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docker-compose.aws-mysql-test.yaml
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services:
minio:
container_name: minio-mysql-test
hostname: minio
image: minio/minio:${MINIO_VERSION}
entrypoint: sh
command: -c 'mkdir -p /data/mlflow && minio server /data --console-address ":9001"'
environment:
MINIO_ROOT_USER: minioadmin
MINIO_ROOT_PASSWORD: minioadmin
ports:
- "9000:9000"
- "9001:9001"
healthcheck:
test: ["CMD-SHELL", "curl -fsS http://localhost:9000/minio/health/live || exit 1"]
interval: 5s
timeout: 10s
retries: 3
start_period: 5s
networks:
- aws_mysql_test_nw
mysql:
image: "mysql:${MYSQL_VERSION}"
container_name: mlflow-aws-mysql-db
environment:
MYSQL_ROOT_PASSWORD: rootpassword
MYSQL_DATABASE: mlflow
MYSQL_USER: mlflow
MYSQL_PASSWORD: password
MYSQL_TCP_PORT: 3306
ports:
- "3306:3306"
healthcheck:
test: ["CMD-SHELL", "mysqladmin ping -h localhost -u root -prootpassword || exit 1"]
interval: 5s
timeout: 10s
retries: 3
start_period: 5s
networks:
- aws_mysql_test_nw
mlflow:
container_name: mlflow-aws-mysql-test
build:
context: .
dockerfile: Dockerfile
command: "mlflow server --backend-store-uri=mysql+pymysql://mlflow:password@mysql:3306/mlflow --default-artifact-root=s3://mlflow/ --host=0.0.0.0 --port=8080"
environment:
MLFLOW_S3_ENDPOINT_URL: http://minio:9000
AWS_ACCESS_KEY_ID: minioadmin
AWS_SECRET_ACCESS_KEY: minioadmin
ports:
- "8080:8080"
networks:
- aws_mysql_test_nw
depends_on:
minio:
condition: service_healthy
mysql:
condition: service_healthy
networks:
aws_mysql_test_nw:
driver: bridge