# Base image
FROM intel/oneapi-basekit:2025.0.1-0-devel-ubuntu22.04

ARG http_proxy
ARG https_proxy

ENV DEBIAN_FRONTEND=noninteractive
ENV CONDA_DIR=/opt/conda

# Install dependencies
RUN apt-get update && apt-get install -y \
    wget \
    curl \
    bash \
    git \
    vim \
    ca-certificates \
    binutils \
    cmake \
    g++ \
    && rm -rf /var/lib/apt/lists/*

# Install Miniforge
RUN wget https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-Linux-x86_64.sh -O /tmp/miniforge.sh && \
    bash /tmp/miniforge.sh -b -p $CONDA_DIR && \
    rm /tmp/miniforge.sh && \
    $CONDA_DIR/bin/conda clean -afy

# Add conda to PATH
ENV PATH=$CONDA_DIR/bin:$PATH

RUN bash -c "\
    source /opt/conda/etc/profile.d/conda.sh && \
    conda create --name ktransformers python=3.11 -y && \
    conda activate ktransformers && \
    conda env list && \
    conda install -c conda-forge libstdcxx-ng -y && \
    strings \$(find /opt/conda/envs/ktransformers/lib -name 'libstdc++.so.6') | grep GLIBCXX | grep 3.4.32 \
"

RUN bash -c "\
    source /opt/conda/etc/profile.d/conda.sh && \
    conda activate ktransformers && \
    pip install ipex-llm[xpu_2.6]==2.3.0b20250518 --extra-index-url https://download.pytorch.org/whl/xpu && \
    pip uninstall -y torch torchvision torchaudio && \
    pip install torch==2.7+xpu torchvision torchaudio --index-url https://download.pytorch.org/whl/test/xpu && \
    pip uninstall -y intel-opencl-rt dpcpp-cpp-rt && \
    pip list \
"

# Clone and set up ktransformers repo
RUN bash -c "\
    source $CONDA_DIR/etc/profile.d/conda.sh && \
    conda activate ktransformers && \
    git clone https://github.com/kvcache-ai/ktransformers.git && \
    cd ktransformers && \
    git submodule update --init && \
    sed -i 's/torch\.xpu\.is_available()/True/g' setup.py && \
    bash install.sh --dev xpu \
"

# Init conda and prepare bashrc
RUN conda init bash && \
    echo "source $CONDA_DIR/etc/profile.d/conda.sh" >> ~/.bashrc && \
    echo "conda activate ktransformers" >> ~/.bashrc

WORKDIR /ktransformers/
CMD ["bash"]