wehub-resource-sync
100 lines
2.4 KiB
YAML
100 lines
2.4 KiB
YAML
version: "3"
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services:
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minio:
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image: minio/minio
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expose:
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- "9000"
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ports:
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- "9000:9000"
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# MinIO Console is available at http://localhost:9001
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- "9001:9001"
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environment:
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MINIO_ROOT_USER: "user"
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MINIO_ROOT_PASSWORD: "password"
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healthcheck:
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test: timeout 5s bash -c ':> /dev/tcp/127.0.0.1/9000' || exit 1
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interval: 1s
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timeout: 10s
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retries: 5
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# Note there is no bucket by default
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command: server /data --console-address ":9001"
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minio-create-bucket:
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image: minio/mc
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depends_on:
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minio:
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condition: service_healthy
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entrypoint: >
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bash -c "
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mc alias set minio http://minio:9000 user password &&
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if ! mc ls minio/bucket; then
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mc mb minio/bucket
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else
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echo 'bucket already exists'
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fi
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"
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artifacts-server:
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build:
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context: .
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dockerfile: "${DOCKERFILE:-Dockerfile}"
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depends_on:
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- minio-create-bucket
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expose:
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- "5500"
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ports:
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- "5500:5500"
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environment:
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MLFLOW_S3_ENDPOINT_URL: http://minio:9000
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AWS_ACCESS_KEY_ID: "user"
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AWS_SECRET_ACCESS_KEY: "password"
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MLFLOW_SERVER_ENABLE_JOB_EXECUTION: "false"
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MLFLOW_SERVER_DISABLE_SECURITY_MIDDLEWARE: "true"
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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 5500
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--artifacts-destination s3://bucket
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--gunicorn-opts "--log-level debug"
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--artifacts-only
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postgres:
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image: postgres
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restart: always
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environment:
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POSTGRES_DB: db
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POSTGRES_USER: user
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POSTGRES_PASSWORD: password
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tracking-server:
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build:
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context: .
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dockerfile: "${DOCKERFILE:-Dockerfile}"
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depends_on:
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- postgres
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- artifacts-server
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expose:
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- "5000"
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ports:
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# MLflow UI is available at http://localhost:5000
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- "5000:5000"
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environment:
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MLFLOW_SERVER_ENABLE_JOB_EXECUTION: "false"
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MLFLOW_SERVER_DISABLE_SECURITY_MIDDLEWARE: "true"
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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://user:password@postgres:5432/db
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--default-artifact-root http://artifacts-server:5500/api/2.0/mlflow-artifacts/artifacts/experiments
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--gunicorn-opts "--log-level debug"
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client:
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build:
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context: .
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dockerfile: "${DOCKERFILE:-Dockerfile}"
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depends_on:
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- tracking-server
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environment:
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MLFLOW_TRACKING_URI: http://tracking-server:5000
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