28 lines
764 B
YAML
28 lines
764 B
YAML
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# mlflow — experiment tracking + model registry (cloud only)
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# Networks: app (UI on 5000, proxied by nginx) + data (postgres backend on sql stack)
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services:
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mlflow:
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image: ghcr.io/mlflow/mlflow:v2.18.0
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restart: unless-stopped
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networks: [app, data]
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command: >
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mlflow server
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--host 0.0.0.0
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--port 5000
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--backend-store-uri postgresql://${MLFLOW_DB_USER}:${MLFLOW_DB_PASSWORD}@sql:5432/${MLFLOW_DB_NAME}
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--default-artifact-root /mlflow/artifacts
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--serve-artifacts
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volumes:
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- mlflow-artifacts:/mlflow/artifacts
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environment:
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TZ: ${TZ:-Europe/Amsterdam}
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# TODO: switch artifact store to S3/MinIO; Keycloak OIDC via nginx auth_request
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networks:
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app:
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data:
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volumes:
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mlflow-artifacts:
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