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| 1 | +# fAIr Application Development Stack |
| 2 | + |
| 3 | +x-common-env: &common-env |
| 4 | + env_file: |
| 5 | + - ${ENV_FILE:-.env.dev} |
| 6 | + |
| 7 | +services: |
| 8 | + postgres: |
| 9 | + <<: *common-env |
| 10 | + image: postgis/postgis:17-3.5-alpine |
| 11 | + platform: linux/amd64 |
| 12 | + container_name: pgsql |
| 13 | + restart: unless-stopped |
| 14 | + environment: |
| 15 | + POSTGRES_DB: ${POSTGRES_DB:-ai} |
| 16 | + POSTGRES_USER: ${POSTGRES_USER:-postgres} |
| 17 | + POSTGRES_PASSWORD: ${POSTGRES_PASSWORD:-admin} |
| 18 | + volumes: |
| 19 | + - ${POSTGRES_DATA:-./fair-app/data/postgres}:/var/lib/postgresql/data |
| 20 | + ports: |
| 21 | + - "5434:5432" |
| 22 | + networks: |
| 23 | + - backend-network |
| 24 | + healthcheck: |
| 25 | + test: ["CMD-SHELL", "pg_isready -U postgres"] |
| 26 | + interval: 10s |
| 27 | + timeout: 5s |
| 28 | + retries: 5 |
| 29 | + |
| 30 | + redis: |
| 31 | + <<: *common-env |
| 32 | + image: redis:8-alpine |
| 33 | + platform: linux/amd64 |
| 34 | + container_name: redis |
| 35 | + restart: unless-stopped |
| 36 | + command: redis-server |
| 37 | + volumes: |
| 38 | + - ${REDIS_DATA:-./fair-app/data/redis}:/data |
| 39 | + ports: |
| 40 | + - "6379:6379" |
| 41 | + networks: |
| 42 | + - backend-network |
| 43 | + healthcheck: |
| 44 | + test: ["CMD", "redis-cli", "ping"] |
| 45 | + interval: 10s |
| 46 | + timeout: 5s |
| 47 | + retries: 5 |
| 48 | + |
| 49 | + backend-api: |
| 50 | + <<: *common-env |
| 51 | + image: ghcr.io/hotosm/fair-api:develop |
| 52 | + build: |
| 53 | + context: ./backend |
| 54 | + dockerfile: Dockerfile.API |
| 55 | + platform: linux/amd64 |
| 56 | + container_name: api |
| 57 | + restart: unless-stopped |
| 58 | + command: python manage.py runserver_with_q 0.0.0.0:8000 |
| 59 | + ports: |
| 60 | + - "127.0.0.1:8000:8000" |
| 61 | + volumes: |
| 62 | + - ${APP_LOGS:-./fair-app/data/log}:/app/log |
| 63 | + - ${RAMP_HOME:-./fair-app/data/ramp}:/RAMP_HOME |
| 64 | + - ${TRAINING_WORKSPACE:-./fair-app/data/trainings}:/TRAINING_WORKSPACE |
| 65 | + - ${APP_HOME:-./}backend/core:/app/core |
| 66 | + - ${APP_HOME:-./}backend/login:/app/login |
| 67 | + - ${APP_HOME:-./}backend/aiproject:/app/aiproject |
| 68 | + depends_on: |
| 69 | + redis: |
| 70 | + condition: service_healthy |
| 71 | + postgres: |
| 72 | + condition: service_healthy |
| 73 | + networks: |
| 74 | + - backend-network |
| 75 | + healthcheck: |
| 76 | + test: |
| 77 | + [ |
| 78 | + "CMD-SHELL", |
| 79 | + 'python -c "import sys, requests; r = requests.get(''http://127.0.0.1:8000/api/''); print(r); sys.exit(0 if r.status_code==200 else 1)"', |
| 80 | + ] |
| 81 | + interval: 30s |
| 82 | + timeout: 10s |
| 83 | + retries: 2 |
| 84 | + deploy: |
| 85 | + resources: |
| 86 | + limits: |
| 87 | + cpus: "1" |
| 88 | + memory: 1G |
| 89 | + |
| 90 | + backend-worker-cpu: |
| 91 | + <<: *common-env |
| 92 | + profiles: ["cpu"] |
| 93 | + image: ghcr.io/hotosm/fair-worker:develop-cpu |
| 94 | + build: |
| 95 | + context: ./backend |
| 96 | + dockerfile: Dockerfile.workers |
| 97 | + args: |
| 98 | + - BUILD_TYPE=cpu |
| 99 | + platform: linux/amd64 |
| 100 | + container_name: worker-cpu |
| 101 | + restart: unless-stopped |
| 102 | + command: celery -A aiproject worker --loglevel=INFO --concurrency=1 -Q ramp_training,yolo_training |
| 103 | + env_file: |
| 104 | + - ./backend/.env |
| 105 | + volumes: |
| 106 | + - ${APP_LOGS:-./fair-app/data/log}:/app/log |
| 107 | + - ${RAMP_HOME:-./fair-app/data/ramp}:/RAMP_HOME |
| 108 | + - ${TRAINING_WORKSPACE:-./fair-app/data/trainings}:/TRAINING_WORKSPACE |
| 109 | + - ${APP_HOME:-./}backend/core:/app/core |
| 110 | + - ${APP_HOME:-./}backend/login:/app/login |
| 111 | + - ${APP_HOME:-./}backend/aiproject:/app/aiproject |
| 112 | + depends_on: |
| 113 | + backend-api: |
| 114 | + condition: service_healthy |
| 115 | + redis: |
| 116 | + condition: service_healthy |
| 117 | + postgres: |
| 118 | + condition: service_healthy |
| 119 | + networks: |
| 120 | + - backend-network |
| 121 | + deploy: |
| 122 | + resources: |
| 123 | + limits: |
| 124 | + cpus: "1" |
| 125 | + memory: 2G |
| 126 | + |
| 127 | + backend-worker-gpu: |
| 128 | + <<: *common-env |
| 129 | + profiles: ["gpu"] |
| 130 | + image: ghcr.io/hotosm/fair-worker:develop-gpu |
| 131 | + build: |
| 132 | + context: ./backend |
| 133 | + dockerfile: Dockerfile.workers |
| 134 | + args: |
| 135 | + - BUILD_TYPE=gpu |
| 136 | + platform: linux/amd64 |
| 137 | + container_name: worker-gpu |
| 138 | + restart: unless-stopped |
| 139 | + command: celery -A aiproject worker --loglevel=INFO --concurrency=1 -Q ramp_training,yolo_training --pool=solo |
| 140 | + volumes: |
| 141 | + - ${APP_LOGS:-./fair-app/data/log}:/app/log |
| 142 | + - ${RAMP_HOME:-./fair-app/data/ramp}:/RAMP_HOME |
| 143 | + - ${TRAINING_WORKSPACE:-./fair-app/data/trainings}:/TRAINING_WORKSPACE |
| 144 | + - ${APP_HOME:-./}backend/core:/app/core |
| 145 | + - ${APP_HOME:-./}backend/login:/app/login |
| 146 | + - ${APP_HOME:-./}backend/aiproject:/app/aiproject |
| 147 | + depends_on: |
| 148 | + backend-api: |
| 149 | + condition: service_healthy |
| 150 | + redis: |
| 151 | + condition: service_healthy |
| 152 | + postgres: |
| 153 | + condition: service_healthy |
| 154 | + networks: |
| 155 | + - backend-network |
| 156 | + deploy: |
| 157 | + resources: |
| 158 | + reservations: |
| 159 | + devices: |
| 160 | + - driver: nvidia |
| 161 | + capabilities: [gpu] |
| 162 | + limits: |
| 163 | + memory: 4G |
| 164 | + |
| 165 | + prediction-worker: |
| 166 | + <<: *common-env |
| 167 | + image: ghcr.io/hotosm/fair-offline-predictor:develop |
| 168 | + build: |
| 169 | + context: ./backend |
| 170 | + dockerfile: Dockerfile.API |
| 171 | + args: |
| 172 | + - BUILD_TARGET=predictor |
| 173 | + platform: linux/amd64 |
| 174 | + container_name: prediction-worker |
| 175 | + restart: unless-stopped |
| 176 | + command: celery -A aiproject worker --loglevel=INFO --concurrency=1 -Q predictions --pool=solo |
| 177 | + volumes: |
| 178 | + - ${APP_LOGS:-./fair-app/data/log}:/app/log |
| 179 | + - ${RAMP_HOME:-./fair-app/data/ramp}:/RAMP_HOME |
| 180 | + - ${TRAINING_WORKSPACE:-./fair-app/data/trainings}:/TRAINING_WORKSPACE |
| 181 | + - ${APP_HOME:-./}backend/core:/app/core |
| 182 | + - ${APP_HOME:-./}backend/login:/app/login |
| 183 | + - ${APP_HOME:-./}backend/aiproject:/app/aiproject |
| 184 | + depends_on: |
| 185 | + backend-api: |
| 186 | + condition: service_healthy |
| 187 | + redis: |
| 188 | + condition: service_healthy |
| 189 | + postgres: |
| 190 | + condition: service_healthy |
| 191 | + networks: |
| 192 | + - backend-network |
| 193 | + deploy: |
| 194 | + resources: |
| 195 | + limits: |
| 196 | + cpus: "1" |
| 197 | + memory: 2G |
| 198 | + |
| 199 | + flower: |
| 200 | + <<: *common-env |
| 201 | + image: mher/flower:2.0.1 |
| 202 | + platform: linux/amd64 |
| 203 | + container_name: flower |
| 204 | + restart: unless-stopped |
| 205 | + command: celery --broker=redis://${REDIS_USER:-redis}:${REDIS_PASSWORD:-}@redis:6379/0 flower --address=0.0.0.0 --port=5000 |
| 206 | + ports: |
| 207 | + - "5500:5000" |
| 208 | + depends_on: |
| 209 | + redis: |
| 210 | + condition: service_healthy |
| 211 | + networks: |
| 212 | + - backend-network |
| 213 | + profiles: |
| 214 | + - cpu |
| 215 | + - gpu |
| 216 | + |
| 217 | +networks: |
| 218 | + backend-network: |
| 219 | + driver: bridge |
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