| # Use the official Python image as a parent image | |
| FROM python:3.11.3-slim | |
| # Set the working directory within the container | |
| WORKDIR /app | |
| # Copy the requirements.txt file into the container | |
| COPY ./requirements.txt /app/requirements.txt | |
| # Install the Python dependencies | |
| RUN pip install -r /app/requirements.txt | |
| # Copy your Streamlit application code into the container | |
| COPY ./app.py /app/app.py | |
| # Copy the dashboard's screenshot into the container | |
| COPY ./default.jpg /app/default.jpg | |
| # Copy the model and key components into the container | |
| COPY ./model_and_key_components.pkl /app/model_and_key_components.pkl | |
| # Expose port 8000 for the FastAPI application | |
| EXPOSE 7860 | |
| # Command to start the Streamlit app | |
| CMD ["streamlit", "run", "--server.port", "7860", "app.py"] | |