Publish Cloud-OpsBench v1.0.0 benchmark artifacts (part 64)
Browse filesSource: https://github.com/LLM4Ops/Cloud-OpsBench/tree/ea05dafbc87b5985df8721622d63d4229c2b4224
This view is limited to 50 files because it contains too many changes. See raw diff
- golden-trajectory/boutique/admission/56/path2.json +34 -0
- golden-trajectory/boutique/admission/57/path1.json +46 -0
- golden-trajectory/boutique/admission/57/path2.json +46 -0
- golden-trajectory/boutique/admission/58/path1.json +46 -0
- golden-trajectory/boutique/admission/58/path2.json +46 -0
- golden-trajectory/boutique/admission/6/path1.json +46 -0
- golden-trajectory/boutique/admission/6/path2.json +52 -0
- golden-trajectory/boutique/admission/7/path1.json +40 -0
- golden-trajectory/boutique/admission/7/path2.json +64 -0
- golden-trajectory/boutique/admission/8/path1.json +40 -0
- golden-trajectory/boutique/admission/8/path2.json +67 -0
- golden-trajectory/boutique/admission/9/path1.json +28 -0
- golden-trajectory/boutique/admission/9/path2.json +58 -0
- golden-trajectory/boutique/codedefect/1/path1.json +58 -0
- golden-trajectory/boutique/codedefect/1/path2.json +70 -0
- golden-trajectory/boutique/codedefect/10/path1.json +52 -0
- golden-trajectory/boutique/codedefect/10/path2.json +46 -0
- golden-trajectory/boutique/codedefect/11/path1.json +58 -0
- golden-trajectory/boutique/codedefect/11/path2.json +46 -0
- golden-trajectory/boutique/codedefect/12/path1.json +58 -0
- golden-trajectory/boutique/codedefect/12/path2.json +82 -0
- golden-trajectory/boutique/codedefect/13/path1.json +58 -0
- golden-trajectory/boutique/codedefect/13/path2.json +70 -0
- golden-trajectory/boutique/codedefect/14/path1.json +64 -0
- golden-trajectory/boutique/codedefect/14/path2.json +76 -0
- golden-trajectory/boutique/codedefect/15/path1.json +58 -0
- golden-trajectory/boutique/codedefect/15/path2.json +64 -0
- golden-trajectory/boutique/codedefect/16/path1.json +58 -0
- golden-trajectory/boutique/codedefect/16/path2.json +64 -0
- golden-trajectory/boutique/codedefect/17/path1.json +58 -0
- golden-trajectory/boutique/codedefect/17/path2.json +64 -0
- golden-trajectory/boutique/codedefect/18/path1.json +58 -0
- golden-trajectory/boutique/codedefect/18/path2.json +64 -0
- golden-trajectory/boutique/codedefect/19/path1.json +46 -0
- golden-trajectory/boutique/codedefect/19/path2.json +58 -0
- golden-trajectory/boutique/codedefect/2/path1.json +58 -0
- golden-trajectory/boutique/codedefect/2/path2.json +70 -0
- golden-trajectory/boutique/codedefect/20/path1.json +46 -0
- golden-trajectory/boutique/codedefect/20/path2.json +52 -0
- golden-trajectory/boutique/codedefect/21/path1.json +46 -0
- golden-trajectory/boutique/codedefect/21/path2.json +52 -0
- golden-trajectory/boutique/codedefect/22/path1.json +46 -0
- golden-trajectory/boutique/codedefect/22/path2.json +52 -0
- golden-trajectory/boutique/codedefect/23/path1.json +46 -0
- golden-trajectory/boutique/codedefect/23/path2.json +52 -0
- golden-trajectory/boutique/codedefect/24/path1.json +58 -0
- golden-trajectory/boutique/codedefect/24/path2.json +70 -0
- golden-trajectory/boutique/codedefect/25/path1.json +58 -0
- golden-trajectory/boutique/codedefect/25/path2.json +64 -0
- golden-trajectory/boutique/codedefect/26/path1.json +64 -0
golden-trajectory/boutique/admission/56/path2.json
ADDED
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{
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"statistics": {
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"valid_tool_call_count": 4,
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"total_trace_steps": 4,
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"history_called_tool_names": [
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"GetResources",
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"DescribeResource",
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"GetAppYAML",
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"GetResources"
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]
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},
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"diagnostic_trace": [
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{
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"tool_name": "GetResources",
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"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
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"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"
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},
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{
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"tool_name": "DescribeResource",
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"calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-5858bb886-mtcdp'}",
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"output": "Name: redis-cart-5858bb886-mtcdp\nNamespace: boutique\nPriority: 0\nService Account: default\nNode: <none>\nLabels: app=redis-cart\n pod-template-hash=5858bb886\nAnnotations: <none>\nStatus: Pending\nIP: \nIPs: <none>\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: <none>\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: <nil>\n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: <none>\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"
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},
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{
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"tool_name": "GetAppYAML",
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"calling": "tool_name='GetAppYAML' arguments={app_name: 'redis-cart'}",
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"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"
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},
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{
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"tool_name": "GetResources",
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"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'resourcequota', name: None, show_labels: False, output_wide: False, label_selector: None}",
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"output": "NAME AGE REQUEST LIMIT\nstorage-quota 2m7s requests.storage: 0/1Gi \n"
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}
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]
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}
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golden-trajectory/boutique/admission/57/path1.json
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{
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"statistics": {
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"valid_tool_call_count": 6,
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"total_trace_steps": 6,
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| 5 |
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"history_called_tool_names": [
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"GetResources",
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"DescribeResource",
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"GetResources",
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"GetAppYAML",
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"GetResources",
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"GetResources"
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]
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},
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"diagnostic_trace": [
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{
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"tool_name": "GetResources",
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"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
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"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"
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},
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{
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"tool_name": "DescribeResource",
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"calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-5858bb886-dvpvz'}",
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"output": "Name: redis-cart-5858bb886-dvpvz\nNamespace: boutique\nPriority: 0\nService Account: default\nNode: <none>\nLabels: app=redis-cart\n pod-template-hash=5858bb886\nAnnotations: <none>\nStatus: Pending\nIP: \nIPs: <none>\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: <none>\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: <nil>\n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: <none>\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"
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},
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{
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"tool_name": "GetResources",
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"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pvc', name: None, show_labels: False, output_wide: False, label_selector: None}",
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"output": ""
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},
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{
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"tool_name": "GetAppYAML",
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"calling": "tool_name='GetAppYAML' arguments={app_name: 'redis-cart'}",
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"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"
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},
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{
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"tool_name": "GetResources",
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| 37 |
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"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'event', name: None, show_labels: False, output_wide: False, label_selector: None}",
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| 38 |
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"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"
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"tool_name": "GetResources",
|
| 42 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'resourcequota', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 43 |
+
"output": "NAME AGE REQUEST LIMIT\nstorage-quota 2m6s requests.storage: 0/1Gi \n"
|
| 44 |
+
}
|
| 45 |
+
]
|
| 46 |
+
}
|
golden-trajectory/boutique/admission/57/path2.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 6,
|
| 4 |
+
"total_trace_steps": 6,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"DescribeResource",
|
| 8 |
+
"GetResources",
|
| 9 |
+
"GetResources",
|
| 10 |
+
"GetAppYAML",
|
| 11 |
+
"GetResources"
|
| 12 |
+
]
|
| 13 |
+
},
|
| 14 |
+
"diagnostic_trace": [
|
| 15 |
+
{
|
| 16 |
+
"tool_name": "GetResources",
|
| 17 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 18 |
+
"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"
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"tool_name": "DescribeResource",
|
| 22 |
+
"calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-5858bb886-dvpvz'}",
|
| 23 |
+
"output": "Name: redis-cart-5858bb886-dvpvz\nNamespace: boutique\nPriority: 0\nService Account: default\nNode: <none>\nLabels: app=redis-cart\n pod-template-hash=5858bb886\nAnnotations: <none>\nStatus: Pending\nIP: \nIPs: <none>\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: <none>\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: <nil>\n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: <none>\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"
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"tool_name": "GetResources",
|
| 27 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pvc', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 28 |
+
"output": ""
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"tool_name": "GetResources",
|
| 32 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pv', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 33 |
+
"output": "NAME CAPACITY ACCESS MODES RECLAIM POLICY STATUS CLAIM STORAGECLASS VOLUMEATTRIBUTESCLASS REASON AGE\nredis-cart-pv 5Gi RWO Retain Available <unset> 2m10s\n"
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"tool_name": "GetAppYAML",
|
| 37 |
+
"calling": "tool_name='GetAppYAML' arguments={app_name: 'redis-cart'}",
|
| 38 |
+
"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"
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"tool_name": "GetResources",
|
| 42 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'resourcequota', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 43 |
+
"output": "NAME AGE REQUEST LIMIT\nstorage-quota 2m6s requests.storage: 0/1Gi \n"
|
| 44 |
+
}
|
| 45 |
+
]
|
| 46 |
+
}
|
golden-trajectory/boutique/admission/58/path1.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 6,
|
| 4 |
+
"total_trace_steps": 6,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"DescribeResource",
|
| 8 |
+
"GetResources",
|
| 9 |
+
"GetAppYAML",
|
| 10 |
+
"GetResources",
|
| 11 |
+
"GetResources"
|
| 12 |
+
]
|
| 13 |
+
},
|
| 14 |
+
"diagnostic_trace": [
|
| 15 |
+
{
|
| 16 |
+
"tool_name": "GetResources",
|
| 17 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 18 |
+
"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"
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"tool_name": "DescribeResource",
|
| 22 |
+
"calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-5858bb886-pzpdk'}",
|
| 23 |
+
"output": "Name: redis-cart-5858bb886-pzpdk\nNamespace: boutique\nPriority: 0\nService Account: default\nNode: <none>\nLabels: app=redis-cart\n pod-template-hash=5858bb886\nAnnotations: <none>\nStatus: Pending\nIP: \nIPs: <none>\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: <none>\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: <nil>\n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: <none>\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"
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"tool_name": "GetResources",
|
| 27 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pvc', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 28 |
+
"output": "NAME STATUS VOLUME CAPACITY ACCESS MODES STORAGECLASS VOLUMEATTRIBUTESCLASS AGE\npre-existing-pvc Bound pre-existing-pv 10Gi RWO <unset> 102s\n"
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"tool_name": "GetAppYAML",
|
| 32 |
+
"calling": "tool_name='GetAppYAML' arguments={app_name: 'redis-cart'}",
|
| 33 |
+
"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"
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"tool_name": "GetResources",
|
| 37 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'event', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 38 |
+
"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"
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"tool_name": "GetResources",
|
| 42 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'resourcequota', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 43 |
+
"output": "NAME AGE REQUEST LIMIT\nstorage-quota 112s requests.storage: 9Gi/10Gi \n"
|
| 44 |
+
}
|
| 45 |
+
]
|
| 46 |
+
}
|
golden-trajectory/boutique/admission/58/path2.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 6,
|
| 4 |
+
"total_trace_steps": 6,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"DescribeResource",
|
| 8 |
+
"GetResources",
|
| 9 |
+
"GetAppYAML",
|
| 10 |
+
"GetResources",
|
| 11 |
+
"GetResources"
|
| 12 |
+
]
|
| 13 |
+
},
|
| 14 |
+
"diagnostic_trace": [
|
| 15 |
+
{
|
| 16 |
+
"tool_name": "GetResources",
|
| 17 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 18 |
+
"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"
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"tool_name": "DescribeResource",
|
| 22 |
+
"calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-5858bb886-pzpdk'}",
|
| 23 |
+
"output": "Name: redis-cart-5858bb886-pzpdk\nNamespace: boutique\nPriority: 0\nService Account: default\nNode: <none>\nLabels: app=redis-cart\n pod-template-hash=5858bb886\nAnnotations: <none>\nStatus: Pending\nIP: \nIPs: <none>\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: <none>\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: <nil>\n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: <none>\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"
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"tool_name": "GetResources",
|
| 27 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pvc', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 28 |
+
"output": "NAME STATUS VOLUME CAPACITY ACCESS MODES STORAGECLASS VOLUMEATTRIBUTESCLASS AGE\npre-existing-pvc Bound pre-existing-pv 10Gi RWO <unset> 102s\n"
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"tool_name": "GetAppYAML",
|
| 32 |
+
"calling": "tool_name='GetAppYAML' arguments={app_name: 'redis-cart'}",
|
| 33 |
+
"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"
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"tool_name": "GetResources",
|
| 37 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'event', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 38 |
+
"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"
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"tool_name": "GetResources",
|
| 42 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'resourcequota', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 43 |
+
"output": "NAME AGE REQUEST LIMIT\nstorage-quota 112s requests.storage: 9Gi/10Gi \n"
|
| 44 |
+
}
|
| 45 |
+
]
|
| 46 |
+
}
|
golden-trajectory/boutique/admission/6/path1.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 6,
|
| 4 |
+
"total_trace_steps": 6,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetResources",
|
| 9 |
+
"GetResources",
|
| 10 |
+
"DescribeResource",
|
| 11 |
+
"GetAppYAML"
|
| 12 |
+
]
|
| 13 |
+
},
|
| 14 |
+
"diagnostic_trace": [
|
| 15 |
+
{
|
| 16 |
+
"tool_name": "GetResources",
|
| 17 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 18 |
+
"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"
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"tool_name": "GetResources",
|
| 22 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'svc', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 23 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.52.66 <none> 9555/TCP 95s\ncartservice ClusterIP 10.68.212.0 <none> 7070/TCP 95s\ncheckoutservice ClusterIP 10.68.164.57 <none> 5050/TCP 95s\ncurrencyservice ClusterIP 10.68.128.117 <none> 7000/TCP 95s\nemailservice ClusterIP 10.68.249.81 <none> 5000/TCP 95s\nfrontend ClusterIP 10.68.217.6 <none> 80/TCP 93s\nfrontend-external NodePort 10.68.81.13 <none> 80:30080/TCP 93s\npaymentservice ClusterIP 10.68.162.168 <none> 50051/TCP 94s\nproductcatalogservice ClusterIP 10.68.233.239 <none> 3550/TCP 94s\nrecommendationservice ClusterIP 10.68.126.122 <none> 8080/TCP 94s\nredis-cart ClusterIP 10.68.46.103 <none> 6379/TCP 94s\nshippingservice ClusterIP 10.68.125.130 <none> 50051/TCP 94s\n"
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"tool_name": "GetResources",
|
| 27 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 28 |
+
"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 <none> 106s\nfrontend-external <none> 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"
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"tool_name": "GetResources",
|
| 32 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'replicaset', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 33 |
+
"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"
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"tool_name": "DescribeResource",
|
| 37 |
+
"calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'replicaset', name: 'frontend-fbbd6d5f5'}",
|
| 38 |
+
"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: <none>\n Volumes: <none>\n Node-Selectors: <none>\n Tolerations: <none>\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"
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"tool_name": "GetAppYAML",
|
| 42 |
+
"calling": "tool_name='GetAppYAML' arguments={app_name: 'frontend'}",
|
| 43 |
+
"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"
|
| 44 |
+
}
|
| 45 |
+
]
|
| 46 |
+
}
|
golden-trajectory/boutique/admission/6/path2.json
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 7,
|
| 4 |
+
"total_trace_steps": 7,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetRecentLogs",
|
| 8 |
+
"GetResources",
|
| 9 |
+
"DescribeResource",
|
| 10 |
+
"GetResources",
|
| 11 |
+
"DescribeResource",
|
| 12 |
+
"GetAppYAML"
|
| 13 |
+
]
|
| 14 |
+
},
|
| 15 |
+
"diagnostic_trace": [
|
| 16 |
+
{
|
| 17 |
+
"tool_name": "GetResources",
|
| 18 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 19 |
+
"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"
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"tool_name": "GetRecentLogs",
|
| 23 |
+
"calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'frontend', lines: 20}",
|
| 24 |
+
"output": []
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"tool_name": "GetResources",
|
| 28 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'deploy', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 29 |
+
"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"
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"tool_name": "DescribeResource",
|
| 33 |
+
"calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'deploy', name: 'frontend'}",
|
| 34 |
+
"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: <none>\n Volumes: <none>\n Node-Selectors: <none>\n Tolerations: <none>\nConditions:\n Type Status Reason\n ---- ------ ------\n Progressing True NewReplicaSetCreated\n Available False MinimumReplicasUnavailable\n ReplicaFailure True FailedCreate\nOldReplicaSets: <none>\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"
|
| 35 |
+
},
|
| 36 |
+
{
|
| 37 |
+
"tool_name": "GetResources",
|
| 38 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'replicaset', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 39 |
+
"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"
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"tool_name": "DescribeResource",
|
| 43 |
+
"calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'replicaset', name: 'frontend-fbbd6d5f5'}",
|
| 44 |
+
"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: <none>\n Volumes: <none>\n Node-Selectors: <none>\n Tolerations: <none>\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"
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"tool_name": "GetAppYAML",
|
| 48 |
+
"calling": "tool_name='GetAppYAML' arguments={app_name: 'frontend'}",
|
| 49 |
+
"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"
|
| 50 |
+
}
|
| 51 |
+
]
|
| 52 |
+
}
|
golden-trajectory/boutique/admission/7/path1.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 5,
|
| 4 |
+
"total_trace_steps": 5,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"DescribeResource",
|
| 9 |
+
"GetResources",
|
| 10 |
+
"GetAppYAML"
|
| 11 |
+
]
|
| 12 |
+
},
|
| 13 |
+
"diagnostic_trace": [
|
| 14 |
+
{
|
| 15 |
+
"tool_name": "GetResources",
|
| 16 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 17 |
+
"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"
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"tool_name": "GetResources",
|
| 21 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 22 |
+
"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 <none> 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"
|
| 23 |
+
},
|
| 24 |
+
{
|
| 25 |
+
"tool_name": "DescribeResource",
|
| 26 |
+
"calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'deploy', name: 'paymentservice'}",
|
| 27 |
+
"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 <pod>:50051 delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: grpc <pod>:50051 delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment:\n PORT: 50051\n DISABLE_PROFILER: 1\n Mounts: <none>\n Volumes: <none>\n Node-Selectors: <none>\n Tolerations: <none>\nConditions:\n Type Status Reason\n ---- ------ ------\n Progressing True NewReplicaSetCreated\n Available False MinimumReplicasUnavailable\n ReplicaFailure True FailedCreate\nOldReplicaSets: <none>\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"
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"tool_name": "GetResources",
|
| 31 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'events', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 32 |
+
"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"
|
| 33 |
+
},
|
| 34 |
+
{
|
| 35 |
+
"tool_name": "GetAppYAML",
|
| 36 |
+
"calling": "tool_name='GetAppYAML' arguments={app_name: 'paymentservice'}",
|
| 37 |
+
"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"
|
| 38 |
+
}
|
| 39 |
+
]
|
| 40 |
+
}
|
golden-trajectory/boutique/admission/7/path2.json
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 9,
|
| 4 |
+
"total_trace_steps": 9,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetErrorLogs",
|
| 8 |
+
"GetResources",
|
| 9 |
+
"GetResources",
|
| 10 |
+
"GetResources",
|
| 11 |
+
"DescribeResource",
|
| 12 |
+
"GetResources",
|
| 13 |
+
"DescribeResource",
|
| 14 |
+
"GetAppYAML"
|
| 15 |
+
]
|
| 16 |
+
},
|
| 17 |
+
"diagnostic_trace": [
|
| 18 |
+
{
|
| 19 |
+
"tool_name": "GetResources",
|
| 20 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 21 |
+
"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"
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"tool_name": "GetErrorLogs",
|
| 25 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 26 |
+
"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}\""
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"tool_name": "GetResources",
|
| 30 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'svc', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 31 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.133.29 <none> 9555/TCP 95s\ncartservice ClusterIP 10.68.251.214 <none> 7070/TCP 95s\ncheckoutservice ClusterIP 10.68.34.249 <none> 5050/TCP 95s\ncurrencyservice ClusterIP 10.68.47.201 <none> 7000/TCP 94s\nemailservice ClusterIP 10.68.128.86 <none> 5000/TCP 94s\nfrontend ClusterIP 10.68.216.213 <none> 80/TCP 94s\nfrontend-external NodePort 10.68.200.214 <none> 80:30080/TCP 94s\npaymentservice ClusterIP 10.68.31.183 <none> 50051/TCP 93s\nproductcatalogservice ClusterIP 10.68.96.138 <none> 3550/TCP 94s\nrecommendationservice ClusterIP 10.68.184.164 <none> 8080/TCP 94s\nredis-cart ClusterIP 10.68.226.250 <none> 6379/TCP 93s\nshippingservice ClusterIP 10.68.2.247 <none> 50051/TCP 93s\n"
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"tool_name": "GetResources",
|
| 35 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 36 |
+
"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 <none> 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"
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"tool_name": "GetResources",
|
| 40 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'deploy', name: 'paymentservice', show_labels: False, output_wide: False, label_selector: None}",
|
| 41 |
+
"output": "NAME READY UP-TO-DATE AVAILABLE AGE\npaymentservice 0/1 0 0 98s\n"
|
| 42 |
+
},
|
| 43 |
+
{
|
| 44 |
+
"tool_name": "DescribeResource",
|
| 45 |
+
"calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'deploy', name: 'paymentservice'}",
|
| 46 |
+
"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 <pod>:50051 delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: grpc <pod>:50051 delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment:\n PORT: 50051\n DISABLE_PROFILER: 1\n Mounts: <none>\n Volumes: <none>\n Node-Selectors: <none>\n Tolerations: <none>\nConditions:\n Type Status Reason\n ---- ------ ------\n Progressing True NewReplicaSetCreated\n Available False MinimumReplicasUnavailable\n ReplicaFailure True FailedCreate\nOldReplicaSets: <none>\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"
|
| 47 |
+
},
|
| 48 |
+
{
|
| 49 |
+
"tool_name": "GetResources",
|
| 50 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'replicaset', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 51 |
+
"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"
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"tool_name": "DescribeResource",
|
| 55 |
+
"calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'replicaset', name: 'paymentservice-f8f957d54'}",
|
| 56 |
+
"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 <pod>:50051 delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: grpc <pod>:50051 delay=5s timeout=1s period=10s #success=1 #failure=3\n Environment:\n PORT: 50051\n DISABLE_PROFILER: 1\n Mounts: <none>\n Volumes: <none>\n Node-Selectors: <none>\n Tolerations: <none>\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"
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
+
"tool_name": "GetAppYAML",
|
| 60 |
+
"calling": "tool_name='GetAppYAML' arguments={app_name: 'paymentservice'}",
|
| 61 |
+
"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"
|
| 62 |
+
}
|
| 63 |
+
]
|
| 64 |
+
}
|
golden-trajectory/boutique/admission/8/path1.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 5,
|
| 4 |
+
"total_trace_steps": 5,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetResources",
|
| 9 |
+
"GetResources",
|
| 10 |
+
"GetAppYAML"
|
| 11 |
+
]
|
| 12 |
+
},
|
| 13 |
+
"diagnostic_trace": [
|
| 14 |
+
{
|
| 15 |
+
"tool_name": "GetResources",
|
| 16 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 17 |
+
"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"
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"tool_name": "GetResources",
|
| 21 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'svc', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 22 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.89.217 <none> 9555/TCP 95s\ncartservice ClusterIP 10.68.196.155 <none> 7070/TCP 95s\ncheckoutservice ClusterIP 10.68.138.111 <none> 5050/TCP 95s\ncurrencyservice ClusterIP 10.68.91.36 <none> 7000/TCP 94s\nemailservice ClusterIP 10.68.120.85 <none> 5000/TCP 94s\nfrontend ClusterIP 10.68.217.204 <none> 80/TCP 94s\nfrontend-external NodePort 10.68.131.64 <none> 80:30080/TCP 94s\npaymentservice ClusterIP 10.68.193.32 <none> 50051/TCP 94s\nproductcatalogservice ClusterIP 10.68.103.92 <none> 3550/TCP 93s\nrecommendationservice ClusterIP 10.68.80.122 <none> 8080/TCP 94s\nredis-cart ClusterIP 10.68.240.175 <none> 6379/TCP 93s\nshippingservice ClusterIP 10.68.64.144 <none> 50051/TCP 93s\n"
|
| 23 |
+
},
|
| 24 |
+
{
|
| 25 |
+
"tool_name": "GetResources",
|
| 26 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 27 |
+
"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 <none> 107s\nrecommendationservice 172.20.1.213:8080 108s\nredis-cart 172.20.2.52:6379 107s\nshippingservice 172.20.1.214:50051 107s\n"
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"tool_name": "GetResources",
|
| 31 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'event', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 32 |
+
"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"
|
| 33 |
+
},
|
| 34 |
+
{
|
| 35 |
+
"tool_name": "GetAppYAML",
|
| 36 |
+
"calling": "tool_name='GetAppYAML' arguments={app_name: 'productcatalogservice'}",
|
| 37 |
+
"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"
|
| 38 |
+
}
|
| 39 |
+
]
|
| 40 |
+
}
|
golden-trajectory/boutique/admission/8/path2.json
ADDED
|
@@ -0,0 +1,67 @@
|
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|
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|
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|
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|
|
|
|
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|
|
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|
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|
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|
|
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|
|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 6,
|
| 4 |
+
"total_trace_steps": 6,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetRecentLogs",
|
| 8 |
+
"GetErrorLogs",
|
| 9 |
+
"GetResources",
|
| 10 |
+
"GetResources",
|
| 11 |
+
"GetResources"
|
| 12 |
+
]
|
| 13 |
+
},
|
| 14 |
+
"diagnostic_trace": [
|
| 15 |
+
{
|
| 16 |
+
"tool_name": "GetResources",
|
| 17 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 18 |
+
"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"
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"tool_name": "GetRecentLogs",
|
| 22 |
+
"calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'frontend', lines: 20}",
|
| 23 |
+
"output": [
|
| 24 |
+
"{\"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\"}",
|
| 25 |
+
"{\"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\"}",
|
| 26 |
+
"{\"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\"}",
|
| 27 |
+
"{\"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\"}",
|
| 28 |
+
"{\"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\"}",
|
| 29 |
+
"{\"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\"}",
|
| 30 |
+
"{\"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\"}",
|
| 31 |
+
"{\"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\"}",
|
| 32 |
+
"{\"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\"}",
|
| 33 |
+
"{\"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\"}",
|
| 34 |
+
"{\"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\"}",
|
| 35 |
+
"{\"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\"}",
|
| 36 |
+
"{\"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\"}",
|
| 37 |
+
"{\"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\"}",
|
| 38 |
+
"{\"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\"}",
|
| 39 |
+
"{\"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\"}",
|
| 40 |
+
"{\"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\"}",
|
| 41 |
+
"{\"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\"}",
|
| 42 |
+
"{\"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\"}",
|
| 43 |
+
"{\"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\"}"
|
| 44 |
+
]
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"tool_name": "GetErrorLogs",
|
| 48 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 49 |
+
"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}\""
|
| 50 |
+
},
|
| 51 |
+
{
|
| 52 |
+
"tool_name": "GetResources",
|
| 53 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'deploy', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 54 |
+
"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"
|
| 55 |
+
},
|
| 56 |
+
{
|
| 57 |
+
"tool_name": "GetResources",
|
| 58 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 59 |
+
"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 <none> 107s\nrecommendationservice 172.20.1.213:8080 108s\nredis-cart 172.20.2.52:6379 107s\nshippingservice 172.20.1.214:50051 107s\n"
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"tool_name": "GetResources",
|
| 63 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'event', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 64 |
+
"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"
|
| 65 |
+
}
|
| 66 |
+
]
|
| 67 |
+
}
|
golden-trajectory/boutique/admission/9/path1.json
ADDED
|
@@ -0,0 +1,28 @@
|
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|
|
|
|
|
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|
|
|
|
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|
|
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|
|
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|
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|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 3,
|
| 4 |
+
"total_trace_steps": 3,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetResources"
|
| 9 |
+
]
|
| 10 |
+
},
|
| 11 |
+
"diagnostic_trace": [
|
| 12 |
+
{
|
| 13 |
+
"tool_name": "GetResources",
|
| 14 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 15 |
+
"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"
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"tool_name": "GetResources",
|
| 19 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'deploy', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 20 |
+
"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"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"tool_name": "GetResources",
|
| 24 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'event', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 25 |
+
"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"
|
| 26 |
+
}
|
| 27 |
+
]
|
| 28 |
+
}
|
golden-trajectory/boutique/admission/9/path2.json
ADDED
|
@@ -0,0 +1,58 @@
|
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|
|
|
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|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 8,
|
| 4 |
+
"total_trace_steps": 8,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetErrorLogs",
|
| 8 |
+
"GetResources",
|
| 9 |
+
"GetResources",
|
| 10 |
+
"DescribeResource",
|
| 11 |
+
"GetResources",
|
| 12 |
+
"DescribeResource",
|
| 13 |
+
"GetAppYAML"
|
| 14 |
+
]
|
| 15 |
+
},
|
| 16 |
+
"diagnostic_trace": [
|
| 17 |
+
{
|
| 18 |
+
"tool_name": "GetResources",
|
| 19 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 20 |
+
"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"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"tool_name": "GetErrorLogs",
|
| 24 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 25 |
+
"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}\""
|
| 26 |
+
},
|
| 27 |
+
{
|
| 28 |
+
"tool_name": "GetResources",
|
| 29 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'svc', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 30 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.22.127 <none> 9555/TCP 95s\ncartservice ClusterIP 10.68.211.177 <none> 7070/TCP 95s\ncheckoutservice ClusterIP 10.68.24.163 <none> 5050/TCP 94s\ncurrencyservice ClusterIP 10.68.235.201 <none> 7000/TCP 94s\nemailservice ClusterIP 10.68.55.49 <none> 5000/TCP 94s\nfrontend ClusterIP 10.68.63.222 <none> 80/TCP 94s\nfrontend-external NodePort 10.68.141.61 <none> 80:30080/TCP 94s\npaymentservice ClusterIP 10.68.126.0 <none> 50051/TCP 94s\nproductcatalogservice ClusterIP 10.68.60.49 <none> 3550/TCP 93s\nrecommendationservice ClusterIP 10.68.170.142 <none> 8080/TCP 93s\nredis-cart ClusterIP 10.68.19.153 <none> 6379/TCP 93s\nshippingservice ClusterIP 10.68.97.105 <none> 50051/TCP 93s\n"
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"tool_name": "GetResources",
|
| 34 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 35 |
+
"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 <none> 107s\nredis-cart 172.20.2.57:6379 107s\nshippingservice 172.20.1.219:50051 107s\n"
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"tool_name": "DescribeResource",
|
| 39 |
+
"calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'deploy', name: 'recommendationservice'}",
|
| 40 |
+
"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 <pod>:8080 delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: grpc <pod>: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: <none>\n Volumes: <none>\n Node-Selectors: <none>\n Tolerations: <none>\nConditions:\n Type Status Reason\n ---- ------ ------\n Progressing True NewReplicaSetCreated\n Available False MinimumReplicasUnavailable\n ReplicaFailure True FailedCreate\nOldReplicaSets: <none>\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"
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"tool_name": "GetResources",
|
| 44 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'replicaset', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 45 |
+
"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"
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"tool_name": "DescribeResource",
|
| 49 |
+
"calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'replicaset', name: 'recommendationservice-7595cbfcbd'}",
|
| 50 |
+
"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 <pod>:8080 delay=5s timeout=1s period=10s #success=1 #failure=3\n Readiness: grpc <pod>: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: <none>\n Volumes: <none>\n Node-Selectors: <none>\n Tolerations: <none>\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"
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"tool_name": "GetAppYAML",
|
| 54 |
+
"calling": "tool_name='GetAppYAML' arguments={app_name: 'recommendationservice'}",
|
| 55 |
+
"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"
|
| 56 |
+
}
|
| 57 |
+
]
|
| 58 |
+
}
|
golden-trajectory/boutique/codedefect/1/path1.json
ADDED
|
@@ -0,0 +1,58 @@
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{
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"statistics": {
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"valid_tool_call_count": 8,
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"total_trace_steps": 8,
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"history_called_tool_names": [
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"GetResources",
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"DescribeResource",
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"GetAlerts",
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"GetErrorLogs",
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"GetErrorLogs",
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"GetErrorLogs",
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"ListCodeFiles",
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"GetSourceCode"
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]
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},
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"diagnostic_trace": [
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{
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"tool_name": "GetResources",
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"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
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"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"
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},
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{
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"tool_name": "DescribeResource",
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"calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'checkoutservice-7c8866657f-db778', namespace: 'boutique'}",
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"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: <none>\n Host Port: <none>\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: <unset>\n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: <unset>\n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\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: <nil>\n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: <none>\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."
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},
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{
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"tool_name": "GetAlerts",
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"calling": "tool_name='GetAlerts' arguments={}",
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"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')\"}]}"
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},
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{
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"tool_name": "GetErrorLogs",
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"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
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"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}"
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},
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{
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"tool_name": "GetErrorLogs",
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"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}",
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"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}"
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},
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{
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"tool_name": "GetErrorLogs",
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"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}",
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"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}"
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},
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{
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"tool_name": "ListCodeFiles",
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"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
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"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}"
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},
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{
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"tool_name": "GetSourceCode",
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"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
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"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"
|
| 56 |
+
}
|
| 57 |
+
]
|
| 58 |
+
}
|
golden-trajectory/boutique/codedefect/1/path2.json
ADDED
|
@@ -0,0 +1,70 @@
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|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 10,
|
| 4 |
+
"total_trace_steps": 10,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"DescribeResource",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetErrorLogs",
|
| 10 |
+
"GetServiceDependencies",
|
| 11 |
+
"GetErrorLogs",
|
| 12 |
+
"GetErrorLogs",
|
| 13 |
+
"GetAppYAML",
|
| 14 |
+
"ListCodeFiles",
|
| 15 |
+
"GetSourceCode"
|
| 16 |
+
]
|
| 17 |
+
},
|
| 18 |
+
"diagnostic_trace": [
|
| 19 |
+
{
|
| 20 |
+
"tool_name": "GetResources",
|
| 21 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 22 |
+
"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"
|
| 23 |
+
},
|
| 24 |
+
{
|
| 25 |
+
"tool_name": "DescribeResource",
|
| 26 |
+
"calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'checkoutservice-7c8866657f-db778', namespace: 'boutique'}",
|
| 27 |
+
"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: <none>\n Host Port: <none>\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: <unset>\n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: <unset>\n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\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: <nil>\n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: <none>\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."
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"tool_name": "GetAlerts",
|
| 31 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 32 |
+
"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')\"}]}"
|
| 33 |
+
},
|
| 34 |
+
{
|
| 35 |
+
"tool_name": "GetErrorLogs",
|
| 36 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 37 |
+
"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}"
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"tool_name": "GetServiceDependencies",
|
| 41 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 42 |
+
"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"
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"tool_name": "GetErrorLogs",
|
| 46 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}",
|
| 47 |
+
"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}"
|
| 48 |
+
},
|
| 49 |
+
{
|
| 50 |
+
"tool_name": "GetErrorLogs",
|
| 51 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}",
|
| 52 |
+
"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}"
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"tool_name": "GetAppYAML",
|
| 56 |
+
"calling": "tool_name='GetAppYAML' arguments={app_name: 'checkoutservice'}",
|
| 57 |
+
"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"
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"tool_name": "ListCodeFiles",
|
| 61 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 62 |
+
"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}"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"tool_name": "GetSourceCode",
|
| 66 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 67 |
+
"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"
|
| 68 |
+
}
|
| 69 |
+
]
|
| 70 |
+
}
|
golden-trajectory/boutique/codedefect/10/path1.json
ADDED
|
@@ -0,0 +1,52 @@
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|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 7,
|
| 4 |
+
"total_trace_steps": 7,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetErrorLogs",
|
| 10 |
+
"GetServiceDependencies",
|
| 11 |
+
"ListCodeFiles",
|
| 12 |
+
"GetSourceCode"
|
| 13 |
+
]
|
| 14 |
+
},
|
| 15 |
+
"diagnostic_trace": [
|
| 16 |
+
{
|
| 17 |
+
"tool_name": "GetResources",
|
| 18 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 19 |
+
"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"
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"tool_name": "GetResources",
|
| 23 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 24 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.35.184 <none> 9555/TCP 5m46s\ncartservice ClusterIP 10.68.116.198 <none> 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.42.156 <none> 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.225.110 <none> 7000/TCP 5m45s\nemailservice ClusterIP 10.68.90.32 <none> 5000/TCP 5m45s\nfrontend ClusterIP 10.68.177.150 <none> 80/TCP 5m45s\nfrontend-external NodePort 10.68.210.7 <none> 80:30080/TCP 5m45s\npaymentservice ClusterIP 10.68.153.173 <none> 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.122.129 <none> 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.156.7 <none> 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.232.98 <none> 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.24.67 <none> 50051/TCP 5m44s"
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"tool_name": "GetAlerts",
|
| 28 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 29 |
+
"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']}]}"
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"tool_name": "GetErrorLogs",
|
| 33 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 34 |
+
"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}"
|
| 35 |
+
},
|
| 36 |
+
{
|
| 37 |
+
"tool_name": "GetServiceDependencies",
|
| 38 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 39 |
+
"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"
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"tool_name": "ListCodeFiles",
|
| 43 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 44 |
+
"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}"
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"tool_name": "GetSourceCode",
|
| 48 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 49 |
+
"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"
|
| 50 |
+
}
|
| 51 |
+
]
|
| 52 |
+
}
|
golden-trajectory/boutique/codedefect/10/path2.json
ADDED
|
@@ -0,0 +1,46 @@
|
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|
|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 6,
|
| 4 |
+
"total_trace_steps": 6,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetServiceDependencies",
|
| 10 |
+
"ListCodeFiles",
|
| 11 |
+
"GetSourceCode"
|
| 12 |
+
]
|
| 13 |
+
},
|
| 14 |
+
"diagnostic_trace": [
|
| 15 |
+
{
|
| 16 |
+
"tool_name": "GetResources",
|
| 17 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 18 |
+
"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"
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"tool_name": "GetResources",
|
| 22 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 23 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.35.184 <none> 9555/TCP 5m46s\ncartservice ClusterIP 10.68.116.198 <none> 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.42.156 <none> 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.225.110 <none> 7000/TCP 5m45s\nemailservice ClusterIP 10.68.90.32 <none> 5000/TCP 5m45s\nfrontend ClusterIP 10.68.177.150 <none> 80/TCP 5m45s\nfrontend-external NodePort 10.68.210.7 <none> 80:30080/TCP 5m45s\npaymentservice ClusterIP 10.68.153.173 <none> 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.122.129 <none> 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.156.7 <none> 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.232.98 <none> 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.24.67 <none> 50051/TCP 5m44s"
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"tool_name": "GetAlerts",
|
| 27 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 28 |
+
"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']}]}"
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"tool_name": "GetServiceDependencies",
|
| 32 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 33 |
+
"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"
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"tool_name": "ListCodeFiles",
|
| 37 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 38 |
+
"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}"
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"tool_name": "GetSourceCode",
|
| 42 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 43 |
+
"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"
|
| 44 |
+
}
|
| 45 |
+
]
|
| 46 |
+
}
|
golden-trajectory/boutique/codedefect/11/path1.json
ADDED
|
@@ -0,0 +1,58 @@
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|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 8,
|
| 4 |
+
"total_trace_steps": 8,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"DescribeResource",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetRecentLogs",
|
| 10 |
+
"GetErrorLogs",
|
| 11 |
+
"GetAppYAML",
|
| 12 |
+
"ListCodeFiles",
|
| 13 |
+
"GetSourceCode"
|
| 14 |
+
]
|
| 15 |
+
},
|
| 16 |
+
"diagnostic_trace": [
|
| 17 |
+
{
|
| 18 |
+
"tool_name": "GetResources",
|
| 19 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 20 |
+
"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"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"tool_name": "DescribeResource",
|
| 24 |
+
"calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'checkoutservice-548bb9d487-pqdm2', namespace: 'boutique'}",
|
| 25 |
+
"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: <none>\n Host Port: <none>\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: <unset>\n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: <unset>\n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\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: <nil>\n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: <none>\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."
|
| 26 |
+
},
|
| 27 |
+
{
|
| 28 |
+
"tool_name": "GetAlerts",
|
| 29 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 30 |
+
"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')\"}]}"
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"tool_name": "GetRecentLogs",
|
| 34 |
+
"calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}",
|
| 35 |
+
"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']"
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"tool_name": "GetErrorLogs",
|
| 39 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}",
|
| 40 |
+
"output": "No error logs found for checkoutservice in boutique namespace."
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"tool_name": "GetAppYAML",
|
| 44 |
+
"calling": "tool_name='GetAppYAML' arguments={app_name: 'checkoutservice'}",
|
| 45 |
+
"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"
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"tool_name": "ListCodeFiles",
|
| 49 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 50 |
+
"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}"
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"tool_name": "GetSourceCode",
|
| 54 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 55 |
+
"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"
|
| 56 |
+
}
|
| 57 |
+
]
|
| 58 |
+
}
|
golden-trajectory/boutique/codedefect/11/path2.json
ADDED
|
@@ -0,0 +1,46 @@
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|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 6,
|
| 4 |
+
"total_trace_steps": 6,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"DescribeResource",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetAppYAML",
|
| 10 |
+
"ListCodeFiles",
|
| 11 |
+
"GetSourceCode"
|
| 12 |
+
]
|
| 13 |
+
},
|
| 14 |
+
"diagnostic_trace": [
|
| 15 |
+
{
|
| 16 |
+
"tool_name": "GetResources",
|
| 17 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 18 |
+
"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"
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"tool_name": "DescribeResource",
|
| 22 |
+
"calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'checkoutservice-548bb9d487-pqdm2', namespace: 'boutique'}",
|
| 23 |
+
"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: <none>\n Host Port: <none>\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: <unset>\n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: <unset>\n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\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: <nil>\n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: <none>\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."
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"tool_name": "GetAlerts",
|
| 27 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 28 |
+
"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')\"}]}"
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"tool_name": "GetAppYAML",
|
| 32 |
+
"calling": "tool_name='GetAppYAML' arguments={app_name: 'checkoutservice'}",
|
| 33 |
+
"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"
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"tool_name": "ListCodeFiles",
|
| 37 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 38 |
+
"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}"
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"tool_name": "GetSourceCode",
|
| 42 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 43 |
+
"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"
|
| 44 |
+
}
|
| 45 |
+
]
|
| 46 |
+
}
|
golden-trajectory/boutique/codedefect/12/path1.json
ADDED
|
@@ -0,0 +1,58 @@
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|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 8,
|
| 4 |
+
"total_trace_steps": 8,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetErrorLogs",
|
| 10 |
+
"GetErrorLogs",
|
| 11 |
+
"GetServiceDependencies",
|
| 12 |
+
"ListCodeFiles",
|
| 13 |
+
"GetSourceCode"
|
| 14 |
+
]
|
| 15 |
+
},
|
| 16 |
+
"diagnostic_trace": [
|
| 17 |
+
{
|
| 18 |
+
"tool_name": "GetResources",
|
| 19 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 20 |
+
"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"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"tool_name": "GetResources",
|
| 24 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 25 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.61.64 <none> 9555/TCP 5m45s\ncartservice ClusterIP 10.68.56.220 <none> 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.24.116 <none> 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.109.10 <none> 7000/TCP 5m45s\nemailservice ClusterIP 10.68.34.176 <none> 5000/TCP 5m45s\nfrontend ClusterIP 10.68.178.197 <none> 80/TCP 5m44s\nfrontend-external NodePort 10.68.142.154 <none> 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.246.169 <none> 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.56.9 <none> 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.179.66 <none> 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.219.148 <none> 6379/TCP 5m43s\nshippingservice ClusterIP 10.68.68.208 <none> 50051/TCP 5m43s"
|
| 26 |
+
},
|
| 27 |
+
{
|
| 28 |
+
"tool_name": "GetAlerts",
|
| 29 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 30 |
+
"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')\"}]}"
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"tool_name": "GetErrorLogs",
|
| 34 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 35 |
+
"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}"
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"tool_name": "GetErrorLogs",
|
| 39 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'paymentservice'}",
|
| 40 |
+
"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}"
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"tool_name": "GetServiceDependencies",
|
| 44 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 45 |
+
"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"
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"tool_name": "ListCodeFiles",
|
| 49 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 50 |
+
"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}"
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"tool_name": "GetSourceCode",
|
| 54 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 55 |
+
"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"
|
| 56 |
+
}
|
| 57 |
+
]
|
| 58 |
+
}
|
golden-trajectory/boutique/codedefect/12/path2.json
ADDED
|
@@ -0,0 +1,82 @@
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|
|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 12,
|
| 4 |
+
"total_trace_steps": 12,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetServiceDependencies",
|
| 10 |
+
"GetResources",
|
| 11 |
+
"GetErrorLogs",
|
| 12 |
+
"GetErrorLogs",
|
| 13 |
+
"GetErrorLogs",
|
| 14 |
+
"CheckServiceConnectivity",
|
| 15 |
+
"CheckServiceConnectivity",
|
| 16 |
+
"ListCodeFiles",
|
| 17 |
+
"GetSourceCode"
|
| 18 |
+
]
|
| 19 |
+
},
|
| 20 |
+
"diagnostic_trace": [
|
| 21 |
+
{
|
| 22 |
+
"tool_name": "GetResources",
|
| 23 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 24 |
+
"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"
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"tool_name": "GetResources",
|
| 28 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 29 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.61.64 <none> 9555/TCP 5m45s\ncartservice ClusterIP 10.68.56.220 <none> 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.24.116 <none> 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.109.10 <none> 7000/TCP 5m45s\nemailservice ClusterIP 10.68.34.176 <none> 5000/TCP 5m45s\nfrontend ClusterIP 10.68.178.197 <none> 80/TCP 5m44s\nfrontend-external NodePort 10.68.142.154 <none> 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.246.169 <none> 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.56.9 <none> 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.179.66 <none> 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.219.148 <none> 6379/TCP 5m43s\nshippingservice ClusterIP 10.68.68.208 <none> 50051/TCP 5m43s"
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"tool_name": "GetAlerts",
|
| 33 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 34 |
+
"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')\"}]}"
|
| 35 |
+
},
|
| 36 |
+
{
|
| 37 |
+
"tool_name": "GetServiceDependencies",
|
| 38 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 39 |
+
"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"
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"tool_name": "GetResources",
|
| 43 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'endpoints', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 44 |
+
"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"
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"tool_name": "GetErrorLogs",
|
| 48 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 49 |
+
"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}"
|
| 50 |
+
},
|
| 51 |
+
{
|
| 52 |
+
"tool_name": "GetErrorLogs",
|
| 53 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}",
|
| 54 |
+
"output": "No error logs found for checkoutservice in boutique namespace."
|
| 55 |
+
},
|
| 56 |
+
{
|
| 57 |
+
"tool_name": "GetErrorLogs",
|
| 58 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'paymentservice'}",
|
| 59 |
+
"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}"
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"tool_name": "CheckServiceConnectivity",
|
| 63 |
+
"calling": "tool_name='CheckServiceConnectivity' arguments={service_name: 'checkoutservice', port: 5050, namespace: 'boutique'}",
|
| 64 |
+
"output": "checkoutservice (172.20.1.164:5050) open\nConnection Succeeded"
|
| 65 |
+
},
|
| 66 |
+
{
|
| 67 |
+
"tool_name": "CheckServiceConnectivity",
|
| 68 |
+
"calling": "tool_name='CheckServiceConnectivity' arguments={service_name: 'paymentservice', port: 50051, namespace: 'boutique'}",
|
| 69 |
+
"output": "paymentservice (172.20.2.18:50051) open\nConnection Succeeded"
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"tool_name": "ListCodeFiles",
|
| 73 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 74 |
+
"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}"
|
| 75 |
+
},
|
| 76 |
+
{
|
| 77 |
+
"tool_name": "GetSourceCode",
|
| 78 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 79 |
+
"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"
|
| 80 |
+
}
|
| 81 |
+
]
|
| 82 |
+
}
|
golden-trajectory/boutique/codedefect/13/path1.json
ADDED
|
@@ -0,0 +1,58 @@
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|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 8,
|
| 4 |
+
"total_trace_steps": 8,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetErrorLogs",
|
| 10 |
+
"GetErrorLogs",
|
| 11 |
+
"GetServiceDependencies",
|
| 12 |
+
"ListCodeFiles",
|
| 13 |
+
"GetSourceCode"
|
| 14 |
+
]
|
| 15 |
+
},
|
| 16 |
+
"diagnostic_trace": [
|
| 17 |
+
{
|
| 18 |
+
"tool_name": "GetResources",
|
| 19 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 20 |
+
"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"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"tool_name": "GetResources",
|
| 24 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 25 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.1.255 <none> 9555/TCP 5m46s\ncartservice ClusterIP 10.68.12.40 <none> 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.36.90 <none> 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.130.166 <none> 7000/TCP 5m45s\nemailservice ClusterIP 10.68.12.249 <none> 5000/TCP 5m45s\nfrontend ClusterIP 10.68.32.170 <none> 80/TCP 5m45s\nfrontend-external NodePort 10.68.91.191 <none> 80:30080/TCP 5m45s\npaymentservice ClusterIP 10.68.198.118 <none> 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.121.157 <none> 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.210.132 <none> 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.156.250 <none> 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.42.18 <none> 50051/TCP 5m43s"
|
| 26 |
+
},
|
| 27 |
+
{
|
| 28 |
+
"tool_name": "GetAlerts",
|
| 29 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 30 |
+
"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')\"}]}"
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"tool_name": "GetErrorLogs",
|
| 34 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 35 |
+
"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}"
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"tool_name": "GetErrorLogs",
|
| 39 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'currencyservice'}",
|
| 40 |
+
"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}"
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"tool_name": "GetServiceDependencies",
|
| 44 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 45 |
+
"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"
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"tool_name": "ListCodeFiles",
|
| 49 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 50 |
+
"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}"
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"tool_name": "GetSourceCode",
|
| 54 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 55 |
+
"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"
|
| 56 |
+
}
|
| 57 |
+
]
|
| 58 |
+
}
|
golden-trajectory/boutique/codedefect/13/path2.json
ADDED
|
@@ -0,0 +1,70 @@
|
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|
|
|
|
|
|
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|
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|
|
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|
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|
|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 10,
|
| 4 |
+
"total_trace_steps": 10,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetServiceDependencies",
|
| 10 |
+
"GetResources",
|
| 11 |
+
"GetErrorLogs",
|
| 12 |
+
"GetErrorLogs",
|
| 13 |
+
"GetAppYAML",
|
| 14 |
+
"ListCodeFiles",
|
| 15 |
+
"GetSourceCode"
|
| 16 |
+
]
|
| 17 |
+
},
|
| 18 |
+
"diagnostic_trace": [
|
| 19 |
+
{
|
| 20 |
+
"tool_name": "GetResources",
|
| 21 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 22 |
+
"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"
|
| 23 |
+
},
|
| 24 |
+
{
|
| 25 |
+
"tool_name": "GetResources",
|
| 26 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 27 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.1.255 <none> 9555/TCP 5m46s\ncartservice ClusterIP 10.68.12.40 <none> 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.36.90 <none> 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.130.166 <none> 7000/TCP 5m45s\nemailservice ClusterIP 10.68.12.249 <none> 5000/TCP 5m45s\nfrontend ClusterIP 10.68.32.170 <none> 80/TCP 5m45s\nfrontend-external NodePort 10.68.91.191 <none> 80:30080/TCP 5m45s\npaymentservice ClusterIP 10.68.198.118 <none> 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.121.157 <none> 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.210.132 <none> 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.156.250 <none> 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.42.18 <none> 50051/TCP 5m43s"
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"tool_name": "GetAlerts",
|
| 31 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 32 |
+
"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')\"}]}"
|
| 33 |
+
},
|
| 34 |
+
{
|
| 35 |
+
"tool_name": "GetServiceDependencies",
|
| 36 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 37 |
+
"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"
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"tool_name": "GetResources",
|
| 41 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'endpoints', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 42 |
+
"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"
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"tool_name": "GetErrorLogs",
|
| 46 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 47 |
+
"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}"
|
| 48 |
+
},
|
| 49 |
+
{
|
| 50 |
+
"tool_name": "GetErrorLogs",
|
| 51 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'currencyservice'}",
|
| 52 |
+
"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}"
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"tool_name": "GetAppYAML",
|
| 56 |
+
"calling": "tool_name='GetAppYAML' arguments={app_name: 'checkoutservice'}",
|
| 57 |
+
"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"
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"tool_name": "ListCodeFiles",
|
| 61 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 62 |
+
"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}"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"tool_name": "GetSourceCode",
|
| 66 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 67 |
+
"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"
|
| 68 |
+
}
|
| 69 |
+
]
|
| 70 |
+
}
|
golden-trajectory/boutique/codedefect/14/path1.json
ADDED
|
@@ -0,0 +1,64 @@
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|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 9,
|
| 4 |
+
"total_trace_steps": 9,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"DescribeResource",
|
| 10 |
+
"GetErrorLogs",
|
| 11 |
+
"GetErrorLogs",
|
| 12 |
+
"GetServiceDependencies",
|
| 13 |
+
"ListCodeFiles",
|
| 14 |
+
"GetSourceCode"
|
| 15 |
+
]
|
| 16 |
+
},
|
| 17 |
+
"diagnostic_trace": [
|
| 18 |
+
{
|
| 19 |
+
"tool_name": "GetResources",
|
| 20 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 21 |
+
"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"
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"tool_name": "GetResources",
|
| 25 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 26 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.37.122 <none> 9555/TCP 5m46s\ncartservice ClusterIP 10.68.60.144 <none> 7070/TCP 5m46s\ncheckoutservice ClusterIP 10.68.56.175 <none> 5050/TCP 5m46s\ncurrencyservice ClusterIP 10.68.254.188 <none> 7000/TCP 5m46s\nemailservice ClusterIP 10.68.44.107 <none> 5000/TCP 5m45s\nfrontend ClusterIP 10.68.29.32 <none> 80/TCP 5m45s\nfrontend-external NodePort 10.68.196.9 <none> 80:30080/TCP 5m45s\npaymentservice ClusterIP 10.68.227.68 <none> 50051/TCP 5m45s\nproductcatalogservice ClusterIP 10.68.66.118 <none> 3550/TCP 5m45s\nrecommendationservice ClusterIP 10.68.52.245 <none> 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.236.225 <none> 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.167.174 <none> 50051/TCP 5m44s"
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"tool_name": "GetAlerts",
|
| 30 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 31 |
+
"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')\"}]}"
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"tool_name": "DescribeResource",
|
| 35 |
+
"calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'checkoutservice-7558b7bbfc-pqrck', namespace: 'boutique'}",
|
| 36 |
+
"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: <none>\n Host Port: <none>\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: <unset>\n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: <unset>\n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\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: <nil>\n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: <none>\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\""
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"tool_name": "GetErrorLogs",
|
| 40 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 41 |
+
"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}"
|
| 42 |
+
},
|
| 43 |
+
{
|
| 44 |
+
"tool_name": "GetErrorLogs",
|
| 45 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}",
|
| 46 |
+
"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}"
|
| 47 |
+
},
|
| 48 |
+
{
|
| 49 |
+
"tool_name": "GetServiceDependencies",
|
| 50 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 51 |
+
"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"
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"tool_name": "ListCodeFiles",
|
| 55 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 56 |
+
"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}"
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
+
"tool_name": "GetSourceCode",
|
| 60 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 61 |
+
"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"
|
| 62 |
+
}
|
| 63 |
+
]
|
| 64 |
+
}
|
golden-trajectory/boutique/codedefect/14/path2.json
ADDED
|
@@ -0,0 +1,76 @@
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|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 11,
|
| 4 |
+
"total_trace_steps": 11,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetServiceDependencies",
|
| 10 |
+
"GetResources",
|
| 11 |
+
"DescribeResource",
|
| 12 |
+
"GetErrorLogs",
|
| 13 |
+
"GetErrorLogs",
|
| 14 |
+
"GetAppYAML",
|
| 15 |
+
"ListCodeFiles",
|
| 16 |
+
"GetSourceCode"
|
| 17 |
+
]
|
| 18 |
+
},
|
| 19 |
+
"diagnostic_trace": [
|
| 20 |
+
{
|
| 21 |
+
"tool_name": "GetResources",
|
| 22 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 23 |
+
"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"
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"tool_name": "GetResources",
|
| 27 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 28 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.37.122 <none> 9555/TCP 5m46s\ncartservice ClusterIP 10.68.60.144 <none> 7070/TCP 5m46s\ncheckoutservice ClusterIP 10.68.56.175 <none> 5050/TCP 5m46s\ncurrencyservice ClusterIP 10.68.254.188 <none> 7000/TCP 5m46s\nemailservice ClusterIP 10.68.44.107 <none> 5000/TCP 5m45s\nfrontend ClusterIP 10.68.29.32 <none> 80/TCP 5m45s\nfrontend-external NodePort 10.68.196.9 <none> 80:30080/TCP 5m45s\npaymentservice ClusterIP 10.68.227.68 <none> 50051/TCP 5m45s\nproductcatalogservice ClusterIP 10.68.66.118 <none> 3550/TCP 5m45s\nrecommendationservice ClusterIP 10.68.52.245 <none> 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.236.225 <none> 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.167.174 <none> 50051/TCP 5m44s"
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"tool_name": "GetAlerts",
|
| 32 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 33 |
+
"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')\"}]}"
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"tool_name": "GetServiceDependencies",
|
| 37 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 38 |
+
"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"
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"tool_name": "GetResources",
|
| 42 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'endpoints', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 43 |
+
"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"
|
| 44 |
+
},
|
| 45 |
+
{
|
| 46 |
+
"tool_name": "DescribeResource",
|
| 47 |
+
"calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'checkoutservice-7558b7bbfc-pqrck', namespace: 'boutique'}",
|
| 48 |
+
"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: <none>\n Host Port: <none>\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: <unset>\n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: <unset>\n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\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: <nil>\n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: <none>\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\""
|
| 49 |
+
},
|
| 50 |
+
{
|
| 51 |
+
"tool_name": "GetErrorLogs",
|
| 52 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 53 |
+
"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}"
|
| 54 |
+
},
|
| 55 |
+
{
|
| 56 |
+
"tool_name": "GetErrorLogs",
|
| 57 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}",
|
| 58 |
+
"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}"
|
| 59 |
+
},
|
| 60 |
+
{
|
| 61 |
+
"tool_name": "GetAppYAML",
|
| 62 |
+
"calling": "tool_name='GetAppYAML' arguments={app_name: 'checkoutservice'}",
|
| 63 |
+
"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"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"tool_name": "ListCodeFiles",
|
| 67 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 68 |
+
"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}"
|
| 69 |
+
},
|
| 70 |
+
{
|
| 71 |
+
"tool_name": "GetSourceCode",
|
| 72 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 73 |
+
"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"
|
| 74 |
+
}
|
| 75 |
+
]
|
| 76 |
+
}
|
golden-trajectory/boutique/codedefect/15/path1.json
ADDED
|
@@ -0,0 +1,58 @@
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|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 8,
|
| 4 |
+
"total_trace_steps": 8,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetErrorLogs",
|
| 10 |
+
"GetErrorLogs",
|
| 11 |
+
"GetServiceDependencies",
|
| 12 |
+
"ListCodeFiles",
|
| 13 |
+
"GetSourceCode"
|
| 14 |
+
]
|
| 15 |
+
},
|
| 16 |
+
"diagnostic_trace": [
|
| 17 |
+
{
|
| 18 |
+
"tool_name": "GetResources",
|
| 19 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 20 |
+
"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"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"tool_name": "GetResources",
|
| 24 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 25 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.154.145 <none> 9555/TCP 5m46s\ncartservice ClusterIP 10.68.202.128 <none> 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.180.230 <none> 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.165.55 <none> 7000/TCP 5m45s\nemailservice ClusterIP 10.68.204.187 <none> 5000/TCP 5m45s\nfrontend ClusterIP 10.68.152.49 <none> 80/TCP 5m44s\nfrontend-external NodePort 10.68.25.2 <none> 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.35.7 <none> 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.142.96 <none> 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.225.190 <none> 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.224.172 <none> 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.12.75 <none> 50051/TCP 5m43s"
|
| 26 |
+
},
|
| 27 |
+
{
|
| 28 |
+
"tool_name": "GetAlerts",
|
| 29 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 30 |
+
"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')\"}]}"
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"tool_name": "GetErrorLogs",
|
| 34 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 35 |
+
"output": "No error logs found for frontend in boutique namespace."
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"tool_name": "GetErrorLogs",
|
| 39 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}",
|
| 40 |
+
"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}"
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"tool_name": "GetServiceDependencies",
|
| 44 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 45 |
+
"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"
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"tool_name": "ListCodeFiles",
|
| 49 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 50 |
+
"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}"
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"tool_name": "GetSourceCode",
|
| 54 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 55 |
+
"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"
|
| 56 |
+
}
|
| 57 |
+
]
|
| 58 |
+
}
|
golden-trajectory/boutique/codedefect/15/path2.json
ADDED
|
@@ -0,0 +1,64 @@
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|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 9,
|
| 4 |
+
"total_trace_steps": 9,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetServiceDependencies",
|
| 10 |
+
"GetResources",
|
| 11 |
+
"GetErrorLogs",
|
| 12 |
+
"GetRecentLogs",
|
| 13 |
+
"ListCodeFiles",
|
| 14 |
+
"GetSourceCode"
|
| 15 |
+
]
|
| 16 |
+
},
|
| 17 |
+
"diagnostic_trace": [
|
| 18 |
+
{
|
| 19 |
+
"tool_name": "GetResources",
|
| 20 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 21 |
+
"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"
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"tool_name": "GetResources",
|
| 25 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 26 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.154.145 <none> 9555/TCP 5m46s\ncartservice ClusterIP 10.68.202.128 <none> 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.180.230 <none> 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.165.55 <none> 7000/TCP 5m45s\nemailservice ClusterIP 10.68.204.187 <none> 5000/TCP 5m45s\nfrontend ClusterIP 10.68.152.49 <none> 80/TCP 5m44s\nfrontend-external NodePort 10.68.25.2 <none> 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.35.7 <none> 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.142.96 <none> 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.225.190 <none> 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.224.172 <none> 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.12.75 <none> 50051/TCP 5m43s"
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"tool_name": "GetAlerts",
|
| 30 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 31 |
+
"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')\"}]}"
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"tool_name": "GetServiceDependencies",
|
| 35 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 36 |
+
"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"
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"tool_name": "GetResources",
|
| 40 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'endpoints', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 41 |
+
"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"
|
| 42 |
+
},
|
| 43 |
+
{
|
| 44 |
+
"tool_name": "GetErrorLogs",
|
| 45 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}",
|
| 46 |
+
"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}"
|
| 47 |
+
},
|
| 48 |
+
{
|
| 49 |
+
"tool_name": "GetRecentLogs",
|
| 50 |
+
"calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}",
|
| 51 |
+
"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']"
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"tool_name": "ListCodeFiles",
|
| 55 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 56 |
+
"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}"
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
+
"tool_name": "GetSourceCode",
|
| 60 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 61 |
+
"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"
|
| 62 |
+
}
|
| 63 |
+
]
|
| 64 |
+
}
|
golden-trajectory/boutique/codedefect/16/path1.json
ADDED
|
@@ -0,0 +1,58 @@
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|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 8,
|
| 4 |
+
"total_trace_steps": 8,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetErrorLogs",
|
| 10 |
+
"GetErrorLogs",
|
| 11 |
+
"GetServiceDependencies",
|
| 12 |
+
"ListCodeFiles",
|
| 13 |
+
"GetSourceCode"
|
| 14 |
+
]
|
| 15 |
+
},
|
| 16 |
+
"diagnostic_trace": [
|
| 17 |
+
{
|
| 18 |
+
"tool_name": "GetResources",
|
| 19 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 20 |
+
"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"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"tool_name": "GetResources",
|
| 24 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 25 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.250.197 <none> 9555/TCP 5m45s\ncartservice ClusterIP 10.68.205.184 <none> 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.238.249 <none> 5050/TCP 5m46s\ncurrencyservice ClusterIP 10.68.157.235 <none> 7000/TCP 5m44s\nemailservice ClusterIP 10.68.99.97 <none> 5000/TCP 5m44s\nfrontend ClusterIP 10.68.23.133 <none> 80/TCP 5m46s\nfrontend-external NodePort 10.68.228.44 <none> 80:30080/TCP 5m46s\npaymentservice ClusterIP 10.68.218.182 <none> 50051/TCP 5m45s\nproductcatalogservice ClusterIP 10.68.74.214 <none> 3550/TCP 5m45s\nrecommendationservice ClusterIP 10.68.87.228 <none> 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.214.255 <none> 6379/TCP 5m46s\nshippingservice ClusterIP 10.68.62.51 <none> 50051/TCP 5m45s"
|
| 26 |
+
},
|
| 27 |
+
{
|
| 28 |
+
"tool_name": "GetAlerts",
|
| 29 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 30 |
+
"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')\"}]}"
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"tool_name": "GetErrorLogs",
|
| 34 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 35 |
+
"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}"
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"tool_name": "GetErrorLogs",
|
| 39 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}",
|
| 40 |
+
"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}"
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"tool_name": "GetServiceDependencies",
|
| 44 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 45 |
+
"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"
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"tool_name": "ListCodeFiles",
|
| 49 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 50 |
+
"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}"
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"tool_name": "GetSourceCode",
|
| 54 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 55 |
+
"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"
|
| 56 |
+
}
|
| 57 |
+
]
|
| 58 |
+
}
|
golden-trajectory/boutique/codedefect/16/path2.json
ADDED
|
@@ -0,0 +1,64 @@
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|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 9,
|
| 4 |
+
"total_trace_steps": 9,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetServiceDependencies",
|
| 10 |
+
"GetResources",
|
| 11 |
+
"GetErrorLogs",
|
| 12 |
+
"GetRecentLogs",
|
| 13 |
+
"ListCodeFiles",
|
| 14 |
+
"GetSourceCode"
|
| 15 |
+
]
|
| 16 |
+
},
|
| 17 |
+
"diagnostic_trace": [
|
| 18 |
+
{
|
| 19 |
+
"tool_name": "GetResources",
|
| 20 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 21 |
+
"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"
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"tool_name": "GetResources",
|
| 25 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 26 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.250.197 <none> 9555/TCP 5m45s\ncartservice ClusterIP 10.68.205.184 <none> 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.238.249 <none> 5050/TCP 5m46s\ncurrencyservice ClusterIP 10.68.157.235 <none> 7000/TCP 5m44s\nemailservice ClusterIP 10.68.99.97 <none> 5000/TCP 5m44s\nfrontend ClusterIP 10.68.23.133 <none> 80/TCP 5m46s\nfrontend-external NodePort 10.68.228.44 <none> 80:30080/TCP 5m46s\npaymentservice ClusterIP 10.68.218.182 <none> 50051/TCP 5m45s\nproductcatalogservice ClusterIP 10.68.74.214 <none> 3550/TCP 5m45s\nrecommendationservice ClusterIP 10.68.87.228 <none> 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.214.255 <none> 6379/TCP 5m46s\nshippingservice ClusterIP 10.68.62.51 <none> 50051/TCP 5m45s"
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"tool_name": "GetAlerts",
|
| 30 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 31 |
+
"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')\"}]}"
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"tool_name": "GetServiceDependencies",
|
| 35 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 36 |
+
"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"
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"tool_name": "GetResources",
|
| 40 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'endpoints', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 41 |
+
"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"
|
| 42 |
+
},
|
| 43 |
+
{
|
| 44 |
+
"tool_name": "GetErrorLogs",
|
| 45 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}",
|
| 46 |
+
"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}"
|
| 47 |
+
},
|
| 48 |
+
{
|
| 49 |
+
"tool_name": "GetRecentLogs",
|
| 50 |
+
"calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}",
|
| 51 |
+
"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']"
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"tool_name": "ListCodeFiles",
|
| 55 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 56 |
+
"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}"
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
+
"tool_name": "GetSourceCode",
|
| 60 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 61 |
+
"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"
|
| 62 |
+
}
|
| 63 |
+
]
|
| 64 |
+
}
|
golden-trajectory/boutique/codedefect/17/path1.json
ADDED
|
@@ -0,0 +1,58 @@
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|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 8,
|
| 4 |
+
"total_trace_steps": 8,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetErrorLogs",
|
| 10 |
+
"GetErrorLogs",
|
| 11 |
+
"GetServiceDependencies",
|
| 12 |
+
"ListCodeFiles",
|
| 13 |
+
"GetSourceCode"
|
| 14 |
+
]
|
| 15 |
+
},
|
| 16 |
+
"diagnostic_trace": [
|
| 17 |
+
{
|
| 18 |
+
"tool_name": "GetResources",
|
| 19 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 20 |
+
"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"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"tool_name": "GetResources",
|
| 24 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 25 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.193.58 <none> 9555/TCP 5m45s\ncartservice ClusterIP 10.68.157.140 <none> 7070/TCP 5m46s\ncheckoutservice ClusterIP 10.68.41.35 <none> 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.112.160 <none> 7000/TCP 5m47s\nemailservice ClusterIP 10.68.111.78 <none> 5000/TCP 5m46s\nfrontend ClusterIP 10.68.216.58 <none> 80/TCP 5m47s\nfrontend-external NodePort 10.68.129.76 <none> 80:30080/TCP 5m47s\npaymentservice ClusterIP 10.68.49.244 <none> 50051/TCP 5m45s\nproductcatalogservice ClusterIP 10.68.153.170 <none> 3550/TCP 5m46s\nrecommendationservice ClusterIP 10.68.3.26 <none> 8080/TCP 5m45s\nredis-cart ClusterIP 10.68.20.17 <none> 6379/TCP 5m46s\nshippingservice ClusterIP 10.68.250.204 <none> 50051/TCP 5m45s"
|
| 26 |
+
},
|
| 27 |
+
{
|
| 28 |
+
"tool_name": "GetAlerts",
|
| 29 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 30 |
+
"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')\"}]}"
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"tool_name": "GetErrorLogs",
|
| 34 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 35 |
+
"output": "No error logs found for frontend in boutique namespace."
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"tool_name": "GetErrorLogs",
|
| 39 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}",
|
| 40 |
+
"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}"
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"tool_name": "GetServiceDependencies",
|
| 44 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 45 |
+
"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"
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"tool_name": "ListCodeFiles",
|
| 49 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 50 |
+
"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}"
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"tool_name": "GetSourceCode",
|
| 54 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 55 |
+
"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"
|
| 56 |
+
}
|
| 57 |
+
]
|
| 58 |
+
}
|
golden-trajectory/boutique/codedefect/17/path2.json
ADDED
|
@@ -0,0 +1,64 @@
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|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 9,
|
| 4 |
+
"total_trace_steps": 9,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetServiceDependencies",
|
| 10 |
+
"GetResources",
|
| 11 |
+
"GetErrorLogs",
|
| 12 |
+
"GetRecentLogs",
|
| 13 |
+
"ListCodeFiles",
|
| 14 |
+
"GetSourceCode"
|
| 15 |
+
]
|
| 16 |
+
},
|
| 17 |
+
"diagnostic_trace": [
|
| 18 |
+
{
|
| 19 |
+
"tool_name": "GetResources",
|
| 20 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 21 |
+
"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"
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"tool_name": "GetResources",
|
| 25 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 26 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.193.58 <none> 9555/TCP 5m45s\ncartservice ClusterIP 10.68.157.140 <none> 7070/TCP 5m46s\ncheckoutservice ClusterIP 10.68.41.35 <none> 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.112.160 <none> 7000/TCP 5m47s\nemailservice ClusterIP 10.68.111.78 <none> 5000/TCP 5m46s\nfrontend ClusterIP 10.68.216.58 <none> 80/TCP 5m47s\nfrontend-external NodePort 10.68.129.76 <none> 80:30080/TCP 5m47s\npaymentservice ClusterIP 10.68.49.244 <none> 50051/TCP 5m45s\nproductcatalogservice ClusterIP 10.68.153.170 <none> 3550/TCP 5m46s\nrecommendationservice ClusterIP 10.68.3.26 <none> 8080/TCP 5m45s\nredis-cart ClusterIP 10.68.20.17 <none> 6379/TCP 5m46s\nshippingservice ClusterIP 10.68.250.204 <none> 50051/TCP 5m45s"
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"tool_name": "GetAlerts",
|
| 30 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 31 |
+
"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')\"}]}"
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"tool_name": "GetServiceDependencies",
|
| 35 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 36 |
+
"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"
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"tool_name": "GetResources",
|
| 40 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'endpoints', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 41 |
+
"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"
|
| 42 |
+
},
|
| 43 |
+
{
|
| 44 |
+
"tool_name": "GetErrorLogs",
|
| 45 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}",
|
| 46 |
+
"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}"
|
| 47 |
+
},
|
| 48 |
+
{
|
| 49 |
+
"tool_name": "GetRecentLogs",
|
| 50 |
+
"calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}",
|
| 51 |
+
"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']"
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"tool_name": "ListCodeFiles",
|
| 55 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 56 |
+
"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}"
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
+
"tool_name": "GetSourceCode",
|
| 60 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 61 |
+
"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"
|
| 62 |
+
}
|
| 63 |
+
]
|
| 64 |
+
}
|
golden-trajectory/boutique/codedefect/18/path1.json
ADDED
|
@@ -0,0 +1,58 @@
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|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 8,
|
| 4 |
+
"total_trace_steps": 8,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetErrorLogs",
|
| 10 |
+
"GetErrorLogs",
|
| 11 |
+
"GetServiceDependencies",
|
| 12 |
+
"ListCodeFiles",
|
| 13 |
+
"GetSourceCode"
|
| 14 |
+
]
|
| 15 |
+
},
|
| 16 |
+
"diagnostic_trace": [
|
| 17 |
+
{
|
| 18 |
+
"tool_name": "GetResources",
|
| 19 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 20 |
+
"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"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"tool_name": "GetResources",
|
| 24 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 25 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.117.241 <none> 9555/TCP 5m45s\ncartservice ClusterIP 10.68.16.222 <none> 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.15.195 <none> 5050/TCP 5m44s\ncurrencyservice ClusterIP 10.68.165.237 <none> 7000/TCP 5m45s\nemailservice ClusterIP 10.68.86.47 <none> 5000/TCP 5m45s\nfrontend ClusterIP 10.68.102.84 <none> 80/TCP 5m44s\nfrontend-external NodePort 10.68.167.20 <none> 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.230.195 <none> 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.150.201 <none> 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.93.59 <none> 8080/TCP 5m43s\nredis-cart ClusterIP 10.68.92.231 <none> 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.209.149 <none> 50051/TCP 5m45s"
|
| 26 |
+
},
|
| 27 |
+
{
|
| 28 |
+
"tool_name": "GetAlerts",
|
| 29 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 30 |
+
"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%)']}]}"
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"tool_name": "GetErrorLogs",
|
| 34 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 35 |
+
"output": "No error logs found for frontend in boutique namespace."
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"tool_name": "GetErrorLogs",
|
| 39 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}",
|
| 40 |
+
"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}"
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"tool_name": "GetServiceDependencies",
|
| 44 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 45 |
+
"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"
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"tool_name": "ListCodeFiles",
|
| 49 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 50 |
+
"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}"
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"tool_name": "GetSourceCode",
|
| 54 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 55 |
+
"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"
|
| 56 |
+
}
|
| 57 |
+
]
|
| 58 |
+
}
|
golden-trajectory/boutique/codedefect/18/path2.json
ADDED
|
@@ -0,0 +1,64 @@
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|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 9,
|
| 4 |
+
"total_trace_steps": 9,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetServiceDependencies",
|
| 10 |
+
"GetResources",
|
| 11 |
+
"GetErrorLogs",
|
| 12 |
+
"GetRecentLogs",
|
| 13 |
+
"ListCodeFiles",
|
| 14 |
+
"GetSourceCode"
|
| 15 |
+
]
|
| 16 |
+
},
|
| 17 |
+
"diagnostic_trace": [
|
| 18 |
+
{
|
| 19 |
+
"tool_name": "GetResources",
|
| 20 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 21 |
+
"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"
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"tool_name": "GetResources",
|
| 25 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 26 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.117.241 <none> 9555/TCP 5m45s\ncartservice ClusterIP 10.68.16.222 <none> 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.15.195 <none> 5050/TCP 5m44s\ncurrencyservice ClusterIP 10.68.165.237 <none> 7000/TCP 5m45s\nemailservice ClusterIP 10.68.86.47 <none> 5000/TCP 5m45s\nfrontend ClusterIP 10.68.102.84 <none> 80/TCP 5m44s\nfrontend-external NodePort 10.68.167.20 <none> 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.230.195 <none> 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.150.201 <none> 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.93.59 <none> 8080/TCP 5m43s\nredis-cart ClusterIP 10.68.92.231 <none> 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.209.149 <none> 50051/TCP 5m45s"
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"tool_name": "GetAlerts",
|
| 30 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 31 |
+
"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%)']}]}"
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"tool_name": "GetServiceDependencies",
|
| 35 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 36 |
+
"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"
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"tool_name": "GetResources",
|
| 40 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'endpoints', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 41 |
+
"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"
|
| 42 |
+
},
|
| 43 |
+
{
|
| 44 |
+
"tool_name": "GetErrorLogs",
|
| 45 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}",
|
| 46 |
+
"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}"
|
| 47 |
+
},
|
| 48 |
+
{
|
| 49 |
+
"tool_name": "GetRecentLogs",
|
| 50 |
+
"calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}",
|
| 51 |
+
"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']"
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"tool_name": "ListCodeFiles",
|
| 55 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 56 |
+
"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}"
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
+
"tool_name": "GetSourceCode",
|
| 60 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 61 |
+
"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"
|
| 62 |
+
}
|
| 63 |
+
]
|
| 64 |
+
}
|
golden-trajectory/boutique/codedefect/19/path1.json
ADDED
|
@@ -0,0 +1,46 @@
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| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 6,
|
| 4 |
+
"total_trace_steps": 6,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"DescribeResource",
|
| 8 |
+
"GetErrorLogs",
|
| 9 |
+
"GetErrorLogs",
|
| 10 |
+
"ListCodeFiles",
|
| 11 |
+
"GetSourceCode"
|
| 12 |
+
]
|
| 13 |
+
},
|
| 14 |
+
"diagnostic_trace": [
|
| 15 |
+
{
|
| 16 |
+
"tool_name": "GetResources",
|
| 17 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 18 |
+
"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"
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"tool_name": "DescribeResource",
|
| 22 |
+
"calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'shippingservice-799cbfbc76-bl72b', namespace: 'boutique'}",
|
| 23 |
+
"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: <none>\n Host Port: <none>\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: <unset>\n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: <unset>\n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\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: <nil>\n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: <none>\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)"
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"tool_name": "GetErrorLogs",
|
| 27 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'shippingservice'}",
|
| 28 |
+
"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}"
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"tool_name": "GetErrorLogs",
|
| 32 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 33 |
+
"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}"
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"tool_name": "ListCodeFiles",
|
| 37 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 38 |
+
"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}"
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"tool_name": "GetSourceCode",
|
| 42 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 43 |
+
"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"
|
| 44 |
+
}
|
| 45 |
+
]
|
| 46 |
+
}
|
golden-trajectory/boutique/codedefect/19/path2.json
ADDED
|
@@ -0,0 +1,58 @@
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|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 8,
|
| 4 |
+
"total_trace_steps": 8,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"DescribeResource",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetErrorLogs",
|
| 10 |
+
"GetErrorLogs",
|
| 11 |
+
"GetErrorLogs",
|
| 12 |
+
"ListCodeFiles",
|
| 13 |
+
"GetSourceCode"
|
| 14 |
+
]
|
| 15 |
+
},
|
| 16 |
+
"diagnostic_trace": [
|
| 17 |
+
{
|
| 18 |
+
"tool_name": "GetResources",
|
| 19 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 20 |
+
"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"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"tool_name": "DescribeResource",
|
| 24 |
+
"calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'shippingservice-799cbfbc76-bl72b', namespace: 'boutique'}",
|
| 25 |
+
"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: <none>\n Host Port: <none>\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: <unset>\n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: <unset>\n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\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: <nil>\n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: <none>\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)"
|
| 26 |
+
},
|
| 27 |
+
{
|
| 28 |
+
"tool_name": "GetAlerts",
|
| 29 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 30 |
+
"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')\"}]}"
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"tool_name": "GetErrorLogs",
|
| 34 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 35 |
+
"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}"
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"tool_name": "GetErrorLogs",
|
| 39 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}",
|
| 40 |
+
"output": "No error logs found for cartservice in boutique namespace."
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"tool_name": "GetErrorLogs",
|
| 44 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'shippingservice'}",
|
| 45 |
+
"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}"
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"tool_name": "ListCodeFiles",
|
| 49 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 50 |
+
"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}"
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"tool_name": "GetSourceCode",
|
| 54 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 55 |
+
"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"
|
| 56 |
+
}
|
| 57 |
+
]
|
| 58 |
+
}
|
golden-trajectory/boutique/codedefect/2/path1.json
ADDED
|
@@ -0,0 +1,58 @@
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|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 8,
|
| 4 |
+
"total_trace_steps": 8,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"DescribeResource",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetErrorLogs",
|
| 10 |
+
"GetErrorLogs",
|
| 11 |
+
"GetErrorLogs",
|
| 12 |
+
"ListCodeFiles",
|
| 13 |
+
"GetSourceCode"
|
| 14 |
+
]
|
| 15 |
+
},
|
| 16 |
+
"diagnostic_trace": [
|
| 17 |
+
{
|
| 18 |
+
"tool_name": "GetResources",
|
| 19 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 20 |
+
"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"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"tool_name": "DescribeResource",
|
| 24 |
+
"calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'checkoutservice-7c8866657f-927cq', namespace: 'boutique'}",
|
| 25 |
+
"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: <none>\n Host Port: <none>\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: <unset>\n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: <unset>\n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\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: <nil>\n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: <none>\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."
|
| 26 |
+
},
|
| 27 |
+
{
|
| 28 |
+
"tool_name": "GetAlerts",
|
| 29 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 30 |
+
"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')\"}]}"
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"tool_name": "GetErrorLogs",
|
| 34 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 35 |
+
"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}"
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"tool_name": "GetErrorLogs",
|
| 39 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}",
|
| 40 |
+
"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}"
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"tool_name": "GetErrorLogs",
|
| 44 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}",
|
| 45 |
+
"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}"
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"tool_name": "ListCodeFiles",
|
| 49 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 50 |
+
"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}"
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"tool_name": "GetSourceCode",
|
| 54 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 55 |
+
"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"
|
| 56 |
+
}
|
| 57 |
+
]
|
| 58 |
+
}
|
golden-trajectory/boutique/codedefect/2/path2.json
ADDED
|
@@ -0,0 +1,70 @@
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|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 10,
|
| 4 |
+
"total_trace_steps": 10,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"DescribeResource",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetErrorLogs",
|
| 10 |
+
"GetServiceDependencies",
|
| 11 |
+
"GetErrorLogs",
|
| 12 |
+
"GetErrorLogs",
|
| 13 |
+
"GetAppYAML",
|
| 14 |
+
"ListCodeFiles",
|
| 15 |
+
"GetSourceCode"
|
| 16 |
+
]
|
| 17 |
+
},
|
| 18 |
+
"diagnostic_trace": [
|
| 19 |
+
{
|
| 20 |
+
"tool_name": "GetResources",
|
| 21 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 22 |
+
"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"
|
| 23 |
+
},
|
| 24 |
+
{
|
| 25 |
+
"tool_name": "DescribeResource",
|
| 26 |
+
"calling": "tool_name='DescribeResource' arguments={resource_type: 'pod', name: 'checkoutservice-7c8866657f-927cq', namespace: 'boutique'}",
|
| 27 |
+
"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: <none>\n Host Port: <none>\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: <unset>\n credential-socket:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\n workload-certs:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\n istio-envoy:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: Memory\n SizeLimit: <unset>\n istio-data:\n Type: EmptyDir (a temporary directory that shares a pod's lifetime)\n Medium: \n SizeLimit: <unset>\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: <nil>\n DownwardAPI: true\nQoS Class: Burstable\nNode-Selectors: <none>\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."
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"tool_name": "GetAlerts",
|
| 31 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 32 |
+
"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')\"}]}"
|
| 33 |
+
},
|
| 34 |
+
{
|
| 35 |
+
"tool_name": "GetErrorLogs",
|
| 36 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 37 |
+
"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}"
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"tool_name": "GetServiceDependencies",
|
| 41 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 42 |
+
"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"
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"tool_name": "GetErrorLogs",
|
| 46 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}",
|
| 47 |
+
"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}"
|
| 48 |
+
},
|
| 49 |
+
{
|
| 50 |
+
"tool_name": "GetErrorLogs",
|
| 51 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'cartservice'}",
|
| 52 |
+
"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}"
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"tool_name": "GetAppYAML",
|
| 56 |
+
"calling": "tool_name='GetAppYAML' arguments={app_name: 'checkoutservice'}",
|
| 57 |
+
"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"
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"tool_name": "ListCodeFiles",
|
| 61 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 62 |
+
"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}"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"tool_name": "GetSourceCode",
|
| 66 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 67 |
+
"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"
|
| 68 |
+
}
|
| 69 |
+
]
|
| 70 |
+
}
|
golden-trajectory/boutique/codedefect/20/path1.json
ADDED
|
@@ -0,0 +1,46 @@
|
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|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 6,
|
| 4 |
+
"total_trace_steps": 6,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetServiceDependencies",
|
| 10 |
+
"ListCodeFiles",
|
| 11 |
+
"GetSourceCode"
|
| 12 |
+
]
|
| 13 |
+
},
|
| 14 |
+
"diagnostic_trace": [
|
| 15 |
+
{
|
| 16 |
+
"tool_name": "GetResources",
|
| 17 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 18 |
+
"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"
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"tool_name": "GetResources",
|
| 22 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 23 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.138.188 <none> 9555/TCP 5m45s\ncartservice ClusterIP 10.68.1.192 <none> 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.101.93 <none> 5050/TCP 5m44s\ncurrencyservice ClusterIP 10.68.1.242 <none> 7000/TCP 5m44s\nemailservice ClusterIP 10.68.233.110 <none> 5000/TCP 5m44s\nfrontend ClusterIP 10.68.135.219 <none> 80/TCP 5m44s\nfrontend-external NodePort 10.68.166.75 <none> 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.102.168 <none> 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.105.18 <none> 3550/TCP 5m43s\nrecommendationservice ClusterIP 10.68.21.213 <none> 8080/TCP 5m43s\nredis-cart ClusterIP 10.68.113.62 <none> 6379/TCP 5m43s\nshippingservice ClusterIP 10.68.55.38 <none> 50051/TCP 5m43s"
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"tool_name": "GetAlerts",
|
| 27 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 28 |
+
"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%)']}]}"
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"tool_name": "GetServiceDependencies",
|
| 32 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 33 |
+
"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"
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"tool_name": "ListCodeFiles",
|
| 37 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 38 |
+
"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}"
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"tool_name": "GetSourceCode",
|
| 42 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 43 |
+
"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"
|
| 44 |
+
}
|
| 45 |
+
]
|
| 46 |
+
}
|
golden-trajectory/boutique/codedefect/20/path2.json
ADDED
|
@@ -0,0 +1,52 @@
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|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 7,
|
| 4 |
+
"total_trace_steps": 7,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetErrorLogs",
|
| 10 |
+
"GetServiceDependencies",
|
| 11 |
+
"ListCodeFiles",
|
| 12 |
+
"GetSourceCode"
|
| 13 |
+
]
|
| 14 |
+
},
|
| 15 |
+
"diagnostic_trace": [
|
| 16 |
+
{
|
| 17 |
+
"tool_name": "GetResources",
|
| 18 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 19 |
+
"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"
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"tool_name": "GetResources",
|
| 23 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 24 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.138.188 <none> 9555/TCP 5m45s\ncartservice ClusterIP 10.68.1.192 <none> 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.101.93 <none> 5050/TCP 5m44s\ncurrencyservice ClusterIP 10.68.1.242 <none> 7000/TCP 5m44s\nemailservice ClusterIP 10.68.233.110 <none> 5000/TCP 5m44s\nfrontend ClusterIP 10.68.135.219 <none> 80/TCP 5m44s\nfrontend-external NodePort 10.68.166.75 <none> 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.102.168 <none> 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.105.18 <none> 3550/TCP 5m43s\nrecommendationservice ClusterIP 10.68.21.213 <none> 8080/TCP 5m43s\nredis-cart ClusterIP 10.68.113.62 <none> 6379/TCP 5m43s\nshippingservice ClusterIP 10.68.55.38 <none> 50051/TCP 5m43s"
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"tool_name": "GetAlerts",
|
| 28 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 29 |
+
"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%)']}]}"
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"tool_name": "GetErrorLogs",
|
| 33 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 34 |
+
"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}"
|
| 35 |
+
},
|
| 36 |
+
{
|
| 37 |
+
"tool_name": "GetServiceDependencies",
|
| 38 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 39 |
+
"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"
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"tool_name": "ListCodeFiles",
|
| 43 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 44 |
+
"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}"
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"tool_name": "GetSourceCode",
|
| 48 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 49 |
+
"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"
|
| 50 |
+
}
|
| 51 |
+
]
|
| 52 |
+
}
|
golden-trajectory/boutique/codedefect/21/path1.json
ADDED
|
@@ -0,0 +1,46 @@
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|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 6,
|
| 4 |
+
"total_trace_steps": 6,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetServiceDependencies",
|
| 10 |
+
"ListCodeFiles",
|
| 11 |
+
"GetSourceCode"
|
| 12 |
+
]
|
| 13 |
+
},
|
| 14 |
+
"diagnostic_trace": [
|
| 15 |
+
{
|
| 16 |
+
"tool_name": "GetResources",
|
| 17 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 18 |
+
"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"
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"tool_name": "GetResources",
|
| 22 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 23 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.107.161 <none> 9555/TCP 5m46s\ncartservice ClusterIP 10.68.210.138 <none> 7070/TCP 5m48s\ncheckoutservice ClusterIP 10.68.214.178 <none> 5050/TCP 5m47s\ncurrencyservice ClusterIP 10.68.177.161 <none> 7000/TCP 5m46s\nemailservice ClusterIP 10.68.189.27 <none> 5000/TCP 5m46s\nfrontend ClusterIP 10.68.243.224 <none> 80/TCP 5m47s\nfrontend-external NodePort 10.68.44.40 <none> 80:30080/TCP 5m47s\npaymentservice ClusterIP 10.68.115.253 <none> 50051/TCP 5m47s\nproductcatalogservice ClusterIP 10.68.179.181 <none> 3550/TCP 5m47s\nrecommendationservice ClusterIP 10.68.215.36 <none> 8080/TCP 5m46s\nredis-cart ClusterIP 10.68.31.187 <none> 6379/TCP 5m46s\nshippingservice ClusterIP 10.68.203.166 <none> 50051/TCP 5m47s"
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"tool_name": "GetAlerts",
|
| 27 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 28 |
+
"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%)']}]}"
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"tool_name": "GetServiceDependencies",
|
| 32 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 33 |
+
"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"
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"tool_name": "ListCodeFiles",
|
| 37 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 38 |
+
"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}"
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"tool_name": "GetSourceCode",
|
| 42 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 43 |
+
"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"
|
| 44 |
+
}
|
| 45 |
+
]
|
| 46 |
+
}
|
golden-trajectory/boutique/codedefect/21/path2.json
ADDED
|
@@ -0,0 +1,52 @@
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|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 7,
|
| 4 |
+
"total_trace_steps": 7,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetErrorLogs",
|
| 10 |
+
"GetServiceDependencies",
|
| 11 |
+
"ListCodeFiles",
|
| 12 |
+
"GetSourceCode"
|
| 13 |
+
]
|
| 14 |
+
},
|
| 15 |
+
"diagnostic_trace": [
|
| 16 |
+
{
|
| 17 |
+
"tool_name": "GetResources",
|
| 18 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 19 |
+
"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"
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"tool_name": "GetResources",
|
| 23 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 24 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.107.161 <none> 9555/TCP 5m46s\ncartservice ClusterIP 10.68.210.138 <none> 7070/TCP 5m48s\ncheckoutservice ClusterIP 10.68.214.178 <none> 5050/TCP 5m47s\ncurrencyservice ClusterIP 10.68.177.161 <none> 7000/TCP 5m46s\nemailservice ClusterIP 10.68.189.27 <none> 5000/TCP 5m46s\nfrontend ClusterIP 10.68.243.224 <none> 80/TCP 5m47s\nfrontend-external NodePort 10.68.44.40 <none> 80:30080/TCP 5m47s\npaymentservice ClusterIP 10.68.115.253 <none> 50051/TCP 5m47s\nproductcatalogservice ClusterIP 10.68.179.181 <none> 3550/TCP 5m47s\nrecommendationservice ClusterIP 10.68.215.36 <none> 8080/TCP 5m46s\nredis-cart ClusterIP 10.68.31.187 <none> 6379/TCP 5m46s\nshippingservice ClusterIP 10.68.203.166 <none> 50051/TCP 5m47s"
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"tool_name": "GetAlerts",
|
| 28 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 29 |
+
"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%)']}]}"
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"tool_name": "GetErrorLogs",
|
| 33 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 34 |
+
"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}"
|
| 35 |
+
},
|
| 36 |
+
{
|
| 37 |
+
"tool_name": "GetServiceDependencies",
|
| 38 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 39 |
+
"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"
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"tool_name": "ListCodeFiles",
|
| 43 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 44 |
+
"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}"
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"tool_name": "GetSourceCode",
|
| 48 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 49 |
+
"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"
|
| 50 |
+
}
|
| 51 |
+
]
|
| 52 |
+
}
|
golden-trajectory/boutique/codedefect/22/path1.json
ADDED
|
@@ -0,0 +1,46 @@
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|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 6,
|
| 4 |
+
"total_trace_steps": 6,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetServiceDependencies",
|
| 10 |
+
"ListCodeFiles",
|
| 11 |
+
"GetSourceCode"
|
| 12 |
+
]
|
| 13 |
+
},
|
| 14 |
+
"diagnostic_trace": [
|
| 15 |
+
{
|
| 16 |
+
"tool_name": "GetResources",
|
| 17 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 18 |
+
"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"
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"tool_name": "GetResources",
|
| 22 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 23 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.10.138 <none> 9555/TCP 5m46s\ncartservice ClusterIP 10.68.54.118 <none> 7070/TCP 5m44s\ncheckoutservice ClusterIP 10.68.26.10 <none> 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.180.108 <none> 7000/TCP 5m45s\nemailservice ClusterIP 10.68.102.218 <none> 5000/TCP 5m45s\nfrontend ClusterIP 10.68.12.0 <none> 80/TCP 5m45s\nfrontend-external NodePort 10.68.131.12 <none> 80:30080/TCP 5m45s\npaymentservice ClusterIP 10.68.112.131 <none> 50051/TCP 5m45s\nproductcatalogservice ClusterIP 10.68.11.7 <none> 3550/TCP 5m46s\nrecommendationservice ClusterIP 10.68.194.58 <none> 8080/TCP 5m46s\nredis-cart ClusterIP 10.68.229.159 <none> 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.156.203 <none> 50051/TCP 5m46s"
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"tool_name": "GetAlerts",
|
| 27 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 28 |
+
"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%)']}]}"
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"tool_name": "GetServiceDependencies",
|
| 32 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 33 |
+
"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"
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"tool_name": "ListCodeFiles",
|
| 37 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 38 |
+
"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}"
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"tool_name": "GetSourceCode",
|
| 42 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 43 |
+
"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"
|
| 44 |
+
}
|
| 45 |
+
]
|
| 46 |
+
}
|
golden-trajectory/boutique/codedefect/22/path2.json
ADDED
|
@@ -0,0 +1,52 @@
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|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 7,
|
| 4 |
+
"total_trace_steps": 7,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetErrorLogs",
|
| 10 |
+
"GetServiceDependencies",
|
| 11 |
+
"ListCodeFiles",
|
| 12 |
+
"GetSourceCode"
|
| 13 |
+
]
|
| 14 |
+
},
|
| 15 |
+
"diagnostic_trace": [
|
| 16 |
+
{
|
| 17 |
+
"tool_name": "GetResources",
|
| 18 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 19 |
+
"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"
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"tool_name": "GetResources",
|
| 23 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 24 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.10.138 <none> 9555/TCP 5m46s\ncartservice ClusterIP 10.68.54.118 <none> 7070/TCP 5m44s\ncheckoutservice ClusterIP 10.68.26.10 <none> 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.180.108 <none> 7000/TCP 5m45s\nemailservice ClusterIP 10.68.102.218 <none> 5000/TCP 5m45s\nfrontend ClusterIP 10.68.12.0 <none> 80/TCP 5m45s\nfrontend-external NodePort 10.68.131.12 <none> 80:30080/TCP 5m45s\npaymentservice ClusterIP 10.68.112.131 <none> 50051/TCP 5m45s\nproductcatalogservice ClusterIP 10.68.11.7 <none> 3550/TCP 5m46s\nrecommendationservice ClusterIP 10.68.194.58 <none> 8080/TCP 5m46s\nredis-cart ClusterIP 10.68.229.159 <none> 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.156.203 <none> 50051/TCP 5m46s"
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"tool_name": "GetAlerts",
|
| 28 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 29 |
+
"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%)']}]}"
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"tool_name": "GetErrorLogs",
|
| 33 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 34 |
+
"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}"
|
| 35 |
+
},
|
| 36 |
+
{
|
| 37 |
+
"tool_name": "GetServiceDependencies",
|
| 38 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 39 |
+
"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"
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"tool_name": "ListCodeFiles",
|
| 43 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 44 |
+
"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}"
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"tool_name": "GetSourceCode",
|
| 48 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 49 |
+
"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"
|
| 50 |
+
}
|
| 51 |
+
]
|
| 52 |
+
}
|
golden-trajectory/boutique/codedefect/23/path1.json
ADDED
|
@@ -0,0 +1,46 @@
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|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 6,
|
| 4 |
+
"total_trace_steps": 6,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetServiceDependencies",
|
| 10 |
+
"ListCodeFiles",
|
| 11 |
+
"GetSourceCode"
|
| 12 |
+
]
|
| 13 |
+
},
|
| 14 |
+
"diagnostic_trace": [
|
| 15 |
+
{
|
| 16 |
+
"tool_name": "GetResources",
|
| 17 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 18 |
+
"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"
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"tool_name": "GetResources",
|
| 22 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 23 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.220.207 <none> 9555/TCP 5m46s\ncartservice ClusterIP 10.68.234.42 <none> 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.69.24 <none> 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.7.82 <none> 7000/TCP 5m44s\nemailservice ClusterIP 10.68.219.155 <none> 5000/TCP 5m46s\nfrontend ClusterIP 10.68.231.96 <none> 80/TCP 5m44s\nfrontend-external NodePort 10.68.129.250 <none> 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.206.135 <none> 50051/TCP 5m45s\nproductcatalogservice ClusterIP 10.68.157.191 <none> 3550/TCP 5m46s\nrecommendationservice ClusterIP 10.68.218.201 <none> 8080/TCP 5m46s\nredis-cart ClusterIP 10.68.34.212 <none> 6379/TCP 5m46s\nshippingservice ClusterIP 10.68.33.190 <none> 50051/TCP 5m45s"
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"tool_name": "GetAlerts",
|
| 27 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 28 |
+
"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%)']}]}"
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"tool_name": "GetServiceDependencies",
|
| 32 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 33 |
+
"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"
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"tool_name": "ListCodeFiles",
|
| 37 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 38 |
+
"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}"
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"tool_name": "GetSourceCode",
|
| 42 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 43 |
+
"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"
|
| 44 |
+
}
|
| 45 |
+
]
|
| 46 |
+
}
|
golden-trajectory/boutique/codedefect/23/path2.json
ADDED
|
@@ -0,0 +1,52 @@
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|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 7,
|
| 4 |
+
"total_trace_steps": 7,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetErrorLogs",
|
| 10 |
+
"GetServiceDependencies",
|
| 11 |
+
"ListCodeFiles",
|
| 12 |
+
"GetSourceCode"
|
| 13 |
+
]
|
| 14 |
+
},
|
| 15 |
+
"diagnostic_trace": [
|
| 16 |
+
{
|
| 17 |
+
"tool_name": "GetResources",
|
| 18 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 19 |
+
"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"
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"tool_name": "GetResources",
|
| 23 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 24 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.220.207 <none> 9555/TCP 5m46s\ncartservice ClusterIP 10.68.234.42 <none> 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.69.24 <none> 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.7.82 <none> 7000/TCP 5m44s\nemailservice ClusterIP 10.68.219.155 <none> 5000/TCP 5m46s\nfrontend ClusterIP 10.68.231.96 <none> 80/TCP 5m44s\nfrontend-external NodePort 10.68.129.250 <none> 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.206.135 <none> 50051/TCP 5m45s\nproductcatalogservice ClusterIP 10.68.157.191 <none> 3550/TCP 5m46s\nrecommendationservice ClusterIP 10.68.218.201 <none> 8080/TCP 5m46s\nredis-cart ClusterIP 10.68.34.212 <none> 6379/TCP 5m46s\nshippingservice ClusterIP 10.68.33.190 <none> 50051/TCP 5m45s"
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"tool_name": "GetAlerts",
|
| 28 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 29 |
+
"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%)']}]}"
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"tool_name": "GetErrorLogs",
|
| 33 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 34 |
+
"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}"
|
| 35 |
+
},
|
| 36 |
+
{
|
| 37 |
+
"tool_name": "GetServiceDependencies",
|
| 38 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 39 |
+
"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"
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"tool_name": "ListCodeFiles",
|
| 43 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 44 |
+
"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}"
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"tool_name": "GetSourceCode",
|
| 48 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 49 |
+
"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"
|
| 50 |
+
}
|
| 51 |
+
]
|
| 52 |
+
}
|
golden-trajectory/boutique/codedefect/24/path1.json
ADDED
|
@@ -0,0 +1,58 @@
|
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|
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|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 8,
|
| 4 |
+
"total_trace_steps": 8,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetErrorLogs",
|
| 10 |
+
"GetErrorLogs",
|
| 11 |
+
"GetErrorLogs",
|
| 12 |
+
"ListCodeFiles",
|
| 13 |
+
"GetSourceCode"
|
| 14 |
+
]
|
| 15 |
+
},
|
| 16 |
+
"diagnostic_trace": [
|
| 17 |
+
{
|
| 18 |
+
"tool_name": "GetResources",
|
| 19 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 20 |
+
"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"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"tool_name": "GetResources",
|
| 24 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 25 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.133.94 <none> 9555/TCP 5m46s\ncartservice ClusterIP 10.68.23.13 <none> 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.81.227 <none> 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.100.87 <none> 7000/TCP 5m45s\nemailservice ClusterIP 10.68.6.58 <none> 5000/TCP 5m45s\nfrontend ClusterIP 10.68.69.65 <none> 80/TCP 5m45s\nfrontend-external NodePort 10.68.117.148 <none> 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.154.136 <none> 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.40.36 <none> 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.129.84 <none> 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.83.12 <none> 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.156.20 <none> 50051/TCP 5m43s"
|
| 26 |
+
},
|
| 27 |
+
{
|
| 28 |
+
"tool_name": "GetAlerts",
|
| 29 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 30 |
+
"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')\"}]}"
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"tool_name": "GetErrorLogs",
|
| 34 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 35 |
+
"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}"
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"tool_name": "GetErrorLogs",
|
| 39 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}",
|
| 40 |
+
"output": "No error logs found for checkoutservice in boutique namespace."
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"tool_name": "GetErrorLogs",
|
| 44 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'paymentservice'}",
|
| 45 |
+
"output": "No error logs found for paymentservice in boutique namespace."
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"tool_name": "ListCodeFiles",
|
| 49 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 50 |
+
"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}"
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"tool_name": "GetSourceCode",
|
| 54 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 55 |
+
"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"
|
| 56 |
+
}
|
| 57 |
+
]
|
| 58 |
+
}
|
golden-trajectory/boutique/codedefect/24/path2.json
ADDED
|
@@ -0,0 +1,70 @@
|
|
|
|
|
|
|
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|
|
|
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|
|
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|
|
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|
|
|
|
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|
|
|
|
|
|
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|
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|
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|
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|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
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|
|
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|
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|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 10,
|
| 4 |
+
"total_trace_steps": 10,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetErrorLogs",
|
| 10 |
+
"GetErrorLogs",
|
| 11 |
+
"GetErrorLogs",
|
| 12 |
+
"GetResources",
|
| 13 |
+
"CheckServiceConnectivity",
|
| 14 |
+
"ListCodeFiles",
|
| 15 |
+
"GetSourceCode"
|
| 16 |
+
]
|
| 17 |
+
},
|
| 18 |
+
"diagnostic_trace": [
|
| 19 |
+
{
|
| 20 |
+
"tool_name": "GetResources",
|
| 21 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 22 |
+
"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"
|
| 23 |
+
},
|
| 24 |
+
{
|
| 25 |
+
"tool_name": "GetResources",
|
| 26 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 27 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.133.94 <none> 9555/TCP 5m46s\ncartservice ClusterIP 10.68.23.13 <none> 7070/TCP 5m45s\ncheckoutservice ClusterIP 10.68.81.227 <none> 5050/TCP 5m45s\ncurrencyservice ClusterIP 10.68.100.87 <none> 7000/TCP 5m45s\nemailservice ClusterIP 10.68.6.58 <none> 5000/TCP 5m45s\nfrontend ClusterIP 10.68.69.65 <none> 80/TCP 5m45s\nfrontend-external NodePort 10.68.117.148 <none> 80:30080/TCP 5m44s\npaymentservice ClusterIP 10.68.154.136 <none> 50051/TCP 5m44s\nproductcatalogservice ClusterIP 10.68.40.36 <none> 3550/TCP 5m44s\nrecommendationservice ClusterIP 10.68.129.84 <none> 8080/TCP 5m44s\nredis-cart ClusterIP 10.68.83.12 <none> 6379/TCP 5m44s\nshippingservice ClusterIP 10.68.156.20 <none> 50051/TCP 5m43s"
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"tool_name": "GetAlerts",
|
| 31 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 32 |
+
"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')\"}]}"
|
| 33 |
+
},
|
| 34 |
+
{
|
| 35 |
+
"tool_name": "GetErrorLogs",
|
| 36 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 37 |
+
"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}"
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"tool_name": "GetErrorLogs",
|
| 41 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}",
|
| 42 |
+
"output": "No error logs found for checkoutservice in boutique namespace."
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"tool_name": "GetErrorLogs",
|
| 46 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'paymentservice'}",
|
| 47 |
+
"output": "No error logs found for paymentservice in boutique namespace."
|
| 48 |
+
},
|
| 49 |
+
{
|
| 50 |
+
"tool_name": "GetResources",
|
| 51 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'endpoints', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 52 |
+
"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"
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"tool_name": "CheckServiceConnectivity",
|
| 56 |
+
"calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'paymentservice', port: 50051}",
|
| 57 |
+
"output": "paymentservice (172.20.2.62:50051) open\nConnection Succeeded"
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"tool_name": "ListCodeFiles",
|
| 61 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 62 |
+
"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}"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"tool_name": "GetSourceCode",
|
| 66 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 67 |
+
"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"
|
| 68 |
+
}
|
| 69 |
+
]
|
| 70 |
+
}
|
golden-trajectory/boutique/codedefect/25/path1.json
ADDED
|
@@ -0,0 +1,58 @@
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 8,
|
| 4 |
+
"total_trace_steps": 8,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetErrorLogs",
|
| 10 |
+
"GetServiceDependencies",
|
| 11 |
+
"GetResources",
|
| 12 |
+
"ListCodeFiles",
|
| 13 |
+
"GetSourceCode"
|
| 14 |
+
]
|
| 15 |
+
},
|
| 16 |
+
"diagnostic_trace": [
|
| 17 |
+
{
|
| 18 |
+
"tool_name": "GetResources",
|
| 19 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 20 |
+
"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"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"tool_name": "GetResources",
|
| 24 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 25 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.100.209 <none> 9555/TCP 5m55s\ncartservice ClusterIP 10.68.62.124 <none> 7070/TCP 5m55s\ncheckoutservice ClusterIP 10.68.249.104 <none> 5050/TCP 5m55s\ncurrencyservice ClusterIP 10.68.185.124 <none> 7000/TCP 5m55s\nemailservice ClusterIP 10.68.206.22 <none> 5000/TCP 5m55s\nfrontend ClusterIP 10.68.181.3 <none> 80/TCP 5m54s\nfrontend-external NodePort 10.68.45.117 <none> 80:30080/TCP 5m54s\npaymentservice ClusterIP 10.68.18.191 <none> 50051/TCP 5m54s\nproductcatalogservice ClusterIP 10.68.222.252 <none> 3550/TCP 5m54s\nrecommendationservice ClusterIP 10.68.134.110 <none> 8080/TCP 5m54s\nredis-cart ClusterIP 10.68.2.174 <none> 6379/TCP 5m54s\nshippingservice ClusterIP 10.68.96.53 <none> 50051/TCP 5m53s"
|
| 26 |
+
},
|
| 27 |
+
{
|
| 28 |
+
"tool_name": "GetAlerts",
|
| 29 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 30 |
+
"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')\"}]}"
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"tool_name": "GetErrorLogs",
|
| 34 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 35 |
+
"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}"
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"tool_name": "GetServiceDependencies",
|
| 39 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 40 |
+
"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"
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"tool_name": "GetResources",
|
| 44 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'endpoints', name: 'checkoutservice', show_labels: False, output_wide: False, label_selector: None}",
|
| 45 |
+
"output": "NAME ENDPOINTS AGE\ncheckoutservice 172.20.1.220:5050 6m14s"
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"tool_name": "ListCodeFiles",
|
| 49 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 50 |
+
"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}"
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"tool_name": "GetSourceCode",
|
| 54 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 55 |
+
"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"
|
| 56 |
+
}
|
| 57 |
+
]
|
| 58 |
+
}
|
golden-trajectory/boutique/codedefect/25/path2.json
ADDED
|
@@ -0,0 +1,64 @@
|
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 9,
|
| 4 |
+
"total_trace_steps": 9,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetErrorLogs",
|
| 10 |
+
"GetRecentLogs",
|
| 11 |
+
"GetErrorLogs",
|
| 12 |
+
"GetServiceDependencies",
|
| 13 |
+
"ListCodeFiles",
|
| 14 |
+
"GetSourceCode"
|
| 15 |
+
]
|
| 16 |
+
},
|
| 17 |
+
"diagnostic_trace": [
|
| 18 |
+
{
|
| 19 |
+
"tool_name": "GetResources",
|
| 20 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 21 |
+
"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"
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"tool_name": "GetResources",
|
| 25 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 26 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.100.209 <none> 9555/TCP 5m55s\ncartservice ClusterIP 10.68.62.124 <none> 7070/TCP 5m55s\ncheckoutservice ClusterIP 10.68.249.104 <none> 5050/TCP 5m55s\ncurrencyservice ClusterIP 10.68.185.124 <none> 7000/TCP 5m55s\nemailservice ClusterIP 10.68.206.22 <none> 5000/TCP 5m55s\nfrontend ClusterIP 10.68.181.3 <none> 80/TCP 5m54s\nfrontend-external NodePort 10.68.45.117 <none> 80:30080/TCP 5m54s\npaymentservice ClusterIP 10.68.18.191 <none> 50051/TCP 5m54s\nproductcatalogservice ClusterIP 10.68.222.252 <none> 3550/TCP 5m54s\nrecommendationservice ClusterIP 10.68.134.110 <none> 8080/TCP 5m54s\nredis-cart ClusterIP 10.68.2.174 <none> 6379/TCP 5m54s\nshippingservice ClusterIP 10.68.96.53 <none> 50051/TCP 5m53s"
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"tool_name": "GetAlerts",
|
| 30 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 31 |
+
"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')\"}]}"
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"tool_name": "GetErrorLogs",
|
| 35 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 36 |
+
"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}"
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"tool_name": "GetRecentLogs",
|
| 40 |
+
"calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 41 |
+
"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']"
|
| 42 |
+
},
|
| 43 |
+
{
|
| 44 |
+
"tool_name": "GetErrorLogs",
|
| 45 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}",
|
| 46 |
+
"output": "No error logs found for checkoutservice in boutique namespace."
|
| 47 |
+
},
|
| 48 |
+
{
|
| 49 |
+
"tool_name": "GetServiceDependencies",
|
| 50 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 51 |
+
"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"
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"tool_name": "ListCodeFiles",
|
| 55 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 56 |
+
"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}"
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
+
"tool_name": "GetSourceCode",
|
| 60 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 61 |
+
"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"
|
| 62 |
+
}
|
| 63 |
+
]
|
| 64 |
+
}
|
golden-trajectory/boutique/codedefect/26/path1.json
ADDED
|
@@ -0,0 +1,64 @@
|
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|
|
| 1 |
+
{
|
| 2 |
+
"statistics": {
|
| 3 |
+
"valid_tool_call_count": 9,
|
| 4 |
+
"total_trace_steps": 9,
|
| 5 |
+
"history_called_tool_names": [
|
| 6 |
+
"GetResources",
|
| 7 |
+
"GetResources",
|
| 8 |
+
"GetAlerts",
|
| 9 |
+
"GetErrorLogs",
|
| 10 |
+
"GetRecentLogs",
|
| 11 |
+
"GetErrorLogs",
|
| 12 |
+
"GetServiceDependencies",
|
| 13 |
+
"ListCodeFiles",
|
| 14 |
+
"GetSourceCode"
|
| 15 |
+
]
|
| 16 |
+
},
|
| 17 |
+
"diagnostic_trace": [
|
| 18 |
+
{
|
| 19 |
+
"tool_name": "GetResources",
|
| 20 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pods', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 21 |
+
"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"
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"tool_name": "GetResources",
|
| 25 |
+
"calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'services', name: None, show_labels: False, output_wide: False, label_selector: None}",
|
| 26 |
+
"output": "NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\nadservice ClusterIP 10.68.168.119 <none> 9555/TCP 5m56s\ncartservice ClusterIP 10.68.112.240 <none> 7070/TCP 5m56s\ncheckoutservice ClusterIP 10.68.65.25 <none> 5050/TCP 5m55s\ncurrencyservice ClusterIP 10.68.114.84 <none> 7000/TCP 5m56s\nemailservice ClusterIP 10.68.173.129 <none> 5000/TCP 5m55s\nfrontend ClusterIP 10.68.117.180 <none> 80/TCP 5m56s\nfrontend-external NodePort 10.68.251.247 <none> 80:30080/TCP 5m55s\npaymentservice ClusterIP 10.68.226.207 <none> 50051/TCP 5m55s\nproductcatalogservice ClusterIP 10.68.12.0 <none> 3550/TCP 5m54s\nrecommendationservice ClusterIP 10.68.136.50 <none> 8080/TCP 5m54s\nredis-cart ClusterIP 10.68.232.134 <none> 6379/TCP 5m55s\nshippingservice ClusterIP 10.68.68.173 <none> 50051/TCP 5m56s"
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"tool_name": "GetAlerts",
|
| 30 |
+
"calling": "tool_name='GetAlerts' arguments={}",
|
| 31 |
+
"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')\"}]}"
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"tool_name": "GetErrorLogs",
|
| 35 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 36 |
+
"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}"
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"tool_name": "GetRecentLogs",
|
| 40 |
+
"calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
|
| 41 |
+
"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']"
|
| 42 |
+
},
|
| 43 |
+
{
|
| 44 |
+
"tool_name": "GetErrorLogs",
|
| 45 |
+
"calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'checkoutservice'}",
|
| 46 |
+
"output": "No error logs found for checkoutservice in boutique namespace."
|
| 47 |
+
},
|
| 48 |
+
{
|
| 49 |
+
"tool_name": "GetServiceDependencies",
|
| 50 |
+
"calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
|
| 51 |
+
"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"
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"tool_name": "ListCodeFiles",
|
| 55 |
+
"calling": "tool_name='ListCodeFiles' arguments={app_name: 'checkoutservice'}",
|
| 56 |
+
"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}"
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
+
"tool_name": "GetSourceCode",
|
| 60 |
+
"calling": "tool_name='GetSourceCode' arguments={app_name: 'checkoutservice', file_path: 'main.go'}",
|
| 61 |
+
"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"
|
| 62 |
+
}
|
| 63 |
+
]
|
| 64 |
+
}
|