[pd] optimize dockerfile for pd disaggregation (#7319)

Co-authored-by: zhyncs <me@zhyncs.com>

docker/Dockerfile.deepep

 ARG BASE_IMAGE
 FROM ${BASE_IMAGE}
+# Deps
+RUN apt-get update &&  apt-get install -y netcat-openbsd  \
+                        libopenmpi-dev \
+                        kmod \
+                        rdma-core  \
+                        infiniband-diags \
+                        openssh-server \
+                        perftest \
+                        ibverbs-providers \
+                        libibumad3 \
+                        libibverbs1 \
+                        libnl-3-200 \
+                        libnl-route-3-200 \
+                        librdmacm1  \
+                        build-essential \
+                        cmake \
+                        libibverbs-dev \
+                        libgoogle-glog-dev \
+                        libgtest-dev \
+                        libjsoncpp-dev \
+                        libnuma-dev \
+                        libibverbs-dev \
+                        libunwind-dev \
+                        libgoogle-glog-dev \
+                        libpython3-dev \
+                        libboost-all-dev \
+                        libssl-dev \
+                        libgrpc-dev \
+                        libgrpc++-dev \
+                        libprotobuf-dev \
+                        protobuf-compiler-grpc \
+                        pybind11-dev \
+                        libhiredis-dev \
+                        pkg-config \
+                        patchelf \
+                        ccache \
+                        libcurl4-openssl-dev \
+                        curl \
+                        pkg-config libczmq4 libczmq-dev \
+                        libnl-route-3-dev libnl-3-dev librdmacm1 \
+                        libhiredis-dev  \
+                        nvidia-dkms-535 \
+                        build-essential \
+                        devscripts \
+                        debhelper \
+                        fakeroot \
+                        dkms \
+                        check \
+                        libsubunit0 \
+                        libsubunit-dev \
+                        libfabric-dev \
+                        python3 \
+                        python3-pip \
+                        && rm -rf /var/lib/apt/lists/* \
+                        && ln -s /usr/bin/python3 /usr/bin/python
 
 # CMake
-RUN apt-get update \
-&& apt-get install -y --no-install-recommends \
-build-essential \
-wget \
-libssl-dev \
-&& wget https://github.com/Kitware/CMake/releases/download/v3.27.4/cmake-3.27.4-linux-x86_64.sh \
+RUN  wget https://github.com/Kitware/CMake/releases/download/v3.27.4/cmake-3.27.4-linux-x86_64.sh \
 && chmod +x cmake-3.27.4-linux-x86_64.sh \
 && ./cmake-3.27.4-linux-x86_64.sh --skip-license --prefix=/usr/local \
 && rm cmake-3.27.4-linux-x86_64.sh
 
-# Python
-RUN apt-get update \
-    && apt-get install -y --no-install-recommends \
-        python3 \
-        python3-pip \
-    && ln -s /usr/bin/python3 /usr/bin/python
 
+ENV GDRCOPY_HOME=/usr/src/gdrdrv-2.4.4/
 # GDRCopy
-WORKDIR /tmp
-RUN git clone https://github.com/NVIDIA/gdrcopy.git
-WORKDIR /tmp/gdrcopy
-RUN git checkout v2.4.4
-
-RUN apt update
-RUN apt install -y nvidia-dkms-535
-RUN apt install -y build-essential devscripts debhelper fakeroot pkg-config dkms
-RUN apt install -y check libsubunit0 libsubunit-dev
+RUN  mkdir -p /tmp \
+    &&  cd /tmp \
+    && git clone https://github.com/NVIDIA/gdrcopy.git  -b v2.4.4 \
+    && cd /tmp/gdrcopy/packages \
+    && CUDA=/usr/local/cuda ./build-deb-packages.sh \
+    && dpkg -i gdrdrv-dkms_*.deb \
+    && dpkg -i libgdrapi_*.deb \
+    && dpkg -i gdrcopy-tests_*.deb \
+    && dpkg -i gdrcopy_*.deb
 
-WORKDIR /tmp/gdrcopy/packages
-RUN CUDA=/usr/local/cuda ./build-deb-packages.sh
-RUN dpkg -i gdrdrv-dkms_*.deb
-RUN dpkg -i libgdrapi_*.deb
-RUN dpkg -i gdrcopy-tests_*.deb
-RUN dpkg -i gdrcopy_*.deb
-
-ENV GDRCOPY_HOME=/usr/src/gdrdrv-2.4.4/
 
 # IBGDA dependency
 RUN ln -sf /usr/lib/x86_64-linux-gnu/libmlx5.so.1 /usr/lib/x86_64-linux-gnu/libmlx5.so
-RUN apt-get install -y libfabric-dev
 
 # DeepEP
 WORKDIR /sgl-workspace
 RUN git clone https://github.com/deepseek-ai/DeepEP.git
 
 # NVSHMEM
-WORKDIR /sgl-workspace
 RUN wget https://developer.download.nvidia.com/compute/redist/nvshmem/3.2.5/source/nvshmem_src_3.2.5-1.txz
 RUN tar -xf nvshmem_src_3.2.5-1.txz \
-    && mv nvshmem_src nvshmem
-
-WORKDIR /sgl-workspace/nvshmem
-RUN git apply /sgl-workspace/DeepEP/third-party/nvshmem.patch
+    && mv nvshmem_src nvshmem \
+    && cd /sgl-workspace/nvshmem \
+    && git apply /sgl-workspace/DeepEP/third-party/nvshmem.patch \
+    && sed -i '1i#include <unistd.h>' /sgl-workspace/nvshmem/examples/moe_shuffle.cu \
+    && cat /sgl-workspace/nvshmem/examples/moe_shuffle.cu
 
-RUN sed -i '1i#include <unistd.h>' /sgl-workspace/nvshmem/examples/moe_shuffle.cu && \
-    cat /sgl-workspace/nvshmem/examples/moe_shuffle.cu
-
-WORKDIR /sgl-workspace/nvshmem
+# Compile NVSHMEM
 ENV CUDA_HOME=/usr/local/cuda
-RUN NVSHMEM_SHMEM_SUPPORT=0 \
+RUN cd /sgl-workspace/nvshmem && NVSHMEM_SHMEM_SUPPORT=0 \
     NVSHMEM_UCX_SUPPORT=0 \
     NVSHMEM_USE_NCCL=0 \
     NVSHMEM_MPI_SUPPORT=0 \
@@ -77,5 +110,5 @@ WORKDIR /sgl-workspace/DeepEP
 ENV NVSHMEM_DIR=/sgl-workspace/nvshmem/install
 RUN NVSHMEM_DIR=/sgl-workspace/nvshmem/install pip install --break-system-packages .
 
-# Set workspace
-WORKDIR /sgl-workspace
+# Install mooncake transfer engine
+RUN pip install  --upgrade mooncake_transfer_engine --break-system-packages