#3624 [BUG] specifying image in PodTemplate does not set the image used for a NotebookTask Issue created by blair-anson Describe the bug I have been using a PodTemplate to set the default docker image for a normal @task(), as per the link below. However the NotebookTask ignores the image setting in the PodTemplate, although it does apply other settings such as VolumeMount https://docs.flyte.org/en/latest/deployment/configuration/general.html#using-default-k8s-podtemplates Example of a PodTemplate that is generated by clusterResourceTemplates in the values.yaml

$ kubectl get podtemplate flyte-template -n test8-development -o yaml
apiVersion: v1
kind: PodTemplate
...
template:
...
  spec:
    containers:
    - image: <http://xxxxxx.dkr.ecr.us-west-2.amazonaws.com/my-own-image:my-tag|xxxxxx.dkr.ecr.us-west-2.amazonaws.com/my-own-image:my-tag>
      imagePullPolicy: IfNotPresent
      name: default
      resources: {}
      terminationMessagePath: /dev/termination-log
      terminationMessagePolicy: File
...

Example of the Pod that runs

$ kubectl get pod f05d6a5f90403454f88b-n0-0 -n test8-development -o yaml
apiVersion: v1
kind: Pod
...
    image: <http://cr.flyte.org/flyteorg/flytekit:py3.8-1.4.1|cr.flyte.org/flyteorg/flytekit:py3.8-1.4.1>
    imagePullPolicy: IfNotPresent
    name: f05d6a5f90403454f88b-n0-0
...
  containerStatuses:
  - containerID: <docker://adda36ed3823592a117e5b99f284accddee987e5d966e6b48b1c46eab7e98fa7>
    image: <http://cr.flyte.org/flyteorg/flytekit:py3.8-1.4.1|cr.flyte.org/flyteorg/flytekit:py3.8-1.4.1>
    imageID: <docker-pullable://cr.flyte.org/flyteorg/flytekit@sha256:dcc3c40249bb983eb96dc0024f1506f4e261a64f1c3a1f447f94750720cb8ae3>
    lastState: {}
    name: f05d6a5f90403454f88b-n0-0
    ready: false
    restartCount: 0
    started: false
    state:
      terminated:
...

Expected behavior The Pod processing the NotebookTask should use the docker image defined in the PodTemplate Additional context to reproduce No response Screenshots No response Are you sure this issue hasn't been raised already? ☑︎ Yes Have you read the Code of Conduct? ☑︎ Yes flyteorg/flyte