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docker-compose.yml
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version: '3.9'
services:
mongo:
image: mongo:latest
container_name: mongodb
restart: always
volumes:
- ./mongo/data:/data/db
networks:
- gecko_net
redis:
image: redis:latest
container_name: redisdb
networks:
- gecko_net
fastapi_server:
build:
context: .
dockerfile: fastapi_app/Dockerfile
container_name: fastapi
environment:
MONGONET: mongodb
TOKEN: ${TOKEN}
REDIS: redisdb
MLFLOW_CLIENT: mlflow_client
MLFLOW_SERVER: mlflow_server
DATABASE: ${DATABASE}
volumes:
- ./fastapi_app:/app
depends_on:
- mongo
- redis
networks:
- gecko_net
nginx:
build:
context: .
dockerfile: nginx/Dockerfile
container_name: nginx
volumes:
- ./nginx/nginx.conf:/etc/nginx/nginx.conf
depends_on:
- fastapi_server
networks:
- gecko_net
bot:
build:
context: .
dockerfile: bot/Dockerfile
container_name: tg_bot
env_file:
- .env
environment:
FASTAPI: nginx
volumes:
- ./bot:/app
depends_on:
- nginx
restart: always
networks:
- gecko_net
mlflow_server:
image: ubuntu/mlflow:2.1.1_1.0-22.04
container_name: mlflow_server
volumes:
- ./mlflow_server/mlruns:/mlruns
- ./mlflow_server/mlartifacts:/mlartifacts
depends_on:
- bot
command: mlflow server -h 0.0.0.0 -p 5000
networks:
- gecko_net
mlflow_client:
build:
context: .
dockerfile: mlflow_client/Dockerfile
container_name: mlflow_client
environment:
MLFLOW: mlflow_server
FASTAPI: nginx
volumes:
- ./mlflow_client:/app
depends_on:
- mlflow_server
- fastapi_server
networks:
- gecko_net
scheduler:
build:
context: .
dockerfile: scheduler/Dockerfile
container_name: scheduler_sync
env_file:
- .env
environment:
MONGO: mongodb
MLFLOW_CLIENT: mlflow_client
MLFLOW_SERVER: mlflow_server
volumes:
- ./scheduler:/app
depends_on:
- mlflow_server
- mlflow_client
- mongo
networks:
- gecko_net
networks:
gecko_net:
external: true
name: gecko_net