dockerfile

# Use an official Python runtime as a parent image
FROM python:3.8-slim

# Set the working directory to /app
WORKDIR /app

# Create the necessary directories
RUN mkdir -p /app/ 

# Copy the files from your host machine into the container
COPY app/ /app/app/
COPY requirements.txt /app/
COPY models/ /app/models/



# Update the repositories and install Java
RUN apt-get update && \
    apt-get install -y default-jre && \
    apt-get clean;

# Create and activate a virtual environment
RUN python -m venv venv
RUN /bin/bash -c "source venv/bin/activate"

# Install any needed packages specified in requirements.txt
RUN pip install -r requirements.txt

# Make port 8501 available to the world outside this container
EXPOSE 8501

# Define the default command to run your Streamlit application
CMD ["streamlit", "run", "app.py"]