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22 changes: 22 additions & 0 deletions Caddyfile
Original file line number Diff line number Diff line change
@@ -0,0 +1,22 @@
# Minio Console
s3.localhost:9001 {
handle_path /* {
reverse_proxy s3:9001
}
}

# Minio API
s3.localhost:9000 {
handle_path /* {
reverse_proxy s3:9000
}
}

mlflow.localhost {
basicauth /* {
root JDJhJDEwJEVCNmdaNEg2Ti5iejRMYkF3MFZhZ3VtV3E1SzBWZEZ5Q3VWc0tzOEJwZE9TaFlZdEVkZDhX # root hiccup
}
handle_path /* {
reverse_proxy mlflow:5000
}
}
47 changes: 33 additions & 14 deletions docker-compose.yml
Original file line number Diff line number Diff line change
@@ -1,19 +1,35 @@
version: '3.2'
services:
caddy:
image: caddy:2-alpine
container_name: caddy
volumes:
- ./Caddyfile:/etc/caddy/Caddyfile
- /caddy/data:/data
- /caddy/config:/config
ports:
- 80:80
- 443:443
- 9000:9000
- 9001:9001
restart: unless-stopped
s3:
image: minio/minio:RELEASE.2021-06-14T01-29-23Z
restart: always
image: minio/minio:latest
container_name: aws-s3
ports:
- 9000:9000
- 9000
- 9001
environment:
- MINIO_ACCESS_KEY=${AWS_ACCESS_KEY_ID}
- MINIO_SECRET_KEY=${AWS_SECRET_ACCESS_KEY}
command:
server /date
networks:
- A
- MINIO_ROOT_USER=${AWS_ACCESS_KEY_ID}
- MINIO_ROOT_PASSWORD=${AWS_SECRET_ACCESS_KEY}
command:
server /date --console-address ":9001"
volumes:
- ./s3:/date
networks:
- default
- proxy-net
db:
restart: always
image: mysql/mysql-server:5.7.28
Expand All @@ -28,23 +44,26 @@ services:
volumes:
- ./dbdata:/var/lib/mysql
networks:
- A
- default
mlflow:
restart: always
container_name: tracker_mlflow
image: tracker_ml
build:
context: ./mlflow
dockerfile: Dockerfile
ports:
- "5000:5000"
environment:
environment:
- AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID}
- AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY}
- AWS_DEFAULT_REGION=${AWS_REGION}
- MLFLOW_S3_ENDPOINT_URL=http://s3:9000
entrypoint: mlflow server --backend-store-uri mysql+pymysql://${MYSQL_USER}:${MYSQL_PASSWORD}@db:3306/${MYSQL_DATABASE} --default-artifact-root s3://${AWS_BUCKET_NAME}/ -h 0.0.0.0
networks:
- A
entrypoint: ./wait-for-it.sh db:3306 -t 90 -- mlflow server --backend-store-uri mysql+pymysql://${MYSQL_USER}:${MYSQL_PASSWORD}@db:3306/${MYSQL_DATABASE} --default-artifact-root s3://${AWS_BUCKET_NAME}/ -h 0.0.0.0
- proxy-net
- default

networks:
A:
driver: bridge
default:
proxy-net:
2 changes: 1 addition & 1 deletion quickstart/mlflow_tracking.py
Original file line number Diff line number Diff line change
Expand Up @@ -5,7 +5,7 @@

if __name__ == "__main__":
with mlflow.start_run() as run:
mlflow.set_tracking_uri('http://localhost:5000')
mlflow.set_tracking_uri('https://mlflow.localhost')
print("Running mlflow_tracking.py")

log_param("param1", randint(0, 100))
Expand Down