| # Use an official Python runtime as a parent image | |
| FROM python:3.9-slim | |
| # Set environment variables | |
| ENV PYTHONUNBUFFERED=1 | |
| ENV PYTHONIOENCODING=UTF-8 | |
| # Set working directory in the container | |
| WORKDIR /app | |
| # Copy the requirements file into the container | |
| COPY requirements.txt /app/ | |
| # Install dependencies | |
| RUN pip install --no-cache-dir -r requirements.txt | |
| # Install data science packages | |
| RUN pip install --no-cache-dir \ | |
| pandas \ | |
| scikit-learn \ | |
| matplotlib \ | |
| seaborn | |
| # Copy the FastAPI app code into the container | |
| COPY . /app | |
| # Expose the port FastAPI will run on | |
| EXPOSE 7860 | |
| # Command to run the FastAPI app with Uvicorn | |
| CMD ["uvicorn", "app.jupyter_api:app", "--host", "0.0.0.0", "--port", "7860"] | |