| # Base image | |
| FROM tiangolo/uvicorn-gunicorn-fastapi:python3.7 | |
| # Set working directory | |
| WORKDIR /app | |
| # Create a writable directory for the cache | |
| RUN mkdir -p /.cache/huggingface/hub && chmod -R 777 /.cache | |
| # Set the TRANSFORMERS_CACHE environment variable | |
| ENV TRANSFORMERS_CACHE /.cache/huggingface/hub | |
| # Copy the API files to the container | |
| COPY main.py . | |
| COPY gbc.pkl . | |
| COPY scaler.pkl . | |
| # Upgrade pip | |
| RUN /usr/local/bin/python -m pip install --upgrade pip | |
| # Install dependencies | |
| RUN pip install --no-cache-dir fastapi pydantic uvicorn scikit-learn joblib pandas numpy | |
| # Expose the API port | |
| EXPOSE 7860 | |
| # Start the API | |
| CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"] | |
| #CMD ["uvicorn", "main:app", "--host", "127.0.0.1", "--port", "8000"] |