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docker-compose-service.yml
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docker-compose-service.yml
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version: "2"
services:
service:
build:
context: service
dockerfile: Dockerfile
depends_on:
- evidently_service
- mongo
environment:
TRACKING_SERVER: "http://ec2-13-42-12-107.eu-west-2.compute.amazonaws.com:5000"
AWS_ACCESS_KEY_ID: ${AWS_ACCESS_KEY_ID}
AWS_SECRET_ACCESS_KEY: ${AWS_SECRET_ACCESS_KEY}
AWS_REGION: ${AWS_REGION}
AWS_DEFAULT_REGION: ${AWS_DEFAULT_REGION}
AWS_BUCKET: "mlflow-bucket-cpereira-mlops-zoomcamp-cpereira"
EVIDENTLY_SERVICE: "http://evidently_service:8085"
MONGODB_ADDRESS: "mongodb://mongo:27017/"
ports:
- "9696:9696"
networks:
- back-tier
- front-tier
restart: always
streamlit:
build:
context: streamlit
dockerfile: Dockerfile
depends_on:
- service
environment:
TRACKING_SERVER: "http://ec2-13-42-12-107.eu-west-2.compute.amazonaws.com:5000"
AWS_ACCESS_KEY_ID: ${AWS_ACCESS_KEY_ID}
AWS_SECRET_ACCESS_KEY: ${AWS_SECRET_ACCESS_KEY}
AWS_REGION: ${AWS_REGION}
AWS_DEFAULT_REGION: ${AWS_DEFAULT_REGION}
AWS_BUCKET: "mlflow-bucket-cpereira-mlops-zoomcamp-cpereira"
FLASK_API_ENDPOINT: "http://service:9696/predict"
ports:
- "8501:8501"
networks:
- front-tier
restart: always
evidently_service:
build:
context: evidently_service
dockerfile: Dockerfile
depends_on:
- grafana
volumes:
- ./evidently_service/datasets:/app/datasets
- ./evidently_service/config.yaml:/app/config.yaml
ports:
- "8085:8085"
networks:
- back-tier
- front-tier
prometheus:
image: prom/prometheus
volumes:
- ./evidently_service/config/prometheus.yml:/etc/prometheus/prometheus.yml
- ./evidently_service/dbs/prometheus_data:/prometheus
command:
- '--config.file=/etc/prometheus/prometheus.yml'
- '--storage.tsdb.path=/prometheus'
ports:
- "9090:9090"
networks:
- back-tier
restart: always
grafana:
image: grafana/grafana
user: "472"
depends_on:
- prometheus
ports:
- "3000:3000"
volumes:
- ./evidently_service/config/grafana_datasources.yaml:/etc/grafana/provisioning/datasources/datasource.yaml:ro
- ./evidently_service/config/grafana_dashboards.yaml:/etc/grafana/provisioning/dashboards/dashboards.yaml:ro
- ./evidently_service/dashboards:/opt/grafana/dashboards
- ./evidently_service/dbs/grafana_data:/var/lib/grafana
networks:
- back-tier
- front-tier
restart: always
mongo:
image: mongo
ports:
- "27018:27017"
volumes:
- ./evidently_service/dbs/mongo_data:/data/db
networks:
- back-tier
- front-tier
networks:
front-tier:
back-tier: