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ASM實例為1.18.0.124版本以下，ASM僅支持向您自建的兼容Zipkin協議的系統導出追蹤數據；1.18.0.124版本及以上，ASM僅支持向您自建的OpenTelemetry導出鏈路追蹤數據。本文介紹如何向自建的Zipkin或者OpenTelemetry導出ASM鏈路追蹤數據。

前提條件

該自建系統支持標準Zipkin協議，并通過標準Zipkin端口9411監聽。若您使用Jaeger，則需要部署Zipkin Collector。
該自建系統部署于數據面集群內。
已添加Kubernetes集群到ASM實例。具體操作，請參見添加集群到ASM實例。
ASM實例已部署入口網關。具體操作，請參見創建入口網關。

操作步驟

請按照實例版本選擇相應操作。

ASM實例版本為1.18.0.124及以上

步驟一：部署Zipkin

執行以下命令，創建zipkin命名空間，用于部署Zipkin。
```
kubectl create namespace zipkin
```

執行以下命令，通過Helm安裝Zipkin。

helm install --namespace zipkin my-zipkin carlosjgp/zipkin --version 0.2.0

執行以下命令，檢查Zipkin是否正常運行。

kubectl -n zipkin get pods

預期輸出：

NAME                                   READY   STATUS    RESTARTS   AGE
my-zipkin-collector-79c6dc9cd7-jmswm   1/1     Running   0          29m
my-zipkin-ui-64c97b4d6c-f742j          1/1     Running   0          29m

步驟二：部署OpenTelemetry Operator

執行以下命令，創建opentelemetry-operator-system命名空間。
```
kubectl create namespace opentelemetry-operator-system
```

執行以下命令，使用Helm在opentelemetry-operator-system命名空間下安裝OpenTelemetry Operator。

helm repo add open-telemetry https://open-telemetry.github.io/opentelemetry-helm-charts
helm install  --namespace=opentelemetry-operator-system --set admissionWebhooks.certManager.enabled=false --set admissionWebhooks.certManager.autoGenerateCert=true opentelemetry-operator open-telemetry/opentelemetry-operator

執行以下命令，檢查opentelemetry-operator是否正常運行。

kubectl get pod -n opentelemetry-operator-system

預期輸出：

NAME                                      READY   STATUS    RESTARTS   AGE
opentelemetry-operator-854fb558b5-pvllj   2/2     Running   0          1m

STATUS為Running，表明opentelemetry-operator正常運行。

步驟三：創建OpenTelemetry Collector

使用以下內容，創建collector.yaml文件。

請將YAML中的${ENDPOINT}替換為gRPC協議的VPC網絡接入點，${TOKEN}替換為鑒權Token。關于如何獲取阿里云可觀測鏈路OpenTelemetry版的接入點和鑒權Token，請參見接入和鑒權說明。

展開查看collector.yaml

apiVersion: opentelemetry.io/v1alpha1
kind: OpenTelemetryCollector
metadata:
  labels:
    app.kubernetes.io/managed-by: opentelemetry-operator
  name: default
  namespace: opentelemetry-operator-system
  annotations:
    sidecar.istio.io/inject: "false"
spec:
  config: |
    extensions:
      memory_ballast:
        size_mib: 512
      zpages:
        endpoint: 0.0.0.0:55679
    receivers:
      otlp:
        protocols:
          grpc:
            endpoint: "0.0.0.0:4317"
    exporters:
      debug:
      zipkin:
      	endpoint: http://my-zipkin-collector.zipkin.svc.cluster.local:9411/api/v2/spans
    service:
      pipelines:
        traces:
          receivers: [otlp]
          processors: []
          exporters: [zipkin, debug]
  ingress:
    route: {}
  managementState: managed
  mode: deployment
  observability:
    metrics: {}
  podDisruptionBudget:
    maxUnavailable: 1
  replicas: 1
  resources: {}
  targetAllocator:
    prometheusCR:
      scrapeInterval: 30s
    resources: {}
  upgradeStrategy: automatic

在ACK集群對應的KubeConfig環境下，執行以下命令，將collector部署到集群。
```
kubectl apply -f collector.yaml
```

執行以下命令，檢查collector是否正常啟動。

kubectl get pod -n opentelemetry-operator-system

預期輸出：

NAME                                      READY   STATUS    RESTARTS   AGE
opentelemetry-operator-854fb558b5-pvllj   2/2     Running   0          3m
default-collector-5cbb4497f4-2hjqv        1/1     Running   0          30s

預期輸出表明collector正常啟動。

執行以下命令，檢查服務是否創建。

kubectl get svc -n opentelemetry-operator-system

預期輸出：

opentelemetry-operator           ClusterIP   172.16.138.165   <none>        8443/TCP,8080/TCP   3m
opentelemetry-operator-webhook   ClusterIP   172.16.127.0     <none>        443/TCP             3m
default-collector              ClusterIP   172.16.145.93    <none>        4317/TCP   30s
default-collector-headless     ClusterIP   None             <none>        4317/TCP   30s
default-collector-monitoring   ClusterIP   172.16.136.5     <none>        8888/TCP   30s

預期輸出表明服務已創建成功。

步驟四：部署測試應用

部署bookinfo和sleep應用。具體操作，請參見在ASM實例關聯的集群中部署應用。

bookinfo.yaml

sleep.yaml

apiVersion: v1
kind: ServiceAccount
metadata:
  name: sleep
---
apiVersion: v1
kind: Service
metadata:
  name: sleep
  labels:
    app: sleep
    service: sleep
spec:
  ports:
  - port: 80
    name: http
  selector:
    app: sleep
---
apiVersion: apps/v1
kind: Deployment
metadata:
  name: sleep
spec:
  replicas: 1
  selector:
    matchLabels:
      app: sleep
  template:
    metadata:
      labels:
        app: sleep
    spec:
      terminationGracePeriodSeconds: 0
      serviceAccountName: sleep
      containers:
      - name: sleep
        image: curl:8.1.2
        command: ["/bin/sleep", "infinity"]
        imagePullPolicy: IfNotPresent
        volumeMounts:
        - mountPath: /etc/sleep/tls
          name: secret-volume
      volumes:
      - name: secret-volume
        secret:
          secretName: sleep-secret
          optional: true
---

步驟五：訪問應用并查看上報的追蹤數據

執行以下命令，訪問productpage應用。

kubectl exec -it deploy/sleep -c sleep -- curl  productpage:9080/productpage?u=normal

訪問成功后，查看OpenTelemetry Collector日志，查看debug exporter打印的輸出。

2023-11-20T08:44:27.531Z	info	TracesExporter	{"kind": "exporter", "data_type": "traces", "name": "debug", "resource spans": 1, "spans": 3}

步驟六：配置ASM網關，通過Zipkin頁面查看上報的追蹤數據

創建網關規則。

使用以下內容，創建ingressgateway.yaml。

展開查看ingressgateway.yaml

apiVersion: networking.istio.io/v1beta1
kind: Gateway
metadata:
  name: ingressgateway
  namespace: istio-system
spec:
  selector:
    istio: ingressgateway
  servers:
    - hosts:
        - '*'
      port:
        name: http
        number: 80
        protocol: HTTP
---
apiVersion: networking.istio.io/v1beta1
kind: VirtualService
metadata:
  name: ingressgateway
  namespace: istio-system
spec:
  gateways:
    - ingressgateway
  hosts:
    - '*'
  http:
    - route:
        - destination:
            host: my-zipkin-collector.zipkin.svc.cluster.local
            port:
              number: 9411

在ASM實例對應的KubeConfig環境下，執行以下命令，為ASM網關創建80端口監聽和指向Zipkin服務的路由。
```
kubectl apply -f ingressgateway.yaml
```

通過網關地址訪問Zipkin服務，查看已經上報的鏈路追蹤數據。

ASM實例版本為1.18.0.124以下

步驟一：為網格實例啟用鏈路追蹤

ASM實例版本為1.17.2.28以下：登錄ASM控制臺，在目標實例的基本信息頁面，單擊功能設置，選中啟用鏈路追蹤，按需進行配置，然后單擊確定。
ASM實例版本為1.17.2.28及以上：請參考鏈路追蹤設置說明，啟用鏈路追蹤。

步驟二：在數據面集群部署Zipkin

使用以下內容，創建zipkin-server.yaml文件。

展開查看zipkin-server.yaml

apiVersion: apps/v1
kind: Deployment
metadata:
  name: zipkin-server
  namespace: istio-system
spec:
  replicas: 1
  selector:
    matchLabels:
      app: zipkin-server
      component: zipkin
  template:
   metadata:
    labels:
      app: zipkin-server
      component: zipkin
   spec:
    containers:
     - name: zipkin-server
       image: openzipkin/zipkin
       imagePullPolicy: IfNotPresent
       readinessProbe:
            httpGet:
              path: /health
              port: 9411
            initialDelaySeconds: 5
            periodSeconds: 5

說明

如果您需要使用自行準備的追蹤系統YAML文件部署，請確保Deployment處于istio-system命名空間下。

執行以下命令，將該配置應用到數據面集群。
```
kubectl --kubeconfig=${DATA_PLANE_KUBECONFIG} apply -f zipkin-server.yaml
```
說明
命令中的${DATA_PLANE_KUBECONFIG}請替換為數據面集群的KubeConfig文件路徑，${ASM_KUBECONFIG}請替換為網格實例的KubeConfig文件路徑。
部署完畢后，確認ZipkinServer Pod正常啟動。

步驟三：創建Service暴露ZipkinServer

您需要在istio-system命名空間下創建名為zipkin的服務，來接收ASM的鏈路追蹤信息。

若需要將Zipkin暴露于公網，請使用zipkin-svc-expose-public.yaml。
若不希望暴露于公網，請使用zipkin-svc.yaml。

為了便于查看追蹤數據，下文使用zipkin-svc-expose-public.yaml將Zipkin Server暴露于公網端口。

說明

創建的服務名稱必須為zipkin。

按需選擇以下內容，創建YAML文件。

若需要將Zipkin暴露于公網，請使用zipkin-svc-expose-public.yaml。

展開查看zipkin-svc-expose-public.yaml

apiVersion: v1
kind: Service
metadata:
  labels:
    app: tracing
    component: zipkin
  name: zipkin
  namespace: istio-system
spec:
  ports:
  - name: zipkin
    port: 9411
    protocol: TCP
    targetPort: 9411
  selector:
    app: zipkin-server
    component: zipkin
  type: LoadBalancer

若不希望暴露于公網，請使用zipkin-svc.yaml。

展開查看zipkin-svc.yaml

apiVersion: v1
kind: Service
metadata:
  labels:
    app: tracing
    component: zipkin
  name: zipkin
  namespace: istio-system
spec:
  ports:
  - name: zipkin
    port: 9411
    protocol: TCP
    targetPort: 9411
  selector:
    app: zipkin-server
    component: zipkin
  type: ClusterIP

說明

如果您需要使用自行準備的YAML文件部署Service，請確保Service處在istio-system命名空間下。

執行以下命令，將Zipkin Service應用到數據面集群。

# 部署內網zipkin。
kubectl --kubeconfig=${DATA_PLANE_KUBECONFIG} apply -f zipkin-svc.yaml
# 部署公網可以訪問的zipkin。
kubectl --kubeconfig=${DATA_PLANE_KUBECONFIG} apply -f zipkin-svc-expose-public.yaml

步驟四：部署測試應用BookInfo

執行以下命令，將Bookinfo應用部署到數據面集群中。

kubectl --kubeconfig=${DATA_PLANE_KUBECONFIG} apply -f bookinfo.yaml

展開查看bookinfo.yaml

apiVersion: v1
kind: Service
metadata:
  name: details
  labels:
    app: details
    service: details
spec:
  ports:
  - port: 9080
    name: http
  selector:
    app: details
---
apiVersion: v1
kind: ServiceAccount
metadata:
  name: bookinfo-details
  labels:
    account: details
---
apiVersion: apps/v1
kind: Deployment
metadata:
  name: details-v1
  labels:
    app: details
    version: v1
spec:
  replicas: 1
  selector:
    matchLabels:
      app: details
      version: v1
  template:
    metadata:
      labels:
        app: details
        version: v1
    spec:
      serviceAccountName: bookinfo-details
      containers:
      - name: details
        image: docker.io/istio/examples-bookinfo-details-v1:1.16.2
        imagePullPolicy: IfNotPresent
        ports:
        - containerPort: 9080
---
##################################################################################################
# Ratings service
##################################################################################################
apiVersion: v1
kind: Service
metadata:
  name: ratings
  labels:
    app: ratings
    service: ratings
spec:
  ports:
  - port: 9080
    name: http
  selector:
    app: ratings
---
apiVersion: v1
kind: ServiceAccount
metadata:
  name: bookinfo-ratings
  labels:
    account: ratings
---
apiVersion: apps/v1
kind: Deployment
metadata:
  name: ratings-v1
  labels:
    app: ratings
    version: v1
spec:
  replicas: 1
  selector:
    matchLabels:
      app: ratings
      version: v1
  template:
    metadata:
      labels:
        app: ratings
        version: v1
    spec:
      serviceAccountName: bookinfo-ratings
      containers:
      - name: ratings
        image: docker.io/istio/examples-bookinfo-ratings-v1:1.16.2
        imagePullPolicy: IfNotPresent
        ports:
        - containerPort: 9080
---
##################################################################################################
# Reviews service
##################################################################################################
apiVersion: v1
kind: Service
metadata:
  name: reviews
  labels:
    app: reviews
    service: reviews
spec:
  ports:
  - port: 9080
    name: http
  selector:
    app: reviews
---
apiVersion: v1
kind: ServiceAccount
metadata:
  name: bookinfo-reviews
  labels:
    account: reviews
---
apiVersion: apps/v1
kind: Deployment
metadata:
  name: reviews-v1
  labels:
    app: reviews
    version: v1
spec:
  replicas: 1
  selector:
    matchLabels:
      app: reviews
      version: v1
  template:
    metadata:
      labels:
        app: reviews
        version: v1
    spec:
      serviceAccountName: bookinfo-reviews
      containers:
      - name: reviews
        image: docker.io/istio/examples-bookinfo-reviews-v1:1.16.2
        imagePullPolicy: IfNotPresent
        env:
        - name: LOG_DIR
          value: "/tmp/logs"
        ports:
        - containerPort: 9080
        volumeMounts:
        - name: tmp
          mountPath: /tmp
        - name: wlp-output
          mountPath: /opt/ibm/wlp/output
      volumes:
      - name: wlp-output
        emptyDir: {}
      - name: tmp
        emptyDir: {}
---
apiVersion: apps/v1
kind: Deployment
metadata:
  name: reviews-v2
  labels:
    app: reviews
    version: v2
spec:
  replicas: 1
  selector:
    matchLabels:
      app: reviews
      version: v2
  template:
    metadata:
      labels:
        app: reviews
        version: v2
    spec:
      serviceAccountName: bookinfo-reviews
      containers:
      - name: reviews
        image: docker.io/istio/examples-bookinfo-reviews-v2:1.16.2
        imagePullPolicy: IfNotPresent
        env:
        - name: LOG_DIR
          value: "/tmp/logs"
        ports:
        - containerPort: 9080
        volumeMounts:
        - name: tmp
          mountPath: /tmp
        - name: wlp-output
          mountPath: /opt/ibm/wlp/output
      volumes:
      - name: wlp-output
        emptyDir: {}
      - name: tmp
        emptyDir: {}
---
apiVersion: apps/v1
kind: Deployment
metadata:
  name: reviews-v3
  labels:
    app: reviews
    version: v3
spec:
  replicas: 1
  selector:
    matchLabels:
      app: reviews
      version: v3
  template:
    metadata:
      labels:
        app: reviews
        version: v3
    spec:
      serviceAccountName: bookinfo-reviews
      containers:
      - name: reviews
        image: docker.io/istio/examples-bookinfo-reviews-v3:1.16.2
        imagePullPolicy: IfNotPresent
        env:
        - name: LOG_DIR
          value: "/tmp/logs"
        ports:
        - containerPort: 9080
        volumeMounts:
        - name: tmp
          mountPath: /tmp
        - name: wlp-output
          mountPath: /opt/ibm/wlp/output
      volumes:
      - name: wlp-output
        emptyDir: {}
      - name: tmp
        emptyDir: {}
---
##################################################################################################
# Productpage services
##################################################################################################
apiVersion: v1
kind: Service
metadata:
  name: productpage
  labels:
    app: productpage
    service: productpage
spec:
  ports:
  - port: 9080
    name: http
  selector:
    app: productpage
---
apiVersion: v1
kind: ServiceAccount
metadata:
  name: bookinfo-productpage
  labels:
    account: productpage
---
apiVersion: apps/v1
kind: Deployment
metadata:
  name: productpage-v1
  labels:
    app: productpage
    version: v1
spec:
  replicas: 1
  selector:
    matchLabels:
      app: productpage
      version: v1
  template:
    metadata:
      labels:
        app: productpage
        version: v1
    spec:
      serviceAccountName: bookinfo-productpage
      containers:
      - name: productpage
        image: docker.io/istio/examples-bookinfo-productpage-v1:1.16.2
        imagePullPolicy: IfNotPresent
        ports:
        - containerPort: 9080
        volumeMounts:
        - name: tmp
          mountPath: /tmp
      volumes:
      - name: tmp
        emptyDir: {}
---

通過kubectl執行以下命令，部署Bookinfo應用的VirtualServices。

kubectl --kubeconfig=${ASM_KUBECONFIG} apply -f virtual-service-all-v1.yaml

展開查看virtual-service-all-v1.yaml

apiVersion: networking.istio.io/v1alpha3
kind: VirtualService
metadata:
  name: productpage
spec:
  hosts:
  - productpage
  http:
  - route:
    - destination:
        host: productpage
        subset: v1
---
apiVersion: networking.istio.io/v1alpha3
kind: VirtualService
metadata:
  name: reviews
spec:
  hosts:
  - reviews
  http:
  - route:
    - destination:
        host: reviews
        subset: v1
---
apiVersion: networking.istio.io/v1alpha3
kind: VirtualService
metadata:
  name: ratings
spec:
  hosts:
  - ratings
  http:
  - route:
    - destination:
        host: ratings
        subset: v1
---
apiVersion: networking.istio.io/v1alpha3
kind: VirtualService
metadata:
  name: details
spec:
  hosts:
  - details
  http:
  - route:
    - destination:
        host: details
        subset: v1
---

通過kubectl執行以下命令，部署Bookinfo應用的DestinationRules。

kubectl --kubeconfig=${ASM_KUBECONFIG} apply -f destination-rule-all.yaml

展開查看destination-rule-all.yaml

apiVersion: networking.istio.io/v1alpha3
kind: DestinationRule
metadata:
  name: productpage
spec:
  host: productpage
  subsets:
  - name: v1
    labels:
      version: v1
---
apiVersion: networking.istio.io/v1alpha3
kind: DestinationRule
metadata:
  name: reviews
spec:
  host: reviews
  subsets:
  - name: v1
    labels:
      version: v1
  - name: v2
    labels:
      version: v2
  - name: v3
    labels:
      version: v3
---
apiVersion: networking.istio.io/v1alpha3
kind: DestinationRule
metadata:
  name: ratings
spec:
  host: ratings
  subsets:
  - name: v1
    labels:
      version: v1
  - name: v2
    labels:
      version: v2
  - name: v2-mysql
    labels:
      version: v2-mysql
  - name: v2-mysql-vm
    labels:
      version: v2-mysql-vm
---
apiVersion: networking.istio.io/v1alpha3
kind: DestinationRule
metadata:
  name: details
spec:
  host: details
  subsets:
  - name: v1
    labels:
      version: v1
  - name: v2
    labels:
      version: v2
---

通過Kubectl執行以下命令，部署Bookinfo應用的Gateway。

kubectl --kubeconfig=${ASM_KUBECONFIG} apply -f bookinfo-gateway.yaml

展開查看bookinfo-gateway.yaml

apiVersion: networking.istio.io/v1alpha3
kind: Gateway
metadata:
  name: bookinfo-gateway
spec:
  selector:
    istio: ingressgateway # use istio default controller
  servers:
  - port:
      number: 80
      name: http
      protocol: HTTP
    hosts:
    - "*"
---
apiVersion: networking.istio.io/v1alpha3
kind: VirtualService
metadata:
  name: bookinfo
spec:
  hosts:
  - "*"
  gateways:
  - bookinfo-gateway
  http:
  - match:
    - uri:
        exact: /productpage
    - uri:
        prefix: /static
    - uri:
        exact: /login
    - uri:
        exact: /logout
    - uri:
        prefix: /api/v1/products
    route:
    - destination:
        host: productpage
        port:
          number: 9080

步驟五：產生追蹤數據

執行以下命令，獲得入口網關地址。

kubectl --kubeconfig=${DATA_PLANE_KUBECONFIG} get svc -n istio-system|grep ingressgateway|awk -F ' ' '{print $4}'

使用地址入口網關地址/productpage訪問Bookinfo應用。

步驟六：查看鏈路追蹤數據

執行以下命令，獲取Zipkin Service地址。

kubectl --kubeconfig=${DATA_PLANE_KUBECONFIG}get svc -n istio-system|grep zipkin|awk -F ' ' '{print $4}'

使用Zipkin Service地址:9411，訪問Zipkin控制臺，查看追蹤數據。

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向自建系統導出ASM鏈路追蹤數據

前提條件

操作步驟

ASM實例版本為1.18.0.124及以上

步驟一：部署Zipkin

步驟二：部署OpenTelemetry Operator

步驟三：創建OpenTelemetry Collector

步驟四：部署測試應用

步驟五：訪問應用并查看上報的追蹤數據

步驟六：配置ASM網關，通過Zipkin頁面查看上報的追蹤數據

ASM實例版本為1.18.0.124以下

步驟一：為網格實例啟用鏈路追蹤

步驟二：在數據面集群部署Zipkin

步驟三：創建Service暴露ZipkinServer

步驟四：部署測試應用BookInfo

步驟五：產生追蹤數據

步驟六：查看鏈路追蹤數據