SmugHippopotamus96 how did this setup work for you? are you using an autoscaling node group for the jobs?
with or without GPU?
Any additional tips on usage?
As you'll probably run into issues as soon you want to start running experiments from private repos
now waiting for the newer pod to start
The configmap shows this❯ k get configmaps k8sagent-pod-template -oyaml apiVersion: v1 data: template.yaml: "apiVersion: v1\nmetadata:\n namespace: \nspec:\n containers:\n \ - resources:\n {}\n env: \n - name: CLEARML_API_HOST\n value: \" \"\n - name: CLEARML_WEB_HOST\n value: \" \"\n - name: CLEARML_FILES_HOST\n value: \" \"\n \ - name: CLEARML_API_ACCESS_KEY\n valueFrom:\n secretKeyRef:\n \ name: clearml-conf\n key: apiserver_key\n - name: CLEARML_API_SECRET_KEY\n \ valueFrom:\n secretKeyRef:\n name: clearml-conf\n key: apiserver_secret\n tolerations:\n []\n nodeSelector:\n {}\n" kind: ConfigMap metadata: annotations: meta.helm.sh/release-name: clearml meta.helm.sh/release-namespace: clearml creationTimestamp: "2022-02-02T10:25:25Z" labels: app.kubernetes.io/managed-by: Helm name: k8sagent-pod-template namespace: clearml resourceVersion: "4241060" uid: aec0e958-8ce9-4dfc-bd88-11a8b78bfdc1
I'll give it another try next week and keep you posted
it has a partial pod template mapped to templates/template.yaml
Ah I see it! I made a mistake in the helm chart 🙈
SmugHippopotamus96 the new version of the helm chart should fix all the issues you mentioned!
Thank you very much! CostlyFox64 SuccessfulKoala55
Another possibile issue I encountered is when an experiment completes, it's pod is kept in the Complete phase, and when I Reset and Enqueue the experiment again, no new pod is created, the existing one it being updated but will never actually run the experiment again
No problem! Thank you for finding a bug in the chart 🤓
I have some other improvements to the k8sagent I want to submit a PR for soon, so be sure the monitor the chart repo for updates!
and the k8s agent is configured to listen on that queue (see above)
and the spec.tolerations field there is defined as a map where it should be a slice
❯ k get pod -w NAME READY STATUS RESTARTS AGE clearml-agent-group-cpu-agent-6d9cd7cf9f-hq2dl 1/1 Running 2 2d19h clearml-apiserver-7bbcb75496-64lm7 1/1 Running 6 2d19h clearml-elastic-master-0 1/1 Running 2 2d6h clearml-fileserver-68db5b6dd6-fkv4q 1/1 Running 2 2d19h clearml-id-f7cd2dc3584f443c9b7ae895b03e900c 0/1 ContainerCreating 0 9s clearml-k8sagent-7f584456c5-wf6wd 1/1 Running 0 3m26s clearml-mongodb-7698fc9f84-xbfhf 1/1 Running 2 2d19h clearml-redis-master-0 1/1 Running 2 2d6h clearml-webserver-55bdc98c74-ghpv4 1/1 Running 3 2d19h
No, I see that within the k8s-agent pod when it tries to execute the experiment
Was a mistake on my end, added an extra ] by accident
SmugHippopotamus96 that's strange - the pod should be removed
I’ll try and remove the newline for tolerations and nodeSelector
I can verify that the pod is not removed, and a new one is not created when an experiment is reset and enqueued
So you see the issue - it's with the k8s glue pod spec?
Oh btw, did you restart the k8sagent pod after applying the new template?
Should have been tolerations: [] , I'll send a PR soon to fix it.
In the meantime you can solve it by setting the value to k8sagent.podTemplate.tolerations: []