FROM docker.io/library/python:3.10@sha256:11edd7f5ed19b19adfc91d3384970da0787d53cf290a54db5f96b4dab645da6d

# Install essential packages
RUN apt-get update && \
    apt-get install -y \
        build-essential \
        python3-dev \
        python3-pip \
        git \
        git-lfs \
        ffmpeg \
        libsm6 \
        libxext6 \
        cmake \
        libgl1-mesa-glx \
        && \
    rm -rf /var/lib/apt/lists/*

# Upgrade pip to the latest version
RUN pip install --no-cache-dir --upgrade pip

# Install required Python packages
RUN pip install --no-cache-dir datasets "huggingface-hub>=0.19" "hf-transfer>=0.1.4" "protobuf<4" "click<8.1" "pydantic~=1.0"

# Create a non-root user
RUN useradd -m -u 1000 user

# Install additional system dependencies from pre-requirements.txt
RUN --mount=target=/root/packages.txt,source=packages.txt \
    xargs -r -a /root/packages.txt apt-get install -y && \
    rm -rf /var/lib/apt/lists/*

# Set the working directory
WORKDIR /home/user/app

# Install Python dependencies from pre-requirements.txt
RUN --mount=target=pre-requirements.txt,source=pre-requirements.txt \
    pip install --no-cache-dir -r pre-requirements.txt

# Upgrade pip and install Python dependencies from requirements.txt
RUN pip install --upgrade pip && pip install --no-cache-dir -r requirements.txt