# Base image
FROM ubuntu:latest

# Install python and pip
RUN apt-get update && apt-get install -y \
    python3 \
    python3-pip

# Copy the requirements.txt file to the working directory
COPY requirements.txt ./

# Install the required Python packages form requirements.txt
RUN pip3 install -r requirements.txt

# Set the working directory
WORKDIR /app

# Copy scripts to the working directory

# Python scripts
COPY download_dataset.py ./
COPY get_stats.py ./
COPY NeuralNetwork.py ./
COPY create_model.py ./
COPY predict.py ./

# Bash scripts
COPY download_dataset.sh ./
COPY get_stats.sh ./

# Default command
CMD bash