Spaces:
Running
Running
File size: 1,572 Bytes
5259cf2 | 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 54 55 56 57 58 59 60 61 | version: '3.8'
services:
# FastAPI Application
app:
build: .
container_name: automl-app
ports:
- "8000:8000"
volumes:
- ./artifacts:/app/artifacts
- ./monitoring:/app/monitoring
- ./mlruns:/app/mlruns
environment:
- MLFLOW_TRACKING_URI=${MLFLOW_TRACKING_URI}
- DAGSHUB_TOKEN=${DAGSHUB_TOKEN}
restart: unless-stopped
healthcheck:
test: ["CMD", "curl", "-f", "http://localhost:8000/health"]
interval: 30s
timeout: 10s
retries: 3
# Prometheus for metrics
prometheus:
image: prom/prometheus:latest
container_name: automl-prometheus
ports:
- "9090:9090"
volumes:
- ./observability/prometheus/prometheus.yml:/etc/prometheus/prometheus.yml
- ./observability/prometheus/alerts.yml:/etc/prometheus/alerts.yml
- prometheus-data:/prometheus
command:
- '--config.file=/etc/prometheus/prometheus.yml'
- '--storage.tsdb.path=/prometheus'
restart: unless-stopped
depends_on:
- app
# Grafana for visualization
grafana:
image: grafana/grafana:latest
container_name: automl-grafana
ports:
- "3000:3000"
volumes:
- ./observability/grafana/provisioning:/etc/grafana/provisioning
- ./observability/grafana/dashboards:/var/lib/grafana/dashboards
- grafana-data:/var/lib/grafana
environment:
- GF_SECURITY_ADMIN_PASSWORD=admin
- GF_USERS_ALLOW_SIGN_UP=false
restart: unless-stopped
depends_on:
- prometheus
volumes:
prometheus-data:
grafana-data:
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