OpenShift AI Tutorial (Fraud Detection) - unable to deploy created model

Solution Verified - Updated -

Issue

  • OpenShift AI Tutorial (Fraud Detection) - unable to deploy created model
  • Following the OpenShift AI tutorial fraud detection

  • used the default MinIO S3 storage. The steps work fine up until attempting to deploy the model. At that point, unable to deploy either via the single model or multi-model options.

  • Error creating pods 'fraud-predictor-xxxxx-deployment-zzzzzzz' is forbidden: unable to validate against any security context constraint.
  • The error message suggests that there might be an issue with the security context constraints, and this issue is likely blocking the model deployment.
  • Tried to set anyuid SCC to the service account but did not fix the issue
oc adm policy add-scc-to-user anyuid system:serviceaccounts:istio-system
  • fraud-predictor-00001-deployment-xxxxxxx" is unable to spin up the initcontainer and the pods due to a SCC issue
Error creating pods 'fraud-predictor-00001-deployment-xxxxxxx' is forbidden unable to validate any security context constraint [provider "restricted-V2-nfs":Forbidden not usable by user or serviceaccount provider "pipelines-scc":Forbidden not usable by user or serviceaccount provider "run-as-ray-user": Forbidden not usable by user or serviceaccount provider "restricted-v2:initContainers[0].runAsUser:InvalidValue:1337:must be in the ranges:[1000000000:1000000000]........

Environment

  • Red Hat OpenShift AI Self-Managed
    • 2.18

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