stylesense-backend / Dockerfile
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Deploy FastAPI backend container with Hugging Face configuration
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FROM python:3.11-slim
# Set environment variables for cache directories that UID 1000 can access
ENV HOME=/home/user \
PATH=/home/user/.local/bin:$PATH \
HF_HOME=/home/user/.cache \
TORCH_HOME=/home/user/.cache
# Create user and cache directories with appropriate ownership
RUN useradd -m -u 1000 user && \
mkdir -p /home/user/.cache && \
chown -R user:user /home/user
WORKDIR /home/user/app
# Install system dependencies
RUN apt-get update && apt-get install -y --no-install-recommends \
gcc \
g++ \
&& rm -rf /var/lib/apt/lists/*
# Install PyTorch CPU-only first (smaller image size)
RUN pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cpu
# Copy requirements and install
COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt
# Pre-download CLIP model weights at build time into user cache (avoids runtime/cold-start downloads)
RUN chown -R user:user /home/user && \
USER=user python -c "import open_clip; open_clip.create_model_and_transforms('ViT-B-32', pretrained='openai')"
# Copy application code
COPY --chown=user:user . .
USER user
# Expose HuggingFace Spaces port
EXPOSE 7860
# Run the application
CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "7860"]