FROM nvidia/cuda:12.2-devel-ubuntu22.04

LABEL maintainer="security-monitor"

ENV DEBIAN_FRONTEND=noninteractive

RUN apt-get update && apt-get install -y \
    python3.10 \
    python3.10-dev \
    python3-pip \
    python3-venv \
    git \
    wget \
    libgl1-mesa-glx \
    libglib2.0-0 \
    libsm6 \
    libxext6 \
    libxrender1 \
    ffmpeg \
    && rm -rf /var/lib/apt/lists/*

WORKDIR /app

RUN python3.10 -m venv /opt/venv
ENV PATH="/opt/venv/bin:$PATH"

COPY requirements.txt .
RUN pip install --no-cache-dir --upgrade pip wheel && \
    pip install --no-cache-dir -r requirements.txt

COPY . .

RUN mkdir -p /app/models /app/data /app/logs

EXPOSE 8000 9090

ENV PYTHONUNBUFFERED=1

CMD ["python", "main.py"]