I have a Kubernetes cluster deployed on AWS (EKS). I deployed the cluster using the “eksctl” command line tool. I’m trying to deploy a Dash python app on the cluster without success. The default port for Dash is 8050. For the deployment I used the following resources:
- pod
- service (ClusterIP type)
- ingress
You can check the resource configuration files below:
pod-configuration-file.yml
kind: Pod
apiVersion: v1
metadata:
name: dashboard-app
labels:
app: dashboard
spec:
containers:
- name: dashboard
image: my_image_from_ecr
ports:
- containerPort: 8050
service-configuration-file.yml
kind: Service
apiVersion: v1
metadata:
name: dashboard-service
spec:
selector:
app: dashboard
ports:
- port: 8050 # exposed port
targetPort: 8050
ingress-configuration-file.yml (host based routing)
kind: Ingress
metadata:
name: dashboard-ingress
annotations:
nginx.ingress.kubernetes.io/ssl-redirect: "false"
nginx.ingress.kubernetes.io/force-ssl-redirect: "false"
nginx.ingress.kubernetes.io/rewrite-target: /
spec:
rules:
- host: dashboard.my_domain
http:
paths:
- backend:
serviceName: dashboard-service
servicePort: 8050
path: /
I followed the steps below:
kubectl apply -f pod-configuration-file.yml
kubectl apply -f service-configuration-file.yml
kubectl apply -f ingress-confguration-file.yml
I also noticed that the pod deployment works as expected:
kubectl logs my_pod:
and the output is:
Dash is running on http://127.0.0.1:8050/
Warning: This is a development server. Do not use app.run_server
in production, use a production WSGI server like gunicorn instead.
* Serving Flask app "annotation_analysis" (lazy loading)
* Environment: production
WARNING: This is a development server. Do not use it in a production deployment.
Use a production WSGI server instead.
* Debug mode: on
You can see from the ingress configuration file that I want to do host based routing using my domain. For this to work, I have also deployed an nginx-ingress. I have also created an “A” record set using Route53 that maps the “dashboard.my_domain” to the nginx-ingress:
kubectl get ingress
and the output is:
NAME HOSTS ADDRESS. PORTS. AGE
dashboard-ingress dashboard.my_domain nginx-ingress.elb.aws-region.amazonaws.com 80 93s
Moreover,
kubectl describe ingress dashboard-ingress
and the output is:
Name: dashboard-ingress
Namespace: default
Address: nginx-ingress.elb.aws-region.amazonaws.com
Default backend: default-http-backend:80 (<error: endpoints "default-http-backend" not found>)
Rules:
Host Path Backends
---- ---- --------
host.my-domain
/ dashboard-service:8050 (192.168.36.42:8050)
Annotations:
nginx.ingress.kubernetes.io/force-ssl-redirect: false
nginx.ingress.kubernetes.io/rewrite-target: /
nginx.ingress.kubernetes.io/ssl-redirect: false
Events: <none>
Unfortunately, when I try to access the Dash app on the browser, I get a 502 Bad Gateway error from the nginx. Could you please help me because my Kubernetes knowledge is limited. Thanks in advance.