figmar
99cdc24e44
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- runtime: install zh_core_web_sm from vendored wheel (reused from runtime-ray)
instead of 'python -m spacy download' (GitHub 403 on server)
- runtime / runtime-ray / backend-python: replace nltk.download (GitHub +
nltk_data.nltk.org unreachable from server) with vendored zips extracted
to /usr/local/nltk_data/packages/{tokenizers,taggers}
82 lines
3.4 KiB
Docker
82 lines
3.4 KiB
Docker
# syntax=docker/dockerfile:1
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FROM maven:3-eclipse-temurin-8 AS datax-builder
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# 仅安装必要的 git
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RUN apt-get update && \
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apt-get install -y git && \
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rm -rf /var/lib/apt/lists/*
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# 🟢 修改 1：恢复 git clone 下载完整源码，本地先git clone DataX
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# RUN git clone https://github.com/alibaba/DataX.git
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COPY DataX/ /DataX/
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# 🟢 修改 2：注释掉 COPY，因为它覆盖了完整代码且不完整
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COPY runtime/datax/ DataX/
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# 🟢 优化 1：挂载 Maven 缓存 + 执行修复与编译
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# 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
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RUN --mount=type=cache,target=/root/.m2 \
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cd DataX && \
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sed -i "s/com.mysql.jdbc.Driver/com.mysql.cj.jdbc.Driver/g" \
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plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DataBaseType.java && \
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mvn -U clean package assembly:assembly -Dmaven.test.skip=true
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FROM python:3.12-slim
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# 🟢 优化 2：挂载 APT 缓存，加速 apt-get update
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RUN --mount=type=cache,target=/var/cache/apt \
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--mount=type=cache,target=/var/lib/apt \
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apt-get update && \
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apt-get install -y --no-install-recommends vim openjdk-21-jre nfs-common glusterfs-client rsync dos2unix && \
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rm -rf /var/lib/apt/lists/*
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ENV PYTHONDONTWRITEBYTECODE=1 \
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PYTHONUNBUFFERED=1 \
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POETRY_VERSION=2.2.1 \
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POETRY_NO_INTERACTION=1 \
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POETRY_VIRTUALENVS_CREATE=false \
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POETRY_CACHE_DIR=/tmp/poetry_cache
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ENV JAVA_HOME=/usr/lib/jvm/java-21-openjdk
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ENV PATH="/root/.local/bin:$JAVA_HOME/bin:$PATH"
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WORKDIR /app
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# 安装 Poetry
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RUN pip install --upgrade --root-user-action=ignore pip \
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&& pip install --root-user-action=ignore pipx \
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&& pipx install "poetry==$POETRY_VERSION"
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# 复制依赖文件
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COPY runtime/deepdata-python/pyproject.toml runtime/deepdata-python/poetry.lock* /app/
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# 🟢 优化 3：挂载 Poetry 缓存，避免重复下载 Python 包
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RUN --mount=type=cache,target=$POETRY_CACHE_DIR \
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poetry install --no-root --only main
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# 🆕 新增：安装 Ray SDK (用于提交任务到 Ray 集群)
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# 注意：使用 [default] 确保包含 job submission client
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RUN pip install "ray[default]>=2.9.0"
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# 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）
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COPY scripts/images/common/nltk-data/ /tmp/nltk-data/
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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')"
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ENV NLTK_DATA=/usr/local/nltk_data
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# 复制应用代码
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COPY runtime/deepdata-python /app
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COPY runtime/ops/examples/test_operator/test_operator.tar /app/test_operator.tar
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COPY --from=datax-builder /DataX/target/datax/datax /opt/datax
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RUN cp /opt/datax/plugin/reader/mysqlreader/libs/mysql* /opt/datax/plugin/reader/starrocksreader/libs/
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COPY runtime/deepdata-python/deploy/docker-entrypoint.sh /docker-entrypoint.sh
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RUN chmod +x /docker-entrypoint.sh \
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&& dos2unix /docker-entrypoint.sh || true \
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&& ln -sf /usr/share/zoneinfo/Asia/Shanghai /etc/localtime
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# Expose the application port
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EXPOSE 18000
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ENTRYPOINT ["/docker-entrypoint.sh"]
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