当前位置：首页 > ai >正文

Dockerfile 使用多阶段构建（build 阶段 → release 阶段）后端配置

ai 2025/7/13 22:33:47

错误Dockerfile配置示例：

FROM python:3.11 as buildENV http_proxy=http://172.17.0.1:7890
ENV https_proxy=http://172.17.0.1:7890WORKDIR /appENV PYTHONPATH=/app# Install Poetry
# RUN curl -sSL https://install.python-poetry.org | POETRY_HOME=/opt/poetry python && \
#     cd /usr/local/bin && \
#     ln -s /opt/poetry/bin/poetry && \
#     poetry config virtualenvs.create false# 安装 poetry：稳定方式
RUN apt-get update && apt-get install -y curl python3 python3-pip && \pip install --no-cache-dir poetry && \poetry config virtualenvs.create false# Install Chromium for web loader
# Can disable this if you don't use the web loader to reduce the image size
RUN apt update && apt install -y chromium chromium-driver# Install dependencies
COPY ./pyproject.toml ./poetry.lock* /app/
RUN poetry install --no-root --no-cache --only main# ====================================
FROM build as releaseCOPY . .CMD ["python", "main.py"]我这个配置文件应该如何修改

这里的 Dockerfile 使用了多阶段构建（build 阶段 → release 阶段），把代理设置在了 build 阶段的 ENV 中，但是这些设置会 默认被继承到下一阶段 release 中，导致运行时容器也在使用代理，从而触发 502 错误。

✅ 修改目标

保持构建阶段使用代理（加速拉包等）✅
确保运行阶段彻底清除代理（避免服务请求失败）✅

✅ 推荐修改后的 Dockerfile

# ============ 第一阶段：构建阶段（使用代理） =============
FROM python:3.11 as build# 传入构建参数（docker-compose.yml 或 docker build --build-arg）
ARG http_proxy
ARG https_proxy# 设置构建阶段使用代理
ENV http_proxy=${http_proxy}
ENV https_proxy=${https_proxy}WORKDIR /app
ENV PYTHONPATH=/app# 安装 Poetry 和依赖
RUN apt-get update && apt-get install -y curl python3 python3-pip && \pip install --no-cache-dir poetry && \poetry config virtualenvs.create false# 安装 Chromium（用于网页加载器）
RUN apt update && apt install -y chromium chromium-driver# 安装依赖（从缓存中尽量复用）
COPY ./pyproject.toml ./poetry.lock* /app/
RUN poetry install --no-root --no-cache --only main# ============ 第二阶段：运行阶段（干净无代理） =============
FROM python:3.11 as releaseWORKDIR /app
ENV PYTHONPATH=/app# 复制 build 阶段的包
COPY --from=build /usr/local /usr/local
COPY --from=build /app /app# 🔥 禁用运行阶段的代理（即使有也强行覆盖为空）
ENV http_proxy=""
ENV https_proxy=""CMD ["python", "main.py"]

✅ 配套修改 docker-compose.yml（传入构建代理）

services:backend:build:context: ./backenddockerfile: Dockerfileargs:http_proxy: http://172.17.0.1:7890https_proxy: http://172.17.0.1:7890ports:- "8000:8000"# ❌ 不要加 environment: 传 proxy 给运行阶段

✅ 检查是否生效

可以运行后进入容器测试：

docker-compose exec backend sh
printenv | grep -i proxy

结果应为：

http_proxy=
https_proxy=

说明运行阶段没有使用代理 ✅。

✅ 总结：关键改动点

位置	改动内容	原因
`build` 阶段	用 `ARG` + `ENV` 设置代理	仅限构建用
`release` 阶段	不要继承代理，并显式清除	避免运行阶段失败
`docker-compose.yml`	仅传 `build.args`，不设置 `environment`	控制代理作用范围

后端目录中Dockerfile文件配置示例（完整+正确版）：

# ============ 第一阶段：构建阶段（使用代理） =============
FROM python:3.11 as build# 传入构建参数（docker-compose.yml 或 docker build --build-arg）
ARG http_proxy
ARG https_proxy# 设置构建阶段使用代理
ENV http_proxy=${http_proxy}
ENV https_proxy=${https_proxy}WORKDIR /appENV PYTHONPATH=/app# Install Poetry
# RUN curl -sSL https://install.python-poetry.org | POETRY_HOME=/opt/poetry python && \
#     cd /usr/local/bin && \
#     ln -s /opt/poetry/bin/poetry && \
#     poetry config virtualenvs.create false# 安装 poetry：稳定方式
RUN apt-get update && apt-get install -y curl python3 python3-pip && \pip install --no-cache-dir poetry && \poetry config virtualenvs.create false# Install Chromium for web loader
# Can disable this if you don't use the web loader to reduce the image size
RUN apt update && apt install -y chromium chromium-driver# 安装依赖（从缓存中尽量复用）
COPY ./pyproject.toml ./poetry.lock* /app/
RUN poetry install --no-root --no-cache --only main# ====================================
FROM build as releaseCOPY . .# 🔥 禁用运行阶段的代理（即使有也强行覆盖为空）
ENV http_proxy=""
ENV https_proxy=""CMD ["python", "main.py"]

docker-compose.yaml文件配置（完整版）:

version: '3.8'services:qdrant:image: qdrant/qdrant:latestcontainer_name: qdrantports:- 6333:6333- 6334:6334networks:- ragsaas-networkmongodb:image: mongo:latestcontainer_name: mongodbports:- 27017:27017environment:MONGO_INITDB_ROOT_USERNAME: adminMONGO_INITDB_ROOT_PASSWORD: passwordnetworks:- ragsaas-networkvolumes:- mongodb_data:/data/dbarizephoenix:image: arizephoenix/phoenix:latestcontainer_name: arizephoenixports:- '6006:6006'- '4317:4317'networks:- ragsaas-networkbackend:build:context: ./backenddockerfile: Dockerfileargs:http_proxy: http://172.17.0.1:7890https_proxy: http://172.17.0.1:7890image: ragsaas/backend:latestcontainer_name: backendports:- '8000:8000'environment:# MongoDB ConfigurationMONGODB_NAME: RAGSAASMONGODB_URI: mongodb://admin:password@mongodb:27017/# Qdrant ConfigurationQDRANT_COLLECTION: defaultQDRANT_URL: http://qdrant:6333# QDRANT_API_KEY:OPENAI_API_KEY:# Backend Application ConfigurationMODEL_PROVIDER: openaiMODEL: gpt-4o-miniEMBEDDING_MODEL: text-embedding-3-smallEMBEDDING_DIM: 1536# FILESERVER_URL_PREFIX: http://backend:8000/api/filesFILESERVER_URL_PREFIX: http://159.75.85.9:8000/api/filesSYSTEM_PROMPT: 'You are a helpful assistant who helps users with their questions.'APP_HOST: 0.0.0.0APP_PORT: 8000ADMIN_EMAIL: admin@ragsaas.comADMIN_PASSWORD: ragsaasJWT_SECRET_KEY: secret123JWT_REFRESH_SECRET_KEY: secret123ARIZE_PHOENIX_ENDPOINT: http://arizephoenix:6006depends_on:- qdrant- mongodb- arizephoenixnetworks:- ragsaas-networkfrontend:build:context: ./frontenddockerfile: Dockerfileargs:HTTP_PROXY: http://172.17.0.1:7890HTTPS_PROXY: http://172.17.0.1:7890http_proxy: http://172.17.0.1:7890https_proxy: http://172.17.0.1:7890image: ragsaas/frontend:latestcontainer_name: frontendports:- '3000:3000'environment:# NEXT_PUBLIC_SERVER_URL: http://backend:8000# NEXT_PUBLIC_CHAT_API: http://backend:8000/api/chatNEXT_PUBLIC_SERVER_URL: http://159.75.85.9:8000NEXT_PUBLIC_CHAT_API: http://159.75.85.9:8000/api/chatHOST: 0.0.0.0  # 👈 关键配置，告诉 nextjs 启动时监听所有地址depends_on:- backendnetworks:- ragsaas-networknetworks:ragsaas-network:name: ragsaas-networkdriver: bridgevolumes:mongodb_data: