CyberAgent AI事業本部2024年度MLOps研修実践編 / MLOps Practice

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©2024 CyberAgent Inc. Distribution prohibited compose.yaml(完成版) 180 version: "3" services: predictor: container_name: predictor build: context: . dockerfile: ./docker/Dockerfile target: local args: - NAME=hoshii restart: always tty: true ports: - 8080:8080 volumes: - ./ml:/app/ml - ./predictor:/app/predictor - ./predictor/logs:/var/logs - $HOME/.aws/credentials:/root/.aws/credentials:ro entrypoint: ["gunicorn", "-b", "0.0.0.0:8080", "-k", "uvicorn.workers.UvicornWorker", "-w", "4", "--access-logfile", "-", "--error-logfile", "-", "--log-level", "info", "--timeout", "60", "predictor.main:app", ] env_file: - .env environment: - ENV=predictor - SYSTEM_ENV=local networks: - mlops-practice fluentd: container_name: fluentd build: context: . dockerfile: ./docker/Dockerfile.fluentd volumes: - ./fluentd/local:/fluentd/etc - ./predictor/logs:/var/logs - $HOME/.aws:/root/.aws:ro env_file: - .env networks: - mlops-practice prometheus: container_name: prometheus build: context: . dockerfile: ./docker/Dockerfile.prometheus volumes: - ./prometheus/local/prometheus.yaml:/etc/prometheus/prometheus.yaml - .local/prometheus:/prometheus command: - "--config.file=/etc/prometheus/prometheus.yaml" ports: - 9090:9090 networks: - mlops-practice grafana: container_name: grafana build: context: . dockerfile: ./docker/Dockerfile.grafana healthcheck: test: ["CMD", "curl", "-f", "http://localhost:3000/api/health"] interval: 30s timeout: 10s retries: 5 ports: - 3000:3000 volumes: - .local/grafana:/var/lib/grafana - ./grafana/local/datasource.yaml:/etc/grafana/provisioning/datasources/datasource.y aml - ./grafana/local/dashboard.yaml:/etc/grafana/provisioning/dashboards/dashboard.ya ml - ./grafana/dashboards:/var/lib/grafana/dashboards environment: - GF_SECURITY_ADMIN_USER=admin - GF_SECURITY_ADMIN_PASSWORD=admin networks: - mlops-practice pushgateway: container_name: pushgateway build: context: . dockerfile: ./docker/Dockerfile.pushgateway ports: - 9091:9091 networks: - mlops-practice networks: mlops-practice: external: true https://github.com/hosimesi/aws-mlops-practice/blob/main/ compose.yaml

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