# Copyright (c) 2025 Huawei Technologies Co., Ltd. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

FROM quay.io/ascend/cann:8.5.0-a3-openeuler24.03-py3.11

ARG PIP_INDEX_URL="https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple"
ARG MOONCAKE_TAG="v0.3.7.post2"
ARG SOC_VERSION="ascend910_9391"

ENV SOC_VERSION=$SOC_VERSION \
    TASK_QUEUE_ENABLE=1 \
    OMP_NUM_THREADS=1

RUN pip config set global.index-url ${PIP_INDEX_URL}

WORKDIR /workspace

SHELL ["/bin/bash", "-c"]

# veRL
RUN git clone https://github.com/volcengine/verl.git && \
    cd verl && \
    git checkout v0.6.0 && \
    git fetch origin pull/3427/head && \
    git cherry-pick -n -X theirs 448c6c3

# Megatron-LM
RUN git clone https://github.com/NVIDIA/Megatron-LM.git && \
    cd Megatron-LM && \
    git checkout core_v0.12.1

# MindSpeed
RUN git clone https://gitcode.com/ascend/MindSpeed.git && \
    cd MindSpeed && \
    git checkout f6688c61bcfe45243ee5eb34c6f013b1e06eca81 && \
    python3 -m pip install -r requirements.txt

# Install vllm-ascend
RUN git clone https://github.com/vllm-project/vllm-ascend.git && \
    cd vllm-ascend && \
    git checkout v0.14.0rc1 && \
    git submodule update --init --recursive &&\
    test -f /workspace/vllm-ascend/tools/mooncake_installer.sh

# Install Mooncake
RUN yum update -y && \
    yum install -y git vim wget net-tools gcc gcc-c++ make cmake numactl-devel jemalloc && \
    git clone --depth 1 --branch ${MOONCAKE_TAG} https://github.com/kvcache-ai/Mooncake /workspace/Mooncake && \
    cp /workspace/vllm-ascend/tools/mooncake_installer.sh /workspace/Mooncake/ && \
    ARCH=$(uname -m) && \
    source /usr/local/Ascend/ascend-toolkit/set_env.sh && \
    export LD_LIBRARY_PATH=/usr/local/Ascend/ascend-toolkit/latest/${ARCH}-linux/devlib:/usr/local/Ascend/ascend-toolkit/latest/${ARCH}-linux/lib64:$LD_LIBRARY_PATH && \
    export CPLUS_INCLUDE_PATH=$CPLUS_INCLUDE_PATH:/usr/include/c++/12:/usr/include/c++/12/${ARCH}-openEuler-linux && \
    cd /workspace/Mooncake && \
    bash mooncake_installer.sh -y && \
    mkdir -p build && cd build && cmake .. -DUSE_ASCEND_DIRECT=ON && \
    make -j$(nproc) && make install && \
    rm -fr /workspace/Mooncake/build && \
    rm -rf /var/cache/yum/*

# Install vLLM
ARG VLLM_REPO=https://github.com/vllm-project/vllm.git
ARG VLLM_TAG=v0.14.1
RUN git clone --depth 1 $VLLM_REPO --branch $VLLM_TAG /workspace/vllm
# In x86, triton will be installed by vllm. But in Ascend, triton doesn't work correctly. we need to uninstall it.
RUN VLLM_TARGET_DEVICE="empty" python3 -m pip install -e /workspace/vllm/[audio] --extra-index https://download.pytorch.org/whl/cpu/ && \
    python3 -m pip uninstall -y triton && \
    python3 -m pip cache purge

# Build vllm-ascend
RUN export PIP_EXTRA_INDEX_URL=https://mirrors.huaweicloud.com/ascend/repos/pypi && \
    source /usr/local/Ascend/ascend-toolkit/set_env.sh && \
    source /usr/local/Ascend/nnal/atb/set_env.sh && \
    export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/Ascend/ascend-toolkit/latest/`uname -i`-linux/devlib && \
    export CPLUS_INCLUDE_PATH=$CPLUS_INCLUDE_PATH:/usr/include/c++/12:/usr/include/c++/12/`uname -i`-openEuler-linux && \
    python3 -m pip install -v -e /workspace/vllm-ascend/ --exists-action=i --extra-index https://download.pytorch.org/whl/cpu/ && \
    python3 -m pip cache purge

# Install clang (for triton-ascend)
RUN yum update -y && \
    yum install -y clang && \
    rm -rf /var/cache/yum/*

# Install modelscope (for fast download) and ray (for multinode)
RUN python3 -m pip install modelscope 'ray>=2.47.1,<=2.48.0' 'protobuf>3.20.0' && \
    python3 -m pip cache purge

RUN echo "export LD_PRELOAD=/usr/lib64/libjemalloc.so.2:$LD_PRELOAD" >> ~/.bashrc

CMD ["/bin/bash"]