# ── STAGE 1: Build Frontend (Next.js Static Export) ── FROM node:20-alpine AS builder WORKDIR /app/frontend # Copy dependencies definitions COPY frontend/package*.json ./ RUN npm install # Copy application source code (ARG busts cache so source changes always rebuild) ARG CACHEBUST=1 COPY frontend/ ./ # Allocate sufficient heap limit for production bundle compilation ENV NODE_OPTIONS="--max-old-space-size=2048" RUN npm run build # ── STAGE 2: Production Python Runtime Runner ── FROM python:3.11-slim # Create dedicated non-root user required by Hugging Face Spaces security policy RUN useradd -m -u 1000 user WORKDIR /app # Install minimal OS build dependencies RUN apt-get update && apt-get install -y \ libgomp1 \ gcc \ g++ \ make \ python3-dev \ curl \ && rm -rf /var/lib/apt/lists/* # Install python dependencies as user COPY --chown=user backend/requirements.txt ./ RUN pip install --no-cache-dir --upgrade pip \ && pip install --no-cache-dir -r requirements.txt # Copy backend python packages COPY --chown=user backend/ ./ # Establish web serving static destination directory, model directory, and data directory RUN mkdir -p /app/static /app/models /app/data && chown -R user:user /app/static /app/models /app/data COPY --chown=user --from=builder /app/frontend/out /app/static # Enforce secure runner execution ownership context USER user ENV TZ="Asia/Jakarta" EXPOSE 7860 # Initiate robust application framework entrypoint CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "7860", "--workers", "1"]