I am using a NVIDIA Clara Deploy SDK which works on Kubernetes cluster. It provides the pipeline from E2E Medical image analysis (acquisition to analysis/segmentation). As I am using this, the E2E flow doesn't work. Because the output from one of the containers within the pod is empty. Though I am able to get the logs of a main containers, I am not sure how to get the logs of containers which are running within a specific container?.
I executed the below command through online research and this lists down the images,
sudo kubectl get pods --all-namespaces -o jsonpath="{..image}" |tr -s '[[:space:]]' '\n' |sort |uniq -c
Later, I execute this command and it lists down the containers within this pod
sudo kubectl describe pod clara-clara-platform-7bb6f9f5c6-pdzgd
This lists down 5 containers in the pod
1) Inference server 2) Dicom-server 3) Render-server 4) Clara-core 5)Clara-dashboard
But clara has containers within containers. That's how I have understood it.not sure whether I am right.
Sharing the doc below for your reference. I guess all the above containers images are part of main "Clara-core" container. How do I get the status of sub containers within a main container?
When I try to get the logs of the above containers, I don't see any info regarding what happened when the ai-container (applastchannel) was executed?
Please note that I would like to get the status of ai-container which is "applastchannel" in my case
Here is YAML file
apiVersion: v1
items:
- apiVersion: v1
kind: Pod
metadata:
creationTimestamp: null
generateName: clara-clara-platform-7bb6f9f5c6-
labels:
app.kubernetes.io/instance: clara
app.kubernetes.io/name: clara-platform
pod-template-hash: 7bb6f9f5c6
ownerReferences:
- apiVersion: apps/v1
blockOwnerDeletion: true
controller: true
kind: ReplicaSet
name: clara-clara-platform-7bb6f9f5c6
uid: d0f0dc14-8b7e-45e3-8528-0879c7ce9330
selfLink: /api/v1/namespaces/default/pods/clara-clara-platform-7bb6f9f5c6-
pdzgd
spec:
containers:
- args:
- --model-store=/models
command:
- trtserver
image: clara/trtis:0.1.8
imagePullPolicy: IfNotPresent
livenessProbe:
failureThreshold: 3
httpGet:
path: /api/health/live
port: 8000
scheme: HTTP
initialDelaySeconds: 5
periodSeconds: 5
successThreshold: 1
timeoutSeconds: 1
name: inference-server
ports:
- containerPort: 8000
protocol: TCP
- containerPort: 8001
protocol: TCP
- containerPort: 8002
protocol: TCP
readinessProbe:
failureThreshold: 3
httpGet:
path: /api/health/ready
port: 8000
scheme: HTTP
initialDelaySeconds: 5
periodSeconds: 5
successThreshold: 1
timeoutSeconds: 1
resources: {}
securityContext:
runAsUser: 1000
terminationMessagePath: /dev/termination-log
terminationMessagePolicy: File
volumeMounts:
- mountPath: /models
name: pv-clara-volume
subPath: models
- mountPath: /var/run/secrets/kubernetes.io/serviceaccount
name: clara-service-account-token-c62fp
readOnly: true
- image: clara/dicomserver:0.1.8
imagePullPolicy: Never
name: dicom-server
ports:
- containerPort: 104
hostPort: 104
name: dicom-port
protocol: TCP
resources: {}
terminationMessagePath: /dev/termination-log
terminationMessagePolicy: File
volumeMounts:
- mountPath: /payloads
name: pv-clara-volume
subPath: clara-core/payloads
- mountPath: /app/app.yaml
name: dicom-server-config
subPath: app.yaml
- mountPath: /var/run/secrets/kubernetes.io/serviceaccount
name: clara-service-account-token-c62fp
readOnly: true
- image: clara/core:0.1.8
imagePullPolicy: Never
name: clara-core
ports:
- containerPort: 50051
protocol: TCP
resources: {}
terminationMessagePath: /dev/termination-log
terminationMessagePolicy: File
volumeMounts:
- mountPath: /app/Jobs
name: pv-clara-volume
subPath: clara-core/payloads
- mountPath: /app/Workflows
name: pv-clara-volume
subPath: clara-core/workflows
- mountPath: /var/run/secrets/kubernetes.io/serviceaccount
name: clara-service-account-token-c62fp
readOnly: true
- image: clara/clara-dashboard:0.1.8
imagePullPolicy: Never
name: clara-dashboard
ports:
- containerPort: 8080
hostPort: 8080
name: dashboard-port
protocol: TCP
resources: {}
terminationMessagePath: /dev/termination-log
terminationMessagePolicy: File
volumeMounts:
- mountPath: /var/run/secrets/kubernetes.io/serviceaccount
name: clara-service-account-token-c62fp
readOnly: true
- image: clara/renderserver:0.1.8
imagePullPolicy: Never
name: render-server
ports:
- containerPort: 2050
hostPort: 2050
name: render-port
protocol: TCP
resources: {}
terminationMessagePath: /dev/termination-log
terminationMessagePolicy: File
volumeMounts:
- mountPath: /app/datasets
name: pv-clara-volume
subPath: datasets
- mountPath: /var/run/secrets/kubernetes.io/serviceaccount
name: clara-service-account-token-c62fp
readOnly: true
dnsPolicy: ClusterFirst
enableServiceLinks: true
imagePullSecrets:
- name: nvcr.io
nodeName: whiskey
priority: 0
restartPolicy: Always
schedulerName: default-scheduler
securityContext: {}
serviceAccount: clara-service-account
serviceAccountName: clara-service-account
terminationGracePeriodSeconds: 30
tolerations:
- effect: NoExecute
key: node.kubernetes.io/not-ready
operator: Exists
tolerationSeconds: 300
- effect: NoExecute
key: node.kubernetes.io/unreachable
operator: Exists
tolerationSeconds: 300
volumes:
- name: pv-clara-volume
persistentVolumeClaim:
claimName: pv-clara-volume-claim
- configMap:
defaultMode: 420
items:
- key: app.Release.yaml
path: app.yaml
name: clara-configmap
name: dicom-server-config
- name: clara-service-account-token-c62fp
secret:
defaultMode: 420
secretName: clara-service-account-token-c62fp
status:
phase: Pending
qosClass: BestEffort
kind: List
metadata:
resourceVersion: ""
selfLink: ""
Can you help me achieve this?
looking at the yaml I see only these containers in the pod:
Image: Name:
clara/core:0.1.8 clara-core
clara/clara-dashboard:0.1.8 clara-dashboard
clara/renderserver:0.1.8 render-server
clara/trtis:0.1.8 inference-server
clara/dicomserver:0.1.8 dicom-server
I'm not sure which one is the one you need, nothing seems to be called AI, but either way you can check logs with:
kubectl logs clara-clara-platform-7bb6f9f5c6-pdzgd %container_name%
so if inference-server
is the one you are interested in:
kubectl logs clara-clara-platform-7bb6f9f5c6-pdzgd inference-server