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Merge branch 'master' of github.com:lablup/backend.ai-kernels
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python/Dockerfile.3.10-ubuntu22.04

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FROM ubuntu:22.04
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ENV DEBIAN_FRONTEND noninteractive
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RUN apt-get update && \
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apt-get install -y \
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ca-certificates apt-utils \
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wget curl git-core \
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vim-tiny zip unzip \
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libssl-dev \
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proj-bin libproj-dev \
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libgeos-dev libgeos++-dev \
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mime-support \
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gcc g++ \
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cmake ncurses-term && \
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ln -sf /usr/share/terminfo/x/xterm-color /usr/share/terminfo/x/xterm-256color && \
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apt-get clean && \
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rm -rf /var/lib/apt/lists/
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RUN apt-get update && \
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apt-get install -y software-properties-common && \
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add-apt-repository ppa:deadsnakes/ppa && \
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apt-get update && \
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apt-get install -y python3.10 python3.10-dev python3.10-distutils && \
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apt-get clean && \
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rm -rf /var/lib/apt/lists/
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# BLAS / HDF5 is needed to compile pandas package.
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RUN apt-get update && \
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apt-get install -y libopenblas-dev pkg-config libhdf5-dev && \
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apt-get clean && \
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rm -rf /var/lib/apt/lists/
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ENV PYTHONUNBUFFERED=1 \
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PATH=/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin \
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LANG=C.UTF-8
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RUN curl https://bootstrap.pypa.io/get-pip.py | python3.10 && \
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python3.10 -m pip install --upgrade pip && \
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python3.10 -m pip install --no-cache-dir -U setuptools && \
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python3.10 -m pip install --no-cache-dir h5py && \
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python3.10 -m pip install --no-cache-dir Cython && \
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python3.10 -m pip install --no-cache-dir matplotlib bokeh && \
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python3.10 -m pip install --no-cache-dir versioneer && \
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python3.10 -m pip install --no-cache-dir pyproj cartopy && \
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python3.10 -m pip install --no-cache-dir pandas && \
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python3.10 -m pip install --no-cache-dir seaborn && \
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python3.10 -m pip install --no-cache-dir pillow && \
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python3.10 -m pip install --no-cache-dir networkx cvxpy && \
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python3.10 -m pip install --no-cache-dir scikit-learn scikit-image && \
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python3.10 -m pip install --no-cache-dir pygments && \
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python3.10 -m pip install --no-cache-dir ipython && \
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python3.10 -m pip install --no-cache-dir jupyter && \
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python3.10 -m pip install --no-cache-dir jupyterlab && \
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rm -rf /root/.cache && \
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rm -f /tmp/*.whl
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RUN update-alternatives --install /usr/bin/python python /usr/bin/python3.10 2
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RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.10 2
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# Install ipython kernelspec
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RUN python3.10 -m ipykernel install --display-name "Python 3.10 on Backend.AI" && \
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cat /usr/local/share/jupyter/kernels/python3/kernel.json
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# Backend.AI specifics
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COPY ./service-defs /etc/backend.ai/service-defs
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LABEL ai.backend.kernelspec="1" \
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ai.backend.envs.corecount="OPENBLAS_NUM_THREADS,OMP_NUM_THREADS,NPROC" \
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ai.backend.features="batch query uid-match user-input" \
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ai.backend.resource.min.cpu="1" \
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ai.backend.resource.min.mem="256m" \
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ai.backend.base-distro="ubuntu20.04" \
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ai.backend.runtime-type="python" \
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ai.backend.runtime-path="/usr/bin/python3" \
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ai.backend.service-ports="ipython:pty:3000,jupyter:http:8070,jupyterlab:http:8090"
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COPY policy.yml /etc/backend.ai/jail/policy.yml
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# vim: ft=dockerfile

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