为什么我的 Flask 应用只在 AKS 上的一个副本上正常工作?

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英文:

Why does my Flask application only work properly on AKS with one replica?

问题

当我在AKS上部署一个简单的Flask应用程序,只有一个副本时,该应用程序按预期运行。但是当我部署具有两个副本的应用程序时,它并不按预期工作。用户在成功登录后无法重定向到主页,有时它会工作。

我们如何管理具有两个副本的Flask应用程序?

以下是我的Kubernetes清单供您参考。

谢谢

Deployment.yaml

apiVersion: apps/v1
kind: Deployment
metadata:
  name: frontpage
  namespace: default
spec:
  replicas: 1
  selector:
    matchLabels:
      app: frontpage
  template:
    metadata:
      labels:
        app: frontpage
    spec:
      containers:
      - name: frontpage
        image: ***.azurecr.io/frontpage:latest
        limits:
        ports:
        - containerPort: 5000

Service.yaml

apiVersion: v1
kind: Service
metadata:
  name: frontpage
  namespace: default
spec:
  selector:
    app: frontpage
  ports:
  - name: http
    port: 80
    targetPort: 5000
  type: ClusterIP

Ingress.yaml

apiVersion: networking.k8s.io/v1
kind: Ingress
metadata:
  name: frontpage
  namespace: default
  annotations:
    nginx.ingress.kubernetes.io/rewrite-target: /
spec:
  ingressClassName: nginx
  tls:
  - hosts:
    - www.***.com
    secretName: ingress-tls-csi
  rules:
  - host: www.***.com
    http:
      paths:
      - path: /
        pathType: Prefix
        backend:
          service:
            name: frontpage
            port:
              number: 80
英文:

When I deploy a simple flask application on AKS with one replica, the application is running as expected. But when I deploy the application with two replicas, it was not working as expected. User not able to redirect home page post sign in was successful, sometimes it works.

How do we manage the flask application with two replicas?

Here are my kubernetes manifests for your reference.

Thanks

Deployment.yaml

apiVersion: apps/v1
kind: Deployment
metadata:
  name: frontpage
  namespace: default
spec:
  replicas: 1
  selector:
    matchLabels:
      app: frontpage
  template:
    metadata:
      labels:
        app: frontpage
    spec:
      containers:
      - name: frontpage
        image: ***.azurecr.io/frontpage:latest
        limits:
        ports:
        - containerPort: 5000

Service.yaml

apiVersion: v1
kind: Service
metadata:
  name: frontpage
  namespace: default
spec:
  selector:
    app: frontpage
  ports:
  - name: http
    port: 80
    targetPort: 5000
  type: ClusterIP

Ingress.yaml

apiVersion: networking.k8s.io/v1
kind: Ingress
metadata:
  name: frontpage
  namespace: default
  annotations:
    nginx.ingress.kubernetes.io/rewrite-target: /
spec:
  ingressClassName: nginx
  tls:
  - hosts:
    - www.***.com
    secretName: ingress-tls-csi
  rules:
  - host: www.***.com
    http:
      paths:
      - path: /
        pathType: Prefix
        backend:
          service:
            name: frontpage
            port:
              number: 80

答案1

得分: 0

尝试删除注释 nginx.ingress.kubernetes.io/rewrite-target 或添加 捕获组

更新

Your application 使用了 文件系统会话亲和性,因此包含一个状态(参见 SESSION_TYPE)。这个状态不会在副本之间共享。

您能否更改 会话后端?您还可以考虑在副本之间用卷共享后端以进行测试。

英文:

Try to delete the annotation nginx.ingress.kubernetes.io/rewrite-target or to add the captured group.


UPDATE

Your application uses a file system session affinity and therefore contains a state (see SESSION_TYPE). This state is not shared between your replicas.

Can you change the session backend? You can also probably share the backend with a volume between replicas for testing.

答案2

得分: 0

谢谢你的更新。我已经配置了 app_config.py,如下所示:

SESSION_TYPE = "filesystem"

SESSION_FILE_DIR = "/mnt/blob"

并更新了我的 kubernetes manifests,包括卷的详细信息,

apiVersion: apps/v1
kind: Deployment
metadata:
  name: frontpage
spec:
  replicas: 2
  selector:
    matchLabels:
      app: frontpage
  template:
    metadata:
      labels:
        app: frontpage
    spec:
      containers:
      - name: frontpage
        image: ****.azurecr.io/frontpage:latest
        resources:
          limits:
            cpu: 250m
            memory: 1000Gi
          requests:
              cpu: 100m
              memory: 128Mi
        volumeMounts:
          - name: flask-session-volume
            mountPath: "/mnt/blob"
      volumes:
        - name: flask-session-volume
          persistentVolumeClaim:
            claimName: pvc-blob
---
apiVersion: v1
kind: Service
metadata:
  name: frontpage
spec:
  selector:
    app: frontpage
  ports:
  - name: http
    port: 80
    targetPort: 5000
  type: ClusterIP

---
apiVersion: networking.k8s.io/v1
kind: Ingress
metadata:
  name: frontpage
  annotations:
    nginx.ingress.kubernetes.io/use-regex: "true"
spec:
  ingressClassName: nginx
  tls:
  - hosts:
    - ***.host.com
    secretName: ingress-tls-csi
  rules:
  - host: ***.host.com
    http:
      paths:
      - path: /
        pathType: Prefix
        backend:
          service:
            name: frontpage
            port:
              number: 80
英文:

Thank you for your update. I have configured app_config.py, like

SESSION_TYPE = "filesystem"

SESSION_FILE_DIR = "/mnt/blob"

And updated my kubernetes manifests with volume details,

apiVersion: apps/v1
kind: Deployment
metadata:
  name: frontpage
spec:
  replicas: 2
  selector:
    matchLabels:
      app: frontpage
  template:
    metadata:
      labels:
        app: frontpage
    spec:
      containers:
      - name: frontpage
        image: ****.azurecr.io/frontpage:latest
        resources:
          limits:
            cpu: 250m
            memory: 1000Gi
          requests:
              cpu: 100m
              memory: 128Mi
        volumeMounts:
          - name: flask-session-volume
            mountPath: "/mnt/blob"
      volumes:
        - name: flask-session-volume
          persistentVolumeClaim:
            claimName: pvc-blob
---
apiVersion: v1
kind: Service
metadata:
  name: frontpage
spec:
  selector:
    app: frontpage
  ports:
  - name: http
    port: 80
    targetPort: 5000
  type: ClusterIP

---
apiVersion: networking.k8s.io/v1
kind: Ingress
metadata:
  name: frontpage
  annotations:
    nginx.ingress.kubernetes.io/use-regex: "true"
spec:
  ingressClassName: nginx
  tls:
  - hosts:
    - ***.host.com
    secretName: ingress-tls-csi
  rules:
  - host: ***.host.com
    http:
      paths:
      - path: /
        pathType: Prefix
        backend:
          service:
            name: frontpage
            port:
              number: 80

huangapple
  • 本文由 发表于 2023年5月24日 21:02:37
  • 转载请务必保留本文链接:https://go.coder-hub.com/76323854.html
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