mirror of
https://github.com/Toumash/mlflow-docker
synced 2025-11-04 15:19:21 +01:00
54 lines
1.5 KiB
YAML
54 lines
1.5 KiB
YAML
version: "3.9"
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services:
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s3:
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image: minio/minio:RELEASE.2021-08-25T00-41-18Z.hotfix.55efceab5
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container_name: aws-s3
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ports:
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- "9000:9000"
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- "9001:9001"
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environment:
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- MINIO_ROOT_USER=${AWS_ACCESS_KEY_ID}
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- MINIO_ROOT_PASSWORD=${AWS_SECRET_ACCESS_KEY}
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command: server /data --console-address ":9001"
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networks:
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- internal
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- public
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volumes:
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- ./s3:/date
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db:
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restart: always
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image: mysql/mysql-server:5.7.28
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container_name: mlflow_db
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expose:
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- "3306"
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environment:
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- MYSQL_DATABASE=${MYSQL_DATABASE}
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- MYSQL_USER=${MYSQL_USER}
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- MYSQL_PASSWORD=${MYSQL_PASSWORD}
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- MYSQL_ROOT_PASSWORD=${MYSQL_ROOT_PASSWORD}
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volumes:
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- ./dbdata:/var/lib/mysql
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networks:
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- internal
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mlflow:
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container_name: tracker_mlflow
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image: tracker_ml
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build:
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context: ./mlflow
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dockerfile: Dockerfile
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ports:
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- "5000:5000"
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environment:
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- AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID}
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- AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY}
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- AWS_DEFAULT_REGION=${AWS_REGION}
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- MLFLOW_S3_ENDPOINT_URL=http://s3:9000
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networks:
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- public
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- internal
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entrypoint: ./wait-for-it.sh db:3306 -t 90 -- mlflow server --backend-store-uri mysql+pymysql://${MYSQL_USER}:${MYSQL_PASSWORD}@db:3306/${MYSQL_DATABASE} --default-artifact-root s3://${AWS_BUCKET_NAME}/ -h 0.0.0.0
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networks:
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internal:
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public:
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driver: bridge
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