k3s-configs/apps/mlflow/mlflow-deployment.yaml

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apiVersion: apps/v1
kind: Deployment
metadata:
name: mlflow
namespace: mlflow
spec:
replicas: 1
selector:
matchLabels:
app: mlflow
template:
metadata:
labels:
app: mlflow
spec:
imagePullSecrets:
- name: gitea-regcred
initContainers:
- name: init-s3-bucket
image: minio/mc:latest@sha256:4c43b8f007557145205a1d751e1d7f24a36994125b3e4f38e83d7c61f3a3872c
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command: ["/bin/sh", "-c"]
args:
- until mc alias set mlflow-minio http://minio-svc.mlflow.svc.cluster.local:9000 $MINIO_ROOT_USER $MINIO_ROOT_PASSWORD; do sleep 5; done;
mc admin user add mlflow-minio $AWS_ACCESS_KEY_ID $AWS_SECRET_ACCESS_KEY;
mc admin policy attach mlflow-minio readwrite --user $AWS_ACCESS_KEY_ID;
mc mb mlflow-minio/mlflow;
exit 0;
envFrom:
- secretRef:
name: minio-admin-secret
- secretRef:
name: minio-user-secret
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- name: init-db-upgrade
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image: git.namesny.com/cluster/mlflow:latest@sha256:9d935268bc318d6cadbfe8d480744ce898cdfb906be5ba7125ab87c555894798
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envFrom:
- secretRef:
name: mlflow-secret
command: ["/bin/sh", "-c"]
args:
- mlflow db upgrade $MLFLOW_BACKEND_STORE_URI;
exit 0;
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containers:
- name: mlflow
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image: git.namesny.com/cluster/mlflow:latest@sha256:9d935268bc318d6cadbfe8d480744ce898cdfb906be5ba7125ab87c555894798
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imagePullPolicy: Always
args:
- --host=0.0.0.0
- --port=5000
envFrom:
- secretRef:
name: mlflow-secret
- secretRef:
name: minio-user-secret
ports:
- name: http
containerPort: 5000
protocol: TCP