getProductByID(w http.ResponseWriter, r *http.Request) {\n\tid := mux.Vars(r)[\"ids\"]\n\tif id == \"\" {\n\t\treturn\n\t}\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\treturn\n\t}\n\n\tjsonData, err := json.Marshal(p)\n\tif err != nil {\n\t\tfmt.Println(err)\n\t\treturn\n\t}\n\n\tw.Write(jsonData)\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) chatBotHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\ttype Response struct {\n\t\tMessage string `json:\"message\"`\n\t}\n\n\ttype LLMResponse struct {\n\t\tContent string `json:\"content\"`\n\t\tDetails map[string]any `json:\"details\"`\n\t}\n\n\tvar response LLMResponse\n\n\turl := \"http://\" + fe.shoppingAssistantSvcAddr\n\treq, err := http.NewRequest(http.MethodPost, url, r.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to create request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\treq.Header.Set(\"Content-Type\", \"application/json\")\n\treq.Header.Set(\"Accept\", \"application/json\")\n\tres, err := http.DefaultClient.Do(req)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to send request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tbody, err := io.ReadAll(res.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to read response\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tfmt.Printf(\"%+v\\n\", body)\n\tfmt.Printf(\"%+v\\n\", res)\n\n\terr = json.Unmarshal(body, &response)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to unmarshal body\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// respond with the same message\n\tjson.NewEncoder(w).Encode(Response{Message: response.Content})\n\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) setCurrencyHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tcur := r.FormValue(\"currency_code\")\n\tpayload := validator.SetCurrencyPayload{Currency: cur}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"curr.new\", payload.Currency).WithField(\"curr.old\", currentCurrency(r)).\n\t\tDebug(\"setting currency\")\n\n\tif payload.Currency != \"\" {\n\t\thttp.SetCookie(w, &http.Cookie{\n\t\t\tName: cookieCurrency,\n\t\t\tValue: payload.Currency,\n\t\t\tMaxAge: cookieMaxAge,\n\t\t})\n\t}\n\treferer := r.Header.Get(\"referer\")\n\tif referer == \"\" {\n\t\treferer = baseUrl + \"/\"\n\t}\n\tw.Header().Set(\"Location\", referer)\n\tw.WriteHeader(http.StatusFound)\n}\n\n// chooseAd queries for advertisements available and randomly chooses one, if\n// available. It ignores the error retrieving the ad since it is not critical.\nfunc (fe *frontendServer) chooseAd(ctx context.Context, ctxKeys []string, log logrus.FieldLogger) *pb.Ad {\n\tads, err := fe.getAd(ctx, ctxKeys)\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to retrieve ads\")\n\t\treturn nil\n\t}\n\tstart := time.Now()\n\tfor {\n\t\tif time.Now().Sub(start) > 800*time.Millisecond {\n\t\t\tbreak\n\t\t}\n\t}\n\treturn ads[rand.Intn(len(ads))]\n}\n\nfunc renderHTTPError(log logrus.FieldLogger, r *http.Request, w http.ResponseWriter, err error, code int) {\n\tlog.WithField(\"error\", err).Error(\"request error\")\n\terrMsg := fmt.Sprintf(\"%+v\", err)\n\n\tw.WriteHeader(code)\n\n\tif templateErr := templates.ExecuteTemplate(w, \"error\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"error\": errMsg,\n\t\t\"status_code\": code,\n\t\t\"status\": http.StatusText(code),\n\t})); templateErr != nil {\n\t\tlog.Println(templateErr)\n\t}\n}\n\nfunc injectCommonTemplateData(r *http.Request, payload map[string]interface{}) map[string]interface{} {\n\tdata := map[string]interface{}{\n\t\t\"session_id\": sessionID(r),\n\t\t\"request_id\": r.Context().Value(ctxKeyRequestID{}),\n\t\t\"user_currency\": currentCurrency(r),\n\t\t\"platform_css\": plat.css,\n\t\t\"platform_name\": plat.provider,\n\t\t\"is_cymbal_brand\": isCymbalBrand,\n\t\t\"assistant_enabled\": assistantEnabled,\n\t\t\"deploymentDetails\": deploymentDetailsMap,\n\t\t\"frontendMessage\": frontendMessage,\n\t\t\"currentYear\": time.Now().Year(),\n\t\t\"baseUrl\": baseUrl,\n\t}\n\n\tfor k, v := range payload {\n\t\tdata[k] = v\n\t}\n\n\treturn data\n}\n\nfunc currentCurrency(r *http.Request) string {\n\tc, _ := r.Cookie(cookieCurrency)\n\tif c != nil {\n\t\treturn c.Value\n\t}\n\treturn defaultCurrency\n}\n\nfunc sessionID(r *http.Request) string {\n\tv := r.Context().Value(ctxKeySessionID{})\n\tif v != nil {\n\t\treturn v.(string)\n\t}\n\treturn \"\"\n}\n\nfunc cartIDs(c []*pb.CartItem) []string {\n\tout := make([]string, len(c))\n\tfor i, v := range c {\n\t\tout[i] = v.GetProductId()\n\t}\n\treturn out\n}\n\n// get total # of items in cart\nfunc cartSize(c []*pb.CartItem) int {\n\tcartSize := 0\n\tfor _, item := range c {\n\t\tcartSize += int(item.GetQuantity())\n\t}\n\treturn cartSize\n}\n\nfunc renderMoney(money pb.Money) string {\n\tcurrencyLogo := renderCurrencyLogo(money.GetCurrencyCode())\n\treturn fmt.Sprintf(\"%s%d.%02d\", currencyLogo, money.GetUnits(), money.GetNanos()/10000000)\n}\n\nfunc renderCurrencyLogo(currencyCode string) string {\n\tlogos := map[string]string{\n\t\t\"USD\": \"$\",\n\t\t\"CAD\": \"$\",\n\t\t\"JPY\": \"¥\",\n\t\t\"EUR\": \"€\",\n\t\t\"TRY\": \"₺\",\n\t\t\"GBP\": \"£\",\n\t}\n\n\tlogo := \"$\" //default\n\tif val, ok := logos[currencyCode]; ok {\n\t\tlogo = val\n\t}\n\treturn logo\n}\n\nfunc stringinSlice(slice []string, val string) bool {\n\tfor _, item := range slice {\n\t\tif item == val {\n\t\t\treturn true\n\t\t}\n\t}\n\treturn false\n}\n" + } + ] +} diff --git a/golden-trajectory/boutique/codedefect/37/path2.json b/golden-trajectory/boutique/codedefect/37/path2.json new file mode 100644 index 0000000000000000000000000000000000000000..87e911b24fcaf8006db8f78fd0ee97c825fe983c --- /dev/null +++ b/golden-trajectory/boutique/codedefect/37/path2.json @@ -0,0 +1,46 @@ +{ + "statistics": { + "valid_tool_call_count": 6, + "total_trace_steps": 6, + "history_called_tool_names": [ + "GetResources", + "GetResources", + "GetAlerts", + "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-vtrlw 2/2 Running 0 5m37s\ncartservice-7c5f46fc47-mwpnr 2/2 Running 0 5m39s\ncheckoutservice-5b97d6df88-4jtlz 2/2 Running 0 5m37s\ncurrencyservice-5bc9dbdf66-ghsst 2/2 Running 0 5m38s\nemailservice-c86b9b8f6-kbgj7 2/2 Running 0 5m38s\nfrontend-7bd85c875b-mtwzp 2/2 Running 0 2m26s\npaymentservice-64b6c744b5-mrqnp 2/2 Running 0 5m38s\nproductcatalogservice-5677b598bd-hkrxc 2/2 Running 0 5m36s\nrecommendationservice-786899779d-llf7w 2/2 Running 0 5m37s\nredis-cart-64b9db6f79-7npj4 2/2 Running 0 5m37s\nshippingservice-799cbfbc76-k2vf9 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 10.68.64.63 9555/TCP 5m40s\ncartservice ClusterIP 10.68.20.206 7070/TCP 5m42s\ncheckoutservice ClusterIP 10.68.157.107 5050/TCP 5m40s\ncurrencyservice ClusterIP 10.68.228.100 7000/TCP 5m41s\nemailservice ClusterIP 10.68.179.42 5000/TCP 5m41s\nfrontend ClusterIP 10.68.77.180 80/TCP 5m41s\nfrontend-external NodePort 10.68.141.102 80:30080/TCP 5m41s\npaymentservice ClusterIP 10.68.159.64 50051/TCP 5m41s\nproductcatalogservice ClusterIP 10.68.217.197 3550/TCP 5m40s\nrecommendationservice ClusterIP 10.68.58.97 8080/TCP 5m40s\nredis-cart ClusterIP 10.68.74.145 6379/TCP 5m40s\nshippingservice ClusterIP 10.68.159.221 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 16:16:57 ~ 2026-05-19 16:19:32', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu_cfs] | Val=1.254s throttled', 'RESOURCE_SATURATION [cpu] | Normal=0.01 cores -> Current=0.14 cores (+1576.1%)', 'LATENCY_DEGRADATION [Slow Response] | p50latency: Normal=22.19ms -> Current=2351.29ms (+10497.1%) | Peak=2653.69ms | p90latency: Normal=68.57ms -> Current=4441.92ms (+6378.2%) | Peak=4530.74ms']}, {'type': 'Node', 'name': 'worker-01', 'time_range': '2026-05-19 16:16:57 ~ 2026-05-19 16:19:32', 'status': 'ABNORMAL', 'evidence': ['RESOURCE_SATURATION [cpu utilization] | Normal=4.15% -> Current=6.32% (+52.1%)']}, {'request_method': 'GET', 'business_action': 'View product detail', 'entry_service': 'frontend', 'url': '/product/{id}', 'occurrences': 17, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}, {'request_method': 'GET', 'business_action': 'Browse home page', 'entry_service': 'frontend', 'url': '/', 'occurrences': 13, 'raw_error': \"HTTPError('503 Server Error: Service Unavailable')\"}]}" + }, + { + "tool_name": "GetErrorLogs", + "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}", + "output": "{\n \"total_log_count\": 3331,\n \"total_errors\": 236,\n \"total_error_ratio\": 0.0708,\n \"patterns\": [\n {\n \"count\": 224,\n \"ratio\": 0.0672,\n \"sample\": \"2026-05-19T16:19:46.315889746+08:00 {\\\"error\\\":\\\"failed to get ads: rpc error: code = DeadlineExceeded desc = context deadline exceeded\\\",\\\"http.req.id\\\":\\\"44a38045-6a78-4f93-82e4-7fe3ea16128b\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/L9ECAV7KIM\\\",\\\"message\\\":\\\"failed to retrieve ads\\\",\\\"session\\\":\\\"8db77cb8-db99-46c3-8bbe-f2d1531d86f4\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-19T08:19:46.315759658Z\\\"}\"\n },\n {\n \"count\": 5,\n \"ratio\": 0.0015,\n \"sample\": \"2026-05-19T16:19:48.516253469+08:00 {\\\"http.req.id\\\":\\\"3e44bd18-e1a7-4767-8374-f8e79da767b1\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"write tcp 172.20.1.112:8080-\\\\u003e127.0.0.6:54691: write: broken pipe\\\",\\\"session\\\":\\\"f23679b3-4eb8-404d-abf6-b9d35fb2daa4\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T08:19:48.516144483Z\\\"}\"\n },\n {\n \"count\": 2,\n \"ratio\": 0.0006,\n \"sample\": \"2026-05-19T16:19:47.816818146+08:00 {\\\"error\\\":\\\"failed to do currency conversion for product LS4PSXUNUM: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"9d23e129-6ae5-459d-a338-50ee86d12071\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"cf2956df-d275-4458-a594-3b1ac6b3f9cf\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T08:19:47.816790355Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0003,\n \"sample\": \"2026-05-19T16:19:47.816293444+08:00 {\\\"error\\\":\\\"could not retrieve product: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"624fe799-00f2-41f7-a94c-446c55361457\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/9SIQT8TOJO\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"31cd2c79-5bc9-4529-9656-f36f4a4be546\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T08:19:47.81626101Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0003,\n \"sample\": \"2026-05-19T16:19:47.916001366+08:00 {\\\"error\\\":\\\"could not retrieve currencies: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"a8300155-5052-4757-a0c0-6f141a4a808a\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/0PUK6V6EV0\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"ac6296b8-6659-4905-bed8-58e942ed9d2f\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T08:19:47.915877688Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0003,\n \"sample\": \"2026-05-19T16:19:47.916256705+08:00 {\\\"error\\\":\\\"failed to get recommended product info (#2ZYFJ3GM2N): rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"5dd1aada-abe8-4275-acbf-171cb56496e7\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/1YMWWN1N4O\\\",\\\"message\\\":\\\"failed to get product recommendations\\\",\\\"session\\\":\\\"5e8ba681-d57e-4a2c-8c30-d69d1806ffa5\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-19T08:19:47.916213838Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0003,\n \"sample\": \"2026-05-19T16:19:47.916266286+08:00 {\\\"error\\\":\\\"failed to get ads: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"5dd1aada-abe8-4275-acbf-171cb56496e7\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/1YMWWN1N4O\\\",\\\"message\\\":\\\"failed to retrieve ads\\\",\\\"session\\\":\\\"5e8ba681-d57e-4a2c-8c30-d69d1806ffa5\\\",\\\"severity\\\":\\\"warning\\\",\\\"timestamp\\\":\\\"2026-05-19T08:19:47.916244677Z\\\"}\"\n },\n {\n \"count\": 1,\n \"ratio\": 0.0003,\n \"sample\": \"2026-05-19T16:19:47.916611408+08:00 {\\\"error\\\":\\\"could not retrieve cart: rpc error: code = Canceled desc = context canceled\\\",\\\"http.req.id\\\":\\\"d19fd36a-4730-43a7-a74b-a3a8083a0647\\\",\\\"http.req.method\\\":\\\"GET\\\",\\\"http.req.path\\\":\\\"/product/LS4PSXUNUM\\\",\\\"message\\\":\\\"request error\\\",\\\"session\\\":\\\"7ceddd36-c627-4599-97c5-bed3faf53738\\\",\\\"severity\\\":\\\"error\\\",\\\"timestamp\\\":\\\"2026-05-19T08:19:47.916540923Z\\\"}\"\n }\n ]\n}" + }, + { + "tool_name": "ListCodeFiles", + "calling": "tool_name='ListCodeFiles' arguments={app_name: 'frontend'}", + "output": "{\n \"service\": \"frontend\",\n \"root\": \"code/frontend\",\n \"files\": [\n {\n \"path\": \"deployment_details.go\",\n \"description\": \"frontend deployment metadata helpers exposed to templates and diagnostics.\"\n },\n {\n \"path\": \"handlers.go\",\n \"description\": \"HTTP request handlers for home, product, cart, checkout, currency, assistant, and ad selection flows.\"\n },\n {\n \"path\": \"main.go\",\n \"description\": \"frontend process entrypoint, environment configuration, backend gRPC connections, HTTP route registration, and observability setup.\"\n },\n {\n \"path\": \"middleware.go\",\n \"description\": \"frontend HTTP middleware for request logging and trace context handling.\"\n },\n {\n \"path\": \"money/money.go\",\n \"description\": \"money formatting and arithmetic helpers used by frontend page rendering.\"\n },\n {\n \"path\": \"packaging_info.go\",\n \"description\": \"optional packaging service integration helpers used by product pages.\"\n },\n {\n \"path\": \"rpc.go\",\n \"description\": \"frontend backend RPC client wrappers for product catalog, cart, recommendation, shipping, currency, checkout, and ads.\"\n },\n {\n \"path\": \"validator/validator.go\",\n \"description\": \"request payload structs and validation helpers for cart, checkout, and currency forms.\"\n }\n ]\n}" + }, + { + "tool_name": "GetSourceCode", + "calling": "tool_name='GetSourceCode' arguments={app_name: 'frontend', file_path: 'handlers.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\"encoding/json\"\n\t\"fmt\"\n\t\"html/template\"\n\t\"io\"\n\t\"math/rand\"\n\t\"net\"\n\t\"net/http\"\n\t\"os\"\n\t\"strconv\"\n\t\"strings\"\n\t\"time\"\n\n\t\"github.com/gorilla/mux\"\n\t\"github.com/pkg/errors\"\n\t\"github.com/sirupsen/logrus\"\n\n\tpb \"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/genproto\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/money\"\n\t\"github.com/GoogleCloudPlatform/microservices-demo/src/frontend/validator\"\n)\n\ntype platformDetails struct {\n\tcss string\n\tprovider string\n}\n\nvar (\n\tfrontendMessage = strings.TrimSpace(os.Getenv(\"FRONTEND_MESSAGE\"))\n\tisCymbalBrand = \"true\" == strings.ToLower(os.Getenv(\"CYMBAL_BRANDING\"))\n\tassistantEnabled = \"true\" == strings.ToLower(os.Getenv(\"ENABLE_ASSISTANT\"))\n\ttemplates = template.Must(template.New(\"\").\n\t\t\t\tFuncs(template.FuncMap{\n\t\t\t\"renderMoney\": renderMoney,\n\t\t\t\"renderCurrencyLogo\": renderCurrencyLogo,\n\t\t}).ParseGlob(\"templates/*.html\"))\n\tplat platformDetails\n)\n\nvar validEnvs = []string{\"local\", \"gcp\", \"azure\", \"aws\", \"onprem\", \"alibaba\"}\n\nfunc (fe *frontendServer) homeHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.WithField(\"currency\", currentCurrency(r)).Info(\"home\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tproducts, err := fe.getProducts(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve products\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype productView struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}\n\tps := make([]productView, len(products))\n\tfor i, p := range products {\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"failed to do currency conversion for product %s\", p.GetId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tps[i] = productView{p, price}\n\t}\n\n\t// Set ENV_PLATFORM (default to local if not set; use env var if set; otherwise detect GCP, which overrides env)_\n\tvar env = os.Getenv(\"ENV_PLATFORM\")\n\t// Only override from env variable if set + valid env\n\tif env == \"\" || stringinSlice(validEnvs, env) == false {\n\t\tfmt.Println(\"env platform is either empty or invalid\")\n\t\tenv = \"local\"\n\t}\n\t// Autodetect GCP\n\taddrs, err := net.LookupHost(\"metadata.google.internal.\")\n\tif err == nil && len(addrs) >= 0 {\n\t\tlog.Debugf(\"Detected Google metadata server: %v, setting ENV_PLATFORM to GCP.\", addrs)\n\t\tenv = \"gcp\"\n\t}\n\n\tlog.Debugf(\"ENV_PLATFORM is: %s\", env)\n\tplat = platformDetails{}\n\tplat.setPlatformDetails(strings.ToLower(env))\n\n\tif err := templates.ExecuteTemplate(w, \"home\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"products\": ps,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"banner_color\": os.Getenv(\"BANNER_COLOR\"), // illustrates canary deployments\n\t\t\"ad\": fe.chooseAd(r.Context(), []string{}, log),\n\t})); err != nil {\n\t\tlog.Error(err)\n\t}\n}\n\nfunc (plat *platformDetails) setPlatformDetails(env string) {\n\tif env == \"aws\" {\n\t\tplat.provider = \"AWS\"\n\t\tplat.css = \"aws-platform\"\n\t} else if env == \"onprem\" {\n\t\tplat.provider = \"On-Premises\"\n\t\tplat.css = \"onprem-platform\"\n\t} else if env == \"azure\" {\n\t\tplat.provider = \"Azure\"\n\t\tplat.css = \"azure-platform\"\n\t} else if env == \"gcp\" {\n\t\tplat.provider = \"Google Cloud\"\n\t\tplat.css = \"gcp-platform\"\n\t} else if env == \"alibaba\" {\n\t\tplat.provider = \"Alibaba Cloud\"\n\t\tplat.css = \"alibaba-platform\"\n\t} else {\n\t\tplat.provider = \"local\"\n\t\tplat.css = \"local\"\n\t}\n}\n\nfunc (fe *frontendServer) productHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tid := mux.Vars(r)[\"id\"]\n\tif id == \"\" {\n\t\trenderHTTPError(log, r, w, errors.New(\"product id not specified\"), http.StatusBadRequest)\n\t\treturn\n\t}\n\tlog.WithField(\"id\", id).WithField(\"currency\", currentCurrency(r)).\n\t\tDebug(\"serving product page\")\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to convert currency\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), []string{id})\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tproduct := struct {\n\t\tItem *pb.Product\n\t\tPrice *pb.Money\n\t}{p, price}\n\n\t// Fetch packaging info (weight/dimensions) of the product\n\t// The packaging service is an optional microservice you can run as part of a Google Cloud demo.\n\tvar packagingInfo *PackagingInfo = nil\n\tif isPackagingServiceConfigured() {\n\t\tpackagingInfo, err = httpGetPackagingInfo(id)\n\t\tif err != nil {\n\t\t\tfmt.Println(\"Failed to obtain product's packaging info:\", err)\n\t\t}\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"product\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"ad\": fe.chooseAd(r.Context(), p.Categories, log),\n\t\t\"show_currency\": true,\n\t\t\"currencies\": currencies,\n\t\t\"product\": product,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"packagingInfo\": packagingInfo,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) addToCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tquantity, _ := strconv.ParseUint(r.FormValue(\"quantity\"), 10, 32)\n\tproductID := r.FormValue(\"product_id\")\n\tpayload := validator.AddToCartPayload{\n\t\tQuantity: quantity,\n\t\tProductID: productID,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"product\", payload.ProductID).WithField(\"quantity\", payload.Quantity).Debug(\"adding to cart\")\n\n\tp, err := fe.getProduct(r.Context(), payload.ProductID)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve product\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := fe.insertCart(r.Context(), sessionID(r), p.GetId(), int32(payload.Quantity)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to add to cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/cart\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) emptyCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"emptying cart\")\n\n\tif err := fe.emptyCart(r.Context(), sessionID(r)); err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to empty cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tw.Header().Set(\"location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) viewCartHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"view user cart\")\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tcart, err := fe.getCart(r.Context(), sessionID(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve cart\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// ignores the error retrieving recommendations since it is not critical\n\trecommendations, err := fe.getRecommendations(r.Context(), sessionID(r), cartIDs(cart))\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to get product recommendations\")\n\t}\n\n\tshippingCost, err := fe.getShippingQuote(r.Context(), cart, currentCurrency(r))\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to get shipping quote\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\ttype cartItemView struct {\n\t\tItem *pb.Product\n\t\tQuantity int32\n\t\tPrice *pb.Money\n\t}\n\titems := make([]cartItemView, len(cart))\n\ttotalPrice := pb.Money{CurrencyCode: currentCurrency(r)}\n\tfor i, item := range cart {\n\t\tp, err := fe.getProduct(r.Context(), item.GetProductId())\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not retrieve product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\tprice, err := fe.convertCurrency(r.Context(), p.GetPriceUsd(), currentCurrency(r))\n\t\tif err != nil {\n\t\t\trenderHTTPError(log, r, w, errors.Wrapf(err, \"could not convert currency for product #%s\", item.GetProductId()), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\n\t\tmultPrice := money.MultiplySlow(*price, uint32(item.GetQuantity()))\n\t\titems[i] = cartItemView{\n\t\t\tItem: p,\n\t\t\tQuantity: item.GetQuantity(),\n\t\t\tPrice: &multPrice}\n\t\ttotalPrice = money.Must(money.Sum(totalPrice, multPrice))\n\t}\n\ttotalPrice = money.Must(money.Sum(totalPrice, *shippingCost))\n\tyear := time.Now().Year()\n\n\tif err := templates.ExecuteTemplate(w, \"cart\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"currencies\": currencies,\n\t\t\"recommendations\": recommendations,\n\t\t\"cart_size\": cartSize(cart),\n\t\t\"shipping_cost\": shippingCost,\n\t\t\"show_currency\": true,\n\t\t\"total_cost\": totalPrice,\n\t\t\"items\": items,\n\t\t\"expiration_years\": []int{year, year + 1, year + 2, year + 3, year + 4},\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) placeOrderHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"placing order\")\n\n\tvar (\n\t\temail = r.FormValue(\"email\")\n\t\tstreetAddress = r.FormValue(\"street_address\")\n\t\tzipCode, _ = strconv.ParseInt(r.FormValue(\"zip_code\"), 10, 32)\n\t\tcity = r.FormValue(\"city\")\n\t\tstate = r.FormValue(\"state\")\n\t\tcountry = r.FormValue(\"country\")\n\t\tccNumber = r.FormValue(\"credit_card_number\")\n\t\tccMonth, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_month\"), 10, 32)\n\t\tccYear, _ = strconv.ParseInt(r.FormValue(\"credit_card_expiration_year\"), 10, 32)\n\t\tccCVV, _ = strconv.ParseInt(r.FormValue(\"credit_card_cvv\"), 10, 32)\n\t)\n\n\tpayload := validator.PlaceOrderPayload{\n\t\tEmail: email,\n\t\tStreetAddress: streetAddress,\n\t\tZipCode: zipCode,\n\t\tCity: city,\n\t\tState: state,\n\t\tCountry: country,\n\t\tCcNumber: ccNumber,\n\t\tCcMonth: ccMonth,\n\t\tCcYear: ccYear,\n\t\tCcCVV: ccCVV,\n\t}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\n\torder, err := pb.NewCheckoutServiceClient(fe.checkoutSvcConn).\n\t\tPlaceOrder(r.Context(), &pb.PlaceOrderRequest{\n\t\t\tEmail: payload.Email,\n\t\t\tCreditCard: &pb.CreditCardInfo{\n\t\t\t\tCreditCardNumber: payload.CcNumber,\n\t\t\t\tCreditCardExpirationMonth: int32(payload.CcMonth),\n\t\t\t\tCreditCardExpirationYear: int32(payload.CcYear),\n\t\t\t\tCreditCardCvv: int32(payload.CcCVV)},\n\t\t\tUserId: sessionID(r),\n\t\t\tUserCurrency: currentCurrency(r),\n\t\t\tAddress: &pb.Address{\n\t\t\t\tStreetAddress: payload.StreetAddress,\n\t\t\t\tCity: payload.City,\n\t\t\t\tState: payload.State,\n\t\t\t\tZipCode: int32(payload.ZipCode),\n\t\t\t\tCountry: payload.Country},\n\t\t})\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to complete the order\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\tlog.WithField(\"order\", order.GetOrder().GetOrderId()).Info(\"order placed\")\n\n\torder.GetOrder().GetItems()\n\trecommendations, _ := fe.getRecommendations(r.Context(), sessionID(r), nil)\n\n\ttotalPaid := *order.GetOrder().GetShippingCost()\n\tfor _, v := range order.GetOrder().GetItems() {\n\t\tmultPrice := money.MultiplySlow(*v.GetCost(), uint32(v.GetItem().GetQuantity()))\n\t\ttotalPaid = money.Must(money.Sum(totalPaid, multPrice))\n\t}\n\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"order\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t\t\"order\": order.GetOrder(),\n\t\t\"total_paid\": &totalPaid,\n\t\t\"recommendations\": recommendations,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) assistantHandler(w http.ResponseWriter, r *http.Request) {\n\tcurrencies, err := fe.getCurrencies(r.Context())\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"could not retrieve currencies\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := templates.ExecuteTemplate(w, \"assistant\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"show_currency\": false,\n\t\t\"currencies\": currencies,\n\t})); err != nil {\n\t\tlog.Println(err)\n\t}\n}\n\nfunc (fe *frontendServer) logoutHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tlog.Debug(\"logging out\")\n\tfor _, c := range r.Cookies() {\n\t\tc.Expires = time.Now().Add(-time.Hour * 24 * 365)\n\t\tc.MaxAge = -1\n\t\thttp.SetCookie(w, c)\n\t}\n\tw.Header().Set(\"Location\", baseUrl + \"/\")\n\tw.WriteHeader(http.StatusFound)\n}\n\nfunc (fe *frontendServer) getProductByID(w http.ResponseWriter, r *http.Request) {\n\tid := mux.Vars(r)[\"ids\"]\n\tif id == \"\" {\n\t\treturn\n\t}\n\n\tp, err := fe.getProduct(r.Context(), id)\n\tif err != nil {\n\t\treturn\n\t}\n\n\tjsonData, err := json.Marshal(p)\n\tif err != nil {\n\t\tfmt.Println(err)\n\t\treturn\n\t}\n\n\tw.Write(jsonData)\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) chatBotHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\ttype Response struct {\n\t\tMessage string `json:\"message\"`\n\t}\n\n\ttype LLMResponse struct {\n\t\tContent string `json:\"content\"`\n\t\tDetails map[string]any `json:\"details\"`\n\t}\n\n\tvar response LLMResponse\n\n\turl := \"http://\" + fe.shoppingAssistantSvcAddr\n\treq, err := http.NewRequest(http.MethodPost, url, r.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to create request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\treq.Header.Set(\"Content-Type\", \"application/json\")\n\treq.Header.Set(\"Accept\", \"application/json\")\n\tres, err := http.DefaultClient.Do(req)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to send request\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tbody, err := io.ReadAll(res.Body)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to read response\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tfmt.Printf(\"%+v\\n\", body)\n\tfmt.Printf(\"%+v\\n\", res)\n\n\terr = json.Unmarshal(body, &response)\n\tif err != nil {\n\t\trenderHTTPError(log, r, w, errors.Wrap(err, \"failed to unmarshal body\"), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// respond with the same message\n\tjson.NewEncoder(w).Encode(Response{Message: response.Content})\n\n\tw.WriteHeader(http.StatusOK)\n}\n\nfunc (fe *frontendServer) setCurrencyHandler(w http.ResponseWriter, r *http.Request) {\n\tlog := r.Context().Value(ctxKeyLog{}).(logrus.FieldLogger)\n\tcur := r.FormValue(\"currency_code\")\n\tpayload := validator.SetCurrencyPayload{Currency: cur}\n\tif err := payload.Validate(); err != nil {\n\t\trenderHTTPError(log, r, w, validator.ValidationErrorResponse(err), http.StatusUnprocessableEntity)\n\t\treturn\n\t}\n\tlog.WithField(\"curr.new\", payload.Currency).WithField(\"curr.old\", currentCurrency(r)).\n\t\tDebug(\"setting currency\")\n\n\tif payload.Currency != \"\" {\n\t\thttp.SetCookie(w, &http.Cookie{\n\t\t\tName: cookieCurrency,\n\t\t\tValue: payload.Currency,\n\t\t\tMaxAge: cookieMaxAge,\n\t\t})\n\t}\n\treferer := r.Header.Get(\"referer\")\n\tif referer == \"\" {\n\t\treferer = baseUrl + \"/\"\n\t}\n\tw.Header().Set(\"Location\", referer)\n\tw.WriteHeader(http.StatusFound)\n}\n\n// chooseAd queries for advertisements available and randomly chooses one, if\n// available. It ignores the error retrieving the ad since it is not critical.\nfunc (fe *frontendServer) chooseAd(ctx context.Context, ctxKeys []string, log logrus.FieldLogger) *pb.Ad {\n\tads, err := fe.getAd(ctx, ctxKeys)\n\tif err != nil {\n\t\tlog.WithField(\"error\", err).Warn(\"failed to retrieve ads\")\n\t\treturn nil\n\t}\n\tstart := time.Now()\n\tfor {\n\t\tif time.Now().Sub(start) > 800*time.Millisecond {\n\t\t\tbreak\n\t\t}\n\t}\n\treturn ads[rand.Intn(len(ads))]\n}\n\nfunc renderHTTPError(log logrus.FieldLogger, r *http.Request, w http.ResponseWriter, err error, code int) {\n\tlog.WithField(\"error\", err).Error(\"request error\")\n\terrMsg := fmt.Sprintf(\"%+v\", err)\n\n\tw.WriteHeader(code)\n\n\tif templateErr := templates.ExecuteTemplate(w, \"error\", injectCommonTemplateData(r, map[string]interface{}{\n\t\t\"error\": errMsg,\n\t\t\"status_code\": code,\n\t\t\"status\": http.StatusText(code),\n\t})); templateErr != nil {\n\t\tlog.Println(templateErr)\n\t}\n}\n\nfunc injectCommonTemplateData(r *http.Request, payload map[string]interface{}) map[string]interface{} {\n\tdata := map[string]interface{}{\n\t\t\"session_id\": sessionID(r),\n\t\t\"request_id\": r.Context().Value(ctxKeyRequestID{}),\n\t\t\"user_currency\": currentCurrency(r),\n\t\t\"platform_css\": plat.css,\n\t\t\"platform_name\": plat.provider,\n\t\t\"is_cymbal_brand\": isCymbalBrand,\n\t\t\"assistant_enabled\": assistantEnabled,\n\t\t\"deploymentDetails\": deploymentDetailsMap,\n\t\t\"frontendMessage\": frontendMessage,\n\t\t\"currentYear\": time.Now().Year(),\n\t\t\"baseUrl\": baseUrl,\n\t}\n\n\tfor k, v := range payload {\n\t\tdata[k] = v\n\t}\n\n\treturn data\n}\n\nfunc currentCurrency(r *http.Request) string {\n\tc, _ := r.Cookie(cookieCurrency)\n\tif c != nil {\n\t\treturn c.Value\n\t}\n\treturn defaultCurrency\n}\n\nfunc sessionID(r *http.Request) string {\n\tv := r.Context().Value(ctxKeySessionID{})\n\tif v != nil {\n\t\treturn v.(string)\n\t}\n\treturn \"\"\n}\n\nfunc cartIDs(c []*pb.CartItem) []string {\n\tout := make([]string, len(c))\n\tfor i, v := range c {\n\t\tout[i] = v.GetProductId()\n\t}\n\treturn out\n}\n\n// get total # of items in cart\nfunc cartSize(c []*pb.CartItem) int {\n\tcartSize := 0\n\tfor _, item := range c {\n\t\tcartSize += int(item.GetQuantity())\n\t}\n\treturn cartSize\n}\n\nfunc renderMoney(money pb.Money) string {\n\tcurrencyLogo := renderCurrencyLogo(money.GetCurrencyCode())\n\treturn fmt.Sprintf(\"%s%d.%02d\", currencyLogo, money.GetUnits(), money.GetNanos()/10000000)\n}\n\nfunc renderCurrencyLogo(currencyCode string) string {\n\tlogos := map[string]string{\n\t\t\"USD\": \"$\",\n\t\t\"CAD\": \"$\",\n\t\t\"JPY\": \"¥\",\n\t\t\"EUR\": \"€\",\n\t\t\"TRY\": \"₺\",\n\t\t\"GBP\": \"£\",\n\t}\n\n\tlogo := \"$\" //default\n\tif val, ok := logos[currencyCode]; ok {\n\t\tlogo = val\n\t}\n\treturn logo\n}\n\nfunc stringinSlice(slice []string, val string) bool {\n\tfor _, item := range slice {\n\t\tif item == val {\n\t\t\treturn true\n\t\t}\n\t}\n\treturn false\n}\n" + } + ] +}