FROM ubuntu:latest

ENV KAGGLE_USERNAME=gulczas
ENV KAGGLE_KEY=default_key

RUN apt-get update && \
    apt-get install -y \
	python3 \
    python3-pip \
    wget \
    unzip \
    && rm -rf /var/lib/apt/lists/*

RUN pip3 install pandas scikit-learn requests kaggle

WORKDIR /app

COPY data_preparation_script.py /app/

RUN chmod +x data_preparation_script.py

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