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FROM python:3.11 |
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# Install necessary packages |
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RUN apt-get update && \ |
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DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \ |
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git \ |
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curl \ |
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build-essential \ |
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pipx \ |
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tmux \ |
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htop \ |
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nano \ |
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vim \ |
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ninja-build && \ |
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apt-get clean && \ |
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rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/* |
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# Add ssh-ccdb function to .bashrc to connect to CCDB servers (cedar, beluga, narval) |
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RUN echo 'ssh-ccdb() {\n local server\n case $1 in\n cedar)\n server="cedar.alliancecan.ca"\n ;;\n beluga)\n server="beluga.alliancecan.ca"\n ;;\n narval)\n server="narval.alliancecan.ca"\n ;;\n *)\n echo "Usage: ssh-ccdb {cedar|beluga|narval}"\n return 1\n ;;\n esac\n ssh mka267@$server\n}' >> ~/.bashrc |
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# Enable color support for ls and grep in .bashrc |
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RUN echo 'if [ -x /usr/bin/dircolors ]; then\n eval "$(dircolors -b)"\n alias ls="ls --color=auto"\n alias grep="grep --color=auto"\n alias fgrep="fgrep --color=auto"\n alias egrep="egrep --color=auto"\nfi' >> ~/.bashrc |
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# Add custom colored prompt to .bashrc |
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RUN echo 'PS1="\\[\\e[0;32m\\]\\u@\\h\\[\\e[m\\]:\\[\\e[0;34m\\]\\w\\[\\e[m\\]\\$ "' >> ~/.bashrc |
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# Enable colored output for less in .bashrc |
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RUN echo 'export LESS=" -R"' >> ~/.bashrc |
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# Enable git prompt support if available |
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#RUN echo 'if [ -f /usr/share/git/completion/git-prompt.sh ]; then\n . /usr/share/git/completion/git-prompt.sh\n PS1="\\[\\e[32m\\]\\u@\\h \\[\\e[33m\\]\\W$(__git_ps1 \" (%s)\")\\[\\e[0m\\]]\\$ "\nfi' >> ~/.bashrc |
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# Enable color in the prompt for bash >= 4.0 |
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RUN echo 'force_color_prompt=yes\nif [ -n "$force_color_prompt" ]; then\n if [ -x /usr/bin/tput ] && tput setaf 1 >&/dev/null; then\n color_prompt=yes\n else\n color_prompt=\n fi\nfi\n\nif [ "$color_prompt" = yes ]; then\n PS1="\\${debian_chroot:+(\$debian_chroot)}\\[\\033[01;32m\\]\\u@\\h\\[\\033[00m\\]:\\[\\033[01;34m\\]\\w\\[\\033[00m\\]\\$ "\nelse\n PS1="\\${debian_chroot:+(\$debian_chroot)}\\u@\\h:\\w\\$ "\nfi\nunset color_prompt force_color_prompt' >> ~/.bashrc |
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# Install VSCode CLI |
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RUN curl -sL "https://code.visualstudio.com/sha/download?build=stable&os=cli-alpine-x64" \ |
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--output /tmp/vscode-cli.tar.gz && \ |
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tar -xf /tmp/vscode-cli.tar.gz -C /usr/bin && \ |
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rm /tmp/vscode-cli.tar.gz |
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# Create a virtual environment and install PyTorch |
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# RUN python -m venv /home/venv && \ |
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# . /home/venv/bin/activate && \ |
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RUN pip install --upgrade pip && \ |
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pip install --no-cache-dir torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu121 && \ |
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pip install --no-cache-dir lightning \ |
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tensorboard \ |
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pycocotools \ |
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matplotlib \ |
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mlflow \ |
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cuda-python \ |
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torchmetrics \ |
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ipykernel \ |
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opencv-python-headless |
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RUN git config --global user.email "git@masoudka.com" && \ |
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git config --global user.name "Masoud KA" |
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# Ensure the virtual environment is activated when the container starts |
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# ENV VIRTUAL_ENV=/home/venv |
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# ENV PATH="$VIRTUAL_ENV/bin:$PATH" |
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# CMD ["code", "tunnel"] |
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