배포 v1.7.11 #67
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| name: Deploy to EC2 (MLOps) | |
| on: | |
| push: | |
| branches: [main] | |
| paths: | |
| - 'MLOps/**' | |
| workflow_dispatch: | |
| jobs: | |
| deploy: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| - name: Deploy to EC2 | |
| uses: appleboy/[email protected] | |
| env: | |
| OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} | |
| CLICK_LOG: ${{ secrets.CLICK_LOG }} | |
| DEEPFM_TRAIN_MODEL_PATH: ${{ secrets.DEEPFM_TRAIN_MODEL_PATH }} | |
| DEEPFM_TRAIN_ENCODERS_PATH: ${{ secrets.DEEPFM_TRAIN_ENCODERS_PATH }} | |
| DEEPFM_TRAIN_KEY2INDEX_PATH: ${{ secrets.DEEPFM_TRAIN_KEY2INDEX_PATH }} | |
| VECTORDB_PATH: ${{ secrets.VECTORDB_PATH }} | |
| with: | |
| host: ${{ secrets.EC2_HOST_ML }} | |
| username: ${{ secrets.EC2_USER }} | |
| key: ${{ secrets.EC2_SSH_KEY }} | |
| port: 22 | |
| envs: OPENAI_API_KEY,CLICK_LOG,DEEPFM_TRAIN_MODEL_PATH,DEEPFM_TRAIN_ENCODERS_PATH,DEEPFM_TRAIN_KEY2INDEX_PATH | |
| script: | | |
| # 프로젝트 디렉터리로 이동 | |
| cd ~/MLOps | |
| # 최신 코드 받기 | |
| git checkout main | |
| git fetch origin main | |
| git pull origin main | |
| # dvc s3 연결 | |
| dvc remote modify --local storage access_key_id ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| dvc remote modify --local storage secret_access_key ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| dvc pull --force | |
| # MLOps 디렉터리로 이동 | |
| cd MLOps | |
| # .env 파일 생성 | |
| echo "OPENAI_API_KEY=$OPENAI_API_KEY" > .env | |
| echo "CLICK_LOG=$CLICK_LOG" >> .env | |
| echo "DEEPFM_TRAIN_MODEL_PATH=$DEEPFM_TRAIN_MODEL_PATH" >> .env | |
| echo "DEEPFM_TRAIN_ENCODERS_PATH=$DEEPFM_TRAIN_ENCODERS_PATH" >> .env | |
| echo "DEEPFM_TRAIN_KEY2INDEX_PATH=$DEEPFM_TRAIN_KEY2INDEX_PATH" >> .env | |
| echo "VECTORDB_PATH=$VECTORDB_PATH" >> .env | |
| # Docker 컨테이너 재시작 (docker-compose가 있다면) | |
| if [ -f docker-compose.yml ]; then | |
| docker compose down | |
| docker compose rm -f | |
| docker rmi $(docker images -q) -f | |
| docker compose up -d --build | |
| fi | |
| echo "Deployment completed successfully!" |