2022-05-17 14:57:21 +08:00
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#FROM rayproject/ray:nightly
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2022-06-08 16:47:57 +08:00
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FROM ccr.ccs.tencentyun.com/cube-studio/ray:gpu
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2022-05-17 14:57:21 +08:00
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USER root
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#COPY job/pkgs/config/pip.conf /root/.pip/pip.conf
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#COPY job/pkgs/config/ubuntu-sources.list /etc/apt/sources.list
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# 安装调试相关工具
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RUN apt update && apt install -y --force-yes --no-install-recommends vim apt-transport-https gnupg2 ca-certificates-java rsync jq wget git dnsutils iputils-ping net-tools curl mysql-client locales zip software-properties-common
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ENV TZ 'Asia/Shanghai'
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ENV DEBIAN_FRONTEND=noninteractive
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# 安装开发相关工具
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RUN apt install -y python3-dev gcc automake autoconf libtool make ffmpeg build-essential
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# 安装pip库
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RUN pip install pysnooper cython
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# 安装stern
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RUN wget https://github.com/wercker/stern/releases/download/1.11.0/stern_linux_amd64 && chmod +x stern_linux_amd64 && mv stern_linux_amd64 /usr/bin/stern
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RUN curl -LO "https://dl.k8s.io/release/$(curl -L -s https://dl.k8s.io/release/stable.txt)/bin/linux/amd64/kubectl" && chmod +x kubectl && mv kubectl /usr/bin/
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# 便捷操作
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RUN echo "alias ll='ls -alF'" >> /root/.bashrc && \
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echo "alias la='ls -A'" >> /root/.bashrc && \
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echo "alias vi='vim'" >> /root/.bashrc && \
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/bin/bash -c "source /root/.bashrc"
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WORKDIR /app
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RUN pip3 install kubernetes==12.0.1 pysnooper psutil
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RUN pip3 install scikit-learn==0.23.2 pandas numpy joblib
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COPY job/sklearn_estimator/* /app/
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COPY job/pkgs /app/job/pkgs
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ENV PYTHONPATH=/app:$PYTHONPATH
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ENTRYPOINT ["python3", "launcher.py"]
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