# 使用Python 3.12官方镜像作为基础镜像 FROM python:3.12-slim # 设置工作目录 WORKDIR /app # 设置环境变量 ENV PYTHONPATH=/app ENV PYTHONUNBUFFERED=1 # 安装系统依赖 RUN sed -i 's|http://deb.debian.org|http://mirrors.aliyun.com|g' /etc/apt/sources.list.d/debian.sources && \ apt-get update && apt-get install -y \ curl \ wget \ && rm -rf /var/lib/apt/lists/* # 复制requirements文件并安装Python依赖 COPY requirements.txt . RUN pip install --no-cache-dir -i https://mirrors.aliyun.com/pypi/simple/ -r requirements.txt # 安装modelscope RUN pip install --no-cache-dir -i https://mirrors.aliyun.com/pypi/simple/ modelscope # 创建必要的目录 RUN mkdir -p /app/projects RUN mkdir -p /app/public RUN mkdir -p /app/models # 从modelscope下载sentence-transformers模型到models目录 RUN python -c "from modelscope import snapshot_download; model_dir = snapshot_download('sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2'); import shutil; shutil.move(model_dir, '/app/models/paraphrase-multilingual-MiniLM-L12-v2')" # 复制应用代码 COPY . . # 暴露端口 EXPOSE 8001 # 健康检查 HEALTHCHECK --interval=30s --timeout=30s --start-period=5s --retries=3 \ CMD curl -f http://localhost:8001/api/health || exit 1 # 启动命令 - 使用优化的统一启动脚本 CMD ["python3", "start_unified.py", "--profile", "balanced"]