FROM ubuntu:latest

RUN apt-get update && apt-get install -y \
    python3-pip \
    unzip \
    coreutils

RUN pip install --user kaggle pandas scikit-learn tensorflow

WORKDIR /app

COPY ./data_processing.sh ./
COPY ./model.py ./
COPY ./OrangeQualityData.csv ./
COPY ./requirements.txt ./

RUN pip install --user -r requirements.txt

CMD ["python3", "model.py"]