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docker-compose.gcp-mysql-test.yaml
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services:
gcs:
container_name: gcs-mysql-test
hostname: gcs
image: fsouza/fake-gcs-server:${FAKE_GCS_SERVER_VERSION}
entrypoint: sh -c "apk add --no-cache curl && mkdir -p /data/mlflow && /bin/fake-gcs-server -data /data -scheme http"
ports:
- "4443:4443"
healthcheck:
test: ["CMD-SHELL", "curl -fsS http://localhost:4443/storage/v1/b || exit 1"]
interval: 5s
timeout: 10s
retries: 3
start_period: 5s
networks:
- gcp_mysql_test_nw
mysql:
image: "mysql:${MYSQL_VERSION}"
container_name: mlflow-azure-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:
- gcp_mysql_test_nw
mlflow:
container_name: mlflow-gcp-mysql-test
build:
context: .
dockerfile: Dockerfile
command: "mlflow server --backend-store-uri=mysql+pymysql://mlflow:password@mysql:3306/mlflow --default-artifact-root=gs://mlflow/ --host=0.0.0.0 --port=8080"
environment:
GOOGLE_CLOUD_PROJECT: mlflow
STORAGE_EMULATOR_HOST: http://gcs:4443
ports:
- "8080:8080"
networks:
- gcp_mysql_test_nw
depends_on:
gcs:
condition: service_healthy
mysql:
condition: service_healthy
networks:
gcp_mysql_test_nw:
driver: bridge