FROM nvidia/cuda:12.1.1-cudnn8-devel-ubuntu22.04

ENV DEBIAN_FRONTEND=noninteractive
RUN apt-get update && \
    apt-get upgrade -y && \
    apt-get install -y --no-install-recommends \
	libgirepository1.0-dev \
    git \
    git-lfs \
    wget \
    curl \
    # python build dependencies \
    build-essential \
    libssl-dev \
    zlib1g-dev \
    libbz2-dev \
    libreadline-dev \
    libsqlite3-dev \
    libncursesw5-dev \
    xz-utils \
    tk-dev \
    libxml2-dev \
    libxmlsec1-dev \
    libffi-dev \
    liblzma-dev \
	# nightly dependencies \
	libdbus-glib-1-dev \
	libpng-dev \
	libjpeg-dev \
	libcairo2-dev \
    # gradio dependencies \
    ffmpeg \
    # fairseq2 dependencies \
    libsndfile-dev && \
    apt-get clean && \
    rm -rf /var/lib/apt/lists/*

RUN useradd -m -u 1000 user
USER user
ENV HOME=/home/user \
    PATH=/home/user/.local/bin:${PATH}
WORKDIR ${HOME}/app

COPY --chown=user . $HOME/app
RUN curl https://pyenv.run | bash
ENV PATH=${HOME}/.pyenv/shims:${HOME}/.pyenv/bin:${PATH}
ARG PYTHON_VERSION=3.10.13
RUN pyenv install ${PYTHON_VERSION} && \
    pyenv global ${PYTHON_VERSION} && \
    pyenv rehash && \
    pip install --no-cache-dir -U pip setuptools wheel
RUN pip install packaging && \
    pip install -r ${HOME}/app/requirements.txt && \
    pip install Cython==0.29.36 && \
    pip install spacy && \
    pip install -U flash-attn gradio transformers fastapi tyro julius audiocraft tiktoken hf-transfer && \
	pip install -U --pre torch torch torchaudio --index-url https://download.pytorch.org/whl/nightly/cu121
ENV PYTHONPATH=${HOME}/app \
    PYTHONUNBUFFERED=1 \
    HF_HUB_ENABLE_HF_TRANSFER=1 \
    GRADIO_ALLOW_FLAGGING=never \
    GRADIO_NUM_PORTS=1 \
    GRADIO_SERVER_NAME=0.0.0.0 \
    GRADIO_THEME=huggingface \
    TQDM_POSITION=-1 \
    TQDM_MININTERVAL=1 \
    SYSTEM=spaces
CMD python fam/llm/serving.py --huggingface_repo_id kotoba-tech/kotoba-speech-v0.1 & python fam/ui/app.py