# syntax=docker/dockerfile:1 FROM maven:3-eclipse-temurin-8 AS datax-builder # 仅安装必要的 git RUN apt-get update && \ apt-get install -y git && \ rm -rf /var/lib/apt/lists/* # 🟢 修改 1:恢复 git clone 下载完整源码,本地先git clone DataX # RUN git clone https://github.com/alibaba/DataX.git COPY DataX/ /DataX/ # 🟢 修改 2:注释掉 COPY,因为它覆盖了完整代码且不完整 COPY runtime/datax/ DataX/ # 🟢 优化 1:挂载 Maven 缓存 + 执行修复与编译 # 注意:这里恢复了之前讨论的 MySQL 驱动修复(sed),因为源码完整了,路径也就对了 RUN --mount=type=cache,target=/root/.m2 \ cd DataX && \ sed -i "s/com.mysql.jdbc.Driver/com.mysql.cj.jdbc.Driver/g" \ plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DataBaseType.java && \ mvn -U clean package assembly:assembly -Dmaven.test.skip=true FROM python:3.12-slim # 🟢 优化 2:挂载 APT 缓存,加速 apt-get update RUN --mount=type=cache,target=/var/cache/apt \ --mount=type=cache,target=/var/lib/apt \ apt-get update && \ apt-get install -y --no-install-recommends vim openjdk-21-jre nfs-common glusterfs-client rsync dos2unix && \ rm -rf /var/lib/apt/lists/* ENV PYTHONDONTWRITEBYTECODE=1 \ PYTHONUNBUFFERED=1 \ POETRY_VERSION=2.2.1 \ POETRY_NO_INTERACTION=1 \ POETRY_VIRTUALENVS_CREATE=false \ POETRY_CACHE_DIR=/tmp/poetry_cache ENV JAVA_HOME=/usr/lib/jvm/java-21-openjdk ENV PATH="/root/.local/bin:$JAVA_HOME/bin:$PATH" WORKDIR /app # 安装 Poetry RUN pip install --upgrade --root-user-action=ignore pip \ && pip install --root-user-action=ignore pipx \ && pipx install "poetry==$POETRY_VERSION" # 复制依赖文件 COPY runtime/deepdata-python/pyproject.toml runtime/deepdata-python/poetry.lock* /app/ # 🟢 优化 3:挂载 Poetry 缓存,避免重复下载 Python 包 RUN --mount=type=cache,target=$POETRY_CACHE_DIR \ poetry install --no-root --only main # 🆕 新增:安装 Ray SDK (用于提交任务到 Ray 集群) # 注意:使用 [default] 确保包含 job submission client RUN pip install "ray[default]>=2.9.0" # 下载 NLTK 数据(离线:使用仓库内 vendor 的数据包,服务器无法访问 GitHub) COPY scripts/images/common/nltk-data/ /tmp/nltk-data/ RUN python -c "import zipfile, os; os.makedirs('/usr/local/nltk_data/packages/tokenizers', exist_ok=True); os.makedirs('/usr/local/nltk_data/packages/taggers', exist_ok=True); zipfile.ZipFile('/tmp/nltk-data/punkt_tab.zip').extractall('/usr/local/nltk_data/packages/tokenizers'); zipfile.ZipFile('/tmp/nltk-data/averaged_perceptron_tagger_eng.zip').extractall('/usr/local/nltk_data/packages/taggers')" ENV NLTK_DATA=/usr/local/nltk_data # 复制应用代码 COPY runtime/deepdata-python /app COPY runtime/ops/examples/test_operator/test_operator.tar /app/test_operator.tar COPY --from=datax-builder /DataX/target/datax/datax /opt/datax RUN cp /opt/datax/plugin/reader/mysqlreader/libs/mysql* /opt/datax/plugin/reader/starrocksreader/libs/ COPY runtime/deepdata-python/deploy/docker-entrypoint.sh /docker-entrypoint.sh RUN chmod +x /docker-entrypoint.sh \ && dos2unix /docker-entrypoint.sh || true \ && ln -sf /usr/share/zoneinfo/Asia/Shanghai /etc/localtime # Expose the application port EXPOSE 18000 ENTRYPOINT ["/docker-entrypoint.sh"]