Dockerfile

# Use the official Python image as a base image
FROM python:3.8-slim-buster

RUN apt-get update

RUN apt-get install -y gnupg curl

RUN curl -fsSL https://pgp.mongodb.com/server-7.0.asc | sudo gpg -o /usr/share/keyrings/mongodb-server-7.0.gpg --dearmor

RUN echo "deb [ signed-by=/usr/share/keyrings/mongodb-server-7.0.gpg ] http://repo.mongodb.org/apt/debian bullseye/mongodb-org/7.0 main" | sudo tee /etc/apt/sources.list.d/mongodb-org-7.0.list

# Install MongoDB
RUN apt-get update && apt-get install -y mongodb-org

RUN mkdir -p /data/db
RUN chown -R mongodb:mongodb /data/db
RUN service mongodb start

# Copy the app code to the image
COPY . /app
WORKDIR /app

# Install the app dependencies
RUN pip install -r requirements.txt

# Run the app
CMD ["streamlit", "run", "app.py"]