install_python_libraries.sh 3.67 KB
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set -ex

# prepare workspace directory
WORKSPACE=$1
if [ -z "$WORKSPACE" ]; then
    export WORKSPACE=$(pwd)/ep_kernels_workspace
fi

if [ ! -d "$WORKSPACE" ]; then
    mkdir -p $WORKSPACE
fi

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# configurable pip command (default: pip3)
PIP_CMD=${PIP_CMD:-pip3}
CUDA_HOME=${CUDA_HOME:-/usr/local/cuda}

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# install dependencies if not installed
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$PIP_CMD install cmake torch ninja
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# build nvshmem
pushd $WORKSPACE
mkdir -p nvshmem_src
wget https://developer.download.nvidia.com/compute/redist/nvshmem/3.2.5/source/nvshmem_src_3.2.5-1.txz
tar -xvf nvshmem_src_3.2.5-1.txz -C nvshmem_src --strip-components=1
pushd nvshmem_src
wget https://github.com/deepseek-ai/DeepEP/raw/main/third-party/nvshmem.patch
git init
git apply -vvv nvshmem.patch

# assume CUDA_HOME is set correctly
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if [ -z "$CUDA_HOME" ]; then
    echo "CUDA_HOME is not set, please set it to your CUDA installation directory."
    exit 1
fi

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# assume TORCH_CUDA_ARCH_LIST is set correctly
if [ -z "$TORCH_CUDA_ARCH_LIST" ]; then
    echo "TORCH_CUDA_ARCH_LIST is not set, please set it to your desired architecture."
    exit 1
fi

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# disable all features except IBGDA
export NVSHMEM_IBGDA_SUPPORT=1

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export NVSHMEM_SHMEM_SUPPORT=0
export NVSHMEM_UCX_SUPPORT=0
export NVSHMEM_USE_NCCL=0
export NVSHMEM_PMIX_SUPPORT=0
export NVSHMEM_TIMEOUT_DEVICE_POLLING=0
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export NVSHMEM_USE_GDRCOPY=0
export NVSHMEM_IBRC_SUPPORT=0
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export NVSHMEM_BUILD_TESTS=0
export NVSHMEM_BUILD_EXAMPLES=0
export NVSHMEM_MPI_SUPPORT=0
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export NVSHMEM_BUILD_HYDRA_LAUNCHER=0
export NVSHMEM_BUILD_TXZ_PACKAGE=0
export NVSHMEM_TIMEOUT_DEVICE_POLLING=0
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cmake -G Ninja -S . -B $WORKSPACE/nvshmem_build/ -DCMAKE_INSTALL_PREFIX=$WORKSPACE/nvshmem_install
cmake --build $WORKSPACE/nvshmem_build/ --target install
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popd

export CMAKE_PREFIX_PATH=$WORKSPACE/nvshmem_install:$CMAKE_PREFIX_PATH

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is_git_dirty() {
    local dir=$1
    pushd "$dir" > /dev/null

    if [ -d ".git" ] && [ -n "$(git status --porcelain 2>/dev/null)" ]; then
        popd > /dev/null
        return 0  # dirty (true)
    else
        popd > /dev/null
        return 1  # clean (false)
    fi
}

# Function to handle git repository cloning with dirty/incomplete checks
clone_repo() {
    local repo_url=$1
    local dir_name=$2
    local key_file=$3
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    local commit_hash=$4
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    if [ -d "$dir_name" ]; then
        # Check if directory has uncommitted changes (dirty)
        if is_git_dirty "$dir_name"; then
            echo "$dir_name directory is dirty, skipping clone"
        # Check if clone failed (directory exists but not a valid git repo or missing key files)
        elif [ ! -d "$dir_name/.git" ] || [ ! -f "$dir_name/$key_file" ]; then
            echo "$dir_name directory exists but clone appears incomplete, cleaning up and re-cloning"
            rm -rf "$dir_name"
            git clone "$repo_url"
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            if [ -n "$commit_hash" ]; then
                cd "$dir_name"
                git checkout "$commit_hash"
                cd ..
            fi
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        else
            echo "$dir_name directory exists and appears complete; manually update if needed"
        fi
    else
        git clone "$repo_url"
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        if [ -n "$commit_hash" ]; then
            cd "$dir_name"
            git checkout "$commit_hash"
            cd ..
        fi
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    fi
}

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# build and install pplx, require pytorch installed
pushd $WORKSPACE
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clone_repo "https://github.com/ppl-ai/pplx-kernels" "pplx-kernels" "setup.py" "c336faf"
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cd pplx-kernels
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$PIP_CMD install --no-build-isolation -vvv -e .
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popd

# build and install deepep, require pytorch installed
pushd $WORKSPACE
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clone_repo "https://github.com/deepseek-ai/DeepEP" "DeepEP" "setup.py" "73b6ea4"
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cd DeepEP
export NVSHMEM_DIR=$WORKSPACE/nvshmem_install
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$PIP_CMD install --no-build-isolation -vvv -e .
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popd