# Usage (to build SGLang ROCm docker image):
#   docker build --build-arg SGL_BRANCH=v0.5.8 --build-arg GPU_ARCH=gfx942 -t v0.5.8-rocm700-mi30x -f rocm.Dockerfile .
#   docker build --build-arg SGL_BRANCH=v0.5.8 --build-arg GPU_ARCH=gfx950 -t v0.5.8-rocm700-mi35x -f rocm.Dockerfile .

# Usage (to build SGLang ROCm + Mori docker image):
#   docker build --build-arg SGL_BRANCH=v0.5.8 --build-arg GPU_ARCH=gfx942 --build-arg ENABLE_MORI=1 --build-arg NIC_BACKEND=ainic -t v0.5.8-rocm700-mi30x -f rocm.Dockerfile .
#   docker build --build-arg SGL_BRANCH=v0.5.8 --build-arg GPU_ARCH=gfx950 --build-arg ENABLE_MORI=1 --build-arg NIC_BACKEND=ainic -t v0.5.8-rocm700-mi35x -f rocm.Dockerfile .

# Default base images
ARG BASE_IMAGE_942="rocm/sgl-dev:rocm7-vllm-20250904"
ARG BASE_IMAGE_950="rocm/sgl-dev:rocm7-vllm-20250904"

# This is necessary for scope purpose
ARG GPU_ARCH=gfx950

# ===============================
# Base image 942 with rocm700 and args
FROM $BASE_IMAGE_942 AS gfx942
ENV BUILD_VLLM="0"
ENV BUILD_TRITON="0"
ENV BUILD_LLVM="0"
ENV BUILD_AITER_ALL="1"
ENV BUILD_MOONCAKE="1"
ENV AITER_COMMIT="v0.1.10.post3"

# ===============================
# Base image 950 and args
FROM $BASE_IMAGE_950 AS gfx950
ENV BUILD_VLLM="0"
ENV BUILD_TRITON="0"
ENV BUILD_LLVM="0"
ENV BUILD_AITER_ALL="1"
ENV BUILD_MOONCAKE="1"
ENV AITER_COMMIT="v0.1.10.post3"
# ===============================
# Chosen arch and args
FROM ${GPU_ARCH}

# This is necessary for scope purpose, again
ARG GPU_ARCH=gfx950
ENV GPU_ARCH_LIST=${GPU_ARCH%-*}

ARG SGL_REPO="https://github.com/sgl-project/sglang.git"
ARG SGL_DEFAULT="main"
ARG SGL_BRANCH=${SGL_DEFAULT}

# Version override for setuptools_scm (used in nightly builds)
ARG SETUPTOOLS_SCM_PRETEND_VERSION=""

ARG TRITON_REPO="https://github.com/ROCm/triton.git"
ARG TRITON_COMMIT="improve_fa_decode_3.0.0"

ARG AITER_REPO="https://github.com/ROCm/aiter.git"

ARG LLVM_REPO="https://github.com/jrbyrnes/llvm-project.git"
ARG LLVM_BRANCH="MainOpSelV2"
ARG LLVM_COMMIT="6520ace8227ffe2728148d5f3b9872a870b0a560"

ARG MOONCAKE_REPO="https://github.com/kvcache-ai/Mooncake.git"
ARG MOONCAKE_COMMIT="b6a841dc78c707ec655a563453277d969fb8f38d"

ARG TILELANG_REPO="https://github.com/tile-ai/tilelang.git"
ARG TILELANG_COMMIT="ebf4a7cb8881432165ae8760e99d209d905c704a"

ARG FHT_REPO="https://github.com/jeffdaily/fast-hadamard-transform.git"
ARG FHT_BRANCH="rocm"
ARG FHT_COMMIT="46efb7d776d38638fc39f3c803eaee3dd7016bd1"

ARG ENABLE_MORI=0
ARG NIC_BACKEND=none

ARG MORI_REPO="https://github.com/ROCm/mori.git"
ARG MORI_COMMIT="20920706a9004018dbd87c7387f207d08d0e05af"

# AMD AINIC apt repo settings
ARG AINIC_VERSION=1.117.5
ARG UBUNTU_CODENAME=jammy
USER root

# Install some basic utilities
RUN python -m pip install --upgrade pip && pip install setuptools_scm
RUN apt-get purge -y sccache; python -m pip uninstall -y sccache; rm -f "$(which sccache)"

WORKDIR /sgl-workspace

# -----------------------
# llvm
RUN if [ "$BUILD_LLVM" = "1" ]; then \
     ENV HIP_CLANG_PATH="/sgl-workspace/llvm-project/build/bin/" \
     git clone --single-branch ${LLVM_REPO} -b ${LLVM_BRANCH} \
     && cd llvm-project \
     && git checkout ${LLVM_COMMIT} \
     && mkdir build \
     && cd build \
     && cmake -DCMAKE_BUILD_TYPE=Release -DLLVM_ENABLE_ASSERTIONS=1 -DLLVM_TARGETS_TO_BUILD="AMDGPU;X86" -DLLVM_ENABLE_PROJECTS="clang;lld;" -DLLVM_ENABLE_RUNTIMES="compiler-rt" ../llvm \
     && make -j$(nproc); \
    fi

# -----------------------
# AITER
# Unset setuptools_scm override so AITER gets its own version (AITER_COMMIT), not SGLang's
# (SETUPTOOLS_SCM_PRETEND_VERSION is set later for SGLang nightly builds and would otherwise
# leak into AITER's version when AITER uses setuptools_scm)
ENV SETUPTOOLS_SCM_PRETEND_VERSION=
RUN pip uninstall -y aiter
RUN git clone ${AITER_REPO} \
 && cd aiter \
 && git checkout ${AITER_COMMIT} \
 && git submodule update --init --recursive
RUN cd aiter \
     && echo "[AITER] GPU_ARCH=${GPU_ARCH}" \
     && if [ "$BUILD_AITER_ALL" = "1" ] && [ "$BUILD_LLVM" = "1" ]; then \
          sh -c "HIP_CLANG_PATH=/sgl-workspace/llvm-project/build/bin/ PREBUILD_KERNELS=1 GPU_ARCHS=$GPU_ARCH_LIST python setup.py develop"; \
        elif [ "$BUILD_AITER_ALL" = "1" ]; then \
          sh -c "PREBUILD_KERNELS=1 GPU_ARCHS=$GPU_ARCH_LIST python setup.py develop"; \
        else \
          sh -c "GPU_ARCHS=$GPU_ARCH_LIST python setup.py develop"; \
        fi

# -----------------------
# Triton (TODO: remove this after Triton is no longer needed)
RUN if [ "$BUILD_TRITON" = "1" ]; then \
        pip uninstall -y triton \
     && git clone ${TRITON_REPO} \
     && cd triton \
     && git checkout ${TRITON_COMMIT} \
     && cd python \
     && python setup.py install; \
    fi

# -----------------------
# Build vLLM
ARG VLLM_REPO="https://github.com/ROCm/vllm.git"
ARG VLLM_BRANCH="9f6b92db47c3444b7a7d67451ba0c3a2d6af4c2c"
RUN if [ "$BUILD_VLLM" = "1" ]; then \
        git clone ${VLLM_REPO} \
     && cd vllm \
     && git checkout ${VLLM_BRANCH} \
     && python -m pip install -r requirements/rocm.txt \
     && python setup.py clean --all \
     && python setup.py develop; \
    fi

# -----------------------
# Build Mooncake
ENV PATH=$PATH:/usr/local/go/bin

RUN if [ "$BUILD_MOONCAKE" = "1" ]; then \
     apt update && apt install -y zip unzip wget && \
     apt install -y gcc make libtool autoconf  librdmacm-dev rdmacm-utils infiniband-diags ibverbs-utils perftest ethtool  libibverbs-dev rdma-core && \
     apt install -y openssh-server openmpi-bin openmpi-common libopenmpi-dev && \
     git clone ${MOONCAKE_REPO} && \
     cd Mooncake && \
     git checkout ${MOONCAKE_COMMIT} && \
     git submodule update --init --recursive && \
     bash dependencies.sh -y && \
     rm -rf /usr/local/go && \
     wget https://go.dev/dl/go1.22.2.linux-amd64.tar.gz && \
     tar -C /usr/local -xzf go1.22.2.linux-amd64.tar.gz && \
     rm go1.22.2.linux-amd64.tar.gz && \
     mkdir -p build && \
     cd build && \
     cmake .. -DUSE_HIP=ON -DUSE_ETCD=ON && \
     make -j "$(nproc)" && make install; \
    fi

# -----------------------
# Build SGLang
ARG BUILD_TYPE=all

# Set version for setuptools_scm if provided (for nightly builds). Only pass in the SGLang
# pip install RUN so it does not affect AITER, sgl-model-gateway, TileLang, FHT, MORI, etc.
ARG SETUPTOOLS_SCM_PRETEND_VERSION

RUN pip install IPython \
    && pip install orjson \
    && pip install python-multipart \
    && pip install torchao==0.9.0 \
    && pip install pybind11

RUN pip uninstall -y sgl_kernel sglang
RUN git clone ${SGL_REPO} \
    && cd sglang \
    && if [ "${SGL_BRANCH}" = ${SGL_DEFAULT} ]; then \
         echo "Using ${SGL_DEFAULT}, default branch."; \
         git checkout ${SGL_DEFAULT}; \
       else \
         echo "Using ${SGL_BRANCH} branch."; \
         git checkout ${SGL_BRANCH}; \
       fi \
    && cd sgl-kernel \
    && rm -f pyproject.toml \
    && mv pyproject_rocm.toml pyproject.toml \
    && AMDGPU_TARGET=$GPU_ARCH_LIST python setup_rocm.py install \
    && cd .. \
    && rm -rf python/pyproject.toml && mv python/pyproject_other.toml python/pyproject.toml \
    && if [ "$BUILD_TYPE" = "srt" ]; then \
         export SETUPTOOLS_SCM_PRETEND_VERSION="${SETUPTOOLS_SCM_PRETEND_VERSION}" && python -m pip --no-cache-dir install -e "python[srt_hip,diffusion_hip]"; \
       else \
         export SETUPTOOLS_SCM_PRETEND_VERSION="${SETUPTOOLS_SCM_PRETEND_VERSION}" && python -m pip --no-cache-dir install -e "python[all_hip]"; \
       fi

RUN python -m pip cache purge

# Copy config files to support MI300X in virtualized environments (MI300X_VF).  Symlinks will not be created in image build.
RUN find /sgl-workspace/sglang/python/sglang/srt/layers/quantization/configs/ \
         /sgl-workspace/sglang/python/sglang/srt/layers/moe/fused_moe_triton/configs/ \
         -type f -name '*MI300X*' | xargs -I {} sh -c 'vf_config=$(echo "$1" | sed "s/MI300X/MI300X_VF/"); cp "$1" "$vf_config"' -- {}

# Install Rust toolchain for sgl-model-gateway
ENV PATH="/root/.cargo/bin:${PATH}"
RUN curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y \
    && rustc --version && cargo --version
ENV CARGO_BUILD_JOBS=4

# Build and install sgl-model-gateway
RUN python3 -m pip install --no-cache-dir setuptools-rust \
    && cd /sgl-workspace/sglang/sgl-model-gateway/bindings/python \
    && /bin/bash -lc 'ulimit -n 8192 && cargo build --release' \
    && python3 -m pip install --no-cache-dir . \
    && rm -rf /root/.cache

# -----------------------
# TileLang
ENV DEBIAN_FRONTEND=noninteractive
ENV LIBGL_ALWAYS_INDIRECT=1
RUN echo "LC_ALL=en_US.UTF-8" >> /etc/environment

RUN /bin/bash -lc 'set -euo pipefail; \
  echo "[TileLang] Building TileLang for ${GPU_ARCH}"; \
  # System dependencies (NO llvm-dev to avoid llvm-config-16 shadowing)
  apt-get update && apt-get install -y --no-install-recommends \
      build-essential git wget curl ca-certificates gnupg \
      libgtest-dev libgmock-dev \
      libprotobuf-dev protobuf-compiler libgflags-dev libsqlite3-dev \
      python3 python3-dev python3-setuptools python3-pip python3-apt \
      gcc libtinfo-dev zlib1g-dev libedit-dev libxml2-dev \
      cmake ninja-build pkg-config libstdc++6 software-properties-common \
  && rm -rf /var/lib/apt/lists/*; \
  \
  # Prefer the container venv
  VENV_PY="/opt/venv/bin/python"; \
  VENV_PIP="/opt/venv/bin/pip"; \
  if [ ! -x "$VENV_PY" ]; then VENV_PY="python3"; fi; \
  if [ ! -x "$VENV_PIP" ]; then VENV_PIP="pip3"; fi; \
  \
  # Build GoogleTest static libs (Ubuntu package ships sources only)
  cmake -S /usr/src/googletest -B /tmp/build-gtest -DBUILD_GTEST=ON -DBUILD_GMOCK=ON -DCMAKE_BUILD_TYPE=Release && \
  cmake --build /tmp/build-gtest -j"$(nproc)" && \
  cp -v /tmp/build-gtest/lib/*.a /usr/lib/x86_64-linux-gnu/ && \
  rm -rf /tmp/build-gtest; \
  \
  # Keep setuptools < 80 (compat with base image)
  "$VENV_PIP" install --upgrade "setuptools>=77.0.3,<80" wheel cmake ninja scikit-build-core && \
  "$VENV_PIP" cache purge || true; \
  \
  # Locate ROCm llvm-config; fallback to installing LLVM 18 if missing
  LLVM_CONFIG_PATH=""; \
  for p in /opt/rocm/llvm/bin/llvm-config /opt/rocm/llvm-*/bin/llvm-config /opt/rocm-*/llvm*/bin/llvm-config; do \
    if [ -x "$p" ]; then LLVM_CONFIG_PATH="$p"; break; fi; \
  done; \
  if [ -z "$LLVM_CONFIG_PATH" ]; then \
    echo "[TileLang] ROCm llvm-config not found; installing LLVM 18..."; \
    curl -fsSL https://apt.llvm.org/llvm-snapshot.gpg.key | gpg --dearmor -o /etc/apt/keyrings/llvm.gpg; \
    echo "deb [signed-by=/etc/apt/keyrings/llvm.gpg] http://apt.llvm.org/jammy/ llvm-toolchain-jammy-18 main" > /etc/apt/sources.list.d/llvm.list; \
    apt-get update; \
    apt-get install -y --no-install-recommends llvm-18; \
    rm -rf /var/lib/apt/lists/*; \
    LLVM_CONFIG_PATH="$(command -v llvm-config-18)"; \
    if [ -z "$LLVM_CONFIG_PATH" ]; then echo "ERROR: llvm-config-18 not found after install"; exit 1; fi; \
  fi; \
  echo "[TileLang] Using LLVM_CONFIG at: $LLVM_CONFIG_PATH"; \
  export PATH="$(dirname "$LLVM_CONFIG_PATH"):/usr/local/bin:${PATH}"; \
  export LLVM_CONFIG="$LLVM_CONFIG_PATH"; \
  \
  # Optional shim for tools that expect llvm-config-16
  mkdir -p /usr/local/bin && \
  printf "#!/usr/bin/env bash\nexec \"%s\" \"\$@\"\n" "$LLVM_CONFIG_PATH" > /usr/local/bin/llvm-config-16 && \
  chmod +x /usr/local/bin/llvm-config-16; \
  \
  # TVM Python bits need Cython + z3 before configure.
  # Pin z3-solver==4.15.4.0: 4.15.4.0 has a manylinux wheel; 4.15.5.0 has no wheel and builds from source (fails: C++20 <format> needs GCC 14+, image has GCC 11).
  "$VENV_PIP" install --no-cache-dir "cython>=0.29.36,<3.0" "apache-tvm-ffi>=0.1.6" "z3-solver==4.15.4.0"; \
  \
  # Clone + pin TileLang (bundled TVM), then build
  git clone --recursive "${TILELANG_REPO}" /opt/tilelang && \
  cd /opt/tilelang && \
  git fetch --depth=1 origin "${TILELANG_COMMIT}" || true && \
  git checkout -f "${TILELANG_COMMIT}" && \
  git submodule update --init --recursive && \
  export CMAKE_ARGS="-DUSE_CUDA=OFF -DUSE_ROCM=ON -DROCM_PATH=/opt/rocm -DLLVM_CONFIG=${LLVM_CONFIG} -DSKBUILD_SABI_VERSION= ${CMAKE_ARGS:-}" && \
  "$VENV_PIP" install -e . -v --no-build-isolation --no-deps; \
  if [ -f pyproject.toml ]; then sed -i "/^[[:space:]]*\"torch/d" pyproject.toml || true; fi; \
  "$VENV_PIP" cache purge || true; \
  "$VENV_PY" -c "import tilelang; print(tilelang.__version__)"'

# -----------------------
# Hadamard-transform (HIP build)
RUN /bin/bash -lc 'set -euo pipefail; \
    git clone --branch "${FHT_BRANCH}" "${FHT_REPO}" fast-hadamard-transform; \
    cd fast-hadamard-transform; \
    git checkout -f "${FHT_COMMIT}"; \
    python setup.py install'

# -----------------------
# Python tools
RUN python3 -m pip install --no-cache-dir \
    py-spy \
    pre-commit

# -----------------------
# MORI (optional)
RUN /bin/bash -lc 'set -euo pipefail; \
  if [ "${ENABLE_MORI}" != "1" ]; then \
    echo "[MORI] Skipping (ENABLE_MORI=${ENABLE_MORI})"; \
    exit 0; \
  fi; \
  echo "[MORI] Enabling MORI (NIC_BACKEND=${NIC_BACKEND})"; \
  \
  # Base deps for MORI build
  apt-get update && apt-get install -y --no-install-recommends \
      build-essential \
      g++ \
      jq \
      libopenmpi-dev \
      libpci-dev \
      initramfs-tools \
  && rm -rf /var/lib/apt/lists/*; \
  \
  # NIC backend deps
  case "${NIC_BACKEND}" in \
    # default: mlx5
    none) \
      export USE_IONIC="OFF"; \
      export USE_BNXT="OFF"; \
      ;; \
    # AMD NIC
    ainic) \
      export USE_IONIC="ON"; \
      export USE_BNXT="OFF"; \
      apt-get update && apt-get install -y --no-install-recommends ca-certificates curl gnupg apt-transport-https && \
      rm -rf /var/lib/apt/lists/* && mkdir -p /etc/apt/keyrings; \
      curl -fsSL https://repo.radeon.com/rocm/rocm.gpg.key | gpg --dearmor > /etc/apt/keyrings/amdainic.gpg; \
      echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/amdainic.gpg] https://repo.radeon.com/amdainic/pensando/ubuntu/${AINIC_VERSION} ${UBUNTU_CODENAME} main" \
        > /etc/apt/sources.list.d/amdainic.list; \
      apt-get update && apt-get install -y --no-install-recommends \
          libionic-dev \
          ionic-common \
      ; \
      rm -rf /var/lib/apt/lists/*; \
      ;; \
    # TODO: Add Broadcom bnxt packages/repos here later.
    # bnxt) \
    #   export USE_IONIC="OFF"; \
    #   export USE_BNXT="ON"; \
    #   echo "[MORI] NIC_BACKEND=bnxt: USE_BNXT=ON. Add Broadcom bnxt packages/repos here later."; \
    #   ;; \
    *) \
      echo "ERROR: unknown NIC_BACKEND=${NIC_BACKEND}. Use one of: none, ainic"; \
      exit 2; \
      ;; \
  esac; \
  \
  # Build/install MORI
  export MORI_GPU_ARCHS="${GPU_ARCH_LIST}"; \
  echo "[MORI] MORI_GPU_ARCHS=${MORI_GPU_ARCHS} USE_IONIC=${USE_IONIC} USE_BNXT=${USE_BNXT}"; \
  rm -rf /sgl-workspace/mori; \
  git clone "${MORI_REPO}" /sgl-workspace/mori; \
  cd /sgl-workspace/mori; \
  git checkout "${MORI_COMMIT}"; \
  git submodule update --init --recursive; \
  python3 setup.py develop; \
  python3 -c "import os, torch; print(os.path.join(os.path.dirname(torch.__file__), \"lib\"))" > /etc/ld.so.conf.d/torch.conf; \
  ldconfig; \
  echo "export PYTHONPATH=/sgl-workspace/mori:\${PYTHONPATH}" >> /etc/bash.bashrc; \
  echo "[MORI] Done."'

# -----------------------
# Performance environment variable.

ENV HIP_FORCE_DEV_KERNARG=1
ENV HSA_NO_SCRATCH_RECLAIM=1
ENV SGLANG_ALLOW_OVERWRITE_LONGER_CONTEXT_LEN=1
ENV SGLANG_INT4_WEIGHT=0
ENV SGLANG_MOE_PADDING=1
ENV SGLANG_ROCM_DISABLE_LINEARQUANT=0
ENV SGLANG_ROCM_FUSED_DECODE_MLA=1
ENV SGLANG_SET_CPU_AFFINITY=1
ENV SGLANG_USE_AITER=1
ENV SGLANG_USE_ROCM700A=1

ENV NCCL_MIN_NCHANNELS=112
ENV VLLM_FP8_PADDING=1
ENV VLLM_FP8_ACT_PADDING=1
ENV VLLM_FP8_WEIGHT_PADDING=1
ENV VLLM_FP8_REDUCE_CONV=1
ENV TORCHINDUCTOR_MAX_AUTOTUNE=1
ENV TORCHINDUCTOR_MAX_AUTOTUNE_POINTWISE=1

CMD ["/bin/bash"]