Taxi-Duration-Prediction/docker-compose.yml at main · AhmadHammad21/Taxi-Duration-Prediction · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
version: "3.9"

services:
  fastapi:
    build:
      context: .
      dockerfile: Dockerfile
    ports:
      - "8000:8000"
    volumes:
      - ./mlruns:/app/mlruns
      - ./mlflow.db:/app/mlflow.db
      - ./data/predictions:/app/data/predictions
    depends_on:
      - mlflow
    environment:
      - MLFLOW_TRACKING_URI=http://mlflow:5000

  mlflow:
    image: ghcr.io/mlflow/mlflow:v2.22.0  # Replace with your local version
    ports:
      - "5000:5000"
    volumes:
      - ./mlflow.db:/mlflow/mlflow.db
      - ./mlruns:/mlflow/mlruns
    command: >
      mlflow server
      --backend-store-uri sqlite:///mlflow/mlflow.db
      --default-artifact-root /mlflow/mlruns
      --host 0.0.0.0
      --port 5000

  prometheus:
    image: prom/prometheus
    ports:
      - "9090:9090"
    volumes:
      - ./src/config/prometheus.yml:/etc/prometheus/prometheus.yml
      - ./prometheus/alerts.yml:/etc/prometheus/alerts.yml

  grafana:
    image: grafana/grafana
    ports:
      - "3000:3000"
    environment:
      - GF_SECURITY_ADMIN_PASSWORD=admin
    volumes:
      - grafana-storage:/var/lib/grafana
      - ./grafana/provisioning:/etc/grafana/provisioning
      - ./grafana/dashboards:/var/lib/grafana/dashboards

volumes:
  grafana-storage: