47 lines
1.3 KiB
YAML
47 lines
1.3 KiB
YAML
apiVersion: apps/v1
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kind: Deployment
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metadata:
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name: mlflow
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namespace: geocrop
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spec:
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replicas: 1
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selector:
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matchLabels:
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app: mlflow
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template:
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metadata:
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labels:
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app: mlflow
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spec:
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nodeName: vmi3045103.contaboserver.net
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containers:
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- name: mlflow
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image: ghcr.io/mlflow/mlflow:v2.10.2
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command:
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- sh
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- -c
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- |
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pip install psycopg2-binary
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export ENCODED_PASS=$(python3 -c "import urllib.parse; print(urllib.parse.quote_plus('$DB_PASSWORD'))")
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mlflow server --host=0.0.0.0 --port=5000 --backend-store-uri=postgresql://postgres:$ENCODED_PASS@geocrop-db:5433/geocrop_gis --default-artifact-root=s3://geocrop-models/mlflow-artifacts
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env:
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- name: DB_PASSWORD
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valueFrom:
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secretKeyRef:
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name: geocrop-db-secret
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key: password
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- name: AWS_ACCESS_KEY_ID
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valueFrom:
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secretKeyRef:
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name: geocrop-secrets
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key: minio-access-key
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- name: AWS_SECRET_ACCESS_KEY
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valueFrom:
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secretKeyRef:
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name: geocrop-secrets
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key: minio-secret-key
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- name: MLFLOW_S3_ENDPOINT_URL
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value: http://minio.geocrop.svc.cluster.local:9000
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ports:
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- containerPort: 5000
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