Dockerfile

FROM python:3.10-slim

WORKDIR /app

# Install system dependencies
RUN apt-get update && apt-get install -y \
    build-essential \
    && rm -rf /var/lib/apt/lists/*

# Copy requirements and install
COPY mcp/requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt
RUN pip install --no-cache-dir uvicorn starlette

# Copy application code
COPY . .

# Create data directories
RUN mkdir -p /data/upload /data/tmp_outputs

# Set environment variables
ENV UMAP_OUTPUT_DIR=/data/tmp_outputs
ENV UMAP_INPUT_DIR=/data/upload

# Expose port
EXPOSE 7860

# Run the application
CMD ["python", "app.py"]