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