349 lines
11 KiB
Docker
349 lines
11 KiB
Docker
ARG CUDA_VERSION=12.9.1
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FROM nvidia/cuda:${CUDA_VERSION}-cudnn-devel-ubuntu22.04
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ARG BUILD_TYPE=blackwell
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ARG DEEPEP_COMMIT=1b14ad661c7640137fcfe93cccb2694ede1220b0
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ARG CMAKE_BUILD_PARALLEL_LEVEL=2
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ARG SGL_KERNEL_VERSION=0.3.9.post2
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ENV DEBIAN_FRONTEND=noninteractive \
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CUDA_HOME=/usr/local/cuda \
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GDRCOPY_HOME=/usr/src/gdrdrv-2.4.4/ \
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NVSHMEM_DIR=/sgl-workspace/nvshmem/install \
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BUILD_TYPE=${BUILD_TYPE} \
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TORCH_CUDA_ARCH_LIST="10.0 12.0"
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# Set timezone and install all packages
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RUN echo 'tzdata tzdata/Areas select America' | debconf-set-selections \
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&& echo 'tzdata tzdata/Zones/America select Los_Angeles' | debconf-set-selections \
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&& apt-get update && apt-get install -y --no-install-recommends \
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tzdata \
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software-properties-common netcat-openbsd kmod unzip openssh-server \
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curl wget lsof zsh ccache tmux htop git-lfs tree \
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python3 python3-pip python3-dev libpython3-dev python3-venv \
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build-essential cmake \
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libopenmpi-dev libnuma1 libnuma-dev \
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libibverbs-dev libibverbs1 libibumad3 \
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librdmacm1 libnl-3-200 libnl-route-3-200 libnl-route-3-dev libnl-3-dev \
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ibverbs-providers infiniband-diags perftest \
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libgoogle-glog-dev libgtest-dev libjsoncpp-dev libunwind-dev \
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libboost-all-dev libssl-dev \
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libgrpc-dev libgrpc++-dev libprotobuf-dev protobuf-compiler-grpc \
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pybind11-dev \
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libhiredis-dev libcurl4-openssl-dev \
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libczmq4 libczmq-dev \
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libfabric-dev \
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patchelf \
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nvidia-dkms-550 \
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devscripts debhelper fakeroot dkms check libsubunit0 libsubunit-dev \
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&& ln -sf /usr/bin/python3 /usr/bin/python \
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&& rm -rf /var/lib/apt/lists/* \
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&& apt-get clean
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# Install SGLang missing package for blackwell build type
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RUN python3 -m pip install openai httpx
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# GDRCopy installation
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RUN mkdir -p /tmp/gdrcopy && cd /tmp \
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&& git clone https://github.com/NVIDIA/gdrcopy.git -b v2.4.4 \
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&& cd gdrcopy/packages \
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&& CUDA=/usr/local/cuda ./build-deb-packages.sh \
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&& dpkg -i gdrdrv-dkms_*.deb libgdrapi_*.deb gdrcopy-tests_*.deb gdrcopy_*.deb \
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&& cd / && rm -rf /tmp/gdrcopy
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# Fix DeepEP IBGDA symlink
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RUN ln -sf /usr/lib/$(uname -m)-linux-gnu/libmlx5.so.1 /usr/lib/$(uname -m)-linux-gnu/libmlx5.so
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# Clone and install SGLang
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WORKDIR /sgl-workspace
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RUN python3 -m pip install --no-cache-dir --upgrade pip setuptools wheel html5lib six \
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&& git clone --depth 1 https://github.com/sgl-project/sglang.git \
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&& cd sglang \
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&& case "$CUDA_VERSION" in \
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12.9.1) CUINDEX=129 ;; \
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*) echo "Unsupported CUDA version: $CUDA_VERSION" && exit 1 ;; \
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esac \
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&& if [ "$CUDA_VERSION" = "12.9.1" ]; then \
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python3 -m pip install --no-cache-dir nvidia-nccl-cu12==2.27.6 --force-reinstall --no-deps ; \
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python3 -m pip install --no-cache-dir https://github.com/sgl-project/whl/releases/download/v${SGL_KERNEL_VERSION}/sgl_kernel-${SGL_KERNEL_VERSION}+cu129-cp310-abi3-manylinux2014_$(uname -m).whl --force-reinstall --no-deps ; \
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fi \
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&& python3 -m pip install --no-cache-dir -e "python[${BUILD_TYPE}]" --extra-index-url https://download.pytorch.org/whl/cu${CUINDEX} \
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&& python3 -m flashinfer --download-cubin
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# Download source files
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RUN wget https://developer.download.nvidia.com/compute/redist/nvshmem/3.3.9/source/nvshmem_src_cuda12-all-all-3.3.9.tar.gz && \
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git clone https://github.com/fzyzcjy/DeepEP.git && \
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cd DeepEP && git checkout ${DEEPEP_COMMIT} && cd .. && \
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tar -xf nvshmem_src_cuda12-all-all-3.3.9.tar.gz && \
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mv nvshmem_src nvshmem && \
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rm -f /sgl-workspace/nvshmem_src_cuda12-all-all-3.3.9.tar.gz
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# Build and install NVSHMEM
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RUN cd /sgl-workspace/nvshmem && \
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NVSHMEM_SHMEM_SUPPORT=0 \
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NVSHMEM_UCX_SUPPORT=0 \
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NVSHMEM_USE_NCCL=0 \
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NVSHMEM_MPI_SUPPORT=0 \
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NVSHMEM_IBGDA_SUPPORT=1 \
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NVSHMEM_PMIX_SUPPORT=0 \
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NVSHMEM_TIMEOUT_DEVICE_POLLING=0 \
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NVSHMEM_USE_GDRCOPY=1 \
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cmake -S . -B build/ -DCMAKE_INSTALL_PREFIX=${NVSHMEM_DIR} -DCMAKE_CUDA_ARCHITECTURES="90;100;120" && \
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cmake --build build --target install -j${CMAKE_BUILD_PARALLEL_LEVEL}
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# Install DeepEP
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RUN cd /sgl-workspace/DeepEP && \
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NVSHMEM_DIR=${NVSHMEM_DIR} pip install .
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# Python tools
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RUN python3 -m pip install --no-cache-dir \
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datamodel_code_generator \
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mooncake-transfer-engine==0.3.5 \
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pre-commit \
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pytest \
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black \
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isort \
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icdiff \
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uv \
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wheel \
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scikit-build-core
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# Install nixl kv transfer backend
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RUN python3 -m pip install --no-cache-dir \
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nixl
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# Install development tools and utilities
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RUN apt-get update && apt-get install -y \
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gdb \
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ninja-build \
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vim \
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tmux \
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htop \
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wget \
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curl \
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locales \
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lsof \
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git \
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git-lfs \
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zsh \
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tree \
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silversearcher-ag \
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cloc \
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unzip \
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pkg-config \
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libssl-dev \
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bear \
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ccache \
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less \
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&& apt install -y rdma-core infiniband-diags openssh-server perftest ibverbs-providers libibumad3 libibverbs1 libnl-3-200 libnl-route-3-200 librdmacm1 \
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&& rm -rf /var/lib/apt/lists/* \
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&& apt-get clean
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RUN apt update -y \
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&& apt install -y --no-install-recommends gnupg \
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&& echo "deb http://developer.download.nvidia.com/devtools/repos/ubuntu2004/$(if [ "$(uname -m)" = "aarch64" ]; then echo "arm64"; else echo "amd64"; fi) /" | tee /etc/apt/sources.list.d/nvidia-devtools.list \
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&& apt-key adv --fetch-keys http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/$(if [ "$(uname -m)" = "aarch64" ]; then echo "arm64"; else echo "x86_64"; fi)/7fa2af80.pub \
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&& apt update -y \
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&& apt install nsight-systems-cli -y
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# Set up locale
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RUN locale-gen en_US.UTF-8
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ENV LANG=en_US.UTF-8
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ENV LANGUAGE=en_US:en
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ENV LC_ALL=en_US.UTF-8
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# Install minimal Python packages
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RUN python3 -m pip install --no-cache-dir --break-system-packages \
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pytest \
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black \
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isort \
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icdiff \
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scikit_build_core \
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uv \
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pre-commit \
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pandas \
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matplotlib \
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tabulate
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# Install diff-so-fancy
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RUN curl -LSso /usr/local/bin/diff-so-fancy https://github.com/so-fancy/diff-so-fancy/releases/download/v1.4.4/diff-so-fancy \
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&& chmod +x /usr/local/bin/diff-so-fancy
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# Install clang-format
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RUN curl -LSso /usr/local/bin/clang-format https://github.com/muttleyxd/clang-tools-static-binaries/releases/download/master-32d3ac78/clang-format-16_linux-amd64 \
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&& chmod +x /usr/local/bin/clang-format
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# Install clangd
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RUN curl -L https://github.com/clangd/clangd/releases/download/18.1.3/clangd-linux-18.1.3.zip -o clangd.zip \
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&& unzip clangd.zip \
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&& cp -r clangd_18.1.3/bin/* /usr/local/bin/ \
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&& cp -r clangd_18.1.3/lib/* /usr/local/lib/ \
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&& rm -rf clangd_18.1.3 clangd.zip
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# Install CMake
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RUN CMAKE_VERSION=3.31.1 \
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&& ARCH=$(uname -m) \
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&& CMAKE_INSTALLER="cmake-${CMAKE_VERSION}-linux-${ARCH}" \
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&& wget "https://github.com/Kitware/CMake/releases/download/v${CMAKE_VERSION}/${CMAKE_INSTALLER}.tar.gz" \
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&& tar -xzf "${CMAKE_INSTALLER}.tar.gz" \
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&& cp -r "${CMAKE_INSTALLER}/bin/"* /usr/local/bin/ \
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&& cp -r "${CMAKE_INSTALLER}/share/"* /usr/local/share/ \
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&& rm -rf "${CMAKE_INSTALLER}" "${CMAKE_INSTALLER}.tar.gz"
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# Add yank script
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COPY --chown=root:root <<-"EOF" /usr/local/bin/yank
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#!/bin/bash
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put() {
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esc=$1
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test -n "$TMUX" -o -z "${TERM##screen*}" && esc="\033Ptmux;\033$esc\033\\"
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printf "$esc"
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}
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put "\033]52;c;!\a"
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buf=$( cat "$@" )
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len=$( printf %s "$buf" | wc -c ) max=74994
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test $len -gt $max && echo "$0: input is $(( len - max )) bytes too long" >&2
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put "\033]52;c;$( printf %s "$buf" | head -c $max | base64 | tr -d '\r\n' )\a"
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test -n "$TMUX" && tmux set-buffer "$buf" ||:
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EOF
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RUN chmod +x /usr/local/bin/yank
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# Install oh-my-zsh and plugins
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RUN sh -c "$(curl -fsSL https://raw.githubusercontent.com/ohmyzsh/ohmyzsh/master/tools/install.sh)" "" --unattended \
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&& git clone https://github.com/zsh-users/zsh-autosuggestions ${ZSH_CUSTOM:-~/.oh-my-zsh/custom}/plugins/zsh-autosuggestions \
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&& git clone https://github.com/zsh-users/zsh-syntax-highlighting.git ${ZSH_CUSTOM:-~/.oh-my-zsh/custom}/plugins/zsh-syntax-highlighting
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# Configure Vim
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COPY --chown=root:root <<-"EOF" /root/.vimrc
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function! Yank(text) abort
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let escape = system('yank', a:text)
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if v:shell_error
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echoerr escape
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else
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call writefile([escape], '/dev/tty', 'b')
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endif
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endfunction
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noremap <silent> <Leader>y y:<C-U>call Yank(@0)<CR>
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" automatically run yank(1) whenever yanking in Vim
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function! CopyYank() abort
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call Yank(join(v:event.regcontents, "\n"))
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endfunction
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autocmd TextYankPost * call CopyYank()
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" Basic settings
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set number
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syntax on
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set mouse=a
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filetype indent on
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" Indentation
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set autoindent nosmartindent
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set smarttab
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set expandtab
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set shiftwidth=4
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set softtabstop=4
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" Visual guides
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set colorcolumn=120
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highlight ColorColumn ctermbg=5
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" Status line
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set laststatus=2
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set statusline=%<%f\ %h%m%r%=%{\"[\".(&fenc==\"\"?&enc:&fenc).((exists(\"+bomb\")\ &&\ &bomb)?\",B\":\"\").\"]\ \"}%k\ %-14.(%l,%c%V%)\ %P
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" Backspace behavior
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set backspace=2
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" Encoding
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set encoding=utf-8
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set fileencoding=utf-8
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EOF
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# Configure tmux
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COPY --chown=root:root <<-"EOF" /root/.tmux.conf
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# Pane border styling
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set -g pane-border-style fg='#742727',bg=black
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set -g pane-active-border-style fg=red,bg=black
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# Status bar styling
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set -g status-style bg='#0C8A92',fg=black
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# Change prefix key to backtick
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set-option -g prefix `
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unbind C-b
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bind-key ` send-prefix
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# Split panes using - and = with current path
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unbind '"'
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bind - splitw -v -c '#{pane_current_path}'
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unbind '%'
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bind = splitw -h -c '#{pane_current_path}'
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# Vi mode settings
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bind-key -T copy-mode-vi Y send-keys -X copy-pipe 'yank > #{pane_tty}'
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set-window-option -g mode-keys vi
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# Other settings
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set-option -g escape-time 0
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set-option -g base-index 1
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set-window-option -g mouse on
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EOF
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# Configure Git
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RUN git config --global core.editor "vim" \
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&& git config --global core.whitespace "fix,-indent-with-non-tab,trailing-space,cr-at-eol" \
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&& git config --global core.pager "diff-so-fancy | less --tabs=4 -RFX" \
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&& git config --global color.ui true \
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&& git config --global color."diff-highlight".oldNormal "red bold" \
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&& git config --global color."diff-highlight".oldHighlight "red bold 52" \
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&& git config --global color."diff-highlight".newNormal "green bold" \
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&& git config --global color."diff-highlight".newHighlight "green bold 22" \
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&& git config --global color.diff.meta "11" \
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&& git config --global color.diff.frag "magenta bold" \
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&& git config --global color.diff.commit "yellow bold" \
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&& git config --global color.diff.old "red bold" \
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&& git config --global color.diff.new "green bold" \
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&& git config --global color.diff.whitespace "red reverse" \
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&& git config --global alias.lg "log --color --graph --pretty=format:'%Cred%h%Creset - %s %Cgreen(%cr) %C(bold blue)<%an>%Creset%C(auto)%d%Creset' --abbrev-commit --" \
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&& git config --global http.sslVerify false \
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&& git config --global pull.rebase true
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# Configure zsh
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COPY --chown=root:root <<-"EOF" /root/.zshrc
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export ZSH="/root/.oh-my-zsh"
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# Theme
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ZSH_THEME="robbyrussell"
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# Plugins
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plugins=(
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git
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z
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zsh-autosuggestions
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zsh-syntax-highlighting
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)
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source $ZSH/oh-my-zsh.sh
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# Aliases
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alias ll='ls -alF'
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alias la='ls -A'
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alias l='ls -CF'
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alias vi='vim'
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# Enhanced history
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HISTSIZE=10000
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SAVEHIST=10000
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setopt HIST_IGNORE_ALL_DUPS
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setopt HIST_FIND_NO_DUPS
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setopt INC_APPEND_HISTORY
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EOF
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RUN set -euxo ; \
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curl --proto '=https' --tlsv1.2 -sSf https://just.systems/install.sh | bash -s -- --to /usr/local/bin
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# Set workspace directory
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WORKDIR /sgl-workspace/sglang
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