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193 lines (183 loc) · 6.67 KB
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services:
postgres:
image: postgres:16
environment:
POSTGRES_DB: ${POSTGRES_DB:-factoryvision}
POSTGRES_USER: ${POSTGRES_USER:-factoryvision}
POSTGRES_PASSWORD: ${POSTGRES_PASSWORD:-factoryvision}
ports:
- "5432:5432"
volumes:
- postgres_data:/var/lib/postgresql/data
healthcheck:
test: ["CMD-SHELL", "pg_isready -U $${POSTGRES_USER:-factoryvision} -d $${POSTGRES_DB:-factoryvision}"]
interval: 5s
timeout: 5s
retries: 10
api:
build:
context: .
dockerfile: Dockerfile
environment:
FACTORYVISION_DATABASE_URL: ${FACTORYVISION_DATABASE_URL:-postgresql+psycopg://factoryvision:factoryvision@postgres:5432/factoryvision}
FACTORYVISION_ONNX_MODEL: ${FACTORYVISION_ONNX_MODEL:-/app/artifacts/models/factoryvision-segmentation.onnx}
FACTORYVISION_MODEL_NAME: ${FACTORYVISION_MODEL_NAME:-factoryvision-segmentation}
FACTORYVISION_MODEL_ALIAS: ${FACTORYVISION_MODEL_ALIAS:-candidate}
FACTORYVISION_THRESHOLD: ${FACTORYVISION_THRESHOLD:-0.5}
FACTORYVISION_MAX_UPLOAD_BYTES: ${FACTORYVISION_MAX_UPLOAD_BYTES:-10000000}
ports:
- "8000:8000"
volumes:
- ./artifacts/models:/app/artifacts/models:ro
depends_on:
postgres:
condition: service_healthy
healthcheck:
test: ["CMD", "python", "-c", "import urllib.request; urllib.request.urlopen('http://127.0.0.1:8000/health')"]
interval: 10s
timeout: 5s
retries: 10
postgres-init:
image: postgres:16
environment:
PGPASSWORD: ${POSTGRES_PASSWORD:-factoryvision}
PGUSER: ${POSTGRES_USER:-factoryvision}
PGDATABASE: ${POSTGRES_DB:-factoryvision}
entrypoint: ["/bin/sh", "-c"]
command:
- >-
until pg_isready -h postgres -U $${POSTGRES_USER:-factoryvision} -d $${POSTGRES_DB:-factoryvision}; do sleep 1; done;
psql -h postgres -U $${POSTGRES_USER:-factoryvision} -d postgres -tAc "SELECT 1 FROM pg_database WHERE datname='mlflow'" | grep -q 1 ||
psql -h postgres -U $${POSTGRES_USER:-factoryvision} -d postgres -c "CREATE DATABASE mlflow"
depends_on:
postgres:
condition: service_healthy
airflow-init:
build:
context: .
dockerfile: docker/Dockerfile.airflow
environment: &airflow-environment
AIRFLOW__CORE__EXECUTOR: LocalExecutor
AIRFLOW__DATABASE__SQL_ALCHEMY_CONN: ${AIRFLOW__DATABASE__SQL_ALCHEMY_CONN:-postgresql+psycopg2://factoryvision:factoryvision@postgres:5432/factoryvision}
AIRFLOW__CORE__LOAD_EXAMPLES: "false"
AIRFLOW__CORE__DAGS_ARE_PAUSED_AT_CREATION: "true"
AIRFLOW__CORE__AUTH_MANAGER: airflow.api_fastapi.auth.managers.simple.simple_auth_manager.SimpleAuthManager
AIRFLOW__CORE__SIMPLE_AUTH_MANAGER_USERS: ${AIRFLOW__CORE__SIMPLE_AUTH_MANAGER_USERS:-airflow:admin}
AIRFLOW__CORE__SIMPLE_AUTH_MANAGER_PASSWORDS_FILE: ${AIRFLOW__CORE__SIMPLE_AUTH_MANAGER_PASSWORDS_FILE:-/opt/airflow/simple_auth_manager_passwords.json}
FACTORYVISION_DATABASE_URL: ${FACTORYVISION_DATABASE_URL:-postgresql+psycopg://factoryvision:factoryvision@postgres:5432/factoryvision}
FACTORYVISION_ONNX_MODEL: ${FACTORYVISION_ONNX_MODEL:-/app/artifacts/models/factoryvision-segmentation.onnx}
FACTORYVISION_BATCH_IMAGE_DIR: ${FACTORYVISION_BATCH_IMAGE_DIR:-/app/data/batch/incoming}
FACTORYVISION_BATCH_ARTIFACT_DIR: ${FACTORYVISION_BATCH_ARTIFACT_DIR:-/app/artifacts/batch}
FACTORYVISION_BATCH_MAX_IMAGES: ${FACTORYVISION_BATCH_MAX_IMAGES:-}
volumes: &airflow-volumes
- airflow_home:/opt/airflow
- ./airflow/dags:/opt/airflow/dags
- ./data/batch:/app/data/batch:ro
- ./artifacts:/app/artifacts
entrypoint: ["/bin/bash"]
command: ["/usr/local/bin/factoryvision-airflow-init.sh"]
depends_on:
postgres:
condition: service_healthy
airflow-scheduler:
build:
context: .
dockerfile: docker/Dockerfile.airflow
environment: *airflow-environment
volumes: *airflow-volumes
command: ["airflow", "scheduler"]
depends_on:
airflow-init:
condition: service_completed_successfully
airflow-dag-processor:
build:
context: .
dockerfile: docker/Dockerfile.airflow
environment: *airflow-environment
volumes: *airflow-volumes
command: ["airflow", "dag-processor"]
depends_on:
airflow-init:
condition: service_completed_successfully
airflow-api-server:
build:
context: .
dockerfile: docker/Dockerfile.airflow
environment: *airflow-environment
volumes: *airflow-volumes
ports:
- "8080:8080"
command: ["airflow", "api-server", "--port", "8080"]
depends_on:
airflow-init:
condition: service_completed_successfully
mlflow:
image: ghcr.io/mlflow/mlflow:v3.14.0-full
ports:
- "5000:5000"
volumes:
- mlflow_artifacts:/mlartifacts
command:
- mlflow
- server
- --host
- 0.0.0.0
- --port
- "5000"
- --backend-store-uri
- ${MLFLOW_BACKEND_STORE_URI:-postgresql://factoryvision:factoryvision@postgres:5432/mlflow}
- --artifacts-destination
- /mlartifacts
- --serve-artifacts
depends_on:
postgres-init:
condition: service_completed_successfully
healthcheck:
test: ["CMD", "python", "-c", "import urllib.request; urllib.request.urlopen('http://127.0.0.1:5000/health')"]
interval: 10s
timeout: 5s
retries: 20
prometheus:
image: prom/prometheus:v3.5.0
ports:
- "9090:9090"
volumes:
- ./monitoring/prometheus.yml:/etc/prometheus/prometheus.yml:ro
- prometheus_data:/prometheus
command:
- --config.file=/etc/prometheus/prometheus.yml
- --storage.tsdb.path=/prometheus
depends_on:
api:
condition: service_healthy
healthcheck:
test: ["CMD", "wget", "--spider", "--quiet", "http://127.0.0.1:9090/-/healthy"]
interval: 10s
timeout: 5s
retries: 10
grafana:
image: grafana/grafana:11.1.0
environment:
GF_SECURITY_ADMIN_USER: ${GRAFANA_ADMIN_USER:-admin}
GF_SECURITY_ADMIN_PASSWORD: ${GRAFANA_ADMIN_PASSWORD:-factoryvision}
GF_USERS_ALLOW_SIGN_UP: "false"
ports:
- "3000:3000"
volumes:
- grafana_data:/var/lib/grafana
- ./monitoring/grafana/provisioning:/etc/grafana/provisioning:ro
- ./monitoring/grafana/dashboards:/var/lib/grafana/dashboards:ro
depends_on:
prometheus:
condition: service_healthy
healthcheck:
test: ["CMD", "wget", "--spider", "--quiet", "http://127.0.0.1:3000/api/health"]
interval: 10s
timeout: 5s
retries: 15
volumes:
airflow_home:
postgres_data:
mlflow_artifacts:
prometheus_data:
grafana_data: