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add dockerfile

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朱潮 2025-10-22 12:53:46 +08:00
parent 11206d8958
commit 8cf7f956d6
2 changed files with 52 additions and 11 deletions
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18
Dockerfile
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@ -9,23 +9,14 @@ ENV PYTHONPATH=/app
ENV PYTHONUNBUFFERED=1 ENV PYTHONUNBUFFERED=1
# 安装系统依赖 # 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 && \ RUN apt-get update && apt-get install -y \
apt-get update && apt-get install -y \
curl \ curl \
wget \ wget \
git \
nodejs \
npm \
ripgrep \
&& rm -rf /var/lib/apt/lists/* && rm -rf /var/lib/apt/lists/*
RUN mkdir -p /app/models
RUN pip install modelscope -i https://mirrors.aliyun.com/pypi/simple/
RUN modelscope download --model sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 README.md --local_dir /app/models/paraphrase-multilingual-MiniLM-L12-v2
# 复制requirements文件并安装Python依赖 # 复制requirements文件并安装Python依赖
COPY requirements.txt . COPY requirements.txt .
RUN pip install --no-cache-dir -i https://mirrors.aliyun.com/pypi/simple/ -r requirements.txt RUN pip install --no-cache-dir -r requirements.txt
# 复制应用代码 # 复制应用代码
COPY . . COPY . .
@ -33,7 +24,12 @@ COPY . .
# 创建必要的目录 # 创建必要的目录
RUN mkdir -p /app/projects RUN mkdir -p /app/projects
RUN mkdir -p /app/public RUN mkdir -p /app/public
RUN mkdir -p /app/models
RUN mkdir -p /app/queue_data RUN mkdir -p /app/queue_data
# 下载sentence-transformers模型到models目录
RUN python -c "from sentence_transformers import SentenceTransformer; model = SentenceTransformer('sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2'); model.save('/app/models/paraphrase-multilingual-MiniLM-L12-v2')"
# 暴露端口 # 暴露端口
EXPOSE 8001 EXPOSE 8001

45
Dockerfile.modelscope Normal file
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@ -0,0 +1,45 @@
# 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
# 复制应用代码
COPY . .
# 创建必要的目录
RUN mkdir -p /app/projects
RUN mkdir -p /app/public
RUN mkdir -p /app/models
RUN mkdir -p /app/queue_data
# 安装modelscope
RUN pip install --no-cache-dir -i https://mirrors.aliyun.com/pypi/simple/ modelscope
# 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')"
# 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 - 同时运行FastAPI应用和队列消费者
CMD ["./start_all.sh"]